diff --git a/election/github_emails.py b/election/github_emails.py
old mode 100644
new mode 100755
index 396739d3c..e277cda94
--- a/election/github_emails.py
+++ b/election/github_emails.py
@@ -1,4 +1,4 @@
-#!/user/bin/env python3
+#!/usr/bin/env python3
 
 """get_emails.py queries GitHub for the email addresses to use for usernames.
 
diff --git a/election/github_emails_2.py b/election/github_emails_2.py
new file mode 100755
index 000000000..709f8d44a
--- /dev/null
+++ b/election/github_emails_2.py
@@ -0,0 +1,51 @@
+#!/usr/bin/env python3
+
+"""get_emails_2.py Extracts github IDs from a CSV and matches them
+to emails through a JSON map.
+
+The CVS input file can be obtained from devstats. Clink on the link:
+https://tekton.devstats.cd.foundation/d/9/developer-activity-counts-by-repository-group-table?inspect=1&inspectTab=data&viewPanel=1&orgId=1&var-period_name=Last%20year&var-metric=contributions&var-repogroup_name=All&var-country_name=All
+and use the download CSV button to download the CSV file.
+
+The script takes the JSON map from https://github.com/cncf/devstats/blob/master/github_users.json,
+which is one of the input files used by the CDF for devstats.
+
+The output will be a mapping of the GitHub username to the all email addresses
+contained in commits associated with this user in a csv file.
+
+Usage:
+  python3 github_emails_2.py --file users.csv
+"""
+import argparse
+import csv
+import requests
+from typing import List, Dict
+
+import pandas as pd
+
+EMAIL_MAP = "https://github.com/cncf/devstats/raw/master/github_users.json"
+
+if __name__ == '__main__':
+  arg_parser = argparse.ArgumentParser(
+      description="Try to find email addresses for GitHub usernames")
+  arg_parser.add_argument("--file", type=str, required=True,
+                          help="A file containing the GitHub usernames to query, separated by a newline")
+  arg_parser.add_argument("--csv", type=str, required=False,
+                          help="csv file to write with results")
+  args = arg_parser.parse_args()
+
+  csvfile = args.csv or "found_emails.csv"
+  missingfile = "missing_emails.csv"
+
+  # load data
+  users = pd.read_csv(args.file)
+  emailmap = pd.read_json(EMAIL_MAP)
+  emailmap = emailmap[~emailmap['email'].str.endswith('users.noreply.github.com')]
+
+  # filter eligible users
+  eligible = users[users['value'] >= 15]
+  found = pd.merge(eligible, emailmap, left_on='name', right_on='login', how='left', indicator=True).query('_merge == "both"').drop(columns='_merge')
+  found['email'] = found['email'].str.replace('!', '@')
+  missing = pd.merge(eligible, emailmap, left_on='name', right_on='login', how='left', indicator=True).query('_merge == "left_only"').drop(columns='_merge')
+  found.to_csv(csvfile, columns=['name_x', 'email'], header=False, index=False)
