From ab57e9575591e05987712ada73b4309a22bbaca1 Mon Sep 17 00:00:00 2001 From: GitHub Actions Date: Tue, 15 Aug 2023 11:34:52 +0000 Subject: [PATCH] Results from R script --- splits_data/batter_splits_23.csv | 496 +++++++++++++++--------------- splits_data/pitcher_splits_23.csv | 242 ++++++++------- 2 files changed, 375 insertions(+), 363 deletions(-) diff --git a/splits_data/batter_splits_23.csv b/splits_data/batter_splits_23.csv index b7a00cf..c7eda60 100644 --- a/splits_data/batter_splits_23.csv +++ b/splits_data/batter_splits_23.csv @@ -9,10 +9,10 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 444489,"Piña, Manny",R,R,3,80.93333333333334,-10.333333333333334,0.12933333333333333,0.3,0.161,0,0 446334,"Longoria, Evan",R,L,83,94.94901960784314,20.529411764705884,0.4018627450980392,0.3759036144578313,0.4957450980392157,0.25301204819277107,0.09803921568627451 446334,"Longoria, Evan",R,R,94,91.58301886792452,14.69811320754717,0.3742264150943396,0.3228723404255319,0.503811320754717,0.22340425531914893,0.16981132075471697 -453568,"Blackmon, Charlie",L,L,63,82.23541666666667,16.479166666666668,0.3015,0.29365079365079366,0.3030833333333333,0.031746031746031744,0.041666666666666664 -453568,"Blackmon, Charlie",L,R,179,87.53157894736842,20.902255639097746,0.2996766917293233,0.358659217877095,0.3418721804511278,0.17318435754189945,0.06766917293233082 -455117,"Maldonado, Martín",R,L,66,89.8,11.078947368421053,0.3793684210526316,0.35984848484848486,0.5119473684210526,0.24242424242424243,0.15789473684210525 -455117,"Maldonado, Martín",R,R,234,83.84264705882353,16.897058823529413,0.2780808823529412,0.222008547008547,0.31438970588235293,0.08547008547008547,0.07352941176470588 +453568,"Blackmon, Charlie",L,L,64,82.09591836734694,16.367346938775512,0.3013469387755102,0.303125,0.3023877551020408,0.03125,0.04081632653061224 +453568,"Blackmon, Charlie",L,R,182,87.49481481481482,20.57777777777778,0.3025111111111111,0.36153846153846153,0.3440888888888889,0.17032967032967034,0.06666666666666667 +455117,"Maldonado, Martín",R,L,68,88.75384615384615,11.923076923076923,0.3717692307692308,0.35955882352941176,0.5007435897435898,0.23529411764705882,0.15384615384615385 +455117,"Maldonado, Martín",R,R,235,83.80656934306569,16.773722627737225,0.2772846715328467,0.22106382978723405,0.31332846715328466,0.0851063829787234,0.072992700729927 456781,"Solano, Donovan",R,L,115,89.21463414634147,13.731707317073171,0.3965609756097561,0.34043478260869564,0.4200243902439024,0.10434782608695652,0.04878048780487805 456781,"Solano, Donovan",R,R,199,91.71333333333334,12.041666666666666,0.39531666666666665,0.3673366834170854,0.416625,0.10552763819095477,0.041666666666666664 457705,"McCutchen, Andrew",R,L,133,88.27701149425287,16.35632183908046,0.3024137931034483,0.343609022556391,0.32755172413793104,0.13533834586466165,0.034482758620689655 @@ -27,7 +27,7 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 467793,"Santana, Carlos",R,L,116,88.48255813953489,5.372093023255814,0.2852906976744186,0.3418103448275862,0.3018139534883721,0.13793103448275862,0.023255813953488372 474832,"Belt, Brandon",L,L,31,85.25625,24.4375,0.38175,0.28225806451612906,0.396875,0.03225806451612903,0.0625 474832,"Belt, Brandon",L,R,299,87.24829931972789,18.65986394557823,0.35168027210884356,0.37909698996655516,0.4465442176870748,0.1806020066889632,0.1360544217687075 -493329,"Gurriel, Yuli",R,L,81,87.41875,18.875,0.27568750000000003,0.28271604938271605,0.273421875,0.024691358024691357,0 +493329,"Gurriel, Yuli",R,L,84,87.69850746268656,18.970149253731343,0.2684179104477612,0.27261904761904765,0.26797014925373136,0.023809523809523808,0 493329,"Gurriel, Yuli",R,R,193,88.99605263157895,16.664473684210527,0.28042763157894735,0.327979274611399,0.28713815789473685,0.13989637305699482,0.013157894736842105 500743,"Rojas, Miguel",R,L,110,89.34395604395604,12.065934065934066,0.2988791208791209,0.3190909090909091,0.30954945054945054,0.09090909090909091,0.02197802197802198 500743,"Rojas, Miguel",R,R,197,86.64649681528662,12.32484076433121,0.287,0.24492385786802032,0.2937324840764331,0.04568527918781726,0.01910828025477707 @@ -42,20 +42,20 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 502054,"Pham, Tommy",R,R,178,92.50743801652892,3.7024793388429753,0.3731074380165289,0.33623595505617976,0.4152727272727273,0.1348314606741573,0.0743801652892562 502110,"Martinez, J.D.",R,L,106,93.39677419354838,17.838709677419356,0.3882258064516129,0.34056603773584904,0.47861290322580646,0.18867924528301888,0.0967741935483871 502110,"Martinez, J.D.",R,R,268,92.94166666666666,18.482142857142858,0.41239880952380953,0.3805970149253731,0.5432976190476191,0.30223880597014924,0.19642857142857142 -502671,"Goldschmidt, Paul",R,L,124,93.17529411764706,13.847058823529412,0.36754117647058826,0.3362903225806452,0.42270588235294115,0.0967741935483871,0.12941176470588237 -502671,"Goldschmidt, Paul",R,R,388,90.725390625,11.66796875,0.3620078125,0.3625,0.43631640625,0.16752577319587628,0.11328125 +502671,"Goldschmidt, Paul",R,L,127,93.37011494252873,13.954022988505747,0.37380459770114943,0.35669291338582676,0.43689655172413794,0.11811023622047244,0.13793103448275862 +502671,"Goldschmidt, Paul",R,R,390,90.725390625,11.66796875,0.3620078125,0.36423076923076925,0.43631640625,0.16666666666666666,0.11328125 506702,"León, Sandy",L,R,36,83.90625,19.125,0.2764375,0.18055555555555555,0.2975625,0.027777777777777776,0.0625 506702,"León, Sandy",R,L,8,77.18,16.6,0.3518,0.15625,0.3418,0.125,0 506702,"León, Sandy",R,R,1,90.3,-8,0.163,0,0.147,0,0 -514888,"Altuve, Jose",R,L,59,87.0775,9.475,0.29505,0.3686440677966102,0.368125,0.1864406779661017,0.1 -514888,"Altuve, Jose",R,R,159,85.64272727272727,11.618181818181819,0.3217,0.4367924528301887,0.35902727272727275,0.18867924528301888,0.07272727272727272 +514888,"Altuve, Jose",R,L,63,87.64545454545454,9.136363636363637,0.29245454545454547,0.39365079365079364,0.3594318181818182,0.19047619047619047,0.09090909090909091 +514888,"Altuve, Jose",R,R,160,85.64272727272727,11.618181818181819,0.3217,0.4384375,0.35902727272727275,0.1875,0.07272727272727272 516416,"Segura, Jean",R,L,71,82.80666666666667,4.819672131147541,0.25461666666666666,0.23309859154929577,0.24935000000000002,0.056338028169014086,0.016666666666666666 516416,"Segura, Jean",R,R,253,88.48534031413612,2.4948453608247423,0.2805759162303665,0.26304347826086955,0.2991937172774869,0.05533596837944664,0.03664921465968586 516782,"Marte, Starling",R,L,95,85.57083333333334,8.777777777777779,0.36643055555555554,0.29210526315789476,0.38019444444444445,0.06315789473684211,0.05555555555555555 516782,"Marte, Starling",R,R,245,88.07371428571429,3.52,0.30738857142857146,0.28,0.34550857142857144,0.07346938775510205,0.05142857142857143 518586,"Culberson, Charlie",R,R,1,80.8,-20,0.043,0.9,0.039,0,0 518595,"d'Arnaud, Travis",R,L,45,92.06666666666666,4.066666666666666,0.2956333333333333,0.3888888888888889,0.3139,0.1111111111111111,0.03333333333333333 -518595,"d'Arnaud, Travis",R,R,152,90.79532710280374,9.907407407407407,0.3714392523364486,0.3355263157894737,0.45271028037383176,0.21052631578947367,0.12149532710280374 +518595,"d'Arnaud, Travis",R,R,157,90.91531531531531,8.6875,0.36439639639639637,0.3248407643312102,0.44265765765765763,0.20382165605095542,0.11711711711711711 518626,"Donaldson, Josh",R,L,27,96.25,12.166666666666666,0.37577777777777777,0.3685185185185185,0.5504444444444444,0.48148148148148145,0.2777777777777778 518626,"Donaldson, Josh",R,R,94,91.70344827586207,10.827586206896552,0.2911206896551724,0.2478723404255319,0.4145344827586207,0.19148936170212766,0.13793103448275862 518692,"Freeman, Freddie",L,L,164,90.63813559322034,14.830508474576272,0.3761694915254237,0.4716463414634146,0.4774322033898305,0.31097560975609756,0.15254237288135594 @@ -64,47 +64,47 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 518735,"Grandal, Yasmani",R,L,85,87.75961538461539,9.923076923076923,0.2826346153846154,0.30117647058823527,0.3135,0.12941176470588237,0.07692307692307693 518792,"Heyward, Jason",L,L,18,89.3,20.9,0.1956,0.18888888888888888,0.2826,0.16666666666666666,0.1 518792,"Heyward, Jason",L,R,247,87.8406976744186,15.36046511627907,0.29978235294117644,0.3661943319838057,0.3413705882352941,0.18218623481781376,0.0872093023255814 -518934,"LeMahieu, DJ",R,L,80,89.69615384615385,2.75,0.3563846153846154,0.30375,0.40521153846153846,0.1,0.07692307692307693 +518934,"LeMahieu, DJ",R,L,83,90.10925925925926,2.574074074074074,0.357,0.3036144578313253,0.4030925925925926,0.0963855421686747,0.07407407407407407 518934,"LeMahieu, DJ",R,R,306,89.85721153846154,4.173076923076923,0.3399855769230769,0.30915032679738563,0.3632596153846154,0.12418300653594772,0.04807692307692308 519058,"Moustakas, Mike",L,L,60,90.96764705882353,12.117647058823529,0.2907058823529412,0.275,0.34255882352941175,0.08333333333333333,0.058823529411764705 -519058,"Moustakas, Mike",L,R,224,88.78421052631579,17.914473684210527,0.32543421052631577,0.365625,0.37325,0.1875,0.07894736842105263 +519058,"Moustakas, Mike",L,R,227,88.91038961038961,17.59090909090909,0.32402597402597405,0.36475770925110135,0.37104545454545457,0.18502202643171806,0.07792207792207792 519203,"Rizzo, Anthony",L,L,87,87.8865671641791,12.73134328358209,0.3557761194029851,0.38045977011494253,0.3548955223880597,0.08045977011494253,0.014925373134328358 519203,"Rizzo, Anthony",L,R,333,90.48277511961723,19.095693779904305,0.32750239234449763,0.3057057057057057,0.3779904306220096,0.12912912912912913,0.08133971291866028 -519317,"Stanton, Giancarlo",R,L,45,95.53414634146341,17.48780487804878,0.33463414634146343,0.4488888888888889,0.49946341463414634,0.37777777777777777,0.21951219512195122 +519317,"Stanton, Giancarlo",R,L,48,95.16904761904762,19.142857142857142,0.3266904761904762,0.4354166666666667,0.4875714285714286,0.3541666666666667,0.21428571428571427 519317,"Stanton, Giancarlo",R,R,232,92.20642857142857,10.582733812949641,0.3197482014388489,0.29375,0.40341007194244605,0.19827586206896552,0.1366906474820144 -521692,"Perez, Salvador",R,L,114,88.71428571428571,17.98701298701299,0.29748051948051946,0.2548245614035088,0.3268831168831169,0.10526315789473684,0.025974025974025976 -521692,"Perez, Salvador",R,R,320,90.9784140969163,15.290748898678414,0.36867400881057266,0.3290625,0.4401453744493392,0.190625,0.11894273127753303 +521692,"Perez, Salvador",R,L,115,88.83333333333333,17.71794871794872,0.2975897435897436,0.2526086956521739,0.32621794871794874,0.10434782608695652,0.02564102564102564 +521692,"Perez, Salvador",R,R,324,91.11774891774891,15.277056277056277,0.37126839826839825,0.33395061728395065,0.44593506493506496,0.19753086419753085,0.12121212121212122 527038,"Flores, Wilmer",R,L,130,84.944,24.19,0.31035,0.40153846153846157,0.34048,0.2076923076923077,0.06 527038,"Flores, Wilmer",R,R,171,87.30232558139535,25.271317829457363,0.3151860465116279,0.36929824561403507,0.3682403100775194,0.21637426900584794,0.07751937984496124 541645,"García, Avisaíl",L,R,1,NA,NA,NA,0,NA,0,NA -541645,"García, Avisaíl",R,L,29,88.76,11.333333333333334,0.3882,0.24655172413793103,0.40613333333333335,0.10344827586206896,0.06666666666666667 +541645,"García, Avisaíl",R,L,32,88.8529411764706,9.235294117647058,0.37176470588235294,0.2453125,0.3854705882352941,0.09375,0.058823529411764705 541645,"García, Avisaíl",R,R,74,90.57021276595745,12.170212765957446,0.3159787234042553,0.2614864864864865,0.3921489361702128,0.13513513513513514,0.10638297872340426 -542194,"Bethancourt, Christian",R,L,50,91.5,9.212121212121213,0.25912121212121214,0.265,0.3108181818181818,0.18,0.06060606060606061 -542194,"Bethancourt, Christian",R,R,213,86.53691275167785,11.261744966442953,0.28791275167785235,0.2774647887323944,0.3338724832214765,0.12206572769953052,0.08053691275167785 +542194,"Bethancourt, Christian",R,L,51,91.5,9.212121212121213,0.25912121212121214,0.25980392156862747,0.3108181818181818,0.17647058823529413,0.06060606060606061 +542194,"Bethancourt, Christian",R,R,217,86.5828947368421,11.302631578947368,0.2945394736842105,0.28986175115207374,0.34521052631578947,0.1336405529953917,0.08552631578947369 542208,"Pérez, Carlos",R,L,65,89.29107142857143,17.732142857142858,0.34532142857142856,0.31846153846153846,0.3686607142857143,0.15384615384615385,0.05357142857142857 542208,"Pérez, Carlos",R,R,75,89.54,17.288888888888888,0.29717777777777776,0.3,0.3291777777777778,0.12,0.06666666666666667 542303,"Ozuna, Marcell",R,L,96,92.14,15.914285714285715,0.3510285714285714,0.36875,0.44407142857142856,0.28125,0.12857142857142856 -542303,"Ozuna, Marcell",R,R,310,91.1175879396985,14.010050251256281,0.34843718592964823,0.3361290322580645,0.44995979899497485,0.18064516129032257,0.1507537688442211 +542303,"Ozuna, Marcell",R,R,315,91.23564356435644,14.069306930693068,0.3493019801980198,0.34206349206349207,0.44913366336633664,0.18095238095238095,0.1485148514851485 542364,"Ortega, Rafael",L,L,9,73.96000000000001,-16.4,0.23759999999999998,0.3388888888888889,0.222,0.1111111111111111,0 -542364,"Ortega, Rafael",L,R,32,90.4,16.904761904761905,0.31647619047619047,0.25625,0.32061904761904764,0,0 +542364,"Ortega, Rafael",L,R,36,90.96,16.76,0.31992,0.25277777777777777,0.32872,0,0 542583,"Aguilar, Jesús",R,L,58,86.7475,8.325,0.3076,0.3775862068965517,0.37255,0.20689655172413793,0.1 542583,"Aguilar, Jesús",R,R,55,86.73636363636363,25.939393939393938,0.2432121212121212,0.19272727272727272,0.25266666666666665,0.09090909090909091,0.030303030303030304 -542932,"Berti, Jon",R,L,92,87.3409090909091,3.727272727272727,0.3769848484848485,0.3766304347826087,0.3908030303030303,0.11956521739130435,0.06060606060606061 +542932,"Berti, Jon",R,L,95,87.53333333333333,4.405797101449275,0.3785217391304348,0.3778947368421053,0.3909565217391304,0.12631578947368421,0.057971014492753624 542932,"Berti, Jon",R,R,235,85.26906077348066,3.4917127071823204,0.307646408839779,0.29021276595744683,0.32103314917127074,0.06382978723404255,0.03314917127071823 -543063,"Crawford, Brandon",L,L,65,86.49743589743589,11.794871794871796,0.3436153846153846,0.2746153846153846,0.3598205128205128,0.12307692307692308,0.05128205128205128 -543063,"Crawford, Brandon",L,R,194,89.55538461538461,13.13740458015267,0.2939076923076923,0.2670103092783505,0.35326153846153846,0.1134020618556701,0.1076923076923077 +543063,"Crawford, Brandon",L,L,67,85.87560975609756,11.097560975609756,0.33758536585365856,0.2798507462686567,0.35260975609756096,0.11940298507462686,0.04878048780487805 +543063,"Crawford, Brandon",L,R,196,89.55538461538461,13.13740458015267,0.2939076923076923,0.26785714285714285,0.35326153846153846,0.11224489795918367,0.1076923076923077 543068,"Cron, C.J.",R,L,65,88.21627906976744,15.930232558139535,0.38927906976744187,0.33307692307692305,0.42979069767441863,0.16923076923076924,0.13953488372093023 543068,"Cron, C.J.",R,R,205,87.68835616438356,11.904109589041095,0.3399109589041096,0.3173170731707317,0.4200753424657534,0.18048780487804877,0.13013698630136986 543228,"Gomes, Yan",R,L,107,89.34819277108434,20.397590361445783,0.33226506024096386,0.3490654205607477,0.38680722891566266,0.22429906542056074,0.0963855421686747 543228,"Gomes, Yan",R,R,184,85.64076923076924,13.238461538461538,0.3232153846153846,0.3184782608695652,0.3451,0.10869565217391304,0.06153846153846154 -543257,"Grossman, Robbie",L,R,210,88.76884057971014,19.833333333333332,0.27651449275362316,0.27476190476190476,0.30772463768115943,0.11904761904761904,0.050724637681159424 -543257,"Grossman, Robbie",R,L,102,88.57777777777778,19.80952380952381,0.3341904761904762,0.3872549019607843,0.37766666666666665,0.16666666666666666,0.09523809523809523 +543257,"Grossman, Robbie",L,R,213,88.7241134751773,19.74468085106383,0.28298581560283687,0.2868544600938967,0.3131418439716312,0.1267605633802817,0.04964539007092199 +543257,"Grossman, Robbie",R,L,104,88.57777777777778,19.80952380952381,0.3341904761904762,0.38653846153846155,0.37766666666666665,0.16346153846153846,0.09523809523809523 543281,"Harrison, Josh",R,L,60,85.99512195121952,8,0.27882926829268295,0.2025,0.27931707317073173,0.016666666666666666,0 543281,"Harrison, Josh",R,R,54,87.23181818181818,13.204545454545455,0.30015909090909093,0.31851851851851853,0.3179772727272727,0.14814814814814814,0.045454545454545456 -543305,"Hicks, Aaron",L,R,177,84.74173913043478,15.895652173913044,0.27216521739130434,0.2957627118644068,0.29357391304347824,0.12429378531073447,0.034782608695652174 +543305,"Hicks, Aaron",L,R,180,84.58050847457628,15.635593220338983,0.27608474576271186,0.30083333333333334,0.2963050847457627,0.12222222222222222,0.03389830508474576 543305,"Hicks, Aaron",R,L,51,88.49666666666667,4.333333333333333,0.29586666666666667,0.36176470588235293,0.33026666666666665,0.13725490196078433,0.06666666666666667 -543309,"Higashioka, Kyle",R,L,50,93.66451612903226,19.548387096774192,0.45529032258064517,0.331,0.5859032258064516,0.24,0.1935483870967742 -543309,"Higashioka, Kyle",R,R,156,88.49333333333334,14.933333333333334,0.3090380952380952,0.2717948717948718,0.36542857142857144,0.10897435897435898,0.08571428571428572 +543309,"Higashioka, Kyle",R,L,52,91.62424242424242,18.727272727272727,0.438,0.31826923076923075,0.5601515151515152,0.23076923076923078,0.18181818181818182 +543309,"Higashioka, Kyle",R,R,158,88.56698113207547,14.745283018867925,0.3084433962264151,0.2683544303797468,0.36416037735849055,0.10759493670886076,0.08490566037735849 543333,"Hosmer, Eric",L,L,18,85.26363636363637,-17.818181818181817,0.22136363636363637,0.2972222222222222,0.27081818181818185,0.05555555555555555,0.09090909090909091 543333,"Hosmer, Eric",L,R,81,84.37586206896552,7.327586206896552,0.2978448275862069,0.27283950617283953,0.31582758620689655,0.09876543209876543,0.05172413793103448 543482,"Maggi, Drew",R,L,3,67.95,31.5,0.039,0,0.04,0,0 @@ -118,8 +118,8 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 543685,"Rendon, Anthony",L,R,1,NA,NA,NA,0,NA,0,NA 543685,"Rendon, Anthony",R,L,63,89.51190476190476,19.285714285714285,0.32571428571428573,0.33095238095238094,0.3735476190476191,0.09523809523809523,0.07142857142857142 543685,"Rendon, Anthony",R,R,121,90.38915662650602,14.662650602409638,0.3209759036144578,0.3103305785123967,0.3389277108433735,0.049586776859504134,0.03614457831325301 -543760,"Semien, Marcus",R,L,158,88.90521739130435,21.83478260869565,0.29691304347826086,0.34810126582278483,0.32996521739130436,0.13924050632911392,0.06086956521739131 -543760,"Semien, Marcus",R,R,391,87.95,18.32236842105263,0.299125,0.37531969309462915,0.33363815789473683,0.17135549872122763,0.05263157894736842 +543760,"Semien, Marcus",R,L,161,88.86581196581197,21.623931623931625,0.2999230769230769,0.35714285714285715,0.33165811965811964,0.13664596273291926,0.05982905982905983 +543760,"Semien, Marcus",R,R,394,87.8785016286645,18.371335504885995,0.3002312703583062,0.37753807106598986,0.33536807817589576,0.17766497461928935,0.05537459283387622 543807,"Springer, George",R,L,108,86.82077922077922,12.337662337662337,0.27161038961038964,0.33425925925925926,0.3138831168831169,0.12037037037037036,0.09090909090909091 543807,"Springer, George",R,R,397,88.64137931034483,10.931034482758621,0.33798275862068966,0.33123425692695213,0.376151724137931,0.12342569269521411,0.06896551724137931 543877,"Vázquez, Christian",R,L,60,89.3425,14.375,0.35365,0.2841666666666667,0.395725,0.15,0.1 @@ -128,8 +128,8 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 543939,"Wong, Kolten",L,R,188,85.10757575757576,14.340909090909092,0.27984848484848485,0.2372340425531915,0.29025,0.06382978723404255,0.015151515151515152 545121,"Vargas, Ildemaro",L,R,93,85.53012048192771,-1.2289156626506024,0.29134939759036144,0.28225806451612906,0.2923855421686747,0.07526881720430108,0.012048192771084338 545121,"Vargas, Ildemaro",R,L,68,90.11,11.716666666666667,0.3168166666666667,0.3536764705882353,0.361,0.23529411764705882,0.08333333333333333 -545341,"Grichuk, Randal",R,L,87,91.49722222222222,17.65277777777778,0.36380555555555555,0.4396551724137931,0.4157222222222222,0.25287356321839083,0.06944444444444445 -545341,"Grichuk, Randal",R,R,223,88.16754966887417,15.271523178807946,0.3207682119205298,0.32600896860986545,0.3469006622516556,0.13901345291479822,0.059602649006622516 +545341,"Grichuk, Randal",R,L,88,91.72465753424657,17.068493150684933,0.3605068493150685,0.43465909090909094,0.41154794520547944,0.25,0.0684931506849315 +545341,"Grichuk, Randal",R,R,225,88.31907894736842,15.18421052631579,0.32249342105263157,0.3231111111111111,0.34811184210526314,0.13777777777777778,0.05921052631578947 545350,"Marisnick, Jake",R,L,22,85.9625,18,0.3385625,0.4272727272727273,0.4291875,0.2727272727272727,0.125 545350,"Marisnick, Jake",R,R,61,88.09268292682927,21.317073170731707,0.2856341463414634,0.2639344262295082,0.3027073170731707,0.11475409836065574,0.024390243902439025 545361,"Trout, Mike",L,R,1,NA,NA,NA,0,NA,0,NA @@ -142,17 +142,17 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 547989,"Abreu, José",R,L,135,91.76354166666667,12.75,0.31176041666666665,0.28629629629629627,0.34751041666666665,0.11851851851851852,0.08333333333333333 547989,"Abreu, José",R,R,327,87.63274336283186,9.259911894273127,0.3276858407079646,0.29648318042813454,0.3500752212389381,0.09174311926605505,0.05309734513274336 