+  missing.to_csv(missingfile, columns=['name_x'], header=False, index=False)
diff --git a/election/users2021.csv b/election/users2021.csv
new file mode 100644
index 000000000..fb1d8c807
--- /dev/null
+++ b/election/users2021.csv
@@ -0,0 +1,747 @@
+"Rank","name","value"
+1,vdemeester,3837
+2,bobcatfish,2484
+3,afrittoli,2426
+4,sbwsg,2200
+5,AlanGreene,2138
+6,dibyom,2077
+7,pritidesai,1371
+8,danielhelfand,1216
+9,eddycharly,1174
+10,chmouel,979
+11,wlynch,945
+12,ImJasonH,860
+13,a-roberts,830
+14,vinamra28,775
+15,piyush-garg,757
+16,savitaashture,672
+17,dlorenc,591
+18,mattmoor,530
+19,SM43,515
+20,sthaha,490
+21,PuneetPunamiya,488
+22,popcor255,474
+23,jerop,470
+24,jlpettersson,442
+25,nikhil-thomas,362
+26,gabemontero,292
+27,yuege01,291
+28,vincent-pli,280
+29,Divyansh42,254
+30,sergetron,224
+31,khrm,213
+32,pradeepitm12,201
+33,waveywaves,200
+34,GregDritschler,182
+35,barthy1,175
+36,skaegi,175
+37,bigkevmcd,175
+38,Megan-Wright,159
+39,pratap0007,155
+40,XinruZhang,150
+41,pierretasci,139
+42,CarolynMabbott,136
+43,ncskier,128
+44,anshulvermapatel,122
+45,othomann,107
+46,NikeNano,94
+47,jjasghar,94
+48,bitsofinfo,90
+49,yaoxiaoqi,87
+50,MarcelMue,82
+51,coryrc,78
+52,YolandaDu1997,75
+53,VeereshAradhya,75
+54,NavidZ,74
+55,itewk,71
+56,steveodonovan,69
+57,zhangtbj,69
+58,pratikjagrut,69
+59,chhsia0,68
+60,psschwei,63
+61,rudeigerc,62
+62,chanseokoh,61
+63,JustinKuli,60
+64,Peaorl,58
+65,ywluogg,57
+66,2020testuser,57
+67,xiujuan95,56
+68,adshmh,56
+69,FogDong,54
+70,jace-ys,54
+71,n3wscott,53
+72,spikeburton,53
+73,iancoffey,52
+74,jmcshane,48
+75,jinchihe,43
+76,Fabian-K,43
+77,praveen4g0,42
+78,GwonsooLee,40
+79,withlin,39
+80,kameshsampath,39
+81,jbarrick-mesosphere,39
+82,kobaji,38
+83,chetan-rns,38
+84,wumaxd,38
+85,tragiclifestories,38
+86,R2wenD2,38
+87,dprotaso,37
+88,jromero,36
+89,natalieparellano,36
+90,houshengbo,35
+91,mnuttall,34
+92,ckadner,34
+93,r0bj,33
+94,Tomcli,33
+95,anneqm,33
+96,Yannig,33
+97,NissesSenap,32
+98,abayer,32
+99,mrutkows,31
+100,qu1queee,30
+101,dbazhal,30
+102,gpaul,30
+103,siamaksade,29
+104,kimsterv,27
+105,ad22,27
+106,16yuki0702,27
+107,hrishin,27
+108,akihikokuroda,27
+109,dghubble,27
+110,grebit,27
+111,bahetiamit,27
+112,dfreilich,27
+113,jonjohnsonjr,25
+114,ppitonak,25
+115,dorismeixing,25
+116,shahnewazrifat,25
+117,nishpa214,24
+118,gyliu513,22
+119,bibi520,22
+120,tomgeorge,22
+121,GijsvanDulmen,22
+122,ziheng,22
+123,souleb,22
+124,06kellyjac,21
+125,animeshsingh,21
+126,rnapoles-tktn,21
+127,thomaschandler,20
+128,navidshaikh,19
+129,bioball,19
+130,dibbles,19
+131,maneeshmehra,19
+132,disposab1e,19
+133,abudavis,19
+134,khalkie,18
+135,lukehinds,18
+136,llhhbc,18
+137,spomorski,17
+138,raballew,17
+139,fhopfensperger,17
+140,joellord,17