553869,"Díaz, Elias",R,L,107,89.37088607594937,12.91139240506329,0.28554430379746837,0.2822429906542056,0.32351898734177215,0.14018691588785046,0.06329113924050633 -553869,"Díaz, Elias",R,R,288,87.8391959798995,12.625,0.3346180904522613,0.3449652777777778,0.3679949748743719,0.13541666666666666,0.06532663316582915 +553869,"Díaz, Elias",R,R,292,87.96138613861386,12.822660098522167,0.3342029702970297,0.34023972602739727,0.3669851485148515,0.13356164383561644,0.06435643564356436 553882,"Narváez, Omar",L,L,11,76.46,22.2,0.3554,0.2909090909090909,0.34240000000000004,0,0 553882,"Narváez, Omar",L,R,68,85.64285714285714,23.714285714285715,0.30407142857142855,0.25735294117647056,0.331625,0.07352941176470588,0.07142857142857142 553993,"Suárez, Eugenio",R,L,104,93.33269230769231,13.923076923076923,0.3818846153846154,0.31346153846153846,0.4926923076923077,0.0673076923076923,0.15384615384615385 -553993,"Suárez, Eugenio",R,R,395,90.04110169491526,20.21186440677966,0.34225,0.31670886075949367,0.4222457627118644,0.14936708860759493,0.1059322033898305 +553993,"Suárez, Eugenio",R,R,400,90.09747899159665,20.214285714285715,0.34205042016806725,0.31675,0.42172268907563026,0.1475,0.10504201680672269 570482,"Urshela, Gio",R,L,53,87.49565217391304,3.782608695652174,0.3581304347826087,0.39339622641509436,0.3617173913043478,0.11320754716981132,0.043478260869565216 570482,"Urshela, Gio",R,R,175,87.47925925925927,10.237037037037037,0.30214814814814817,0.2968571428571429,0.31434074074074075,0.05714285714285714,0.02962962962962963 570731,"Schoop, Jonathan",R,L,71,90.70425531914894,7.9787234042553195,0.32357446808510637,0.30140845070422534,0.3457872340425532,0.056338028169014086,0.02127659574468085 570731,"Schoop, Jonathan",R,R,80,88.26851851851852,14.092592592592593,0.30414814814814817,0.2075,0.3186481481481481,0.05,0.037037037037037035 -571448,"Arenado, Nolan",R,L,103,90.10864197530864,21.28395061728395,0.3293456790123457,0.3587378640776699,0.3961728395061728,0.21359223300970873,0.09876543209876543 -571448,"Arenado, Nolan",R,R,372,89.465,16.02857142857143,0.3367357142857143,0.3713709677419355,0.38430714285714285,0.20430107526881722,0.08214285714285714 +571448,"Arenado, Nolan",R,L,106,89.77710843373494,21.85542168674699,0.32949397590361446,0.34858490566037736,0.39395180722891565,0.20754716981132076,0.0963855421686747 +571448,"Arenado, Nolan",R,R,374,89.49074733096086,16.035587188612098,0.3371138790035587,0.3693850267379679,0.3846725978647687,0.20320855614973263,0.08185053380782918 571466,"Barnhart, Tucker",L,L,17,84.94,10.6,0.4898,0.3352941176470588,0.4556,0.11764705882352941,0 571466,"Barnhart, Tucker",L,R,104,87.13709677419355,16.983870967741936,0.28861290322580646,0.24375,0.2901451612903226,0.038461538461538464,0.016129032258064516 571657,"Farmer, Kyle",R,L,96,87.40294117647059,19.08823529411765,0.3099852941176471,0.284375,0.35554411764705884,0.09375,0.08823529411764706 @@ -175,7 +175,7 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 572008,"Owings, Chris",R,R,9,92.275,42.5,0.13749999999999998,0,0.1775,0,0 572041,"Pollock, AJ",R,L,80,89.33728813559323,10.372881355932204,0.2668813559322034,0.18125,0.2915423728813559,0.0375,0.03389830508474576 572041,"Pollock, AJ",R,R,64,89.40227272727273,16.522727272727273,0.2475,0.3171875,0.31836363636363635,0.25,0.09090909090909091 -572138,"Singleton, Jon",L,L,10,88.9,9.285714285714286,0.38871428571428573,0.65,0.63,0.6,0.2857142857142857 +572138,"Singleton, Jon",L,L,14,88.00909090909092,19.272727272727273,0.32736363636363636,0.4642857142857143,0.4791818181818182,0.42857142857142855,0.18181818181818182 572138,"Singleton, Jon",L,R,41,88.9695652173913,17.869565217391305,0.1778695652173913,0.19390243902439025,0.1837826086956522,0.024390243902439025,0 572191,"Taylor, Michael A.",R,L,94,86.35892857142858,13.767857142857142,0.33332142857142855,0.3382978723404255,0.455125,0.2553191489361702,0.14285714285714285 572191,"Taylor, Michael A.",R,R,219,83.83769230769231,7.923076923076923,0.3347769230769231,0.2842465753424658,0.40581538461538463,0.1552511415525114,0.11538461538461539 @@ -184,7 +184,7 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 572228,"Voit, Luke",R,L,33,87.3076923076923,23.692307692307693,0.325,0.09242424242424242,0.4294615384615385,0.030303030303030304,0.15384615384615385 572228,"Voit, Luke",R,R,41,86.37142857142857,7.214285714285714,0.4127857142857143,0.40487804878048783,0.4165714285714286,0.04878048780487805,0.03571428571428571 572233,"Walker, Christian",R,L,116,89.12972972972973,18.094594594594593,0.3375810810810811,0.3913793103448276,0.4280675675675676,0.28448275862068967,0.12162162162162163 -572233,"Walker, Christian",R,R,366,88.74503816793893,16.438931297709924,0.30983969465648853,0.3566939890710383,0.36601908396946564,0.19672131147540983,0.08396946564885496 +572233,"Walker, Christian",R,R,370,88.82566037735849,16.70566037735849,0.3089207547169811,0.36162162162162165,0.36641509433962266,0.20540540540540542,0.08679245283018867 572287,"Zunino, Mike",R,L,42,84.75,18.5625,0.398875,0.35238095238095235,0.4455,0.11904761904761904,0.125 572287,"Zunino, Mike",R,R,98,86.29787234042553,13.936170212765957,0.2907446808510638,0.2239795918367347,0.3452340425531915,0.11224489795918367,0.06382978723404255 572761,"Carpenter, Matt",L,L,17,82.95833333333333,14.5,0.35925,0.37941176470588234,0.48541666666666666,0.23529411764705882,0.16666666666666666 @@ -195,7 +195,7 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 573131,"Ruf, Darin",R,R,17,89.28,-3.1,0.4091,0.22058823529411764,0.4277,0.058823529411764705,0.1 573262,"Yastrzemski, Mike",L,L,73,85.08431372549019,13.705882352941176,0.2600588235294118,0.2691780821917808,0.31780392156862747,0.1506849315068493,0.0784313725490196 573262,"Yastrzemski, Mike",L,R,209,90.92558139534884,17.846153846153847,0.3703565891472868,0.34688995215311,0.4443953488372093,0.19617224880382775,0.10077519379844961 -575929,"Contreras, Willson",R,L,92,94.34237288135593,17.266666666666666,0.40915254237288134,0.39565217391304347,0.49298305084745764,0.2391304347826087,0.1694915254237288 +575929,"Contreras, Willson",R,L,94,94.04833333333333,17.295081967213115,0.4184333333333333,0.40425531914893614,0.4994,0.23404255319148937,0.16666666666666666 575929,"Contreras, Willson",R,R,300,91.19114583333334,8.661458333333334,0.34882291666666665,0.35,0.41024479166666666,0.13666666666666666,0.09895833333333333 592178,"Bryant, Kris",R,L,61,89.18863636363636,17.886363636363637,0.2871590909090909,0.34672131147540985,0.35452272727272727,0.19672131147540983,0.09090909090909091 592178,"Bryant, Kris",R,R,213,85.0543046357616,13.132450331125828,0.32719205298013243,0.33004694835680753,0.358476821192053,0.0892018779342723,0.039735099337748346 @@ -206,27 +206,27 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 592206,"Castellanos, Nick",R,L,139,89.10315789473684,14.715789473684211,0.35489473684210526,0.4118705035971223,0.40757894736842104,0.20863309352517986,0.09473684210526316 592206,"Castellanos, Nick",R,R,357,88.805,11.5125,0.37380833333333335,0.3254901960784314,0.42967083333333334,0.16806722689075632,0.10416666666666667 592273,"Drury, Brandon",R,L,79,87.44339622641509,10.056603773584905,0.3593207547169811,0.34746835443037977,0.39616981132075474,0.1518987341772152,0.05660377358490566 -592273,"Drury, Brandon",R,R,264,90.96927374301676,13.244444444444444,0.3384581005586592,0.3446969696969697,0.3983631284916201,0.21212121212121213,0.11731843575418995 -592450,"Judge, Aaron",R,L,44,98.1047619047619,20.428571428571427,0.4330952380952381,0.34204545454545454,0.6587619047619048,0.22727272727272727,0.38095238095238093 -592450,"Judge, Aaron",R,R,229,97.19761904761904,21.444444444444443,0.46355555555555555,0.46200873362445416,0.6683412698412698,0.2925764192139738,0.2698412698412698 +592273,"Drury, Brandon",R,R,266,90.87444444444445,13.204419889502763,0.33776666666666666,0.34210526315789475,0.39723888888888886,0.21052631578947367,0.11666666666666667 +592450,"Judge, Aaron",R,L,47,98.27083333333333,20.125,0.42254166666666665,0.3393617021276596,0.6165416666666667,0.2127659574468085,0.3333333333333333 +592450,"Judge, Aaron",R,R,230,97.23464566929134,21.330708661417322,0.46467716535433073,0.46391304347826084,0.6675196850393701,0.29130434782608694,0.2677165354330709 592518,"Machado, Manny",R,L,115,91.28255813953488,19.1046511627907,0.3581627906976744,0.4273913043478261,0.4274651162790698,0.2,0.10465116279069768 -592518,"Machado, Manny",R,R,327,90.93025210084033,13.231092436974789,0.29577731092436976,0.3159021406727829,0.3523739495798319,0.1743119266055046,0.09243697478991597 +592518,"Machado, Manny",R,R,331,90.91369294605809,13.377593360995851,0.2950746887966805,0.3120845921450151,0.3506721991701245,0.17220543806646527,0.0912863070539419 592626,"Pederson, Joc",L,L,43,79.82380952380953,15.714285714285714,0.19552380952380952,0.2383720930232558,0.18666666666666668,0.023255813953488372,0 -592626,"Pederson, Joc",L,R,248,92.69036144578313,14.102409638554217,0.36680722891566264,0.3570564516129032,0.4573253012048193,0.1774193548387097,0.13855421686746988 +592626,"Pederson, Joc",L,R,251,92.7547619047619,14.107142857142858,0.3671011904761905,0.35637450199203186,0.45769642857142856,0.1752988047808765,0.13690476190476192 592656,"Ramos, Henry",L,R,59,81.36216216216216,15.45945945945946,0.3061081081081081,0.3254237288135593,0.31129729729729727,0.06779661016949153,0.02702702702702703 592656,"Ramos, Henry",R,L,22,83.62142857142857,6.071428571428571,0.3747142857142857,0.325,0.3905,0.045454545454545456,0.07142857142857142 592663,"Realmuto, J.T.",R,L,115,89.91081081081082,14,0.35893243243243245,0.3726086956521739,0.45922972972972975,0.25217391304347825,0.14864864864864866 592663,"Realmuto, J.T.",R,R,286,89.27643979057592,16.38219895287958,0.324121052631579,0.3328671328671329,0.38726315789473686,0.17132867132867133,0.10471204188481675 592669,"Renfroe, Hunter",R,L,103,89.33823529411765,19.029411764705884,0.30570588235294116,0.3024271844660194,0.3352058823529412,0.10679611650485436,0.058823529411764705 -592669,"Renfroe, Hunter",R,R,350,88.75637860082304,15.246913580246913,0.30407818930041153,0.338,0.3473127572016461,0.19714285714285715,0.06172839506172839 +592669,"Renfroe, Hunter",R,R,352,88.53073770491804,15.03688524590164,0.3040737704918033,0.3380681818181818,0.34709426229508195,0.19602272727272727,0.06147540983606557 592696,"Rosario, Eddie",L,L,41,90,22.5,0.3837333333333333,0.3695121951219512,0.4394,0.24390243902439024,0.1 -592696,"Rosario, Eddie",L,R,331,88.95911111111111,14.12888888888889,0.3241911111111111,0.3131419939577039,0.3782,0.18126888217522658,0.08444444444444445 +592696,"Rosario, Eddie",L,R,336,88.82304347826087,14.252173913043478,0.32931739130434784,0.32083333333333336,0.3854956521739131,0.19047619047619047,0.08695652173913043 592885,"Yelich, Christian",L,L,126,88.82705882352941,1.9176470588235295,0.31224705882352943,0.30158730158730157,0.3339764705882353,0.0873015873015873,0.058823529411764705 592885,"Yelich, Christian",L,R,373,93.68446215139443,5.589641434262949,0.39150597609561755,0.3955764075067024,0.447199203187251,0.1769436997319035,0.099601593625498 593160,"Merrifield, Whit",R,L,106,84.25060240963856,11.710843373493976,0.2807831325301205,0.35188679245283017,0.2943373493975904,0.14150943396226415,0.03614457831325301 593160,"Merrifield, Whit",R,R,346,85.63141762452108,13.911877394636015,0.31094252873563216,0.351878612716763,0.3211187739463602,0.11271676300578035,0.01532567049808429 593428,"Bogaerts, Xander",R,L,132,89.83434343434344,9.98989898989899,0.29818181818181816,0.2943181818181818,0.3489090909090909,0.12121212121212122,0.10101010101010101 -593428,"Bogaerts, Xander",R,R,349,86.77975708502024,6.068548387096774,0.31406882591093116,0.34813753581661894,0.34071255060728745,0.11174785100286533,0.05263157894736842 +593428,"Bogaerts, Xander",R,R,352,86.86827309236948,6.128,0.3147590361445783,0.3497159090909091,0.3411847389558233,0.11079545454545454,0.05220883534136546 593643,"Alberto, Hanser",R,L,16,76.85714285714286,22.928571428571427,0.22114285714285714,0.453125,0.2225714285714286,0.3125,0 593643,"Alberto, Hanser",R,R,74,81.52586206896552,10.258620689655173,0.2900344827586207,0.2554054054054054,0.306,0.12162162162162163,0.034482758620689655 593871,"Polanco, Jorge",L,R,144,86.84772727272727,17.78409090909091,0.34920454545454543,0.32013888888888886,0.45192045454545454,0.1527777777777778,0.1590909090909091 @@ -252,19 +252,19 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 595978,"Hedges, Austin",L,R,1,46.6,-24,0.197,0,0.184,0,0 595978,"Hedges, Austin",R,L,68,84.32448979591837,9.63265306122449,0.2846326530612245,0.21838235294117647,0.29822448979591837,0.07352941176470588,0.02040816326530612 595978,"Hedges, Austin",R,R,126,81.7840909090909,12.247191011235955,0.27642045454545455,0.21666666666666667,0.2716818181818182,0.023809523809523808,0 -596019,"Lindor, Francisco",L,R,357,91.57336244541484,19.19650655021834,0.33932751091703056,0.34369747899159664,0.4001353711790393,0.17647058823529413,0.10043668122270742 +596019,"Lindor, Francisco",L,R,361,91.66163793103448,19.25,0.34017672413793104,0.3477839335180055,0.400301724137931,0.1772853185595568,0.09913793103448276 596019,"Lindor, Francisco",R,L,140,92.0625,18.21153846153846,0.3092115384615385,0.3325,0.4010480769230769,0.22857142857142856,0.1346153846153846 596019,"Lindor, Francisco",R,R,1,102.4,13,0.909,0.9,0.882,0,0 596059,"Odor, Rougned",L,L,18,88.00999999999999,7,0.27899999999999997,0.20833333333333334,0.3166,0.05555555555555555,0.1 596059,"Odor, Rougned",L,R,139,89.87912087912088,20.24175824175824,0.32674725274725275,0.3237410071942446,0.3637032967032967,0.14388489208633093,0.06593406593406594 -596103,"Slater, Austin",R,L,87,93.03392857142858,13,0.33603571428571427,0.36091954022988504,0.4230892857142857,0.16091954022988506,0.125 +596103,"Slater, Austin",R,L,89,92.91379310344827,12.5,0.3378448275862069,0.35280898876404493,0.42110344827586205,0.15730337078651685,0.1206896551724138 596103,"Slater, Austin",R,R,51,88.10333333333334,4.133333333333334,0.33153333333333335,0.3049019607843137,0.39043333333333335,0.0784313725490196,0.13333333333333333 596115,"Story, Trevor",R,L,8,94.9,23,0.45242857142857146,0.65,0.46614285714285714,0.25,0.14285714285714285 596115,"Story, Trevor",R,R,12,94.32,13.6,0.3986,0.26666666666666666,0.5602,0.16666666666666666,0.2 596117,"Stubbs, Garrett",L,L,23,66.16666666666667,9,0.2518666666666667,0.2717391304347826,0.24580000000000002,0.043478260869565216,0 596117,"Stubbs, Garrett",L,R,65,78.32093023255814,18.209302325581394,0.22406976744186047,0.2530769230769231,0.21351162790697675,0.06153846153846154,0 596129,"Vogelbach, Daniel",L,L,13,77.95,-6.666666666666667,0.12016666666666667,0,0.12233333333333334,0,0 -596129,"Vogelbach, Daniel",L,R,237,91.98322147651007,13.228187919463087,0.32771140939597315,0.32721518987341774,0.36944295302013425,0.1308016877637131,0.06711409395973154 +596129,"Vogelbach, Daniel",L,R,241,92.07066666666667,13.313333333333333,0.33179333333333333,0.3358921161825726,0.3792466666666667,0.14107883817427386,0.07333333333333333 596142,"Sánchez, Gary",R,L,68,93.5625,12.520833333333334,0.3798958333333333,0.3845588235294118,0.5287291666666667,0.35294117647058826,0.22916666666666666 596142,"Sánchez, Gary",R,R,147,87.92258064516129,17.21505376344086,0.2974731182795699,0.33129251700680273,0.37138709677419357,0.19047619047619047,0.10752688172043011 596146,"Kepler, Max",L,L,66,87.67608695652174,10.847826086956522,0.30089130434782607,0.3325757575757576,0.3462173913043478,0.19696969696969696,0.10869565217391304 @@ -273,28 +273,28 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 596847,"Choi, Ji Man",L,R,73,92.18936170212766,16.23404255319149,0.36848936170212765,0.30273972602739724,0.49853191489361703,0.2602739726027397,0.23404255319148937 598265,"Bradley Jr., Jackie",L,L,36,82.975,-0.95,0.2235,0.20972222222222223,0.23945,0.05555555555555555,0 598265,"Bradley Jr., Jackie",L,R,77,88.95178571428572,6.035714285714286,0.264125,0.18116883116883117,0.3090357142857143,0.07792207792207792,0.07142857142857142 -600301,"Motter, Taylor",R,L,16,95.15555555555555,15.555555555555555,0.40844444444444444,0.25625,0.42444444444444446,0.125,0.1111111111111111 -600301,"Motter, Taylor",R,R,38,85.5909090909091,18.818181818181817,0.3180909090909091,0.19736842105263158,0.3261363636363636,0,0 +600301,"Motter, Taylor",R,L,19,95.15555555555555,15.555555555555555,0.40844444444444444,0.21578947368421053,0.42444444444444446,0.10526315789473684,0.1111111111111111 +600301,"Motter, Taylor",R,R,39,84.34347826086956,20.956521739130434,0.30430434782608695,0.19230769230769232,0.3119565217391304,0,0 600303,"La Stella, Tommy",L,R,24,86.6125,19.1875,0.2526875,0.2520833333333333,0.2426875,0.041666666666666664,0 600869,"Candelario, Jeimer",L,R,329,88.66502242152467,12.865470852017937,0.3279013452914798,0.39361702127659576,0.3891883408071749,0.2188449848024316,0.08071748878923767 600869,"Candelario, Jeimer",R,L,134,87.76741573033708,17.44943820224719,0.3090786516853933,0.3347014925373134,0.3317640449438202,0.13432835820895522,0.0449438202247191 602074,"Daza, Yonathan",R,L,22,83.38947368421053,12.157894736842104,0.24357894736842103,0.2772727272727273,0.24757894736842107,0.09090909090909091,0 602074,"Daza, Yonathan",R,R,58,82.92790697674418,14.651162790697674,0.27693023255813953,0.2939655172413793,0.2827906976744186,0.06896551724137931,0 602104,"Urías, Ramón",R,L,104,87.7056338028169,11.352112676056338,0.27749295774647886,0.2793269230769231,0.29488732394366196,0.10576923076923077,0.056338028169014086 -602104,"Urías, Ramón",R,R,197,90.94173228346456,8.511811023622048,0.3310787401574803,0.3522842639593909,0.3700236220472441,0.1319796954314721,0.08661417322834646 +602104,"Urías, Ramón",R,R,201,90.8062015503876,8.612403100775193,0.33317054263565893,0.345273631840796,0.37744961240310076,0.12935323383084577,0.09302325581395349 605113,"Ahmed, Nick",R,L,98,85.13380281690141,14.690140845070422,0.2835915492957746,0.2066326530612245,0.297056338028169,0.061224489795918366,0.028169014084507043 605113,"Ahmed, Nick",R,R,73,82.93829787234043,2.382978723404255,0.326063829787234,0.32602739726027397,0.3442127659574468,0.1232876712328767,0.02127659574468085 605119,"Anderson, Brian",R,L,80,86.69574468085106,9.617021276595745,0.3006808510638298,0.283125,0.3773404255319149,0.1125,0.10638297872340426 605119,"Anderson, Brian",R,R,267,87.55128205128206,9.326923076923077,0.3680576923076923,0.3187265917602996,0.41684615384615387,0.13108614232209737,0.09615384615384616 605131,"Barnes, Austin",R,L,42,80.53571428571429,6.714285714285714,0.23492857142857143,0.19642857142857142,0.26592857142857146,0,0.03571428571428571 605131,"Barnes, Austin",R,R,96,83.00461538461539,4.861538461538461,0.26413846153846154,0.1875,0.27436923076923075,0.020833333333333332,0.015384615384615385 -605137,"Bell, Josh",L,R,300,90.0656862745098,5.955882352941177,0.35081372549019607,0.318,0.3960735294117647,0.13,0.0784313725490196 -605137,"Bell, Josh",R,L,141,90.23777777777778,16.27777777777778,0.3643222222222222,0.3549645390070922,0.4487111111111111,0.19148936170212766,0.13333333333333333 +605137,"Bell, Josh",L,R,301,90.16975609756098,6.04390243902439,0.3539512195121951,0.32358803986710966,0.40384878048780487,0.13953488372093023,0.08292682926829269 +605137,"Bell, Josh",R,L,144,89.98478260869565,15.880434782608695,0.36631521739130435,0.35381944444444446,0.448445652173913,0.1875,0.13043478260869565 605141,"Betts, Mookie",R,L,135,94.60947368421053,22.957894736842107,0.3496947368421053,0.44851851851851854,0.47614736842105265,0.32592592592592595,0.16842105263157894 605141,"Betts, Mookie",R,R,377,91.7618320610687,19.049618320610687,0.3472862595419847,0.4030503978779841,0.4239885496183206,0.22015915119363394,0.11450381679389313 605170,"Caratini, Victor",L,R,132,92.80340909090908,11.659090909090908,0.3451818181818182,0.3409090909090909,0.3829090909090909,0.13636363636363635,0.07954545454545454 605170,"Caratini, Victor",R,L,37,91.84166666666667,5.75,0.33666666666666667,0.3027027027027027,0.3254166666666667,0.05405405405405406,0 -605204,"Davis, J.D.",R,L,114,94.16301369863014,12.465753424657533,0.3777945205479452,0.30043859649122806,0.4693150684931507,0.17543859649122806,0.1232876712328767 +605204,"Davis, J.D.",R,L,116,94.09324324324325,12.445945945945946,0.38114864864864867,0.30129310344827587,0.47078378378378377,0.1724137931034483,0.12162162162162163 605204,"Davis, J.D.",R,R,310,90.31741573033707,5.955056179775281,0.3702921348314607,0.33580645161290323,0.4191797752808989,0.13548387096774195,0.07865168539325842 605242,"Fulmer, Michael",R,R,1,NA,NA,NA,0,NA,0,NA 605421,"Perez, Michael",L,L,1,NA,NA,NA,0,NA,0,NA @@ -302,23 +302,23 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 605612,"Castro, Harold",L,L,27,85.7,16.666666666666668,0.22373333333333334,0.1388888888888889,0.22053333333333333,0.037037037037037035,0 605612,"Castro, Harold",L,R,212,85.31761006289308,9.452830188679245,0.3399622641509434,0.294811320754717,0.35638364779874215,0.0660377358490566,0.03773584905660377 606115,"Arcia, Orlando",R,L,72,90.81590909090909,9.377777777777778,0.39047727272727273,0.4756944444444444,0.4935681818181818,0.2916666666666667,0.1590909090909091 -606115,"Arcia, Orlando",R,R,295,88.85244444444444,5.008849557522124,0.30721333333333334,0.32949152542372884,0.3404844444444444,0.11864406779661017,0.057777777777777775 +606115,"Arcia, Orlando",R,R,300,88.82819383259911,5.254385964912281,0.30892511013215856,0.327,0.34169162995594715,0.11666666666666667,0.05726872246696035 606132,"Tapia, Raimel",L,L,26,77.56666666666666,-1.4166666666666667,0.19,0.1596153846153846,0.17825,0,0 606132,"Tapia, Raimel",L,R,132,85.5956043956044,1.989010989010989,0.3192,0.32651515151515154,0.35912222222222223,0.11363636363636363,0.07692307692307693 -606192,"Hernández, Teoscar",R,L,101,92.9044776119403,15.507462686567164,0.36628358208955225,0.38514851485148516,0.47305970149253734,0.25742574257425743,0.16417910447761194 +606192,"Hernández, Teoscar",R,L,102,92.92205882352941,14.911764705882353,0.3620735294117647,0.3813725490196078,0.46716176470588233,0.2549019607843137,0.16176470588235295 606192,"Hernández, Teoscar",R,R,385,89.85084745762713,11.783898305084746,0.367228813559322,0.28753246753246753,0.43771186440677967,0.12727272727272726,0.1228813559322034 -606466,"Marte, Ketel",L,R,340,90.70411522633745,11.037037037037036,0.320119341563786,0.36926470588235294,0.3616748971193416,0.19411764705882353,0.08641975308641975 +606466,"Marte, Ketel",L,R,344,90.72775510204082,10.824489795918367,0.3186,0.36497093023255817,0.3598,0.19186046511627908,0.08571428571428572 606466,"Marte, Ketel",R,L,142,90.17678571428571,11.5625,0.33166964285714284,0.3816901408450704,0.3647053571428571,0.16901408450704225,0.08928571428571429 606992,"Haase, Eric",R,L,70,87.01739130434783,19.043478260869566,0.2538913043478261,0.1692857142857143,0.2683913043478261,0.08571428571428572,0.043478260869565216 606992,"Haase, Eric",R,R,204,87.51438848920863,12.086330935251798,0.3242446043165468,0.2757352941176471,0.3433884892086331,0.0784313725490196,0.04316546762589928 607043,"Nimmo, Brandon",L,L,161,90.68378378378378,10.945945945945946,0.3384144144144144,0.3425465838509317,0.3483153153153153,0.08074534161490683,0.04504504504504504 -607043,"Nimmo, Brandon",L,R,339,91.77370892018779,12.178403755868544,0.330131455399061,0.35294985250737465,0.40331455399061034,0.17404129793510326,0.107981220657277 +607043,"Nimmo, Brandon",L,R,344,91.70504587155963,12.13302752293578,0.33226146788990824,0.35625,0.4063761467889908,0.18023255813953487,0.11009174311926606 607054,"Peterson, Jace",L,L,52,81.82285714285715,10.914285714285715,0.27394285714285715,0.1971153846153846,0.2688857142857143,0,0 -607054,"Peterson, Jace",L,R,295,85.3904255319149,14.946808510638299,0.2953297872340426,0.3001694915254237,0.33278723404255317,0.09830508474576272,0.05319148936170213 +607054,"Peterson, Jace",L,R,299,85.5,14.899470899470899,0.29704761904761906,0.29615384615384616,0.333978835978836,0.09698996655518395,0.05291005291005291 607208,"Turner, Trea",R,L,151,89.32314814814815,15.333333333333334,0.33799074074074076,0.3251655629139073,0.40066666666666667,0.18543046357615894,0.10185185185185185 607208,"Turner, Trea",R,R,370,89.88984375,12.5,0.32365234375,0.3112162162162162,0.34552734375,0.11621621621621622,0.03515625 607461,"Beaty, Matt",L,L,3,77.05,-10,0.1,0.3,0.093,0,0 -607461,"Beaty, Matt",L,R,29,85.18695652173913,1.4782608695652173,0.2783913043478261,0.3017241379310345,0.2827391304347826,0.10344827586206896,0 +607461,"Beaty, Matt",L,R,31,85.18695652173913,1.4782608695652173,0.2783913043478261,0.30483870967741933,0.2827391304347826,0.0967741935483871,0 607680,"Pillar, Kevin",R,L,81,88.23833333333333,15.783333333333333,0.37383333333333335,0.3154320987654321,0.42256666666666665,0.20987654320987653,0.11666666666666667 607680,"Pillar, Kevin",R,R,58,85.7051282051282,23.58974358974359,0.2887435897435897,0.30603448275862066,0.322025641025641,0.15517241379310345,0.05128205128205128 607732,"Stallings, Jacob",R,L,38,87.304,0.96,0.31912,0.29736842105263156,0.32772,0.07894736842105263,0.08 @@ -326,21 +326,21 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 608070,"Ramírez, José",L,R,333,89.776029962546815,19.715355805243444,0.3487453183520599,0.3993993993993994,0.39449812734082396,0.1921921921921922,0.06741573033707865 608070,"Ramírez, José",R,L,149,89.35873015873015,17.642857142857142,0.27546031746031746,0.2691275167785235,0.30986507936507934,0.174496644295302,0.06349206349206349 608070,"Ramírez, José",R,R,1,66.5,58,0.009,0,0.008,0,0 -608324,"Bregman, Alex",R,L,149,87.76806722689075,22.51260504201681,0.2513025210084034,0.2577181208053691,0.2848403361344538,0.10738255033557047,0.05042016806722689 +608324,"Bregman, Alex",R,L,153,87.800826446281,22.520661157024794,0.25227272727272726,0.25555555555555554,0.28489256198347107,0.10457516339869281,0.049586776859504134 608324,"Bregman, Alex",R,R,374,88.26591760299625,17.53558052434457,0.3275430711610487,0.37967914438502676,0.3658801498127341,0.15508021390374332,0.04868913857677903 608336,"Gallo, Joey",L,L,55,88.3125,10.791666666666666,0.368375,0.33454545454545453,0.524625,0.2,0.16666666666666666 608336,"Gallo, Joey",L,R,242,94.0923076923077,32.01923076923077,0.29454807692307694,0.3365702479338843,0.46447115384615384,0.24793388429752067,0.20192307692307693 608348,"Kelly, Carson",R,L,31,88.73125,7.4375,0.281875,0.38548387096774195,0.31375000000000003,0.12903225806451613,0 608348,"Kelly, Carson",R,R,61,86.62391304347827,10.23913043478261,0.27558695652173915,0.2,0.27997826086956523,0.03278688524590164,0.021739130434782608 608360,"Okey, Chris",R,L,2,NA,NA,NA,0,NA,0,NA -608369,"Seager, Corey",L,L,112,91.6,13.116279069767442,0.3582906976744186,0.421875,0.4503604651162791,0.24107142857142858,0.13953488372093023 -608369,"Seager, Corey",L,R,225,95.21234567901234,11.32716049382716,0.4362037037037037,0.45644444444444443,0.5436790123456791,0.28444444444444444,0.19135802469135801 +608369,"Seager, Corey",L,L,115,91.81724137931035,13.137931034482758,0.36195402298850576,0.4108695652173913,0.45417241379310347,0.23478260869565218,0.14942528735632185 +608369,"Seager, Corey",L,R,226,95.30061349693251,11.374233128834355,0.4387484662576687,0.4599557522123894,0.5481472392638037,0.28761061946902655,0.19631901840490798 608385,"Winker, Jesse",L,L,13,90.91666666666667,6,0.439,0.27307692307692305,0.4115,0.07692307692307693,0 608385,"Winker, Jesse",L,R,183,86.59454545454545,14.036363636363637,0.2866,0.27814207650273226,0.3054363636363636,0.03825136612021858,0.03636363636363636 608596,"Murphy, Tom",R,L,72,91.77777777777777,17.88888888888889,0.3874222222222222,0.37569444444444444,0.4734888888888889,0.19444444444444445,0.1111111111111111 608596,"Murphy, Tom",R,R,87,87.8051724137931,10.53448275862069,0.36431034482758623,0.36954022988505747,0.4615,0.25287356321839083,0.1724137931034483 608671,"Jankowski, Travis",L,L,26,73.335,4.65,0.3122,0.31153846153846154,0.2972,0.11538461538461539,0 -608671,"Jankowski, Travis",L,R,200,86.33028169014085,5.859154929577465,0.2973521126760563,0.372,0.2911549295774648,0.065,0.007042253521126761 +608671,"Jankowski, Travis",L,R,201,86.26573426573427,6.06993006993007,0.29587412587412587,0.3701492537313433,0.28973426573426575,0.06467661691542288,0.006993006993006993 608701,"Refsnyder, Rob",R,L,113,89.36164383561643,12.013698630136986,0.3703698630136986,0.4101769911504425,0.39297260273972606,0.07079646017699115,0.0410958904109589 608701,"Refsnyder, Rob",R,R,85,82.826,11.1,0.33576,0.2411764705882353,0.3441,0.03529411764705882,0.04 608703,"Reynolds, Matt",R,L,3,77.45,36.5,0.381,0.3,0.34800000000000003,0,0 @@ -389,34 +389,36 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 621563,"Wendle, Joey",L,L,25,87.02777777777777,-11.777777777777779,0.2861666666666667,0.296,0.29394444444444445,0.12,0 621563,"Wendle, Joey",L,R,222,87.51533742331289,3.9079754601226995,0.2996441717791411,0.2722972972972973,0.31004294478527605,0.08108108108108109,0.024539877300613498 621566,"Olson, Matt",L,L,122,95.30675675675676,17.14864864864865,0.3949594594594595,0.369672131147541,0.5347162162162162,0.27049180327868855,0.14864864864864866 -621566,"Olson, Matt",L,R,397,94.99917012448132,17.597510373443985,0.3710539419087137,0.43287153652392946,0.49907883817427384,0.3047858942065491,0.17012448132780084 -622110,"Duffy, Matt",R,L,86,87.578125,13.328125,0.36503125,0.3494186046511628,0.373140625,0.09302325581395349,0.046875 -622110,"Duffy, Matt",R,R,77,83.58070175438597,6.7894736842105265,0.28519298245614033,0.2675324675324675,0.2770877192982456,0.025974025974025976,0 +621566,"Olson, Matt",L,R,402,95.02254098360656,17.668032786885245,0.36972540983606555,0.43544776119402984,0.49641803278688523,0.3009950248756219,0.1680327868852459 +622110,"Duffy, Matt",R,L,87,87.578125,13.328125,0.36503125,0.35344827586206895,0.373140625,0.09195402298850575,0.046875 +622110,"Duffy, Matt",R,R,78,83.85689655172413,6.551724137931035,0.285051724137931,0.2641025641025641,0.2766724137931035,0.02564102564102564,0 622250,"Sborz, Josh",R,R,1,NA,NA,NA,0,NA,0,NA -622534,"Margot, Manuel",R,L,81,88.94137931034483,10.067796610169491,0.3103793103448276,0.2833333333333333,0.34594827586206894,0.09876543209876543,0.05172413793103448 -622534,"Margot, Manuel",R,R,194,86.33401360544218,9.210884353741497,0.2898095238095238,0.3059278350515464,0.29880272108843536,0.0979381443298969,0.034013605442176874 +622534,"Margot, Manuel",R,L,82,88.90169491525424,10.9,0.3056101694915254,0.27987804878048783,0.34067796610169493,0.0975609756097561,0.05084745762711865 +622534,"Margot, Manuel",R,R,198,86.21946308724833,8.765100671140939,0.2898859060402685,0.30782828282828284,0.29851677852348996,0.09595959595959595,0.03355704697986577 622569,"Reyes, Pablo",R,L,36,87.734375,7.90625,0.3511875,0.4527777777777778,0.37359375,0.1111111111111111,0.0625 622569,"Reyes, Pablo",R,R,72,85.2,16.125,0.30001785714285717,0.3020833333333333,0.32903571428571426,0.06944444444444445,0.03571428571428571 +622666,"Camargo, Johan",L,R,2,NA,NA,NA,0,NA,0,NA +622666,"Camargo, Johan",R,L,2,100.25,4.5,0.5685,0.45,0.5545,0,0 622761,"Mateo, Jorge",R,L,107,87.9775,6.025,0.3378625,0.35841121495327105,0.3592625,0.14018691588785046,0.05 622761,"Mateo, Jorge",R,R,184,85.40833333333333,11.725,0.2654416666666667,0.22282608695652173,0.30628333333333335,0.10326086956521739,0.058333333333333334 623168,"Heineman, Tyler",L,R,29,78.63157894736842,19.42105263157895,0.2838421052631579,0.3189655172413793,0.2806842105263158,0.034482758620689655,0 623168,"Heineman, Tyler",R,L,1,NA,NA,NA,0,NA,0,NA -623205,"Velazquez, Andrew",L,R,54,77.29655172413793,0.9310344827586207,0.253448275862069,0.2712962962962963,0.2912758620689655,0.12962962962962962,0.06896551724137931 -623205,"Velazquez, Andrew",R,L,17,84.37777777777778,18.22222222222222,0.19777777777777777,0.39705882352941174,0.188,0.058823529411764705,0 +623205,"Velazquez, Andrew",L,R,56,77.29655172413793,0.9310344827586207,0.253448275862069,0.26160714285714287,0.2912758620689655,0.125,0.06896551724137931 +623205,"Velazquez, Andrew",R,L,18,83.45,15,0.182,0.375,0.1728,0.05555555555555555,0 623507,"Lester, Josh",L,L,2,75.25,-3,0.15300000000000002,0.45,0.14850000000000002,0,0 623507,"Lester, Josh",L,R,21,87.56923076923077,-1.4615384615384615,0.325,0.20476190476190476,0.30846153846153845,0,0 -623912,"Ramírez, Harold",R,L,79,90.63709677419355,1.6935483870967742,0.3405,0.4259493670886076,0.3735322580645161,0.189873417721519,0.06451612903225806 -623912,"Ramírez, Harold",R,R,233,89.01242603550295,9.644970414201184,0.3224201183431953,0.3274678111587983,0.3510828402366864,0.1072961373390558,0.04142011834319527 -623993,"Santander, Anthony",L,R,363,89.87450980392157,22.772549019607844,0.313843137254902,0.34228650137741046,0.37541176470588233,0.209366391184573,0.09019607843137255 -623993,"Santander, Anthony",R,L,120,94.50757575757575,16.90909090909091,0.32246969696969696,0.35833333333333334,0.3951969696969697,0.15,0.10606060606060606 +623912,"Ramírez, Harold",R,L,81,90.3921875,1.140625,0.342671875,0.4462962962962963,0.3778125,0.20987654320987653,0.0625 +623912,"Ramírez, Harold",R,R,237,88.95672514619883,9.777777777777779,0.3249122807017544,0.32869198312236286,0.3528421052631579,0.10548523206751055,0.04093567251461988 +623993,"Santander, Anthony",L,R,366,89.76279069767442,22.709302325581394,0.31119767441860463,0.3394808743169399,0.372,0.20765027322404372,0.08914728682170543 +623993,"Santander, Anthony",R,L,121,94.25820895522388,16.83582089552239,0.32376119402985076,0.35537190082644626,0.3947910447761194,0.1487603305785124,0.1044776119402985 624413,"Alonso, Pete",R,L,127,88.26860465116279,16,0.38090697674418605,0.36181102362204726,0.4892558139534884,0.27559055118110237,0.1511627906976744 -624413,"Alonso, Pete",R,R,336,89.6304932735426,16.73542600896861,0.3217982062780269,0.3607142857142857,0.42378026905829597,0.25297619047619047,0.15246636771300448 +624413,"Alonso, Pete",R,R,340,89.60575221238938,16.699115044247787,0.31895575221238937,0.36220588235294116,0.4194646017699115,0.2529411764705882,0.1504424778761062 624414,"Arroyo, Christian",R,L,62,86.79285714285714,10.119047619047619,0.2719047619047619,0.23790322580645162,0.2947142857142857,0.14516129032258066,0.047619047619047616 624414,"Arroyo, Christian",R,R,144,85.77155963302752,10.7,0.30969724770642204,0.29375,0.3319357798165138,0.1111111111111111,0.045871559633027525 624415,"Biggio, Cavan",L,L,26,81.09166666666667,18,0.3685,0.2403846153846154,0.3735,0.038461538461538464,0 624415,"Biggio, Cavan",L,R,177,88.52844036697248,16.275229357798164,0.3197614678899083,0.3206214689265537,0.3909908256880734,0.1638418079096045,0.11926605504587157 -624424,"Conforto, Michael",L,L,98,86.82539682539682,10.26984126984127,0.305015873015873,0.2673469387755102,0.34004761904761904,0.11224489795918367,0.047619047619047616 -624424,"Conforto, Michael",L,R,294,89.70572916666667,11.828125,0.343921875,0.352891156462585,0.40108333333333335,0.15306122448979592,0.07291666666666667 +624424,"Conforto, Michael",L,L,99,86.6578125,10.421875,0.31565625,0.2737373737373737,0.348859375,0.1111111111111111,0.046875 +624424,"Conforto, Michael",L,R,297,89.79845360824743,11.70103092783505,0.34498453608247426,0.3547138047138047,0.4012216494845361,0.15151515151515152,0.07216494845360824 624428,"Frazier, Adam",L,L,60,85.66666666666667,10.11111111111111,0.2537333333333333,0.27416666666666667,0.25264444444444445,0.11666666666666667,0.022222222222222223 624428,"Frazier, Adam",L,R,303,85.09709543568465,14.522821576763485,0.3291701244813278,0.32904290429042904,0.344344398340249,0.16501650165016502,0.03319502074688797 624431,"Trevino, Jose",R,L,44,88.25128205128205,8.692307692307692,0.32464102564102565,0.3795454545454545,0.3434871794871795,0.18181818181818182,0.02564102564102564 @@ -425,14 +427,14 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 624503,"Gordon, Nick",L,R,83,88.33472222222223,9.527777777777779,0.27190277777777777,0.22590361445783133,0.3226111111111111,0.14457831325301204,0.05555555555555555 624512,"McGuire, Reese",L,L,15,71.37,8.6,0.40140000000000003,0.44666666666666666,0.3724,0.06666666666666667,0 624512,"McGuire, Reese",L,R,121,83.35061728395061,3.8395061728395063,0.2762222222222222,0.2991735537190083,0.2960864197530864,0.09917355371900827,0.024691358024691357 -624585,"Soler, Jorge",R,L,105,92.1375,21.171875,0.444390625,0.4738095238095238,0.621265625,0.37142857142857144,0.25 +624585,"Soler, Jorge",R,L,109,92.26470588235294,21.176470588235293,0.4406764705882353,0.47477064220183485,0.6231029411764706,0.3853211009174312,0.25 624585,"Soler, Jorge",R,R,367,90.33991596638656,16.642857142857142,0.324781512605042,0.32302452316076297,0.396781512605042,0.1771117166212534,0.1134453781512605 624641,"Sosa, Edmundo",R,L,94,86.63333333333334,20.825396825396826,0.3133968253968254,0.3074468085106383,0.35768253968253966,0.1702127659574468,0.07936507936507936 624641,"Sosa, Edmundo",R,R,129,86.25806451612904,9.580645161290322,0.2787741935483871,0.29651162790697677,0.30352688172043013,0.13178294573643412,0.03225806451612903 628451,"Ibáñez, Andy",R,L,82,91.3672131147541,19.59016393442623,0.3078032786885246,0.2975609756097561,0.37691803278688524,0.2073170731707317,0.09836065573770492 628451,"Ibáñez, Andy",R,R,180,88.87608695652175,9.369565217391305,0.32521739130434785,0.29694444444444446,0.36618840579710144,0.12777777777777777,0.08695652173913043 630105,"Cronenworth, Jake",L,L,146,85.26354166666667,13.270833333333334,0.28419791666666666,0.30445205479452053,0.29930208333333336,0.13013698630136986,0.041666666666666664 -630105,"Cronenworth, Jake",L,R,334,86.44322033898305,15.834745762711865,0.29453813559322034,0.3209580838323353,0.32960593220338985,0.1407185628742515,0.038135593220338986 +630105,"Cronenworth, Jake",L,R,337,86.29037656903766,15.414225941422593,0.2925732217573222,0.31810089020771515,0.3270669456066946,0.1394658753709199,0.03765690376569038 640449,"Frazier, Clint",R,L,45,81.75714285714285,6.857142857142857,0.25407142857142856,0.25,0.24625,0.06666666666666667,0 640449,"Frazier, Clint",R,R,31,83.97333333333333,20.066666666666666,0.3532,0.27419354838709675,0.36286666666666667,0,0 640457,"Meadows, Austin",L,L,6,97.4,17.8,0.2982,0.35833333333333334,0.2802,0.16666666666666666,0 @@ -462,8 +464,8 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 641553,"Engel, Adam",R,L,6,81.05,34,0.109,0,0.10250000000000001,0,0 641584,"Fraley, Jake",L,L,39,82.16206896551724,8.241379310344827,0.20786206896551723,0.19999999999999998,0.20696551724137932,0.05128205128205128,0 641584,"Fraley, Jake",L,R,286,85.5095,16.82587064676617,0.34306,0.3786713286713287,0.38027500000000003,0.1993006993006993,0.07 -641598,"Garver, Mitch",R,L,51,92.7,22.764705882352942,0.3502941176470588,0.4372549019607843,0.4002352941176471,0.11764705882352941,0.08823529411764706 -641598,"Garver, Mitch",R,R,124,90.60972222222222,14.402777777777779,0.3782361111111111,0.34919354838709676,0.49068055555555556,0.20967741935483872,0.16666666666666666 +641598,"Garver, Mitch",R,L,54,92.34571428571428,22.485714285714284,0.3566,0.45555555555555555,0.40408571428571427,0.1111111111111111,0.08571428571428572 +641598,"Garver, Mitch",R,R,126,90.49054054054054,14.094594594594595,0.37404054054054053,0.3535714285714286,0.4833108108108108,0.21428571428571427,0.16216216216216217 641645,"Guillorme, Luis",L,L,24,76.23076923076923,5.384615384615385,0.27292307692307693,0.3104166666666667,0.26592307692307693,0.125,0 641645,"Guillorme, Luis",L,R,88,85.64920634920635,10.126984126984127,0.2783174603174603,0.29261363636363635,0.28014285714285714,0.09090909090909091,0.015873015873015872 641658,"Hampson, Garrett",R,L,51,78.5625,12.3125,0.41909375,0.3656862745098039,0.427,0.11764705882352941,0.03125 @@ -471,25 +473,25 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 641680,"Heim, Jonah",L,R,290,89.49485981308412,18.682242990654206,0.33982710280373835,0.35,0.39629439252336446,0.1896551724137931,0.08411214953271028 641680,"Heim, Jonah",R,L,72,88.22678571428571,17.553571428571427,0.31985714285714284,0.37569444444444444,0.3646964285714286,0.1388888888888889,0.05357142857142857 641786,"Lewis, Kyle",R,L,23,88.30714285714286,26.785714285714285,0.2662857142857143,0.23478260869565218,0.31707142857142856,0.13043478260869565,0.14285714285714285 -641786,"Lewis, Kyle",R,R,12,87.325,32.375,0.2295,0.2375,0.233625,0.08333333333333333,0 +641786,"Lewis, Kyle",R,R,16,86.99,30.4,0.2128,0.178125,0.2138,0.0625,0 641796,"Locastro, Tim",R,L,6,77.33333333333333,7.666666666666667,0.39799999999999996,0.26666666666666666,0.37,0,0 641796,"Locastro, Tim",R,R,7,74.56666666666666,11.666666666666666,0.091,0.19999999999999998,0.08466666666666667,0,0 641820,"Mancini, Trey",R,L,108,91.35,12.403225806451612,0.31529032258064515,0.2861111111111111,0.3606774193548387,0.1111111111111111,0.04838709677419355 641820,"Mancini, Trey",R,R,156,87.06428571428572,12.122448979591837,0.320659793814433,0.28205128205128205,0.33563917525773196,0.07692307692307693,0.030612244897959183 641856,"McKinney, Billy",L,L,10,85.03333333333333,7,0.38516666666666666,0.34,0.37933333333333336,0,0 -641856,"McKinney, Billy",L,R,124,89.8873417721519,11.620253164556962,0.3545696202531646,0.3278225806451613,0.4498607594936709,0.18548387096774194,0.13924050632911392 -641857,"McMahon, Ryan",L,L,142,87.64512195121951,6.829268292682927,0.32264634146341464,0.26936619718309857,0.3718170731707317,0.11267605633802817,0.07317073170731707 -641857,"McMahon, Ryan",L,R,328,92.11502590673575,9.569948186528498,0.4002642487046632,0.3923780487804878,0.4877098445595855,0.21951219512195122,0.13989637305699482 -641933,"O'Neill, Tyler",R,L,45,90.38620689655173,9.862068965517242,0.364,0.3655555555555556,0.4160689655172414,0.2,0.10344827586206896 -641933,"O'Neill, Tyler",R,R,129,89.03670886075949,16.40506329113924,0.35368354430379745,0.30426356589147285,0.4342025316455696,0.13178294573643412,0.12658227848101267 +641856,"McKinney, Billy",L,R,125,89.8873417721519,11.620253164556962,0.3545696202531646,0.3308,0.4498607594936709,0.184,0.13924050632911392 +641857,"McMahon, Ryan",L,L,143,87.85301204819277,6.867469879518072,0.32908433734939757,0.2737762237762238,0.3774819277108434,0.11188811188811189,0.07228915662650602 +641857,"McMahon, Ryan",L,R,331,92.11502590673575,9.569948186528498,0.4002642487046632,0.388821752265861,0.4877098445595855,0.2175226586102719,0.13989637305699482 +641933,"O'Neill, Tyler",R,L,48,90.59,10.833333333333334,0.3555,0.371875,0.4083333333333333,0.1875,0.1 +641933,"O'Neill, Tyler",R,R,131,89.03670886075949,16.40506329113924,0.35368354430379745,0.3049618320610687,0.4342025316455696,0.1297709923664122,0.12658227848101267 641943,"Palacios, Josh",L,L,24,84.76666666666667,16.5625,0.3214666666666667,0.2916666666666667,0.32713333333333333,0.125,0.06666666666666667 641943,"Palacios, Josh",L,R,123,90.17821782178218,3.8137254901960786,0.3177029702970297,0.2780487804878049,0.3489405940594059,0.15447154471544716,0.0594059405940594 642086,"Smith, Dominic",L,L,143,83.80660377358491,4.254716981132075,0.31486792452830187,0.2800699300699301,0.314,0.02097902097902098,0.018867924528301886 642086,"Smith, Dominic",L,R,305,86.6863436123348,14.409691629955947,0.31301321585903086,0.32704918032786884,0.3395154185022026,0.09180327868852459,0.04405286343612335 642133,"Tellez, Rowdy",L,L,41,84.75,8.076923076923077,0.2961923076923077,0.2658536585365854,0.31534615384615383,0.07317073170731707,0 642133,"Tellez, Rowdy",L,R,244,89.98121212121212,16.8969696969697,0.3336121212121212,0.3043032786885246,0.37554545454545457,0.1721311475409836,0.09090909090909091 -642136,"Thaiss, Matt",L,L,35,87.7235294117647,14.647058823529411,0.3846470588235294,0.3,0.36611764705882355,0,0 -642136,"Thaiss, Matt",L,R,238,88.95342465753424,9,0.3466712328767123,0.3130252100840336,0.4087534246575342,0.1134453781512605,0.10273972602739725 +642136,"Thaiss, Matt",L,L,36,86.86666666666667,9.666666666666666,0.37516666666666665,0.2916666666666667,0.3565,0,0 +642136,"Thaiss, Matt",L,R,240,88.6972972972973,8.722972972972974,0.34949324324324327,0.3104166666666667,0.4103783783783784,0.1125,0.10135135135135136 642137,"Thomas, Cody",L,L,6,82.75,4.75,0.18225,0.35833333333333334,0.18275,0.16666666666666666,0 642137,"Thomas, Cody",L,R,40,87.22857142857143,13.761904761904763,0.2722857142857143,0.295,0.2867142857142857,0.125,0.047619047619047616 642180,"Wade, Tyler",L,L,7,63.4,30.5,0.084,0.19999999999999998,0.07575,0,0 @@ -501,20 +503,20 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 642336,"Mejía, Francisco",L,R,127,87.01704545454545,18.795454545454547,0.23613636363636364,0.2909448818897638,0.2651363636363636,0.1889763779527559,0.045454545454545456 642336,"Mejía, Francisco",R,L,31,85.748,18.68,0.3598,0.2516129032258065,0.37064,0.03225806451612903,0.04 642336,"Mejía, Francisco",R,R,2,98.9,16,0.6445,1.075,0.6475,0.5,0 -642350,"Siri, Jose",R,L,70,88.32439024390244,13.926829268292684,0.3119512195121951,0.2842857142857143,0.4083170731707317,0.2571428571428571,0.12195121951219512 -642350,"Siri, Jose",R,R,217,88.24878048780488,13.330645161290322,0.33259349593495935,0.3368663594470046,0.44578861788617885,0.2857142857142857,0.15447154471544716 +642350,"Siri, Jose",R,L,71,88.61190476190477,13.738095238095237,0.31792857142857145,0.29788732394366196,0.41109523809523807,0.2676056338028169,0.11904761904761904 +642350,"Siri, Jose",R,R,221,88.14761904761905,12.803149606299213,0.33311111111111114,0.334841628959276,0.4435,0.28054298642533937,0.15079365079365079 642708,"Rosario, Amed",R,L,144,91.46410256410256,9.813559322033898,0.36628205128205127,0.37569444444444444,0.3881538461538461,0.1875,0.05128205128205128 642708,"Rosario, Amed",R,R,315,86.92198275862069,7.706896551724138,0.30677155172413795,0.293968253968254,0.31694396551724136,0.07936507936507936,0.02586206896551724 642715,"Adames, Willy",R,L,114,88.73684210526315,15.105263157894736,0.37659649122807015,0.30350877192982456,0.4675438596491228,0.14035087719298245,0.14035087719298245 642715,"Adames, Willy",R,R,348,86.23103448275862,19,0.323823275862069,0.29841954022988504,0.39089224137931033,0.15804597701149425,0.11206896551724138 -642731,"Estrada, Thairo",R,L,95,86.98507462686567,14.64179104477612,0.29474626865671644,0.3431578947368421,0.3110597014925373,0.09473684210526316,0.029850746268656716 -642731,"Estrada, Thairo",R,R,256,84.06588235294117,9.741176470588234,0.3257529411764706,0.338671875,0.3603823529411765,0.15625,0.058823529411764705 +642731,"Estrada, Thairo",R,L,97,86.77101449275362,14.173913043478262,0.29892753623188406,0.34896907216494844,0.31433333333333335,0.10309278350515463,0.028985507246376812 +642731,"Estrada, Thairo",R,R,258,84.22151162790698,9.540697674418604,0.32505232558139535,0.3395348837209302,0.3591918604651163,0.15503875968992248,0.05813953488372093 642851,"Wynns, Austin",R,L,36,79.83157894736841,20.842105263157894,0.3586315789473684,0.2152777777777778,0.33889473684210525,0.05555555555555555,0 642851,"Wynns, Austin",R,R,54,82.41142857142857,14.028571428571428,0.22139999999999999,0.2611111111111111,0.2362,0.09259259259259259,0.02857142857142857 643217,"Benintendi, Andrew",L,L,104,85.92,15.6625,0.33,0.29278846153846155,0.33335,0.07692307692307693,0 643217,"Benintendi, Andrew",L,R,353,86.19963099630996,12.380073800738007,0.3107158671586716,0.3145892351274788,0.3160885608856089,0.0708215297450425,0.02952029520295203 643265,"Cooper, Garrett",R,L,76,92.0125,13.895833333333334,0.41772916666666665,0.3638157894736842,0.4422083333333333,0.11842105263157894,0.0625 -643265,"Cooper, Garrett",R,R,263,88.39529411764705,12.1,0.3493117647058824,0.3017110266159696,0.41103529411764705,0.16730038022813687,0.11176470588235295 +643265,"Cooper, Garrett",R,R,266,88.41618497109826,12.254335260115607,0.35022543352601154,0.30582706766917295,0.4167456647398844,0.17669172932330826,0.11560693641618497 643289,"Dubón, Mauricio",R,L,93,84.81842105263158,9.220779220779221,0.3194078947368421,0.3602150537634409,0.32473684210526316,0.0967741935483871,0.039473684210526314 643289,"Dubón, Mauricio",R,R,291,87.01880341880342,8.008474576271187,0.30078205128205127,0.28900343642611687,0.31191025641025644,0.09621993127147767,0.03418803418803419 643348,"Hamilton, Caleb",R,L,3,NA,NA,NA,0.2333333333333333,NA,0,NA @@ -523,10 +525,10 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 643376,"Jansen, Danny",R,R,191,88.31653543307087,20.1484375,0.29018897637795277,0.33664921465968584,0.34271653543307085,0.193717277486911,0.08661417322834646 643393,"Kemp, Tony",L,L,59,78.53023255813953,10.930232558139535,0.28518604651162793,0.41440677966101697,0.28286046511627905,0.15254237288135594,0 643393,"Kemp, Tony",L,R,272,84.96666666666667,8.621004566210045,0.2696940639269406,0.24908088235294118,0.27352054794520547,0.0625,0.0136986301369863 -643396,"Kiner-Falefa, Isiah",R,L,80,88.55094339622642,6.679245283018868,0.30147169811320756,0.286875,0.31413207547169814,0.05,0.03773584905660377 -643396,"Kiner-Falefa, Isiah",R,R,210,87.065,6.28125,0.300475,0.31357142857142856,0.31148125,0.11904761904761904,0.03125 +643396,"Kiner-Falefa, Isiah",R,L,83,88.86785714285715,6.571428571428571,0.3109821428571429,0.29819277108433734,0.32110714285714287,0.04819277108433735,0.03571428571428571 +643396,"Kiner-Falefa, Isiah",R,R,211,87.03975155279502,6.366459627329193,0.3036459627329193,0.31635071090047395,0.31434782608695655,0.11848341232227488,0.031055900621118012 643446,"McNeil, Jeff",L,L,144,83.83362831858408,7.327433628318584,0.28538053097345134,0.315625,0.2768938053097345,0.034722222222222224,0.008849557522123894 -643446,"McNeil, Jeff",L,R,337,87.04684014869889,15.237918215613384,0.28868773234200745,0.31632047477744807,0.29437918215613385,0.09198813056379822,0.011152416356877323 +643446,"McNeil, Jeff",L,R,341,87.03186813186814,15.553113553113553,0.2883223443223443,0.3152492668621701,0.2936996336996337,0.09090909090909091,0.01098901098901099 643565,"Tauchman, Mike",L,L,45,83.84285714285714,-0.6071428571428571,0.42110714285714285,0.3388888888888889,0.4407857142857143,0.1111111111111111,0.07142857142857142 643565,"Tauchman, Mike",L,R,219,88.57602739726028,8.45890410958904,0.34336986301369865,0.3778538812785388,0.377013698630137,0.1324200913242009,0.06164383561643835 644374,"Chang, Yu",R,L,24,92.88,18.533333333333335,0.3386,0.3229166666666667,0.39513333333333334,0.2916666666666667,0.06666666666666667 @@ -541,32 +543,32 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 645444,"Herrera, Jose",L,R,74,82.86122448979592,10.551020408163266,0.30810204081632653,0.27635135135135136,0.30212244897959184,0.04054054054054054,0 645444,"Herrera, Jose",R,L,21,76.98,-14.1,0.35059999999999997,0.26904761904761904,0.3281,0.047619047619047616,0 645801,"Ford, Mike",L,L,4,86.66666666666667,23,0.12766666666666665,0.3125,0.15033333333333332,0.25,0 -645801,"Ford, Mike",L,R,148,89.58148148148148,18.34567901234568,0.35088888888888886,0.3398648648648649,0.4404814814814815,0.25,0.16049382716049382 +645801,"Ford, Mike",L,R,151,89.83614457831325,18.771084337349397,0.35066265060240964,0.34139072847682117,0.44385542168674696,0.25165562913907286,0.1686746987951807 646240,"Devers, Rafael",L,L,143,89.7864077669903,12.699029126213592,0.32144660194174757,0.3842657342657343,0.3808349514563107,0.23076923076923078,0.1262135922330097 646240,"Devers, Rafael",L,R,323,93.63782608695652,11.917391304347825,0.3673217391304348,0.35309597523219816,0.46843913043478264,0.21981424148606812,0.13043478260869565 647304,"Naylor, Josh",L,L,102,86.89176470588235,8.988235294117647,0.3210588235294118,0.3416666666666667,0.3579058823529412,0.18627450980392157,0.058823529411764705 647304,"Naylor, Josh",L,R,282,89.7418918918919,15.716216216216216,0.3670405405405405,0.37127659574468086,0.41874774774774776,0.18085106382978725,0.08108108108108109 647351,"Toro, Abraham",L,R,19,88.025,9,0.501,0.5210526315789473,0.574,0.3157894736842105,0.16666666666666666 647351,"Toro, Abraham",R,L,1,70,36,0.674,0.9,0.645,0,0 -649557,"Díaz, Aledmys",R,L,101,89.97402597402598,5.441558441558442,0.29124675324675325,0.27970297029702973,0.29807792207792205,0.07920792079207921,0.03896103896103896 +649557,"Díaz, Aledmys",R,L,102,90.13205128205128,5.17948717948718,0.2900384615384615,0.2769607843137255,0.296525641025641,0.0784313725490196,0.038461538461538464 649557,"Díaz, Aledmys",R,R,165,85.99666666666667,10.791666666666666,0.273275,0.26151515151515153,0.28345,0.06666666666666667,0.008333333333333333 649966,"Urías, Luis",R,L,24,77.23,5.5,0.2492,0.2791666666666667,0.2405,0,0 649966,"Urías, Luis",R,R,73,84.91875,19.145833333333332,0.22697916666666668,0.26095890410958905,0.27260416666666665,0.0821917808219178,0.08333333333333333 -650333,"Arraez, Luis",L,L,106,84.21555555555555,9.088888888888889,0.31808888888888887,0.35094339622641507,0.3159111111111111,0.04716981132075472,0.022222222222222223 +650333,"Arraez, Luis",L,L,110,84.58494623655913,9.064516129032258,0.3238064516129032,0.3563636363636364,0.32904301075268816,0.07272727272727272,0.03225806451612903 650333,"Arraez, Luis",L,R,366,88.31620795107034,10.581039755351682,0.34836391437308867,0.3965846994535519,0.355434250764526,0.10655737704918032,0.01529051987767584 650391,"Jiménez, Eloy",R,L,72,89.93888888888888,-0.8333333333333334,0.31972222222222224,0.31666666666666665,0.37137037037037035,0.1527777777777778,0.09259259259259259 650391,"Jiménez, Eloy",R,R,268,91.80360824742269,7.815384615384615,0.3460103092783505,0.3485074626865672,0.3918298969072165,0.16791044776119404,0.09278350515463918 -650402,"Torres, Gleyber",R,L,98,92.98923076923077,19.138461538461538,0.3733692307692308,0.34489795918367344,0.4425230769230769,0.16326530612244897,0.09230769230769231 -650402,"Torres, Gleyber",R,R,397,88.66709265175719,15.421725239616613,0.3252715654952077,0.3413098236775819,0.36877635782747603,0.15113350125944586,0.07987220447284345 +650402,"Torres, Gleyber",R,L,101,92.68235294117648,19.779411764705884,0.3622794117647059,0.3346534653465347,0.4283235294117647,0.15841584158415842,0.08823529411764706 +650402,"Torres, Gleyber",R,R,398,88.66082802547771,15.26751592356688,0.32438216560509553,0.34045226130653267,0.3677324840764331,0.1507537688442211,0.07961783439490445 650489,"Castro, Willi",L,R,200,85.3468253968254,17.5,0.3617936507936508,0.3135,0.3990793650793651,0.14,0.07936507936507936 650489,"Castro, Willi",R,L,113,84.32467532467533,8.480519480519481,0.2759220779220779,0.31504424778761064,0.29368831168831167,0.07079646017699115,0.05194805194805195 -650490,"Díaz, Yandy",R,L,88,97.205,7.583333333333333,0.4150333333333333,0.4017045454545455,0.4876,0.20454545454545456,0.1 -650490,"Díaz, Yandy",R,R,354,93.29291338582676,5.688976377952756,0.35318897637795277,0.40225988700564974,0.38588582677165356,0.1553672316384181,0.06692913385826772 -650559,"De La Cruz, Bryan",R,L,109,92.34266666666666,7.84,0.35541333333333336,0.32889908256880734,0.3943066666666667,0.10091743119266056,0.06666666666666667 +650490,"Díaz, Yandy",R,L,90,97.09344262295082,6.868852459016393,0.4093606557377049,0.3927777777777778,0.4806885245901639,0.2,0.09836065573770492 +650490,"Díaz, Yandy",R,R,358,93.37859922178988,6.007782101167315,0.3541128404669261,0.4037709497206704,0.3869805447470817,0.1564245810055866,0.07003891050583658 +650559,"De La Cruz, Bryan",R,L,113,92.23461538461538,7.435897435897436,0.35025641025641024,0.3172566371681416,0.38964102564102565,0.09734513274336283,0.0641025641025641 650559,"De La Cruz, Bryan",R,R,365,90.25510204081633,10.918367346938776,0.36336326530612245,0.33164383561643834,0.41074285714285713,0.1726027397260274,0.08571428571428572 650619,"Viloria, Meibrys",L,R,4,81.23333333333333,-21.666666666666668,0.23366666666666666,0.175,0.217,0,0 -650859,"Rengifo, Luis",L,R,265,88.27967032967032,8.692307692307692,0.28836263736263734,0.3035849056603774,0.3172637362637363,0.11320754716981132,0.04395604395604396 -650859,"Rengifo, Luis",R,L,93,90.015625,14.9375,0.316703125,0.38870967741935486,0.359734375,0.22580645161290322,0.109375 +650859,"Rengifo, Luis",L,R,267,88.32336956521739,8.71195652173913,0.28757608695652176,0.301310861423221,0.31698369565217394,0.11235955056179775,0.043478260869565216 +650859,"Rengifo, Luis",R,L,94,90.11692307692307,15.076923076923077,0.31706153846153845,0.38457446808510637,0.36215384615384616,0.22340425531914893,0.1076923076923077 650907,"Pinto, René",R,L,2,92.6,45.5,0.363,0.45,0.33,0,0 650907,"Pinto, René",R,R,17,86.53333333333333,15.333333333333334,0.321,0.21176470588235294,0.31333333333333335,0,0 655316,"Monasterio, Andruw",R,L,47,81.934375,18.09375,0.346375,0.4372340425531915,0.338625,0.1276595744680851,0 @@ -575,7 +577,7 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 656024,"Pérez, Carlos",R,R,17,82.49090909090908,20.818181818181817,0.27399999999999997,0.2,0.2873636363636364,0.11764705882352941,0.09090909090909091 656180,"Adams, Riley",R,L,56,91.86666666666667,17.5,0.3709722222222222,0.4830357142857143,0.447,0.25,0.08333333333333333 656180,"Adams, Riley",R,R,60,85.5175,17.875,0.273525,0.305,0.27815,0.2,0 -656185,"Allen, Greg",L,R,18,82.1,21.9,0.145,0.3416666666666667,0.1482,0.2777777777777778,0 +656185,"Allen, Greg",L,R,19,82.1,21.9,0.145,0.3236842105263158,0.1482,0.2631578947368421,0 656185,"Allen, Greg",R,L,5,78.2,5,0.249,0.13999999999999999,0.241,0,0 656305,"Chapman, Matt",R,L,97,96.07301587301588,18.174603174603174,0.4039365079365079,0.4097938144329897,0.5383650793650794,0.21649484536082475,0.25396825396825395 656305,"Chapman, Matt",R,R,390,93.05688888888889,16.47787610619469,0.32698666666666665,0.33564102564102566,0.4096088888888889,0.1564102564102564,0.14666666666666667 @@ -598,15 +600,15 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 656541,"Hilliard, Sam",L,L,9,99.03333333333333,44.333333333333336,0.32866666666666666,0.3,0.6056666666666667,0.3333333333333333,0.3333333333333333 656541,"Hilliard, Sam",L,R,69,91.87222222222222,18.333333333333332,0.3670277777777778,0.31666666666666665,0.4131388888888889,0.15942028985507245,0.05555555555555555 656582,"Joe, Connor",R,L,135,88.81477272727273,19.227272727272727,0.3684431818181818,0.3625925925925926,0.43107954545454547,0.17037037037037037,0.09090909090909091 -656582,"Joe, Connor",R,R,192,87.92857142857143,14.625,0.3119821428571429,0.3106770833333333,0.3577232142857143,0.15625,0.08035714285714286 +656582,"Joe, Connor",R,R,197,87.88684210526316,15.105263157894736,0.31086842105263157,0.30913705583756346,0.3555701754385965,0.15736040609137056,0.07894736842105263 656669,"Luplow, Jordan",R,L,28,83.62307692307692,15.692307692307692,0.3934615384615385,0.34464285714285714,0.4573076923076923,0.14285714285714285,0.15384615384615385 656669,"Luplow, Jordan",R,R,10,81.47142857142858,25.714285714285715,0.3375714285714286,0.34,0.3271428571428571,0,0 656716,"McKinstry, Zach",L,L,37,83.80384615384615,13.692307692307692,0.33715384615384614,0.32837837837837835,0.3605769230769231,0.05405405405405406,0.07692307692307693 656716,"McKinstry, Zach",L,R,346,86.66708860759493,17.68354430379747,0.3159620253164557,0.2971098265895954,0.3500801687763713,0.11560693641618497,0.07172995780590717 656775,"Mullins, Cedric",L,L,86,85.18983050847457,20.74576271186441,0.2693050847457627,0.34593023255813954,0.2958813559322034,0.1511627906976744,0.06779661016949153 -656775,"Mullins, Cedric",L,R,215,89.0351724137931,22.193103448275863,0.29733793103448275,0.3411627906976744,0.3319793103448276,0.1813953488372093,0.04827586206896552 -656811,"O'Hearn, Ryan",L,L,15,80.8,6.6,0.2878,0.45666666666666667,0.3313,0.4666666666666667,0.1 -656811,"O'Hearn, Ryan",L,R,218,92.70903225806451,15.916129032258064,0.3417290322580645,0.3522935779816514,0.4128,0.16055045871559634,0.1032258064516129 +656775,"Mullins, Cedric",L,R,219,89.07567567567567,22.716216216216218,0.2977027027027027,0.3406392694063927,0.3314797297297297,0.182648401826484,0.0472972972972973 +656811,"O'Hearn, Ryan",L,L,16,80.8,6.6,0.2878,0.471875,0.3313,0.4375,0.1 +656811,"O'Hearn, Ryan",L,R,221,92.74303797468355,15.746835443037975,0.3378101265822785,0.3606334841628959,0.4076139240506329,0.17194570135746606,0.10126582278481013 656821,"Padlo, Kevin",R,L,6,95.78333333333333,29.333333333333332,0.18616666666666665,0.20833333333333334,0.26683333333333337,0.16666666666666666,0.16666666666666666 656821,"Padlo, Kevin",R,R,2,76.65,14.5,0.0715,0,0.0665,0,0 656896,"Rivera, Emmanuel",R,L,81,89.82131147540983,12.918032786885245,0.3828360655737705,0.33641975308641975,0.4120327868852459,0.09876543209876543,0.06557377049180328 @@ -635,8 +637,8 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 660162,"Moncada, Yoán",L,R,178,88.87758620689655,11.239316239316238,0.3264310344827586,0.2876404494382023,0.3498793103448276,0.1348314606741573,0.0603448275862069 660162,"Moncada, Yoán",R,L,39,86.204,4.08,0.31876,0.27564102564102566,0.31988,0.02564102564102564,0.04 660271,"Ohtani, Shohei",L,L,136,92.97368421052632,13.144736842105264,0.4054736842105263,0.40147058823529413,0.5495394736842105,0.2647058823529412,0.18421052631578946 -660271,"Ohtani, Shohei",L,R,369,95.60127118644068,13.436440677966102,0.4175805084745763,0.46043360433604336,0.5541949152542373,0.32791327913279134,0.2033898305084746 -660620,"Araúz, Jonathan",L,R,16,86.61111111111111,18.11111111111111,0.27666666666666667,0.14375,0.2718888888888889,0,0 +660271,"Ohtani, Shohei",L,R,372,95.57004219409282,13.68776371308017,0.4158438818565401,0.4567204301075269,0.5518860759493671,0.32526881720430106,0.20253164556962025 +660620,"Araúz, Jonathan",L,R,20,85.55384615384615,19.923076923076923,0.2887692307692308,0.215,0.34484615384615386,0.15,0.07692307692307693 660620,"Araúz, Jonathan",R,L,6,87.4,16.5,0.1315,0.26666666666666666,0.1285,0,0 660634,"Hernández, Yonny",L,R,18,83.13333333333334,11.11111111111111,0.12933333333333333,0.11666666666666665,0.14322222222222222,0,0 660634,"Hernández, Yonny",R,L,9,73.7,12.857142857142858,0.3232857142857143,0.3666666666666667,0.303,0.1111111111111111,0 @@ -645,11 +647,11 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 660644,"Bruján, Vidal",R,L,14,79.63333333333334,23.666666666666668,0.09577777777777778,0.17857142857142858,0.09222222222222222,0,0 660644,"Bruján, Vidal",R,R,1,72,-7,0.086,0,0.077,0,0 660670,"Acuña Jr., Ronald",R,L,101,97.40714285714286,7.6,0.43857142857142856,0.4272277227722772,0.5311428571428571,0.19801980198019803,0.14285714285714285 -660670,"Acuña Jr., Ronald",R,R,438,94.51873111782477,7.123867069486405,0.3859667673716012,0.4367579908675799,0.4626042296072508,0.20776255707762556,0.1419939577039275 +660670,"Acuña Jr., Ronald",R,R,443,94.45179640718563,7.074850299401198,0.3857425149700599,0.437020316027088,0.46203892215568865,0.2054176072234763,0.1407185628742515 660688,"Ruiz, Keibert",L,R,295,88.43080168776372,15.130801687763713,0.32959071729957806,0.30542372881355934,0.37034177215189873,0.14576271186440679,0.06751054852320675 660688,"Ruiz, Keibert",R,L,116,86.44752475247525,13.297029702970297,0.306029702970297,0.3577586206896552,0.3135742574257426,0.12931034482758622,0.04950495049504951 -660707,"Montero, Elehuris",R,L,69,88.56666666666666,10.277777777777779,0.30080555555555555,0.24202898550724639,0.3378888888888889,0.14492753623188406,0.08333333333333333 -660707,"Montero, Elehuris",R,R,94,86.9037037037037,9.944444444444445,0.2980185185185185,0.2632978723404255,0.3062592592592593,0.11702127659574468,0.05555555555555555 +660707,"Montero, Elehuris",R,L,70,88.26486486486486,10.297297297297296,0.3027027027027027,0.23857142857142857,0.3385135135135135,0.14285714285714285,0.08108108108108109 +660707,"Montero, Elehuris",R,R,97,87.44561403508771,9.701754385964913,0.3074561403508772,0.2757731958762887,0.33066666666666666,0.14432989690721648,0.07017543859649122 660757,"Gonzalez, Oscar",R,L,52,88.15,14.85,0.333775,0.3173076923076923,0.360575,0.1346153846153846,0.075 660757,"Gonzalez, Oscar",R,R,74,87.66792452830188,0.6111111111111112,0.2796037735849057,0.26351351351351354,0.2787169811320755,0.08108108108108109,0.03773584905660377 660766,"Yepez, Juan",R,L,30,80.16666666666667,28.333333333333332,0.37433333333333335,0.3233333333333333,0.44427777777777777,0.2,0.1111111111111111 @@ -666,7 +668,7 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 663330,"Jones, Jahmai",R,R,3,NA,NA,NA,0.2333333333333333,NA,0,NA 663368,"Perkins, Blake",L,R,94,79.06666666666666,6.352941176470588,0.21990196078431373,0.29521276595744683,0.21794117647058825,0.06382978723404255,0 663368,"Perkins, Blake",R,L,43,90.45,12.928571428571429,0.3410357142857143,0.25,0.3940714285714286,0.09302325581395349,0.07142857142857142 -663457,"Nootbaar, Lars",L,L,89,84.62830188679246,6.849056603773585,0.2848679245283019,0.31685393258426964,0.29224528301886793,0.056179775280898875,0.018867924528301886 +663457,"Nootbaar, Lars",L,L,93,84.58545454545454,7.090909090909091,0.2985090909090909,0.310752688172043,0.3034909090909091,0.053763440860215055,0.01818181818181818 663457,"Nootbaar, Lars",L,R,286,89.7438775510204,3.7908163265306123,0.3566377551020408,0.38286713286713286,0.4169744897959184,0.17482517482517482,0.10714285714285714 663527,"Nevin, Tyler",R,L,11,97.7375,16.625,0.30175,0.22727272727272727,0.38925,0,0.125 663527,"Nevin, Tyler",R,R,45,87.57666666666667,6.833333333333333,0.23773333333333332,0.20222222222222222,0.28196666666666664,0.06666666666666667,0.06666666666666667 @@ -675,38 +677,38 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 663550,"Cabbage, Trey",L,L,2,NA,NA,NA,0,NA,0,NA 663550,"Cabbage, Trey",L,R,33,90.19444444444444,8.777777777777779,0.3108888888888889,0.24545454545454545,0.38055555555555554,0.15151515151515152,0.1111111111111111 663586,"Riley, Austin",R,L,96,90.2,18.419354838709676,0.33472580645161293,0.378125,0.4217258064516129,0.23958333333333334,0.11290322580645161 -663586,"Riley, Austin",R,R,424,92.77705479452055,13.054794520547945,0.3654554794520548,0.36898584905660375,0.4396472602739726,0.2028301886792453,0.11643835616438356 -663609,"Baker, Luken",R,L,16,90.475,18.875,0.327,0.2125,0.3325,0,0 -663609,"Baker, Luken",R,R,4,85.96666666666667,14.666666666666666,0.41133333333333333,0.45,0.39433333333333337,0,0 +663586,"Riley, Austin",R,R,429,92.81959459459459,13.10472972972973,0.36508108108108106,0.37144522144522146,0.44083783783783786,0.20745920745920746,0.11824324324324324 +663609,"Baker, Luken",R,L,19,90.475,18.875,0.327,0.17894736842105263,0.3325,0,0 +663609,"Baker, Luken",R,R,5,88.35,0.75,0.32925,0.36,0.31475000000000003,0,0 663611,"Madrigal, Nick",R,L,69,81.82372881355933,3.1186440677966103,0.2845423728813559,0.2782608695652174,0.2696271186440678,0.07246376811594203,0 663611,"Madrigal, Nick",R,R,142,85.31525423728813,3.305084745762712,0.314271186440678,0.3112676056338028,0.3080508474576271,0.07042253521126761,0.01694915254237288 663616,"Larnach, Trevor",L,L,20,85,16.625,0.304625,0.215,0.41775,0.15,0.125 663616,"Larnach, Trevor",L,R,167,89.95393258426967,17.382022471910112,0.3742247191011236,0.3347305389221557,0.46851685393258424,0.16167664670658682,0.11235955056179775 -663624,"Mountcastle, Ryan",R,L,119,92.92555555555556,15.044444444444444,0.43106666666666665,0.4441176470588235,0.5668111111111112,0.3025210084033613,0.2 -663624,"Mountcastle, Ryan",R,R,236,91.6083870967742,11.438709677419356,0.3275290322580645,0.29152542372881357,0.3851935483870968,0.1271186440677966,0.0967741935483871 +663624,"Mountcastle, Ryan",R,L,120,92.82197802197803,14.802197802197803,0.4276813186813187,0.4404166666666667,0.5618901098901099,0.3,0.1978021978021978 +663624,"Mountcastle, Ryan",R,R,239,91.66923076923077,11.461538461538462,0.3295897435897436,0.29163179916317994,0.38692948717948716,0.12552301255230125,0.09615384615384616 663630,"McKenna, Ryan",R,L,65,85.89333333333333,8.533333333333333,0.2816444444444444,0.3069230769230769,0.29257777777777777,0.1076923076923077,0.06666666666666667 663630,"McKenna, Ryan",R,R,50,91.99642857142857,10.464285714285714,0.3312857142857143,0.304,0.36789285714285713,0.1,0.07142857142857142 663647,"Hayes, Ke'Bryan",R,L,105,91.59529411764706,8.705882352941176,0.35758823529411765,0.3319047619047619,0.39596470588235294,0.2,0.058823529411764705 -663647,"Hayes, Ke'Bryan",R,R,242,92.50346820809249,14.658959537572255,0.3283236994219653,0.29958677685950413,0.3596936416184971,0.1322314049586777,0.06936416184971098 -663656,"Tucker, Kyle",L,L,166,93.07593984962406,12.714285714285714,0.35696992481203005,0.4256024096385542,0.4109699248120301,0.2289156626506024,0.06015037593984962 -663656,"Tucker, Kyle",L,R,327,89.47542372881355,14.308016877637131,0.3551313559322034,0.3654434250764526,0.426885593220339,0.1743119266055046,0.11016949152542373 +663647,"Hayes, Ke'Bryan",R,R,247,92.63595505617978,15.129213483146067,0.3286460674157303,0.3022267206477733,0.3596404494382022,0.13360323886639677,0.06741573033707865 +663656,"Tucker, Kyle",L,L,170,92.89338235294117,12.095588235294118,0.36006617647058825,0.41970588235294115,0.4132058823529412,0.2235294117647059,0.058823529411764705 +663656,"Tucker, Kyle",L,R,328,89.48270042194093,14.205882352941176,0.35433333333333333,0.3643292682926829,0.4257130801687764,0.17378048780487804,0.10970464135021098 663697,"India, Jonathan",R,L,111,90.6029411764706,9.710144927536232,0.36567647058823527,0.30585585585585584,0.41908823529411765,0.12612612612612611,0.08823529411764706 663697,"India, Jonathan",R,R,344,89.00042016806722,16.050420168067227,0.30570588235294116,0.34113372093023253,0.35183193277310926,0.13953488372093023,0.06302521008403361 663698,"Bart, Joey",R,L,45,80.54545454545455,9.090909090909092,0.25406060606060604,0.23444444444444446,0.26351515151515154,0.022222222222222223,0.06060606060606061 663698,"Bart, Joey",R,R,39,87.42083333333333,21.5,0.28270833333333334,0.29743589743589743,0.3047916666666667,0.10256410256410256,0.041666666666666664 -663728,"Raleigh, Cal",L,R,331,89.54285714285714,19.97536945812808,0.3251576354679803,0.34380664652567977,0.4173645320197044,0.21148036253776434,0.13793103448275862 +663728,"Raleigh, Cal",L,R,336,89.47365853658536,19.848780487804877,0.3232926829268293,0.3386904761904762,0.41462926829268293,0.20833333333333334,0.13658536585365855 663728,"Raleigh, Cal",R,L,59,89.7,18.486486486486488,0.32656756756756755,0.27372881355932205,0.41040540540540543,0.15254237288135594,0.10810810810810811 663731,"Kaiser, Connor",R,L,4,94.2,15,0.434,0,0.673,0,0.5 -663743,"Fortes, Nick",R,L,56,90.88125,14.3125,0.336125,0.4285714285714286,0.3866875,0.21428571428571427,0.0625 +663743,"Fortes, Nick",R,L,59,90.94509803921568,15.294117647058824,0.3272745098039216,0.4279661016949153,0.3785686274509804,0.22033898305084745,0.058823529411764705 663743,"Fortes, Nick",R,R,192,86.31021897810218,10.204379562043796,0.2572700729927007,0.21744791666666666,0.27724087591240876,0.041666666666666664,0.029197080291970802 663757,"Grisham, Trent",L,L,123,87.70945945945945,12.972972972972974,0.3256081081081081,0.3621951219512195,0.38704054054054055,0.16260162601626016,0.12162162162162163 -663757,"Grisham, Trent",L,R,309,89.75722543352602,21.265895953757227,0.31640462427745664,0.2978964401294498,0.39534104046242774,0.13268608414239483,0.12138728323699421 +663757,"Grisham, Trent",L,R,312,89.82514285714285,21.10857142857143,0.31568,0.2950320512820513,0.39534857142857144,0.13141025641025642,0.12 663796,"Montes, Coco",R,L,19,81.1923076923077,13.461538461538462,0.2653846153846154,0.2736842105263158,0.2722307692307692,0.10526315789473684,0 663796,"Montes, Coco",R,R,22,83.85384615384615,25.923076923076923,0.174,0.22727272727272727,0.2093846153846154,0.13636363636363635,0.07692307692307693 663837,"Vierling, Matt",R,L,106,89.18571428571428,11.119047619047619,0.33335714285714285,0.3070754716981132,0.34225,0.05660377358490566,0.023809523809523808 663837,"Vierling, Matt",R,R,258,88.9475138121547,5.806629834254144,0.3318121546961326,0.3319767441860465,0.3582430939226519,0.12790697674418605,0.03867403314917127 663845,"Rivas, Alfonso",L,L,10,77.94285714285714,-1.4285714285714286,0.16314285714285715,0.115,0.15371428571428572,0,0 -663845,"Rivas, Alfonso",L,R,43,92.74347826086957,15.782608695652174,0.3358695652173913,0.3616279069767442,0.38321739130434784,0.2558139534883721,0.08695652173913043 +663845,"Rivas, Alfonso",L,R,47,92.52083333333333,17.416666666666668,0.32258333333333333,0.3606382978723404,0.3680833333333333,0.23404255319148937,0.08333333333333333 663853,"Gonzalez, Romy",R,L,37,87.63636363636364,13.136363636363637,0.3996363636363636,0.1945945945945946,0.4815,0.13513513513513514,0.13636363636363635 663853,"Gonzalez, Romy",R,R,60,90.63783783783784,0.6486486486486487,0.3055675675675676,0.2791666666666667,0.391027027027027,0.2,0.10810810810810811 663886,"Stephenson, Tyler",R,L,107,89.37162162162163,13.635135135135135,0.3281891891891892,0.32570093457943927,0.38113513513513514,0.09345794392523364,0.0945945945945946 @@ -714,46 +716,46 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 663897,"Williams, Luke",R,L,2,89.2,38,0.026,0,0.04,0,0 663897,"Williams, Luke",R,R,8,81.3,-4,0.09433333333333334,0.1125,0.08816666666666667,0,0 663898,"Rodgers, Brendan",R,L,14,85.34285714285714,-5.857142857142857,0.38771428571428573,0.22857142857142856,0.3738571428571429,0,0 -663898,"Rodgers, Brendan",R,R,23,91.44,-2.533333333333333,0.3473333333333333,0.1565217391304348,0.38033333333333336,0,0.06666666666666667 +663898,"Rodgers, Brendan",R,R,27,92.33333333333333,-3.611111111111111,0.3422777777777778,0.21296296296296297,0.3673888888888889,0.037037037037037035,0.05555555555555555 663967,"Salazar, César",L,L,3,80.43333333333334,-10.666666666666666,0.14466666666666667,0,0.13833333333333334,0,0 663967,"Salazar, César",L,R,16,87.74444444444444,26.22222222222222,0.24566666666666667,0.15625,0.24022222222222223,0,0 -663993,"Lowe, Nathaniel",L,L,168,88.14727272727272,4.4,0.3277,0.3327380952380952,0.3503545454545455,0.10119047619047619,0.05454545454545454 -663993,"Lowe, Nathaniel",L,R,357,90.62179487179488,8.585470085470085,0.3641923076923077,0.38599439775910366,0.4043760683760684,0.17086834733893558,0.0641025641025641 +663993,"Lowe, Nathaniel",L,L,171,88.2981981981982,4.45045045045045,0.33246846846846845,0.3321637426900585,0.3547837837837838,0.09941520467836257,0.05405405405405406 +663993,"Lowe, Nathaniel",L,R,359,90.60425531914893,8.753191489361702,0.362668085106383,0.3838440111420613,0.40267659574468084,0.16991643454038996,0.06382978723404255 664023,"Happ, Ian",L,R,365,90.52883720930232,14.330232558139535,0.3379906976744186,0.34328767123287673,0.39006046511627906,0.12876712328767123,0.09767441860465116 664023,"Happ, Ian",R,L,134,86.20963855421687,8.795180722891565,0.31166265060240966,0.3287313432835821,0.34326506024096387,0.11940298507462686,0.07228915662650602 664023,"Happ, Ian",R,R,1,102.8,24,0.731,2,1.225,3,1 664029,"Mathias, Mark",R,L,50,85.33548387096775,4.354838709677419,0.2776451612903226,0.324,0.2716774193548387,0.04,0 664029,"Mathias, Mark",R,R,23,80.11875,-4.5,0.32,0.2565217391304348,0.3010625,0,0 -664034,"France, Ty",R,L,106,87.46493506493506,18.805194805194805,0.4183116883116883,0.35188679245283017,0.45206493506493506,0.16037735849056603,0.06493506493506493 -664034,"France, Ty",R,R,375,86.68917910447762,11.384328358208956,0.3196716417910448,0.30946666666666667,0.3451417910447761,0.09866666666666667,0.05223880597014925 +664034,"France, Ty",R,L,107,87.46493506493506,18.805194805194805,0.4183116883116883,0.35514018691588783,0.45206493506493506,0.1588785046728972,0.06493506493506493 +664034,"France, Ty",R,R,378,86.6070110701107,11.431734317343173,0.31811439114391143,0.307010582010582,0.34323247232472326,0.09788359788359788,0.05166051660516605 664040,"Lowe, Brandon",L,L,32,88.7625,23,0.2525,0.221875,0.2708125,0,0.0625 664040,"Lowe, Brandon",L,R,284,90.8157894736842,15.988304093567251,0.3208947368421053,0.34049295774647886,0.4086315789473684,0.2007042253521127,0.1111111111111111 -664056,"Bader, Harrison",R,L,57,90.9608695652174,23.195652173913043,0.37667391304347825,0.519298245614035,0.455,0.38596491228070173,0.13043478260869565 -664056,"Bader, Harrison",R,R,204,83.98216560509555,15.286624203821656,0.26796815286624204,0.25269607843137254,0.28577070063694265,0.06372549019607843,0.03184713375796178 +664056,"Bader, Harrison",R,L,60,90.50408163265305,22.040816326530614,0.36148979591836733,0.5083333333333333,0.434265306122449,0.36666666666666664,0.12244897959183673 +664056,"Bader, Harrison",R,R,205,83.96075949367089,15.436708860759493,0.2663101265822785,0.25146341463414634,0.28399367088607597,0.06341463414634146,0.03164556962025317 664058,"Fletcher, David",R,L,14,86.57272727272728,11.363636363636363,0.19827272727272727,0.0642857142857143,0.19190909090909092,0,0 664058,"Fletcher, David",R,R,35,82.60344827586206,7.233333333333333,0.25655172413793104,0.31285714285714283,0.24944827586206897,0.11428571428571428,0 664059,"Haggerty, Sam",L,R,19,85.73333333333333,20.555555555555557,0.14444444444444446,0.20526315789473684,0.15244444444444444,0,0 -664059,"Haggerty, Sam",R,L,32,86.056,9.92,0.29732000000000003,0.25625,0.28404,0.0625,0 +664059,"Haggerty, Sam",R,L,33,86.056,9.92,0.29732000000000003,0.2696969696969697,0.28404,0.06060606060606061,0 664238,"Moore, Dylan",R,L,35,94.55,26.75,0.379625,0.3942857142857143,0.5951666666666667,0.34285714285714286,0.2916666666666667 -664238,"Moore, Dylan",R,R,42,85.23571428571428,20.071428571428573,0.3852857142857143,0.31547619047619047,0.5519285714285714,0.23809523809523808,0.2857142857142857 +664238,"Moore, Dylan",R,R,46,85.925,19.1875,0.371625,0.30326086956521736,0.518375,0.21739130434782608,0.25 664247,"Garlick, Kyle",R,L,22,88.42727272727272,21.363636363636363,0.2379090909090909,0.20454545454545456,0.3225454545454545,0.13636363636363635,0.09090909090909091 664247,"Garlick, Kyle",R,R,8,98.71666666666667,9.833333333333334,0.498,0.49375,0.889,0.5,0.6666666666666666 664702,"Straw, Myles",R,L,108,84.80609756097562,11.439024390243903,0.3523414634146341,0.2689814814814815,0.34442682926829266,0.05555555555555555,0.012195121951219513 664702,"Straw, Myles",R,R,303,85.76794258373205,8.631578947368421,0.2682775119617225,0.27970297029702973,0.265622009569378,0.0594059405940594,0.004784688995215311 -664728,"Isbel, Kyle",L,L,43,85.57586206896552,0.034482758620689655,0.28813793103448276,0.3383720930232558,0.2940344827586207,0.09302325581395349,0.034482758620689655 -664728,"Isbel, Kyle",L,R,176,89.2,15.376811594202898,0.29493478260869566,0.26789772727272726,0.32115217391304346,0.1534090909090909,0.057971014492753624 +664728,"Isbel, Kyle",L,L,44,83.75666666666666,1.3333333333333333,0.28576666666666667,0.35113636363636364,0.29073333333333334,0.09090909090909091,0.03333333333333333 +664728,"Isbel, Kyle",L,R,179,89.16524822695035,15.822695035460994,0.29032624113475175,0.26340782122905027,0.31627659574468087,0.15083798882681565,0.05673758865248227 664761,"Bohm, Alec",R,L,123,88.7704081632653,14.010204081632653,0.32468367346938776,0.3829268292682927,0.38568367346938776,0.23577235772357724,0.09183673469387756 664761,"Bohm, Alec",R,R,313,89.6167381974249,9.07725321888412,0.3440557939914163,0.32763578274760385,0.36497854077253217,0.08945686900958466,0.034334763948497854 664770,"Lukes, Nathan",L,L,4,NA,NA,NA,0.175,NA,0,NA 664770,"Lukes, Nathan",L,R,25,86.97058823529412,15.176470588235293,0.3179411764705882,0.278,0.33705882352941174,0.12,0 664774,"Wade Jr., LaMonte",L,L,71,78.95869565217392,5.5,0.2818913043478261,0.3,0.3062391304347826,0.08450704225352113,0.06521739130434782 -664774,"Wade Jr., LaMonte",L,R,323,88.10742574257426,15.827586206896552,0.3530148514851485,0.37941176470588234,0.4158069306930693,0.13312693498452013,0.10396039603960396 +664774,"Wade Jr., LaMonte",L,R,326,88.14,15.815533980582524,0.35115121951219513,0.375920245398773,0.4131756097560976,0.13190184049079753,0.1024390243902439 664874,"Zavala, Seby",R,L,48,86.79130434782608,7.956521739130435,0.3353913043478261,0.26875,0.395,0.10416666666666667,0.043478260869565216 664874,"Zavala, Seby",R,R,129,86.04594594594595,15.68918918918919,0.2993783783783784,0.21976744186046512,0.33922972972972976,0.14728682170542637,0.06756756756756757 664901,"Mendick, Danny",R,L,25,90.84705882352941,12.705882352941176,0.2963529411764706,0.272,0.28841176470588237,0.08,0 664901,"Mendick, Danny",R,R,16,87.975,6.25,0.24933333333333332,0.28125,0.30183333333333334,0.1875,0.08333333333333333 -664913,"Brown, Seth",L,L,48,88.39615384615385,12.5,0.25384615384615383,0.17395833333333333,0.32084615384615384,0.020833333333333332,0.07692307692307693 -664913,"Brown, Seth",L,R,206,91.03082706766918,18.413533834586467,0.35049624060150375,0.3492718446601942,0.44586466165413535,0.21844660194174756,0.15037593984962405 +664913,"Brown, Seth",L,L,49,88.07777777777778,12.481481481481481,0.26233333333333336,0.1704081632653061,0.32507407407407407,0.02040816326530612,0.07407407407407407 +664913,"Brown, Seth",L,R,210,91.11824817518249,18.386861313868614,0.35225547445255473,0.35119047619047616,0.4450948905109489,0.21428571428571427,0.15328467153284672 664954,"Sullivan, Brett",L,L,9,92.725,26.25,0.25375,0.3,0.40975,0.3333333333333333,0.25 664954,"Sullivan, Brett",L,R,41,85.6774193548387,23.516129032258064,0.2854516129032258,0.17926829268292682,0.2836774193548387,0.07317073170731707,0 664983,"McCarthy, Jake",L,L,73,80.46666666666667,7.703703703703703,0.26566666666666666,0.32945205479452055,0.2744814814814815,0.1095890410958904,0.018518518518518517 @@ -764,22 +766,22 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 665120,"Walsh, Jared",L,R,63,84.6,17.125,0.2561875,0.19206349206349205,0.27475,0.07936507936507936,0.03125 665155,"Maton, Nick",L,L,14,72.28,4.7,0.1327,0.21071428571428572,0.1598,0.21428571428571427,0.1 665155,"Maton, Nick",L,R,273,86.27012195121951,17.865853658536587,0.28089024390243905,0.2855311355311355,0.32565243902439023,0.10989010989010989,0.07926829268292683 -665161,"Peña, Jeremy",R,L,125,87.402,5.6,0.32446,0.3772,0.33754,0.128,0.03 -665161,"Peña, Jeremy",R,R,326,87.65754716981132,5.1745283018867925,0.30809905660377357,0.2903374233128834,0.33476415094339623,0.11042944785276074,0.05188679245283019 +665161,"Peña, Jeremy",R,L,128,87.16504854368932,5.135922330097087,0.3271941747572816,0.375390625,0.338873786407767,0.125,0.02912621359223301 +665161,"Peña, Jeremy",R,R,327,87.737558685446,5.173708920187793,0.3093098591549296,0.2922018348623853,0.3357136150234742,0.11009174311926606,0.051643192488262914 665487,"Tatis Jr., Fernando",R,L,110,92.02151898734178,11.835443037974683,0.37059493670886073,0.4022727272727273,0.46241772151898736,0.22727272727272727,0.13924050632911392 -665487,"Tatis Jr., Fernando",R,R,337,91.9172131147541,10.073469387755102,0.3656516393442623,0.3255192878338279,0.4372909836065574,0.17804154302670624,0.10655737704918032 +665487,"Tatis Jr., Fernando",R,R,341,91.94734693877551,10.036585365853659,0.36606122448979594,0.32639296187683287,0.43733877551020406,0.17595307917888564,0.10612244897959183 665489,"Guerrero Jr., Vladimir",R,L,88,92.02903225806452,6.338709677419355,0.3750483870967742,0.37727272727272726,0.4023548387096774,0.056818181818181816,0.0967741935483871 665489,"Guerrero Jr., Vladimir",R,R,415,93.59968253968253,9.80952380952381,0.37405714285714287,0.33951807228915665,0.4339015873015873,0.17590361445783131,0.12698412698412698 665506,"Pache, Cristian",R,L,38,84.81724137931035,8.586206896551724,0.36948275862068963,0.49210526315789477,0.44662068965517243,0.3157894736842105,0.13793103448275862 665506,"Pache, Cristian",R,R,15,92.15555555555555,15.666666666666666,0.2361111111111111,0.22333333333333333,0.2448888888888889,0.06666666666666667,0 665742,"Soto, Juan",L,L,157,91.35842696629213,0.9550561797752809,0.3588539325842697,0.35,0.44313483146067417,0.12738853503184713,0.12359550561797752 -665742,"Soto, Juan",L,R,354,93.40714285714286,6.6875,0.35838839285714286,0.41779661016949154,0.43985267857142857,0.2231638418079096,0.12946428571428573 -665750,"Taveras, Leody",L,R,290,89.94741784037559,11.976525821596244,0.3593755868544601,0.32689655172413795,0.39418779342723004,0.16551724137931034,0.07981220657276995 -665750,"Taveras, Leody",R,L,113,89.225,3.9125,0.3128625,0.3088495575221239,0.3236125,0.10619469026548672,0.025 +665742,"Soto, Juan",L,R,358,93.47079646017698,6.588495575221239,0.35821238938053096,0.41508379888268154,0.43866814159292034,0.2206703910614525,0.12831858407079647 +665750,"Taveras, Leody",L,R,293,90,12.412037037037036,0.35674074074074075,0.32781569965870305,0.3911712962962963,0.16723549488054607,0.0787037037037037 +665750,"Taveras, Leody",R,L,115,88.40731707317073,3.292682926829268,0.3101829268292683,0.3134782608695652,0.3202926829268293,0.10434782608695652,0.024390243902439025 665804,"Amaya, Miguel",R,L,57,88.98529411764706,22.264705882352942,0.3472352941176471,0.3254385964912281,0.40747058823529414,0.10526315789473684,0.058823529411764705 665804,"Amaya, Miguel",R,R,58,83.79705882352941,13.735294117647058,0.37708823529411767,0.35172413793103446,0.4182941176470588,0.1206896551724138,0.058823529411764705 -665828,"Cabrera, Oswaldo",L,R,171,86.15,12.147540983606557,0.252,0.25526315789473686,0.2680081967213115,0.06432748538011696,0.02459016393442623 -665828,"Cabrera, Oswaldo",R,L,52,86.82352941176471,14.852941176470589,0.27791176470588236,0.25961538461538464,0.31323529411764706,0.17307692307692307,0.08823529411764706 +665828,"Cabrera, Oswaldo",L,R,172,86.15,12.147540983606557,0.252,0.25377906976744186,0.2680081967213115,0.06395348837209303,0.02459016393442623 +665828,"Cabrera, Oswaldo",R,L,54,86.28333333333333,13.416666666666666,0.26841666666666664,0.2833333333333333,0.30119444444444443,0.16666666666666666,0.08333333333333333 665833,"Cruz, Oneil",L,L,7,74.125,-8.75,0.25,0.5857142857142857,0.23450000000000001,0,0 665833,"Cruz, Oneil",L,R,33,92.57,14.238095238095237,0.25895,0.31363636363636366,0.3195,0.12121212121212122,0.05 665839,"Valdez, Enmanuel",L,L,9,78.7,-14,0.1505,0.07777777777777778,0.14049999999999999,0,0 @@ -788,15 +790,15 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 665862,"Chisholm Jr., Jazz",L,R,179,90.05,10.433962264150944,0.3453301886792453,0.37318435754189944,0.444122641509434,0.2122905027932961,0.11320754716981132 665877,"Fermín, José",R,L,7,84.51666666666667,-5.833333333333333,0.33616666666666667,0.22857142857142856,0.31866666666666665,0,0 665877,"Fermín, José",R,R,9,80.44285714285715,14.428571428571429,0.415,0.22777777777777777,0.3985714285714286,0,0 -665923,"Ruiz, Esteury",R,L,100,81.38648648648649,11.864864864864865,0.2645540540540541,0.3365,0.2655135135135135,0.1,0.013513513513513514 -665923,"Ruiz, Esteury",R,R,291,79.98537735849057,7.386792452830188,0.28102843601895733,0.27353951890034367,0.28213744075829383,0.048109965635738834,0.014150943396226415 +665923,"Ruiz, Esteury",R,L,101,81.38648648648649,11.864864864864865,0.2645540540540541,0.3331683168316832,0.2655135135135135,0.09900990099009901,0.013513513513513514 +665923,"Ruiz, Esteury",R,R,295,79.9706976744186,7.209302325581396,0.28225352112676055,0.2789830508474576,0.283906103286385,0.0576271186440678,0.013953488372093023 665926,"Giménez, Andrés",L,L,142,79.14954128440367,5.981651376146789,0.2783669724770642,0.3267605633802817,0.2901651376146789,0.11267605633802817,0.045871559633027525 665926,"Giménez, Andrés",L,R,316,85.3591928251121,14.399103139013453,0.2891300448430493,0.32389240506329114,0.3242914798206278,0.14556962025316456,0.053811659192825115 666018,"Aranda, Jonathan",L,R,15,86.23333333333333,7.555555555555555,0.36344444444444446,0.20333333333333334,0.3436666666666667,0.06666666666666667,0 666023,"Fermin, Freddy",R,L,46,93.1625,14.0625,0.43909375,0.3673913043478261,0.5639375,0.2391304347826087,0.21875 666023,"Fermin, Freddy",R,R,128,87.42604166666666,11.53125,0.33841666666666664,0.382421875,0.37785416666666666,0.203125,0.07291666666666667 666134,"Jones, Nolan",L,L,75,88.63809523809523,8.380952380952381,0.3426904761904762,0.3546666666666667,0.4340952380952381,0.18666666666666668,0.11904761904761904 -666134,"Jones, Nolan",L,R,155,92.95121951219512,12.841463414634147,0.4176463414634146,0.37290322580645163,0.5371829268292683,0.2,0.15853658536585366 +666134,"Jones, Nolan",L,R,159,93.01176470588236,13.176470588235293,0.40943529411764706,0.3691823899371069,0.5246352941176471,0.1949685534591195,0.15294117647058825 666135,"Kirilloff, Alex",L,L,50,85.94285714285715,2.107142857142857,0.2634642857142857,0.218,0.28510714285714284,0.12,0.03571428571428571 666135,"Kirilloff, Alex",L,R,206,89.10615384615384,14.953846153846154,0.39087692307692307,0.3837378640776699,0.4359692307692308,0.16019417475728157,0.07692307692307693 666139,"Lowe, Josh",L,L,35,86.71111111111111,3.3333333333333335,0.3545,0.2814285714285714,0.4027777777777778,0.11428571428571428,0.05555555555555555 @@ -805,14 +807,14 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 666150,"Fletcher, Dominic",L,R,71,88.72631578947369,9.859649122807017,0.29675438596491227,0.40774647887323945,0.3146140350877193,0.14084507042253522,0.03508771929824561 666152,"Hamilton, David",L,L,3,84.43333333333334,16.666666666666668,0.29133333333333333,0.3,0.27666666666666667,0,0 666152,"Hamilton, David",L,R,31,89.78125,16.625,0.193125,0.2225806451612903,0.18706250000000002,0.06451612903225806,0 -666160,"Moniak, Mickey",L,L,43,81.36818181818182,13.954545454545455,0.2511818181818182,0.16627906976744186,0.24263636363636362,0.023255813953488372,0 -666160,"Moniak, Mickey",L,R,209,90.04230769230769,22.084615384615386,0.4171076923076923,0.40167464114832535,0.5220307692307692,0.2631578947368421,0.16153846153846155 +666160,"Moniak, Mickey",L,L,44,81.88695652173912,14.91304347826087,0.2428695652173913,0.1625,0.237,0.022727272727272728,0 +666160,"Moniak, Mickey",L,R,212,90.04230769230769,22.084615384615386,0.4171076923076923,0.39599056603773586,0.5220307692307692,0.25943396226415094,0.16153846153846155 666163,"Rortvedt, Ben",L,L,3,89.2,-9,0.149,0,0.134,0,0 666163,"Rortvedt, Ben",L,R,37,86.05238095238096,17.857142857142858,0.2211904761904762,0.25,0.26352380952380955,0.10810810810810811,0.09523809523809523 666164,"Rutherford, Blake",L,L,2,96.3,7,0.56,0.45,0.504,0,0 666164,"Rutherford, Blake",L,R,18,85.775,2.9166666666666665,0.15391666666666667,0.08888888888888889,0.14833333333333334,0,0 666165,"Sabol, Blake",L,L,40,76.65333333333334,7.4,0.3618,0.19375,0.36993333333333334,0,0 -666165,"Sabol, Blake",L,R,236,88.36666666666666,14.921985815602836,0.33287943262411346,0.3550847457627119,0.40397163120567375,0.17372881355932204,0.12056737588652482 +666165,"Sabol, Blake",L,R,238,88.42394366197183,15.028169014084508,0.33230281690140845,0.3521008403361345,0.40430281690140846,0.1722689075630252,0.11971830985915492 666176,"Adell, Jo",R,L,6,102.75,15.75,0.4225,0.6,0.6707500000000001,0.8333333333333334,0.25 666176,"Adell, Jo",R,R,8,70.66666666666667,7.666666666666667,0.08366666666666667,0.24375,0.07533333333333332,0.125,0 666181,"Benson, Will",L,L,23,90.7625,18.8125,0.1634375,0.16956521739130434,0.184375,0.08695652173913043,0 @@ -838,18 +840,18 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 666906,"Alu, Jake",L,R,42,83.256,3.64,0.30236,0.2726190476190476,0.29652,0.023809523809523808,0 666915,"Dalbec, Bobby",R,L,9,90.5,10,0.536,0.35555555555555557,0.48750000000000004,0,0 666915,"Dalbec, Bobby",R,R,5,99.55000000000001,21,0.1945,0,0.175,0,0 -666969,"García, Adolis",R,L,127,91.804,15.333333333333334,0.3464,0.40551181102362205,0.43828,0.1889763779527559,0.14666666666666667 -666969,"García, Adolis",R,R,370,91.80588235294118,14.672268907563025,0.3608571428571429,0.3651351351351351,0.47484453781512603,0.23513513513513515,0.15966386554621848 +666969,"García, Adolis",R,L,130,91.97236842105264,15.473684210526315,0.3542105263157895,0.42230769230769233,0.45672368421052634,0.2076923076923077,0.15789473684210525 +666969,"García, Adolis",R,R,372,91.84518828451883,14.514644351464435,0.3598619246861925,0.3631720430107527,0.4733221757322176,0.23387096774193547,0.1589958158995816 666971,"Gurriel Jr., Lourdes",R,L,112,90.64888888888889,9.688888888888888,0.3379333333333333,0.3450892857142857,0.38495555555555555,0.11607142857142858,0.08888888888888889 -666971,"Gurriel Jr., Lourdes",R,R,318,88.92911392405064,10.464135021097047,0.29562869198312236,0.3371069182389937,0.3481476793248945,0.22955974842767296,0.08438818565400844 +666971,"Gurriel Jr., Lourdes",R,R,322,89.06639004149378,10.439834024896266,0.2967676348547718,0.3357142857142857,0.34880497925311205,0.2267080745341615,0.08298755186721991 667452,"Julks, Corey",R,L,76,85.3709090909091,19.381818181818183,0.27441818181818184,0.26644736842105265,0.2903090909090909,0.13157894736842105,0.01818181818181818 667452,"Julks, Corey",R,R,238,88.44339622641509,17.044025157232703,0.33367924528301884,0.30462184873949577,0.3594905660377358,0.08823529411764706,0.050314465408805034 667472,"Myers, Dane",R,L,17,93.26428571428572,6.142857142857143,0.47014285714285714,0.3911764705882353,0.4679285714285714,0.058823529411764705,0 667472,"Myers, Dane",R,R,44,92.38,-2.4,0.3762666666666667,0.27386363636363636,0.38216666666666665,0.09090909090909091,0.03333333333333333 667670,"Rooker, Brent",R,L,124,90.5958904109589,12.397260273972602,0.40258904109589044,0.36088709677419356,0.49419178082191784,0.18548387096774194,0.1506849315068493 -667670,"Rooker, Brent",R,R,244,91.01666666666667,17.652173913043477,0.3365,0.3348360655737705,0.42534782608695654,0.20081967213114754,0.14492753623188406 -668227,"Arozarena, Randy",R,L,91,91.55818181818182,19.10909090909091,0.3248,0.3648351648351648,0.4172545454545455,0.1978021978021978,0.14545454545454545 -668227,"Arozarena, Randy",R,R,395,92.2,10.355102040816327,0.33577959183673467,0.35265822784810125,0.40100408163265305,0.13164556962025317,0.11428571428571428 +667670,"Rooker, Brent",R,R,248,90.95460992907802,18.04964539007092,0.33474468085106385,0.33588709677419354,0.4215390070921986,0.1975806451612903,0.14184397163120568 +668227,"Arozarena, Randy",R,L,93,91.75178571428572,18.303571428571427,0.3213035714285714,0.3741935483870968,0.4120892857142857,0.1935483870967742,0.14285714285714285 +668227,"Arozarena, Randy",R,R,399,92.21902834008097,10.259109311740891,0.33761943319838056,0.3531328320802005,0.40200404858299593,0.13032581453634084,0.11336032388663968 668472,"Pratto, Nick",L,L,74,86.62,7.25,0.373,0.34121621621621623,0.439725,0.20270270270270271,0.1 668472,"Pratto, Nick",L,R,225,88.54553571428572,15.151785714285714,0.37295535714285716,0.3022222222222222,0.4165714285714286,0.09333333333333334,0.07142857142857142 668663,"Barrera, Tres",R,R,2,89.3,34,0.0975,0,0.161,0,0 @@ -862,28 +864,28 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 668731,"Baddoo, Akil",L,L,7,73.2,12,0.3852,0.1285714285714286,0.3598,0,0 668731,"Baddoo, Akil",L,R,241,87.4235294117647,8.81045751633987,0.2935424836601307,0.30228215767634853,0.3374509803921569,0.12863070539419086,0.058823529411764705 668751,"Mitchell, Cal",L,R,5,88.1,3.6666666666666665,0.30933333333333335,0.13999999999999999,0.35366666666666663,0,0 -668800,"Knizner, Andrew",R,L,53,89.5,11.157894736842104,0.33810526315789474,0.3311320754716981,0.4182105263157895,0.2641509433962264,0.13157894736842105 -668800,"Knizner, Andrew",R,R,102,86.51267605633802,15.04225352112676,0.32411267605633803,0.3176470588235294,0.384056338028169,0.18627450980392157,0.08450704225352113 -668804,"Reynolds, Bryan",L,R,316,91.84636363636363,15.045454545454545,0.3823909090909091,0.3637658227848101,0.4687090909090909,0.2088607594936709,0.1409090909090909 +668800,"Knizner, Andrew",R,L,54,89.51794871794871,12.23076923076923,0.32987179487179485,0.325,0.40787179487179487,0.25925925925925924,0.1282051282051282 +668800,"Knizner, Andrew",R,R,104,86.64861111111111,14.694444444444445,0.32243055555555555,0.3269230769230769,0.3812638888888889,0.18269230769230768,0.08333333333333333 +668804,"Reynolds, Bryan",L,R,321,91.81674208144797,15.226244343891402,0.380710407239819,0.36246105919003113,0.4666334841628959,0.205607476635514,0.14027149321266968 668804,"Reynolds, Bryan",R,L,134,90.78979591836735,6.36734693877551,0.3203877551020408,0.32238805970149254,0.3440408163265306,0.1044776119402985,0.07142857142857142 668843,"Capel, Conner",L,L,11,88.23,17.9,0.3125,0.39090909090909093,0.2999,0.18181818181818182,0 668843,"Capel, Conner",L,R,75,84.65789473684211,10.289473684210526,0.37326315789473685,0.31533333333333335,0.36105263157894735,0.04,0 668901,"Vientos, Mark",R,L,42,94.50714285714285,6.178571428571429,0.4259642857142857,0.23452380952380952,0.4483214285714286,0.07142857142857142,0.07142857142857142 -668901,"Vientos, Mark",R,R,78,93.294,10.46,0.36902,0.26666666666666666,0.44772,0.10256410256410256,0.12 +668901,"Vientos, Mark",R,R,82,93.39807692307693,9.884615384615385,0.3705,0.25365853658536586,0.4458076923076923,0.0975609756097561,0.11538461538461539 668904,"Lewis, Royce",R,L,28,88.13888888888889,18.444444444444443,0.3,0.37857142857142856,0.30694444444444446,0.10714285714285714,0 668904,"Lewis, Royce",R,R,71,87.55510204081632,6.510204081632653,0.356,0.35492957746478876,0.4010612244897959,0.15492957746478872,0.12244897959183673 668930,"Turang, Brice",L,L,41,77.09655172413792,-3.533333333333333,0.18979310344827585,0.2,0.17589655172413793,0,0 668930,"Turang, Brice",L,R,276,87.93829787234043,16.643617021276597,0.3055159574468085,0.29746376811594205,0.33567021276595743,0.11594202898550725,0.0425531914893617 -668939,"Rutschman, Adley",L,R,358,87.11685823754789,11.685823754789272,0.32242528735632187,0.3339385474860335,0.3595057471264368,0.1340782122905028,0.05363984674329502 +668939,"Rutschman, Adley",L,R,362,87.04356060606061,11.640151515151516,0.31947348484848487,0.332182320441989,0.35609090909090907,0.13259668508287292,0.05303030303030303 668939,"Rutschman, Adley",R,L,140,89.81616161616162,13.191919191919192,0.3747070707070707,0.3992857142857143,0.4243131313131313,0.15,0.09090909090909091 668942,"Rojas, Josh",L,L,32,84.51875,7.8125,0.27268749999999997,0.2671875,0.261875,0.03125,0 -668942,"Rojas, Josh",L,R,205,85.72797202797203,8.832167832167832,0.2915390070921986,0.2758536585365854,0.30452482269503545,0.06341463414634146,0.03496503496503497 +668942,"Rojas, Josh",L,R,209,85.95,8.979452054794521,0.29681944444444447,0.27918660287081337,0.30911805555555555,0.06220095693779904,0.03424657534246575 668952,"Kreidler, Ryan",R,L,9,85.6,28,0.14279999999999998,0.1,0.1528,0,0 668952,"Kreidler, Ryan",R,R,9,88.71666666666667,2,0.17383333333333334,0.1,0.16416666666666666,0,0 669003,"Mitchell, Garrett",L,L,5,106.19999999999999,8,0.5885,0.4,0.8345,0.6,0.5 669003,"Mitchell, Garrett",L,R,57,83.925,5.34375,0.33825,0.3429824561403509,0.35884375,0.15789473684210525,0.0625 -669004,"Melendez, MJ",L,L,114,92.25857142857143,12.885714285714286,0.3144142857142857,0.29035087719298247,0.3718142857142857,0.10526315789473684,0.1 -669004,"Melendez, MJ",L,R,338,94.0052380952381,19.485714285714284,0.33613809523809524,0.31627218934911244,0.4099952380952381,0.15384615384615385,0.11428571428571428 +669004,"Melendez, MJ",L,L,115,92.2549295774648,12.704225352112676,0.3145774647887324,0.28782608695652173,0.3707887323943662,0.10434782608695652,0.09859154929577464 +669004,"Melendez, MJ",L,R,341,94.0052380952381,19.485714285714284,0.33613809523809524,0.3134897360703812,0.4099952380952381,0.15249266862170088,0.11428571428571428 669016,"Marsh, Brandon",L,L,88,89.65555555555555,8.866666666666667,0.34013333333333334,0.3090909090909091,0.3896,0.13636363636363635,0.08888888888888889 669016,"Marsh, Brandon",L,R,271,90.15802469135802,12.257668711656441,0.3464814814814815,0.3874538745387454,0.40308024691358024,0.16236162361623616,0.08024691358024691 669023,"Downs, Jeter",R,L,3,68.43333333333334,4.333333333333333,0.5296666666666666,0.3,0.5116666666666667,0,0 @@ -893,20 +895,20 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 669087,"Huff, Sam",R,L,20,88.08,5,0.339,0.295,0.3787,0.1,0 669087,"Huff, Sam",R,R,20,91.48461538461538,6.6923076923076925,0.34192307692307694,0.27,0.4139230769230769,0.15,0.07692307692307693 669127,"Langeliers, Shea",R,L,104,90.40461538461538,10.23076923076923,0.27526153846153845,0.2283653846153846,0.29938461538461536,0.07692307692307693,0.07692307692307693 -669127,"Langeliers, Shea",R,R,259,89.33975155279504,23.732919254658384,0.2818633540372671,0.30463320463320465,0.3552422360248447,0.17374517374517376,0.10559006211180125 +669127,"Langeliers, Shea",R,R,263,89.44969325153374,23.76073619631902,0.2835030674846626,0.3060836501901141,0.3562515337423313,0.17110266159695817,0.10429447852760736 669134,"Campusano, Luis",R,L,22,90.98666666666666,19.4,0.3701333333333333,0.5068181818181818,0.46140000000000003,0.3181818181818182,0.2 -669134,"Campusano, Luis",R,R,58,88.282,10.02,0.31954,0.3103448275862069,0.35182,0.13793103448275862,0.08 +669134,"Campusano, Luis",R,R,61,87.90566037735849,10.566037735849056,0.31466037735849056,0.30983606557377047,0.34473584905660376,0.13114754098360656,0.07547169811320754 669221,"Murphy, Sean",R,L,74,93.21764705882353,17.784313725490197,0.4205294117647059,0.44256756756756754,0.5492156862745098,0.22972972972972974,0.17647058823529413 669221,"Murphy, Sean",R,R,272,91.52987804878049,13.146341463414634,0.3822134146341463,0.3810661764705882,0.47954878048780486,0.22426470588235295,0.17682926829268292 669222,"Senzel, Nick",R,L,90,88.334375,11.640625,0.3463125,0.41888888888888887,0.365875,0.2111111111111111,0.03125 669222,"Senzel, Nick",R,R,180,85.78403361344537,17.319327731092436,0.29326050420168065,0.2702777777777778,0.3155042016806723,0.09444444444444444,0.04201680672268908 -669242,"Edman, Tommy",L,R,201,87.56103896103896,6.220779220779221,0.2926103896103896,0.31467661691542287,0.31254545454545457,0.12935323383084577,0.025974025974025976 -669242,"Edman, Tommy",R,L,108,90.3925,12.375,0.3023875,0.362962962962963,0.3482125,0.2222222222222222,0.075 +669242,"Edman, Tommy",L,R,203,87.48838709677419,5.916129032258064,0.29136774193548387,0.31157635467980294,0.31110967741935486,0.12807881773399016,0.025806451612903226 +669242,"Edman, Tommy",R,L,111,90.12771084337349,12.385542168674698,0.30491566265060244,0.36936936936936937,0.3483012048192771,0.21621621621621623,0.07228915662650602 669242,"Edman, Tommy",R,R,41,91.07666666666667,7.066666666666666,0.3755,0.34390243902439027,0.3905,0.14634146341463414,0.1 669257,"Smith, Will",R,L,102,88.4112676056338,18.380281690140844,0.30101408450704226,0.396078431372549,0.37098591549295773,0.23529411764705882,0.07042253521126761 669257,"Smith, Will",R,R,295,89.35320197044335,14.374384236453203,0.33358128078817734,0.3664406779661017,0.3693251231527094,0.13898305084745763,0.06896551724137931 669261,"Suwinski, Jack",L,L,89,85.23529411764706,12.529411764705882,0.34,0.2803370786516854,0.38882352941176473,0.0898876404494382,0.08823529411764706 -669261,"Suwinski, Jack",L,R,295,92.64968152866243,25.248407643312103,0.3456305732484076,0.36559322033898306,0.5037579617834395,0.24067796610169492,0.19745222929936307 +669261,"Suwinski, Jack",L,R,299,92.59433962264151,25.566037735849058,0.3461383647798742,0.3630434782608696,0.5044150943396226,0.23745819397993312,0.20125786163522014 669289,"Espinal, Santiago",R,L,77,89.01,12.25,0.27155,0.274025974025974,0.28435,0.09090909090909091,0.016666666666666666 669289,"Espinal, Santiago",R,R,107,85.97469879518073,7.662650602409639,0.29334939759036144,0.2995327102803738,0.2926987951807229,0.06542056074766354,0 669304,"Miranda, Jose",R,L,32,86.984,18.92,0.29468,0.253125,0.31676,0.09375,0.04 @@ -921,10 +923,10 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 669369,"Johnson, Bryce",R,L,28,75.4888888888889,5.222222222222222,0.24394444444444444,0.25535714285714284,0.24716666666666667,0.03571428571428571,0 669392,"Taylor, Samad",R,L,26,87.175,6.8125,0.374625,0.3730769230769231,0.4535625,0.11538461538461539,0.125 669392,"Taylor, Samad",R,R,30,82.925,7.352941176470588,0.1883125,0.19,0.21825,0,0.0625 -669394,"Burger, Jake",R,L,98,94.13,20.016666666666666,0.4018333333333333,0.39591836734693875,0.55735,0.336734693877551,0.25 -669394,"Burger, Jake",R,R,272,91.25868263473053,9.341317365269461,0.35267065868263475,0.3365808823529412,0.43192215568862274,0.2426470588235294,0.15568862275449102 -669397,"Allen, Nick",R,L,66,81.58979591836734,6.959183673469388,0.3193061224489796,0.30227272727272725,0.3234489795918367,0.07575757575757576,0.02040816326530612 -669397,"Allen, Nick",R,R,131,80.837,3.15,0.22084,0.21106870229007635,0.22779,0.061068702290076333,0.01 +669394,"Burger, Jake",R,L,101,94.46774193548387,19.06451612903226,0.3981774193548387,0.3930693069306931,0.547741935483871,0.32673267326732675,0.24193548387096775 +669394,"Burger, Jake",R,R,273,91.25868263473053,9.341317365269461,0.35267065868263475,0.3353479853479853,0.43192215568862274,0.24175824175824176,0.15568862275449102 +669397,"Allen, Nick",R,L,67,81.376,5.54,0.3184,0.3111940298507463,0.32192,0.07462686567164178,0.02 +669397,"Allen, Nick",R,R,134,81.11274509803921,2.911764705882353,0.22625490196078432,0.21828358208955223,0.23259803921568628,0.05970149253731343,0.00980392156862745 669450,"Hummel, Cooper",L,R,19,93.375,9.25,0.31325,0.2236842105263158,0.3055,0.05263157894736842,0 669450,"Hummel, Cooper",R,L,8,90.81666666666666,4.5,0.28950000000000004,0,0.3215,0,0 669477,"Schmitt, Casey",R,L,82,88.040625,8.1875,0.328296875,0.275609756097561,0.357046875,0.12195121951219512,0.0625 @@ -935,15 +937,15 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 669707,"Triolo, Jared",R,L,37,83.81666666666666,5.958333333333333,0.307375,0.3054054054054054,0.31116666666666665,0.08108108108108109,0.041666666666666664 669707,"Triolo, Jared",R,R,95,84.82407407407408,11.907407407407407,0.38664814814814813,0.3178947368421053,0.3880925925925926,0.021052631578947368,0.018518518518518517 669720,"Hays, Austin",R,L,116,90.87654320987654,15.134146341463415,0.32498765432098764,0.309051724137931,0.3967037037037037,0.15517241379310345,0.1111111111111111 -669720,"Hays, Austin",R,R,298,89.24182692307693,8.822115384615385,0.3306009615384615,0.3464765100671141,0.3810625,0.14093959731543623,0.08173076923076923 +669720,"Hays, Austin",R,R,299,89.24182692307693,8.822115384615385,0.3306009615384615,0.34531772575250835,0.3810625,0.14046822742474915,0.08173076923076923 