+141,renhao-0518,17
+142,mpeters,17
+143,2pai,17
+144,ljupchokotev,17
+145,skk2142,16
+146,ibotty,16
+147,chengjingtao,16
+148,a-rothwell,16
+149,didier-durand,16
+150,zeromsi,15
+151,bkmeneguello,15
+152,stevesoaress,15
+153,httpsOmkar,15
+154,holly-cummins,14
+155,DanielMSchmidt,14
+156,rhuss,14
+157,theofpa,14
+158,booninite,14
+159,sravankumar777,14
+160,eddie4941,14
+161,Hokwang,13
+162,JCzz,13
+163,font,13
+164,jacobhjkim,13
+165,qiuxin,13
+166,cameronbraid,13
+167,csantanapr,13
+168,namloc2001,13
+169,soulseen,13
+170,davissp14,13
+171,loafyloaf,13
+172,ibexmonj,13
+173,devholic,12
+174,rakhbari,12
+175,dmitry-mightydevops,12
+176,riceluxs1t,12
+177,freefood89,12
+178,timmyers,12
+179,gitupxm163,12
+180,vtereso,11
+181,zhouhaibing089,11
+182,andrewballantyne,11
+183,holoGDM,11
+184,loosebazooka,11
+185,delpic,11
+186,LiYa-Xu,11
+187,jpds,10
+188,zzguang520,10
+189,shibumi,10
+190,yamaken1343,10
+191,TristonianJones,10
+192,ysaakpr,10
+193,harshad16,10
+194,tnixa,10
+195,addozhang,10
+196,yuwenma,10
+197,dalefwillis,10
+198,lstocchi,10
+199,SaschaSchwarze0,10
+200,shuheiktgw,10
+201,AverageMarcus,10
+202,aleixripoll,10
+203,soharaki,10
+204,fiunchinho,10
+205,gsaslis,9
+206,stevemar,9
+207,juanri0s,9
+208,rinckm,9
+209,jpower432,9
+210,sbose78,9
+211,jlewi,9
+212,vvvsrx,9
+213,jtestard,9
+214,Mage-Sky,9
+215,nkakkar81,9
+216,michaelsauter,9
+217,gejunqiang,9
+218,donhui,8
+219,andsens,8
+220,lqy1992,8
+221,kobayashi,8
+222,MartinForReal,8
+223,supershll,8
+224,k,8
+225,cccfeng,8
+226,kadern0,8
+227,ttretau,8
+228,eqqe,8
+229,shinji62,8
+230,rannox,8
+231,Martsings,8
+232,gsmlg,8
+233,Bl4d3s,8
+234,haidouks,8
+235,bharathvenkatrajan,8
+236,rawlingsj,7
+237,chlunde,7
+238,JPEWdev,7
+239,gosharplite,7
+240,digimonster,7
+241,HeavyWombat,7
+242,hectotruj,7
+243,ghfalcon7,7
+244,LOZORD,7
+245,rlandesman,7
+246,jeffmaury,7
+247,msmagnanijr,7
+248,wwu-cx,7
+249,rvadim,7
+250,fgiloux,7
+251,alan-ghelardi,7
+252,jieyu,7
+253,lmserrano,7
+254,JimmyMa,7
+255,IamGabrielWu,7
+256,brindasanth,7
+257,paolocarta,7
+258,vikas027,7
+259,ekarlso,7
+260,poy,7
+261,mgencur,6
+262,ekupershlak,6
+263,fabioluciano,6
+264,mhaddon,6
+265,phantooom,6
+266,linzhaoming,6
+267,rvandegrift,6
+268,veggiemonk,6
+269,aii-ssvinoth22,6
+270,jsimao71,6
+271,tom24d,6
+272,du2016,6
+273,itscatherinelam,6
+274,ishani2412,6
+275,Shahard2,6
+276,rupalibehera,6
+277,MohamedTalhaoui,6
+278,abhinavkhanna-sf,6
+279,aadeshpa,6
+280,howardjohn,6
+281,chandanikumari,6
+282,nmousouros,5
+283,sunnoy,5
+284,zhujian7,5
+285,johnlongo,5
+286,zops,5
+287,arunavemulapalli,5
+288,salaboy,5
+289,lawrencejones,5
+290,fraenkel,5
+291,TomaszKlosinski,5
+292,zxDiscovery,5
+293,gokula-krishna-dev,5
+294,hprateek43,5
+295,mfuxi,5
+296,tom20180101,5
+297,firmsoil,5
+298,snehlatamohite,5
+299,aelbarkani,5
+300,LinuxSuRen,5
+301,daviddyball,5
+302,jhonmike,5
+303,anderoo,5
+304,test2016new,5
+305,HefeiJoe,5
+306,oiricaud,5
+307,mogsie,5
+308,ssvinoth22,5
+309,pciazynski,5
+310,IdanAdar,5
+311,jotacamou,5
+312,c5haw,5
+313,zgfh,5
+314,sadoMasupilami,5
+315,dleurs,5
+316,gattytto,5
+317,yaelharel,5
+318,guyhoskinsibm,5
+319,hamelsmu,4
+320,mmpei,4
+321,gnunn1,4
+322,christopherfrieler,4
+323,patsevanton,4
+324,donglinjy,4
+325,linkdd,4
+326,Mohjive,4
+327,drewbutlerbb4,4
+328,benjaminhuo,4
+329,skelterjohn,4
+330,micxer,4
+331,DenisPalnitsky,4
+332,Huweicai,4
+333,win5do,4
+334,Conky5,4
+335,afflom,4
+336,nsoubelet,4
+337,koceg,4
+338,ricardochimal,4
+339,jkhelil,4
+340,wajid-poernomo,4
+341,kramvan1,4
+342,laik,4
+343,nickgerace,4
+344,pgrimaud,4
+345,adux6991,4
+346,ameyer-pivotal,4
+347,akram,4
+348,quintesse,4
+349,96RadhikaJadhav,4
+350,StevenACoffman,4
+351,storyicon,4
+352,karthikjeeyar,4
+353,zjgoodman,4
+354,afbot,4
+355,benhxy,4
+356,StrongMonkey,4
+357,idrissneumann,4
+358,ryanewk,4
+359,fenglixa,4
+360,AlexReiff,4
+361,assertion,4
+362,mpetason,4
+363,joachimprinzbach,4
+364,orefalo,3
+365,dankraemer,3
+366,soumochak83,3
+367,MarcusNoble,3
+368,adrianRiobo,3
+369,avinashsingh6,3
+370,mishima-haruka,3
+371,bbhuston,3
+372,vidheer,3
+373,shashipratap,3
+374,so0k,3
+375,Vilsol,3
+376,MovaUA,3
+377,Bobgy,3
+378,mbwhite,3
+379,wouter2397,3
+380,kyledwilson,3
+381,gorkem,3
+382,ewolak-sq,3
+383,ekcasey,3
+384,mustafaakin,3
+385,rjackowens,3
+386,willzhang,3
+387,andrey-carerix,3
+388,weinix,3
+389,dewan-ahmed,3
+390,leiyanggz,3
+391,vigneshashokan,3
+392,izhukov,3
+393,mtamboli,3
+394,moficodes,3
+395,jcmcken,3
+396,hanczaryk,3
+397,wingyplus,3
+398,impl,3
+399,supra08,3
+400,phonique,3
+401,ghglza,3
+402,inaxium,3
+403,dullest,3
+404,dansiviter,3
+405,ratripathi,3
+406,serg-bs,3
+407,shimmerjs,3
+408,ahpook,3
+409,AvinashSingh299,3
+410,sickyoon,3
+411,jorgemoralespou,3
+412,scniro,3
+413,johnnnliu,3
+414,masanetes,3
+415,dcherman,3
+416,zhangyunlin,3
+417,Chimney42,3
+418,maxres-fr,3
+419,dacleyra,3
+420,galetis,3
+421,ebaek,3
+422,jrcast,3
+423,cqbqdd11519,3
+424,ddy4633,3
+425,BostjanBozic,3
+426,myoss,3
+427,michaelawyu,3
+428,c1505,3
+429,amoravek,2
+430,schue,2
+431,bgottfried91,2
+432,marouim,2
+433,drgomesp,2
+434,tstromberg,2
+435,rdelpret,2
+436,whizzosoftware,2
+437,benke33,2
+438,drsm79,2
+439,dumez-k,2
+440,msjostrom,2
+441,shuawest,2
+442,dinagraves,2
+443,hnts,2
+444,jtama-op,2
+445,Thearas,2
+446,lwasyl,2
+447,anxinyf,2
+448,ixdy,2
+449,boxboatmatt,2
+450,garethjevans,2
+451,Dileep1314,2
+452,coyote240,2
+453,rionam,2
+454,lijie512917227,2
+455,tibcoplord,2
+456,tedhtchang,2
+457,josephlewis42,2
+458,dianqihanwangzi,2
+459,caniszczyk,2
+460,paulczar,2
+461,arve0,2
+462,yjp211,2
+463,darabi,2