669742,"Hall, Darick",L,L,12,95.78571428571429,-6.714285714285714,0.373,0.3,0.4207142857142857,0.25,0.14285714285714285 669742,"Hall, Darick",L,R,44,91.68275862068965,18.96551724137931,0.3112068965517241,0.16704545454545455,0.30858620689655175,0.022727272727272728,0 669743,"Call, Alex",R,L,127,86.30568181818182,21.113636363636363,0.28847727272727275,0.347244094488189,0.31328409090909093,0.11811023622047244,0.045454545454545456 669743,"Call, Alex",R,R,253,83.50174418604651,13.970930232558139,0.2591686046511628,0.26403162055335966,0.2833953488372093,0.06719367588932806,0.046511627906976744 -669911,"Toglia, Michael",L,R,66,88.22857142857143,16.333333333333332,0.32276190476190475,0.28484848484848485,0.3445238095238095,0.12121212121212122,0.047619047619047616 +669911,"Toglia, Michael",L,R,69,88.22857142857143,16.333333333333332,0.32276190476190475,0.27246376811594203,0.3445238095238095,0.11594202898550725,0.047619047619047616 669911,"Toglia, Michael",R,L,41,91.55,16.727272727272727,0.23704545454545456,0.1048780487804878,0.24404545454545454,0,0 670032,"Lopez, Nicky",L,L,37,81.9962962962963,6.333333333333333,0.2748148148148148,0.26216216216216215,0.26914814814814814,0.02702702702702703,0 -670032,"Lopez, Nicky",L,R,159,85.78141592920353,-1.3716814159292035,0.2758141592920354,0.3179245283018868,0.2751769911504425,0.0880503144654088,0.008849557522123894 +670032,"Lopez, Nicky",L,R,163,86.108547008547,-1.4102564102564104,0.2776923076923077,0.3266871165644172,0.27635042735042736,0.08588957055214724,0.008547008547008548 670042,"Raley, Luke",L,L,29,91.575,10.3125,0.2859375,0.25517241379310346,0.42012499999999997,0.20689655172413793,0.1875 670042,"Raley, Luke",L,R,293,89.44418604651163,18.313953488372093,0.3519360465116279,0.38310580204778155,0.43244767441860466,0.22525597269624573,0.12790697674418605 670097,"Short, Zack",R,L,69,90.51914893617021,22.574468085106382,0.3241063829787234,0.3347826086956522,0.36827659574468086,0.11594202898550725,0.06382978723404255 @@ -958,10 +960,10 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 670242,"Wallner, Matt",L,R,96,91.23333333333333,19.92156862745098,0.4134313725490196,0.44375,0.5716274509803921,0.2604166666666667,0.17647058823529413 670276,"Stevenson, Cal",L,L,1,87.4,-28,0.049,0,0.044,0,0 670276,"Stevenson, Cal",L,R,11,83.9,22.333333333333332,0.1855,0.2727272727272727,0.18866666666666665,0,0 -670541,"Alvarez, Yordan",L,L,103,92.1,17.26153846153846,0.35636923076923077,0.41262135922330095,0.45863076923076923,0.2524271844660194,0.15384615384615385 +670541,"Alvarez, Yordan",L,L,107,92.19558823529412,17.455882352941178,0.36958823529411766,0.4121495327102804,0.4697058823529412,0.24299065420560748,0.14705882352941177 670541,"Alvarez, Yordan",L,R,206,93.5236641221374,16.977099236641223,0.4013664122137405,0.40242718446601944,0.533969465648855,0.24757281553398058,0.183206106870229 -670623,"Paredes, Isaac",R,L,90,88.98387096774194,24.29032258064516,0.2702258064516129,0.32944444444444443,0.2933387096774194,0.13333333333333333,0.03225806451612903 -670623,"Paredes, Isaac",R,R,310,86.71853658536585,20.931707317073172,0.2859121951219512,0.3858064516129032,0.3293219512195122,0.23870967741935484,0.07804878048780488 +670623,"Paredes, Isaac",R,L,92,88.94126984126984,23.873015873015873,0.2695238095238095,0.33206521739130435,0.2919047619047619,0.13043478260869565,0.031746031746031744 +670623,"Paredes, Isaac",R,R,314,86.72705314009661,21.057971014492754,0.2848647342995169,0.3808917197452229,0.32861835748792273,0.2356687898089172,0.07729468599033816 670712,"Brosseau, Mike",R,L,49,80.68709677419355,7.806451612903226,0.26680645161290323,0.2530612244897959,0.3037741935483871,0.12244897959183673,0.06451612903225806 670712,"Brosseau, Mike",R,R,29,82.18181818181819,21.454545454545453,0.2611363636363636,0.33448275862068966,0.32804545454545453,0.27586206896551724,0.09090909090909091 670764,"Walls, Taylor",L,R,205,87.1,18.51219512195122,0.25614634146341464,0.28097560975609753,0.2860569105691057,0.11219512195121951,0.04878048780487805 @@ -976,20 +978,20 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 671083,"Kennedy, Buddy",R,R,2,80.95,38,0.071,0,0.079,0,0 671213,"Casas, Triston",L,L,73,87.24285714285715,10.085714285714285,0.3308857142857143,0.31438356164383563,0.3898,0.1506849315068493,0.08571428571428572 671213,"Casas, Triston",L,R,314,92.07536945812808,16.541871921182267,0.36635467980295566,0.3730891719745223,0.4747093596059113,0.21019108280254778,0.1477832512315271 -671218,"Ramos, Heliot",R,L,27,83.51176470588236,16.294117647058822,0.41547058823529415,0.4444444444444444,0.5374117647058824,0.25925925925925924,0.23529411764705882 +671218,"Ramos, Heliot",R,L,28,83.51176470588236,16.294117647058822,0.41547058823529415,0.42857142857142855,0.5374117647058824,0.25,0.23529411764705882 671218,"Ramos, Heliot",R,R,9,95.38333333333333,9.666666666666666,0.3446666666666667,0.1,0.3898333333333333,0,0.16666666666666666 -671221,"Waters, Drew",L,R,151,88.95952380952382,18.833333333333332,0.3659047619047619,0.32417218543046356,0.4501547619047619,0.17218543046357615,0.10714285714285714 -671221,"Waters, Drew",R,L,57,88.73235294117647,15.676470588235293,0.3487352941176471,0.2631578947368421,0.42223529411764704,0.10526315789473684,0.17647058823529413 +671221,"Waters, Drew",L,R,154,88.95952380952382,18.833333333333332,0.3659047619047619,0.3224025974025974,0.4501547619047619,0.16883116883116883,0.10714285714285714 +671221,"Waters, Drew",R,L,58,88.77428571428571,15.428571428571429,0.35314285714285715,0.27413793103448275,0.4234,0.10344827586206896,0.17142857142857143 671277,"García, Luis",L,L,118,87.01010101010101,9.78,0.3092121212121212,0.2830508474576271,0.3582727272727273,0.11864406779661017,0.0707070707070707 671277,"García, Luis",L,R,290,88.7404255319149,1.3702127659574468,0.29711489361702126,0.2924137931034483,0.3166765957446809,0.08620689655172414,0.05106382978723404 671289,"Freeman, Tyler",R,L,32,81.97916666666667,-5.583333333333333,0.25716666666666665,0.228125,0.25666666666666665,0,0 671289,"Freeman, Tyler",R,R,63,85.01428571428572,3.4489795918367347,0.3446734693877551,0.3674603174603175,0.3446734693877551,0.09523809523809523,0 671732,"Butler, Lawrence",L,L,3,92.8,17.5,0.10550000000000001,0,0.096,0,0 -671732,"Butler, Lawrence",L,R,9,87.5375,27,0.38387499999999997,0.37777777777777777,0.482125,0.2222222222222222,0.25 +671732,"Butler, Lawrence",L,R,12,88.2,23.727272727272727,0.3968181818181818,0.35833333333333334,0.495,0.16666666666666666,0.18181818181818182 671739,"Harris II, Michael",L,L,82,88.7265625,5.234375,0.3201875,0.36341463414634145,0.351484375,0.15853658536585366,0.0625 -671739,"Harris II, Michael",L,R,273,90.736,6.447761194029851,0.35238,0.3423076923076923,0.395455,0.15384615384615385,0.085 -672275,"Bailey, Patrick",L,R,169,87.49906542056075,14.30841121495327,0.3541495327102804,0.28875739644970416,0.4132242990654206,0.11834319526627218,0.102803738317757 -672275,"Bailey, Patrick",R,L,75,90.82413793103449,7.5344827586206895,0.4260689655172414,0.42533333333333334,0.47213793103448276,0.2,0.1206896551724138 +671739,"Harris II, Michael",L,R,278,90.60940594059406,6.793103448275862,0.3527970297029703,0.3444244604316547,0.3951831683168317,0.1510791366906475,0.08415841584158416 +672275,"Bailey, Patrick",L,R,172,87.61743119266055,13.73394495412844,0.35459633027522935,0.2837209302325581,0.4148715596330275,0.11627906976744186,0.10091743119266056 +672275,"Bailey, Patrick",R,L,76,90.64237288135593,7.186440677966102,0.42010169491525423,0.4197368421052632,0.46527118644067794,0.19736842105263158,0.11864406779661017 672284,"Kelenic, Jarred",L,L,78,89.63725490196079,14.568627450980392,0.3794705882352941,0.3685897435897436,0.44507843137254904,0.21794871794871795,0.058823529411764705 672284,"Kelenic, Jarred",L,R,280,92.28924050632911,8.316455696202532,0.4047151898734177,0.3294642857142857,0.46860126582278483,0.15714285714285714,0.12025316455696203 672356,"Arias, Gabriel",R,L,80,83.98333333333333,3.4444444444444446,0.24961111111111112,0.16,0.3022222222222222,0.0375,0.08333333333333333 @@ -997,13 +999,13 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 672386,"Kirk, Alejandro",R,L,91,83.528125,5.138461538461539,0.251546875,0.321978021978022,0.27073437499999997,0.08791208791208792,0.046875 672386,"Kirk, Alejandro",R,R,210,88.37831325301205,5.801204819277109,0.31680722891566265,0.30833333333333335,0.34120481927710844,0.08095238095238096,0.03614457831325301 672478,"Diaz, Jordan",R,L,77,92.96842105263158,10.333333333333334,0.36457894736842106,0.29155844155844157,0.3766842105263158,0.11688311688311688,0.03508771929824561 -672478,"Diaz, Jordan",R,R,102,89.54142857142857,5.071428571428571,0.3122,0.34852941176470587,0.38542857142857145,0.18627450980392157,0.1 -672515,"Moreno, Gabriel",R,L,75,92.79361702127659,9.595744680851064,0.40517021276595744,0.41133333333333333,0.45259574468085106,0.17333333333333334,0.06382978723404255 -672515,"Moreno, Gabriel",R,R,170,88.57380952380953,1.7063492063492063,0.2957222222222222,0.26941176470588235,0.31143650793650796,0.041176470588235294,0.047619047619047616 +672478,"Diaz, Jordan",R,R,106,89.49444444444444,5.444444444444445,0.3117916666666667,0.3419811320754717,0.3823888888888889,0.1792452830188679,0.09722222222222222 +672515,"Moreno, Gabriel",R,L,76,92.94583333333333,9.104166666666666,0.40095833333333336,0.40592105263157896,0.4470208333333333,0.17105263157894737,0.0625 +672515,"Moreno, Gabriel",R,R,172,88.6421875,1.9609375,0.2996953125,0.273546511627907,0.31475000000000003,0.046511627906976744,0.046875 672580,"Garcia, Maikel",R,L,87,91.37272727272727,9.35820895522388,0.37104545454545457,0.3505747126436782,0.41083333333333333,0.16091954022988506,0.09090909090909091 -672580,"Garcia, Maikel",R,R,262,91.34699453551913,3.4918918918918918,0.3385081967213115,0.3061068702290076,0.35604918032786886,0.0648854961832061,0.02185792349726776 -672695,"Perdomo, Geraldo",L,R,321,83.09276018099547,15.612612612612613,0.26009049773755655,0.35077881619937695,0.2654705882352941,0.12461059190031153,0.013574660633484163 -672695,"Perdomo, Geraldo",R,L,43,79.80571428571429,2.7142857142857144,0.2461142857142857,0.30348837209302326,0.24094285714285713,0.023255813953488372,0 +672580,"Garcia, Maikel",R,R,268,91.4279569892473,3.324468085106383,0.3398817204301075,0.3085820895522388,0.356758064516129,0.06343283582089553,0.021505376344086023 +672695,"Perdomo, Geraldo",L,R,323,83.0990990990991,15.565022421524663,0.2607477477477477,0.34860681114551084,0.26606306306306304,0.1238390092879257,0.013513513513513514 +672695,"Perdomo, Geraldo",R,L,44,79.08611111111111,2.888888888888889,0.24269444444444443,0.29659090909090907,0.23733333333333334,0.022727272727272728,0 672724,"Peraza, Oswald",R,L,25,96.88,-8.9,0.3671,0.27599999999999997,0.3564,0,0 672724,"Peraza, Oswald",R,R,40,84.00384615384615,15.076923076923077,0.2443076923076923,0.27125,0.28334615384615386,0.025,0.038461538461538464 672779,"Marcano, Tucupita",L,L,37,80.725,2.892857142857143,0.25092857142857145,0.21756756756756757,0.25889285714285715,0.02702702702702703,0.03571428571428571 @@ -1011,11 +1013,11 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 672820,"Sosa, Lenyn",R,L,17,91.9,24.571428571428573,0.21857142857142856,0.2411764705882353,0.2515,0.11764705882352941,0 672820,"Sosa, Lenyn",R,R,53,82.61538461538461,10.615384615384615,0.2914102564102564,0.1509433962264151,0.32992307692307693,0.07547169811320754,0.07692307692307693 673237,"Diaz, Yainer",R,L,69,92.24285714285715,11.204081632653061,0.37548979591836734,0.24420289855072463,0.4543673469387755,0.08695652173913043,0.12244897959183673 -673237,"Diaz, Yainer",R,R,197,90.66392405063291,13.158227848101266,0.34507594936708863,0.3903553299492386,0.4372025316455696,0.27411167512690354,0.11392405063291139 +673237,"Diaz, Yainer",R,R,198,90.71572327044025,13.377358490566039,0.3429748427672956,0.3883838383838384,0.43457861635220124,0.2727272727272727,0.11320754716981132 673357,"Robert Jr., Luis",R,L,100,92.09818181818181,16.236363636363638,0.44514545454545457,0.4215,0.5698909090909091,0.25,0.18181818181818182 673357,"Robert Jr., Luis",R,R,365,87.50125523012552,16.531380753138077,0.35651046025104605,0.3784931506849315,0.4514518828451883,0.273972602739726,0.13807531380753138 673490,"Kim, Ha-Seong",R,L,151,85.69454545454545,17.60909090909091,0.30933636363636363,0.41589403973509936,0.35264545454545454,0.2052980132450331,0.06363636363636363 -673490,"Kim, Ha-Seong",R,R,295,86.09567567567568,13.248648648648649,0.33449729729729727,0.3535593220338983,0.3558216216216216,0.10508474576271186,0.043243243243243246 +673490,"Kim, Ha-Seong",R,R,299,85.98244680851064,13.595744680851064,0.3306968085106383,0.3488294314381271,0.35154255319148936,0.10367892976588629,0.0425531914893617 673548,"Suzuki, Seiya",R,L,120,93.08255813953488,13.104651162790697,0.3680232558139535,0.3354166666666667,0.39830232558139533,0.125,0.06976744186046512 673548,"Suzuki, Seiya",R,R,281,90.64104046242774,10.364161849710984,0.35720809248554913,0.3270462633451957,0.3973063583815029,0.13523131672597866,0.08092485549132948 673962,"Jung, Josh",R,L,111,90.84303797468354,12.189873417721518,0.44167088607594934,0.44594594594594594,0.5510506329113924,0.2972972972972973,0.1518987341772152 @@ -1023,19 +1025,19 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 675656,"Smith, Kevin",R,L,30,83.5578947368421,9.263157894736842,0.35289473684210526,0.365,0.46210526315789474,0.3333333333333333,0.15789473684210525 675656,"Smith, Kevin",R,R,72,84.72173913043478,7.304347826086956,0.25471739130434784,0.19444444444444445,0.28197826086956523,0.041666666666666664,0.043478260869565216 675961,"Williams, Alika",R,L,11,84.48333333333333,0.5,0.304,0.22727272727272727,0.294,0,0 -675961,"Williams, Alika",R,R,37,84.18333333333334,12.708333333333334,0.322625,0.2648648648648649,0.33720833333333333,0.05405405405405406,0.041666666666666664 +675961,"Williams, Alika",R,R,41,84.732,11.64,0.31692,0.25609756097560976,0.3302,0.04878048780487805,0.04 675986,"Smith-Njigba, Canaan",L,L,3,NA,NA,NA,0,NA,0,NA 675986,"Smith-Njigba, Canaan",L,R,34,86.99411764705883,0.058823529411764705,0.30505882352941177,0.2661764705882353,0.3623529411764706,0.08823529411764706,0.11764705882352941 676059,"Westburg, Jordan",R,L,36,92.34166666666667,19.75,0.40729166666666666,0.3486111111111111,0.4375,0.16666666666666666,0.08333333333333333 -676059,"Westburg, Jordan",R,R,84,90.1015873015873,10.46031746031746,0.32223809523809527,0.33630952380952384,0.33714285714285713,0.14285714285714285,0.031746031746031744 +676059,"Westburg, Jordan",R,R,88,90.02985074626865,10.597014925373134,0.3157910447761194,0.33125,0.3286268656716418,0.13636363636363635,0.029850746268656716 676070,"Amaya, Jacob",R,L,5,87.625,8.5,0.38525,0.18,0.40375,0,0 676070,"Amaya, Jacob",R,R,4,80.775,-8.5,0.22,0.225,0.20975,0,0 676116,"Noda, Ryan",L,L,60,87.99310344827586,12.827586206896552,0.3584137931034483,0.375,0.46544827586206894,0.18333333333333332,0.13793103448275862 676116,"Noda, Ryan",L,R,280,90.19847328244275,17.900763358778626,0.3581450381679389,0.35482142857142857,0.4433129770992366,0.14642857142857144,0.13740458015267176 676356,"Deluca, Jonny",R,L,35,84.775,4.791666666666667,0.2786666666666667,0.33285714285714285,0.30083333333333334,0.11428571428571428,0.041666666666666664 676356,"Deluca, Jonny",R,R,10,81.22,18.5,0.1595,0.29,0.2164,0.3,0.1 -676369,"Velázquez, Nelson",R,L,19,88.375,4.333333333333333,0.41708333333333336,0.29473684210526313,0.5356666666666666,0.3157894736842105,0.16666666666666666 -676369,"Velázquez, Nelson",R,R,21,95.57142857142857,7.571428571428571,0.4114285714285714,0.5571428571428572,0.5480714285714285,0.5238095238095238,0.2857142857142857 +676369,"Velázquez, Nelson",R,L,20,89.73846153846154,3.6153846153846154,0.4126923076923077,0.28,0.5193846153846154,0.3,0.15384615384615385 +676369,"Velázquez, Nelson",R,R,24,96.4,7.0625,0.4126875,0.525,0.5341875,0.4583333333333333,0.25 676391,"Clement, Ernie",R,L,7,85.98,19.8,0.2772,0.40714285714285714,0.2534,0.14285714285714285,0 676391,"Clement, Ernie",R,R,3,98.86666666666667,14,0.6656666666666666,0.6,0.6633333333333333,0,0 676475,"Burleson, Alec",L,L,24,87.78823529411764,13,0.2444705882352941,0.22291666666666665,0.24005882352941177,0.041666666666666664,0 @@ -1048,13 +1050,13 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 676625,"Bannon, Rylan",R,R,4,89.36666666666666,26.666666666666668,0.17800000000000002,0,0.18100000000000002,0,0 676632,"Madris, Bligh",L,L,5,72.36,12.6,0.30319999999999997,0.18,0.2814,0,0 676632,"Madris, Bligh",L,R,25,90.23571428571428,21.428571428571427,0.26864285714285713,0.23399999999999999,0.31535714285714284,0.04,0.07142857142857142 -676694,"Meyers, Jake",R,L,60,86.57894736842105,12.210526315789474,0.2573947368421053,0.4058333333333333,0.30244736842105263,0.2,0.05263157894736842 -676694,"Meyers, Jake",R,R,236,85.30397350993377,11.834437086092715,0.302317880794702,0.28877118644067795,0.34635761589403974,0.13135593220338984,0.0728476821192053 -676701,"Trejo, Alan",R,L,81,82.93137254901961,19.03921568627451,0.33852941176470586,0.27839506172839507,0.35737254901960785,0.09876543209876543,0.058823529411764705 +676694,"Meyers, Jake",R,L,62,86.83076923076923,12.41025641025641,0.2592820512820513,0.392741935483871,0.3045128205128205,0.1935483870967742,0.05128205128205128 +676694,"Meyers, Jake",R,R,238,85.3640522875817,12.130718954248366,0.30152287581699344,0.28634453781512603,0.3457058823529412,0.13025210084033614,0.0718954248366013 +676701,"Trejo, Alan",R,L,82,82.86923076923077,19.03846153846154,0.3505384615384615,0.28597560975609754,0.36767307692307694,0.0975609756097561,0.057692307692307696 676701,"Trejo, Alan",R,R,87,86.23529411764706,11.455882352941176,0.3222205882352941,0.3201149425287356,0.3316470588235294,0.10344827586206896,0.029411764705882353 676724,"Young, Jared",L,L,2,62.550000000000004,-38.5,0.16399999999999998,0.45,0.1475,0,0 676724,"Young, Jared",L,R,37,90.27727272727273,12.545454545454545,0.2560454545454545,0.31351351351351353,0.30763636363636365,0.1891891891891892,0.09090909090909091 -676801,"McCormick, Chas",R,L,86,86.13454545454546,20.145454545454545,0.34145454545454546,0.4441860465116279,0.4222909090909091,0.2441860465116279,0.10909090909090909 +676801,"McCormick, Chas",R,L,90,86.38135593220339,19.83050847457627,0.35538983050847456,0.4444444444444444,0.4296440677966102,0.23333333333333334,0.1016949152542373 676801,"McCormick, Chas",R,R,214,88.12622950819672,15.655737704918034,0.33658196721311473,0.3598130841121495,0.4172459016393443,0.19158878504672897,0.11475409836065574 676914,"Schneider, Davis",R,L,14,90.375,23.75,0.456875,0.5785714285714285,0.62775,0.42857142857142855,0.25 676914,"Schneider, Davis",R,R,17,81.45,17.875,0.50375,0.45,0.468375,0.058823529411764705,0 @@ -1068,35 +1070,37 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 677588,"Tena, José",L,L,5,82.6,40,0.0525,0.13999999999999999,0.065,0,0 677588,"Tena, José",L,R,4,90.4,8.666666666666666,0.3273333333333333,0.5375,0.37,0.25,0 677594,"Rodríguez, Julio",R,L,115,92.7,14.666666666666666,0.3880138888888889,0.34652173913043477,0.43554166666666666,0.14782608695652175,0.09722222222222222 -677594,"Rodríguez, Julio",R,R,403,92.95641025641025,5.706959706959707,0.3464798534798535,0.3366004962779156,0.3992344322344322,0.1687344913151365,0.10622710622710622 -677649,"Duran, Ezequiel",R,L,101,89.59850746268657,20.746268656716417,0.37350746268656715,0.4262376237623762,0.4530597014925373,0.26732673267326734,0.11940298507462686 -677649,"Duran, Ezequiel",R,R,248,90.48424242424242,11.969696969696969,0.36725454545454544,0.32661290322580644,0.4233636363636364,0.14919354838709678,0.07878787878787878 +677594,"Rodríguez, Julio",R,R,408,93.04404332129964,6.043321299638989,0.34595306859205777,0.3377450980392157,0.3979927797833935,0.16911764705882354,0.10469314079422383 +677649,"Duran, Ezequiel",R,L,104,89.56176470588235,21.029411764705884,0.3681029411764706,0.4206730769230769,0.4464705882352941,0.25961538461538464,0.11764705882352941 +677649,"Duran, Ezequiel",R,R,250,90.48424242424242,11.969696969696969,0.36725454545454544,0.324,0.4233636363636364,0.148,0.07878787878787878 +677941,"Adams, Jordyn",R,L,1,NA,NA,NA,0,NA,0,NA 677941,"Adams, Jordyn",R,R,6,95.53333333333333,1.6666666666666667,0.2763333333333333,0,0.2793333333333333,0,0 -677950,"Thomas, Alek",L,L,53,86.428125,0.96875,0.272625,0.12169811320754717,0.2713125,0.07547169811320754,0 -677950,"Thomas, Alek",L,R,199,88.93716216216217,2.6486486486486487,0.3245067567567568,0.35577889447236183,0.355945945945946,0.19095477386934673,0.060810810810810814 +677950,"Thomas, Alek",L,L,54,86.34545454545454,0.09090909090909091,0.2654848484848485,0.11944444444444445,0.2640909090909091,0.07407407407407407,0 +677950,"Thomas, Alek",L,R,201,89.026,2.986666666666667,0.32294,0.3584577114427861,0.3545466666666667,0.19402985074626866,0.06 677951,"Witt Jr., Bobby",R,L,117,90.06521739130434,15.554347826086957,0.36492391304347827,0.3700854700854701,0.4458913043478261,0.20512820512820512,0.11956521739130435 -677951,"Witt Jr., Bobby",R,R,389,90.08251748251749,15.017482517482517,0.34195104895104894,0.33354755784061696,0.4100839160839161,0.1928020565552699,0.11188811188811189 +677951,"Witt Jr., Bobby",R,R,394,90.08144329896908,14.711340206185566,0.3410343642611684,0.34124365482233504,0.40806529209621994,0.19796954314720813,0.10996563573883161 678225,"Bae, Ji Hwan",L,L,74,77.93541666666667,-7.3125,0.26695833333333335,0.29864864864864865,0.2534375,0.013513513513513514,0 678225,"Bae, Ji Hwan",L,R,165,87.42882882882883,3.873873873873874,0.2755045045045045,0.2809090909090909,0.2943963963963964,0.08484848484848485,0.036036036036036036 678246,"Vargas, Miguel",R,L,92,89.871875,17.65625,0.30548437500000003,0.31956521739130433,0.371703125,0.18478260869565216,0.09375 678246,"Vargas, Miguel",R,R,211,84.88161764705882,15.595588235294118,0.2561470588235294,0.3018957345971564,0.2853088235294118,0.12796208530805686,0.03676470588235294 -678545,"Basabe, Osleivis",R,R,3,100.15,-27.5,0.114,0.4166666666666667,0.1055,0.3333333333333333,0 -678554,"Mead, Curtis",R,L,7,71.73333333333333,17.333333333333332,0.19533333333333333,0,0.19033333333333333,0,0 -678554,"Mead, Curtis",R,R,11,87.4,31.5,0.30233333333333334,0.2909090909090909,0.3025,0,0 -678662,"Tovar, Ezequiel",R,L,128,87.11728395061728,14.382716049382717,0.37879012345679014,0.31953125,0.4118148148148148,0.1953125,0.07407407407407407 -678662,"Tovar, Ezequiel",R,R,308,88.56542056074767,11.841121495327103,0.3414018691588785,0.3105519480519481,0.3768271028037383,0.1396103896103896,0.07009345794392523 +678545,"Basabe, Osleivis",R,L,2,76,34,0.13,0,0.1225,0,0 +678545,"Basabe, Osleivis",R,R,6,97.6,-14.5,0.2235,0.475,0.21725,0.16666666666666666,0 +678554,"Mead, Curtis",R,L,8,74.75,10.25,0.17225,0,0.16725,0,0 +678554,"Mead, Curtis",R,R,15,89.67777777777778,20,0.321,0.3933333333333333,0.3101111111111111,0,0 +678662,"Tovar, Ezequiel",R,L,129,87.18536585365854,14.378048780487806,0.38584146341463416,0.324031007751938,0.417890243902439,0.1937984496124031,0.07317073170731707 +678662,"Tovar, Ezequiel",R,R,311,88.6962962962963,11.916666666666666,0.3437175925925926,0.3180064308681672,0.3812916666666667,0.15112540192926044,0.07407407407407407 678894,"Peguero, Liover",R,L,19,90.75555555555556,11.555555555555555,0.3008888888888889,0.23421052631578948,0.29333333333333333,0.05263157894736842,0 -678894,"Peguero, Liover",R,R,44,84.01785714285714,-0.2857142857142857,0.3798214285714286,0.375,0.45242857142857146,0.29545454545454547,0.10714285714285714 +678894,"Peguero, Liover",R,R,48,82.54516129032258,-0.16129032258064516,0.3554193548387097,0.3625,0.4206774193548387,0.2708333333333333,0.0967741935483871 679032,"Rojas, Johan",R,L,31,72.71904761904761,10.952380952380953,0.3299047619047619,0.31129032258064515,0.30604761904761907,0.0967741935483871,0 679032,"Rojas, Johan",R,R,39,83.256,4.538461538461538,0.25020000000000003,0.3576923076923077,0.24896,0.10256410256410256,0 679529,"Torkelson, Spencer",R,L,124,91.49545454545455,18.238636363636363,0.33843181818181817,0.33548387096774196,0.4309545454545455,0.21774193548387097,0.13636363636363635 679529,"Torkelson, Spencer",R,R,370,92.71759656652361,17.36051502145923,0.3546695278969957,0.31608108108108107,0.4183047210300429,0.14594594594594595,0.13733905579399142 679631,"Vavra, Terrin",L,L,2,90.35,5,0.11549999999999999,0.45,0.1185,0,0 679631,"Vavra, Terrin",L,R,54,84.07027027027027,5.54054054054054,0.34118918918918917,0.2740740740740741,0.3595405405405405,0,0.05405405405405406 -679881,"Martinez, J.P.",L,L,2,86.9,36,0.02,0,0.028,0,0 -679881,"Martinez, J.P.",L,R,11,85.03333333333333,25.666666666666668,0.32422222222222224,0.42272727272727273,0.3243333333333333,0.09090909090909091,0 +679881,"Martinez, J.P.",L,L,4,86.3,3.3333333333333335,0.24299999999999997,0.225,0.2406666666666667,0,0 +679881,"Martinez, J.P.",L,R,14,84.92727272727272,21.636363636363637,0.32163636363636366,0.3964285714285714,0.3206363636363636,0.07142857142857142,0 680118,"Blanco, Dairon",R,L,29,76.56,10.133333333333333,0.40953333333333336,0.33793103448275863,0.4288666666666667,0.20689655172413793,0.13333333333333333 -680118,"Blanco, Dairon",R,R,58,83.21904761904761,2.0952380952380953,0.2080952380952381,0.3448275862068966,0.23071428571428573,0.13793103448275862,0.023809523809523808 +680118,"Blanco, Dairon",R,R,59,82.07906976744187,2.2790697674418605,0.21076744186046512,0.35423728813559324,0.2327674418604651,0.13559322033898305,0.023255813953488372 680574,"McLain, Matt",R,L,84,88.35254237288136,12.423728813559322,0.41076271186440677,0.4380952380952381,0.484728813559322,0.27380952380952384,0.11864406779661017 680574,"McLain, Matt",R,R,266,88.66582278481013,12.474683544303797,0.3507974683544304,0.36654135338345867,0.3910126582278481,0.16165413533834586,0.0759493670886076 680757,"Kwan, Steven",L,L,157,84.5503937007874,7.275590551181103,0.29455905511811026,0.3203821656050955,0.2928503937007874,0.07643312101910828,0.015748031496062992 @@ -1106,11 +1110,11 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 680777,"Jeffers, Ryan",R,L,72,90.1975,21.525,0.334325,0.34791666666666665,0.42617499999999997,0.18055555555555555,0.125 680777,"Jeffers, Ryan",R,R,162,87.55108695652174,11.967391304347826,0.3616304347826087,0.3888888888888889,0.4195217391304348,0.16666666666666666,0.07608695652173914 680779,"Davis, Henry",R,L,57,87.83157894736843,15.210526315789474,0.30655263157894735,0.3,0.33389473684210524,0.12280701754385964,0.07894736842105263 -680779,"Davis, Henry",R,R,133,88.71348314606742,10.089887640449438,0.3205955056179775,0.3150375939849624,0.3571123595505618,0.12030075187969924,0.056179775280898875 +680779,"Davis, Henry",R,R,137,89.07472527472527,10.131868131868131,0.3304065934065934,0.3175182481751825,0.36557142857142855,0.11678832116788321,0.054945054945054944 680814,"Burdick, Peyton",R,L,9,83.55,17.5,0.15425,0.29444444444444445,0.23424999999999999,0.1111111111111111,0 680814,"Burdick, Peyton",R,R,28,97.65454545454546,17.181818181818183,0.3790909090909091,0.2625,0.481,0.14285714285714285,0.09090909090909091 -680869,"Gelof, Zack",R,L,29,92.53157894736842,20.842105263157894,0.433,0.2482758620689655,0.48694736842105263,0.10344827586206896,0.10526315789473684 -680869,"Gelof, Zack",R,R,75,92.7531914893617,18,0.35895744680851066,0.476,0.47008510638297873,0.41333333333333333,0.19148936170212766 +680869,"Gelof, Zack",R,L,30,92.53157894736842,20.842105263157894,0.433,0.24,0.48694736842105263,0.1,0.10526315789473684 +680869,"Gelof, Zack",R,R,79,92.426,17.72,0.34228,0.46772151898734177,0.44626,0.4050632911392405,0.18 680911,"Miller, Owen",R,L,94,85.0927536231884,15.44927536231884,0.3486666666666667,0.30851063829787234,0.34253623188405796,0.06382978723404255,0.014492753623188406 680911,"Miller, Owen",R,R,214,86.81543209876543,11.67283950617284,0.28890123456790123,0.2932242990654206,0.3136111111111111,0.12149532710280374,0.043209876543209874 680977,"Donovan, Brendan",L,L,63,84.24222222222222,8.688888888888888,0.3730222222222222,0.28888888888888886,0.3781111111111111,0,0.044444444444444446 @@ -1140,23 +1144,23 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 682617,"Luciano, Marco",R,L,6,78.25,-7.75,0.46275,0.475,0.441,0.16666666666666666,0 682617,"Luciano, Marco",R,R,6,103.1,20,0.3855,0.15,0.4505,0,0 682626,"Alvarez, Francisco",R,L,98,91.571875,18.046875,0.2809375,0.25918367346938775,0.3380625,0.11224489795918367,0.140625 -682626,"Alvarez, Francisco",R,R,209,89.45985915492957,9.950704225352112,0.3120633802816901,0.369377990430622,0.40475352112676055,0.28708133971291866,0.1267605633802817 +682626,"Alvarez, Francisco",R,R,213,89.64305555555556,9.48611111111111,0.3095486111111111,0.3624413145539906,0.40077083333333335,0.28169014084507044,0.125 682641,"Matos, Luis",R,L,57,88.18666666666667,5.733333333333333,0.3161111111111111,0.3298245614035088,0.31837777777777776,0.017543859649122806,0 682641,"Matos, Luis",R,R,118,85.63870967741936,2.204301075268817,0.2894193548387097,0.2902542372881356,0.30035483870967744,0.09322033898305085,0.021505376344086023 682829,"De La Cruz, Elly",L,R,188,92.18407079646018,4.106194690265487,0.38448672566371683,0.36356382978723406,0.45001769911504425,0.22340425531914893,0.09734513274336283 682829,"De La Cruz, Elly",R,L,67,87.1421052631579,5.131578947368421,0.36173684210526313,0.2574626865671642,0.37142105263157893,0.08955223880597014,0.02631578947368421 -682848,"Rodríguez, Endy",L,R,58,90.23142857142857,19.942857142857143,0.34454285714285715,0.3543103448275862,0.44205714285714287,0.22413793103448276,0.14285714285714285 +682848,"Rodríguez, Endy",L,R,63,90.08461538461539,17.794871794871796,0.34664102564102567,0.3404761904761905,0.4330769230769231,0.20634920634920634,0.1282051282051282 682848,"Rodríguez, Endy",R,L,17,85.42222222222222,14.11111111111111,0.24644444444444444,0.2411764705882353,0.2458888888888889,0,0 682928,"Abrams, CJ",L,L,130,81.25662650602409,8.831325301204819,0.2866867469879518,0.27307692307692305,0.3095903614457831,0.11538461538461539,0.07228915662650602 682928,"Abrams, CJ",L,R,306,87.77574468085106,14.170212765957446,0.3167617021276596,0.34362745098039216,0.3539744680851064,0.1568627450980392,0.06808510638297872 682985,"Greene, Riley",L,L,83,90.584,0.02,0.36772,0.35120481927710845,0.40922000000000003,0.08433734939759036,0.08 682985,"Greene, Riley",L,R,264,92.38520710059171,8.757396449704142,0.43427218934911244,0.3861742424242424,0.5123254437869823,0.17803030303030304,0.11834319526627218 682998,"Carroll, Corbin",L,L,119,83.7127659574468,2.7263157894736842,0.28688297872340424,0.31554621848739495,0.30896808510638296,0.07563025210084033,0.0425531914893617 -682998,"Carroll, Corbin",L,R,343,90.34954954954955,13.5695067264574,0.3280990990990991,0.39708454810495625,0.3909279279279279,0.2594752186588921,0.09009009009009009 -683002,"Henderson, Gunnar",L,L,104,87.6983870967742,9.193548387096774,0.26361290322580644,0.2793269230769231,0.26779032258064517,0.0673076923076923,0.016129032258064516 -683002,"Henderson, Gunnar",L,R,319,93.71641791044776,11.238805970149254,0.36892039800995025,0.3578369905956113,0.45493532338308457,0.23824451410658307,0.12935323383084577 -683011,"Volpe, Anthony",R,L,102,88.26935483870967,12.758064516129032,0.3203548387096774,0.367156862745098,0.398,0.22549019607843138,0.11290322580645161 -683011,"Volpe, Anthony",R,R,335,88.59760765550239,13.54066985645933,0.33961722488038276,0.28373134328358207,0.3873827751196172,0.13134328358208955,0.07655502392344497 +682998,"Carroll, Corbin",L,R,347,90.33587443946189,13.330357142857142,0.3269865470852018,0.3945244956772334,0.3895381165919283,0.2564841498559078,0.08968609865470852 +683002,"Henderson, Gunnar",L,L,105,87.6983870967742,9.193548387096774,0.26361290322580644,0.27666666666666667,0.26779032258064517,0.06666666666666667,0.016129032258064516 +683002,"Henderson, Gunnar",L,R,322,93.72019704433498,11.280788177339902,0.36863546798029556,0.36118012422360246,0.4537832512315271,0.2391304347826087,0.12807881773399016 +683011,"Volpe, Anthony",R,L,104,87.571875,13.265625,0.31828125,0.3721153846153846,0.392796875,0.23076923076923078,0.109375 +683011,"Volpe, Anthony",R,R,337,88.59763033175355,13.407582938388625,0.33933649289099527,0.28679525222551927,0.38829383886255925,0.13649851632047477,0.08056872037914692 683021,"Stefanic, Michael",R,L,5,93.55,-4,0.42525,0.32,0.40475,0,0 683021,"Stefanic, Michael",R,R,20,84.57333333333334,21.466666666666665,0.2813333333333333,0.2575,0.28826666666666667,0.05,0 683146,"Baty, Brett",L,L,69,88.43488372093023,-3.7674418604651163,0.2833095238095238,0.22753623188405797,0.3310952380952381,0.10144927536231885,0.06976744186046512 @@ -1165,16 +1169,18 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 683734,"Vaughn, Andrew",R,R,349,90.2614406779661,12.35593220338983,0.3318898305084746,0.32879656160458454,0.37759322033898307,0.15472779369627507,0.08898305084745763 683737,"Busch, Michael",L,L,9,90.81428571428572,8.571428571428571,0.562,0.3388888888888889,0.7444285714285714,0.1111111111111111,0.2857142857142857 683737,"Busch, Michael",L,R,42,85.34545454545454,-9.227272727272727,0.20022727272727273,0.24523809523809523,0.20631818181818182,0.047619047619047616,0 +685133,"Meckler, Wade",L,L,1,NA,NA,NA,0,NA,0,NA +685133,"Meckler, Wade",L,R,3,74.6,-30,0.069,0.2333333333333333,0.067,0,0 686217,"Frelick, Sal",L,L,2,100.1,41,0.137,1.35,0.271,1.5,0 686217,"Frelick, Sal",L,R,80,85.7843137254902,13.333333333333334,0.25866666666666666,0.35375,0.2670196078431373,0.125,0.058823529411764705 686469,"Pasquantino, Vinnie",L,L,72,89.29245283018868,16.07547169811321,0.33532075471698114,0.31666666666666665,0.33216981132075474,0.09722222222222222,0 686469,"Pasquantino, Vinnie",L,R,186,88.98163265306123,17.324324324324323,0.32485714285714284,0.3362903225806452,0.3768095238095238,0.1989247311827957,0.08843537414965986 686527,"Canzone, Dominic",L,L,5,94.06666666666666,27.333333333333332,0.5263333333333333,0.39,0.7696666666666667,0.2,0.3333333333333333 -686527,"Canzone, Dominic",L,R,64,87.58125,13.0625,0.3049375,0.29140625,0.3544583333333333,0.140625,0.10416666666666667 +686527,"Canzone, Dominic",L,R,68,87.99215686274509,11.705882352941176,0.3190392156862745,0.2875,0.3640392156862745,0.1323529411764706,0.09803921568627451 686668,"Doyle, Brenton",R,L,97,82.276,13.4,0.27636,0.24793814432989691,0.31032,0.12371134020618557,0.04 -686668,"Doyle, Brenton",R,R,183,87.58207547169812,10.330188679245284,0.3149716981132075,0.27759562841530055,0.38487735849056603,0.1092896174863388,0.11320754716981132 +686668,"Doyle, Brenton",R,R,186,87.58207547169812,10.330188679245284,0.3149716981132075,0.2731182795698925,0.38487735849056603,0.10752688172043011,0.11320754716981132 686681,"Massey, Michael",L,L,65,86.4,19.085106382978722,0.29548936170212764,0.28846153846153844,0.3170425531914894,0.046153846153846156,0.06382978723404255 -686681,"Massey, Michael",L,R,251,89.29425287356322,18.362068965517242,0.3578965517241379,0.28884462151394424,0.4213045977011494,0.1593625498007968,0.08620689655172414 +686681,"Massey, Michael",L,R,256,89.1094972067039,18.07262569832402,0.36077653631284917,0.2912109375,0.42150837988826817,0.15625,0.08379888268156424 686759,"Hopkins, TJ",R,L,11,93.0111111111111,9.222222222222221,0.22744444444444445,0.16363636363636364,0.22133333333333333,0,0 686759,"Hopkins, TJ",R,R,16,82.37,-12.8,0.2366,0.2125,0.2188,0,0 686823,"Brennan, Will",L,L,64,82.60363636363637,9.89090909090909,0.22663636363636364,0.22109375,0.2162909090909091,0.046875,0 @@ -1190,15 +1196,15 @@ batter,player_name,stand,p_throws,events,avg_launch_speed,avg_launch_angle,xba,w 687462,"Horwitz, Spencer",L,L,2,44.6,-26,0.24,0.35,0.228,0,0 687462,"Horwitz, Spencer",L,R,8,90.925,6.75,0.32525,0.3125,0.32925,0,0 687799,"Marlowe, Cade",L,L,10,83.94285714285715,8.285714285714286,0.32785714285714285,0.34,0.3148571428571429,0.2,0 -687799,"Marlowe, Cade",L,R,45,86.57777777777778,20.25925925925926,0.338037037037037,0.41333333333333333,0.3752962962962963,0.17777777777777778,0.037037037037037035 +687799,"Marlowe, Cade",L,R,48,86.73571428571428,21.107142857142858,0.3264642857142857,0.40208333333333335,0.3626785714285714,0.16666666666666666,0.03571428571428571 687952,"Encarnacion-Strand, Christian",R,L,19,92.97857142857143,18.285714285714285,0.33535714285714285,0.24473684210526317,0.35514285714285715,0.05263157894736842,0 687952,"Encarnacion-Strand, Christian",R,R,72,90.10227272727273,21.545454545454547,0.4054090909090909,0.3215277777777778,0.46245454545454545,0.1388888888888889,0.06818181818181818 689172,"Wisely, Brett",L,L,25,73.62857142857143,1,0.28564285714285714,0.318,0.27921428571428575,0.08,0 689172,"Wisely, Brett",L,R,106,85.05294117647058,17.073529411764707,0.2652058823529412,0.2108490566037736,0.31275,0.08490566037735849,0.07352941176470588 691016,"Soderstrom, Tyler",L,L,12,95.38888888888889,0.3333333333333333,0.34,0.3125,0.33644444444444443,0.08333333333333333,0 -691016,"Soderstrom, Tyler",L,R,63,85.02285714285715,9.82857142857143,0.2884285714285714,0.20952380952380953,0.3178285714285714,0.047619047619047616,0.05714285714285714 -691023,"Walker, Jordan",R,L,68,90.2404255319149,9.595744680851064,0.2844042553191489,0.2536764705882353,0.3293617021276596,0.14705882352941177,0.0851063829787234 -691023,"Walker, Jordan",R,R,230,91.510828025477707,7.550632911392405,0.34461146496815287,0.34347826086956523,0.37310191082802546,0.13478260869565217,0.06369426751592357 +691016,"Soderstrom, Tyler",L,R,67,86.36410256410257,8.41025641025641,0.2877179487179487,0.19701492537313434,0.31233333333333335,0.04477611940298507,0.05128205128205128 +691023,"Walker, Jordan",R,L,71,90.226,10.54,0.28282,0.27816901408450706,0.32998,0.16901408450704225,0.08 +691023,"Walker, Jordan",R,R,231,91.510828025477707,7.550632911392405,0.34461146496815287,0.345021645021645,0.37310191082802546,0.1341991341991342,0.06369426751592357 693049,"Colás, Oscar",L,L,38,79.536,6.56,0.1918,0.1736842105263158,0.17896,0,0 693049,"Colás, Oscar",L,R,149,88.562,4.92,0.33834,0.27181208053691275,0.35617,0.087248322147651,0.06 693304,"Gonzales, Nick",R,L,37,83.835,8.1,0.2709,0.24594594594594593,0.30865000000000004,0.13513513513513514,0.05 diff --git a/splits_data/pitcher_splits_23.csv b/splits_data/pitcher_splits_23.csv index f1d2abc..9b6de5d 100644 --- a/splits_data/pitcher_splits_23.csv +++ b/splits_data/pitcher_splits_23.csv @@ -19,8 +19,8 @@ pitcher,p_throws,stand,events,avg_launch_speed,avg_launch_angle,xba,woba,xwoba,i 453178,R,R,30,91.22380952380952,17.714285714285715,0.2571904761904762,0.3466666666666667,0.2950952380952381,0.1,0.09523809523809523 453268,R,L,73,88.03888888888889,19.13888888888889,0.30733333333333335,0.3835616438356164,0.40091666666666664,0.1643835616438356,0.1388888888888889 453268,R,R,112,86.44923076923077,15.584615384615384,0.30633846153846156,0.26339285714285715,0.3496153846153846,0.07142857142857142,0.06153846153846154 -453286,R,L,253,87.93095238095238,18.952380952380953,0.2787797619047619,0.32272727272727275,0.3291845238095238,0.14624505928853754,0.07738095238095238 -453286,R,R,243,88.24064516129032,20.638709677419357,0.32198709677419357,0.3008230452674897,0.40310322580645164,0.205761316872428,0.10967741935483871 +453286,R,L,268,87.89828571428572,18.52,0.27896,0.3080223880597015,0.32776,0.13805970149253732,0.07428571428571429 +453286,R,R,249,87.95,20.069620253164558,0.3228354430379747,0.2963855421686747,0.4019113924050633,0.20080321285140562,0.10759493670886076 455119,R,L,66,79.348,5.16,0.37038,0.32651515151515154,0.39272,0.16666666666666666,0.04 455119,R,R,85,85.54603174603174,1.7142857142857142,0.284968253968254,0.20058823529411765,0.2834285714285714,0.011764705882352941,0 456501,R,L,57,89,20.682926829268293,0.29229268292682925,0.30350877192982456,0.3595121951219512,0.21052631578947367,0.0975609756097561 @@ -29,12 +29,12 @@ pitcher,p_throws,stand,events,avg_launch_speed,avg_launch_angle,xba,woba,xwoba,i 456713,R,R,23,90.4235294117647,11.411764705882353,0.41505882352941176,0.3826086956521739,0.5201764705882354,0.34782608695652173,0.17647058823529413 458681,R,L,290,88.63807106598985,16.03045685279188,0.36388324873096445,0.41413793103448276,0.44058375634517766,0.2482758620689655,0.116751269035533 458681,R,R,313,88.47989130434783,13.621621621621621,0.3431304347826087,0.31150159744408945,0.41223369565217394,0.16613418530351437,0.09239130434782608 -471911,R,L,167,90.99090909090908,7.446280991735537,0.3503305785123967,0.3661676646706587,0.39757851239669423,0.1377245508982036,0.08264462809917356 -471911,R,R,201,91.25838926174497,9.832214765100671,0.35773825503355705,0.395273631840796,0.4291543624161074,0.22388059701492538,0.12751677852348994 +471911,R,L,176,90.77338709677419,7.185483870967742,0.34761290322580646,0.3644886363636364,0.3934758064516129,0.13068181818181818,0.08064516129032258 +471911,R,R,209,91.51103896103896,9.681818181818182,0.36528571428571427,0.4007177033492823,0.4339025974025974,0.22488038277511962,0.12337662337662338 472551,L,L,6,97.04,17.8,0.589,0.48333333333333334,0.8334,0.5,0.4 472551,L,R,26,86.37727272727273,16.59090909090909,0.3215454545454545,0.49615384615384617,0.3452272727272727,0.19230769230769232,0.045454545454545456 -472610,R,L,80,86.16730769230769,5.096153846153846,0.3635769230769231,0.353125,0.34984615384615386,0.0125,0.019230769230769232 -472610,R,R,105,86.22615384615385,-0.23076923076923078,0.28664615384615383,0.33095238095238094,0.32792307692307693,0.1619047619047619,0.09230769230769231 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607179,R,R,83,92.3529411764706,18.529411764705884,0.3308627450980392,0.20120481927710843,0.42590196078431375,0.13253012048192772,0.1568627450980392 607188,R,L,5,95.3,15,0.857,0.45999999999999996,0.845,0,0 607188,R,R,9,93.71666666666667,34.5,0.20199999999999999,0.5333333333333333,0.2185,0.2222222222222222,0 -607192,R,L,145,91.9888888888889,4.560975609756097,0.3932716049382716,0.35482758620689653,0.47030864197530864,0.2206896551724138,0.16049382716049382 -607192,R,R,133,88.18311688311688,6.7272727272727275,0.3185064935064935,0.21203007518796993,0.41509090909090907,0.07518796992481203,0.14285714285714285 +607192,R,L,166,92.11630434782609,4.440860215053763,0.3835434782608696,0.33343373493975903,0.4579673913043478,0.1927710843373494,0.14130434782608695 +607192,R,R,135,88.41772151898734,6.367088607594937,0.31716455696202533,0.21555555555555556,0.4111139240506329,0.07407407407407407,0.13924050632911392 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