+464,frostmourner,2
+465,Alan-Cha,2
+466,andydude,2
+467,Letty5411,2
+468,ErmakovDmitriy,2
+469,prantaa,2
+470,ianpartridge,2
+471,lrokman,2
+472,AhmaudArbery,2
+473,verokarhu,2
+474,necccc,2
+475,clux,2
+476,takoh-yuuichiro,2
+477,stainboy,2
+478,tony612,2
+479,knative-automation,2
+480,vyom-soft,2
+481,mattysweeps,2
+482,ghatwala,2
+483,rokrokss,2
+484,pollard93,2
+485,markito,2
+486,cten,2
+487,HerrmannHinz,2
+488,phylee,2
+489,JohanWork,2
+490,rlangfordBV,2
+491,BenTheElder,2
+492,masonse,2
+493,tomhau01,2
+494,olegchorny,2
+495,onesolpark,2
+496,soukron,2
+497,kevinyu98,2
+498,markusthoemmes,2
+499,xishengcai,2
+500,kav,2
+501,onthedock,2
+502,TakiTake,2
+503,hellerbarde,2
+504,cocktailer,2
+505,Miguel-Otero-IBM,2
+506,tstmrk,2
+507,joshsleeper,2
+508,bartkalanski,2
+509,cameronbalahan,2
+510,danlopez00,2
+511,ciriarte,2
+512,cyberbliss,2
+513,remoe,2
+514,ngrkajac,2
+515,lukehb,2
+516,SantiagoTorres,2
+517,PoliM,2
+518,mike1451,2
+519,RafaeLeal,2
+520,husnurrsyafni,2
+521,paulsteele,2
+522,inductor,2
+523,rbaumgar,2
+524,estei,2
+525,lkrzyzanek,2
+526,ducksecops,2
+527,sudhirverma,2
+528,adambkaplan,2
+529,mancubus77,2
+530,stobias123,2
+531,jstrachan,2
+532,sladyn98,2
+533,retgits,2
+534,cgruver,2
+535,thinkerou,2
+536,andreasevers,2
+537,master221,2
+538,madbence,2
+539,TheYkk,2
+540,chechiachang,2
+541,tianon,1
+542,devwander,1
+543,ngtuna,1
+544,tracymiranda,1
+545,yashvardhan-kukreja,1
+546,ctron,1
+547,jordanbailes,1
+548,denkensk,1
+549,takirala,1
+550,giriatblockchange,1
+551,AnyISalIn,1
+552,flaviodsr,1
+553,abdennour,1
+554,amansatija,1
+555,aliei,1
+556,djfinnoy,1
+557,fbongiovanni29,1
+558,garyyang85,1
+559,elixirl1l,1
+560,dictyo,1
+561,calvinpark,1
+562,jceresini,1
+563,karangarg218,1
+564,evyros,1
+565,marcosflobo,1
+566,zapman449,1
+567,kadirselcuk,1
+568,dustym,1
+569,seansund,1
+570,lucperkins,1
+571,naiduasn,1
+572,rucciva,1
+573,yuzliu,1
+574,billinra,1
+575,mayank-sfdc,1
+576,sebgoa,1
+577,larrycai,1
+578,carltonmason,1
+579,nalind,1
+580,yudatou123,1
+581,boweeb,1
+582,moustafab,1
+583,terrytangyuan,1
+584,vmendis-stash,1
+585,faust64,1
+586,manishtomar,1
+587,Shivkumar13,1
+588,viniagostini,1
+589,dekkagaijin,1
+590,resamaraschi,1
+591,ZhuangYuZY,1
+592,mlbiam,1
+593,wstrange,1
+594,davidkarlsen,1
+595,Theresa29,1
+596,posinaga-demo,1
+597,mhubig,1
+598,rhd-gitops-functional,1
+599,GabrielLasso,1
+600,kitty-catt,1
+601,steren,1
+602,malacourse,1
+603,mgreau,1
+604,leo1515416043,1
+605,justinbarrick,1
+606,rivlinp,1
+607,marcusmaday,1
+608,lcc3108,1
+609,Mel-Github,1
+610,tam512,1
+611,hb-chen,1
+612,nastacio,1
+613,tariq1890,1
+614,zhanghetong,1
+615,Tomy2e,1
+616,MarckK,1
+617,ipedrazas,1
+618,t-persson,1
+619,shiyu-dong,1
+620,isaaguilar,1
+621,stepanselyuk,1
+622,kenplusplus,1
+623,concaf,1
+624,xpepermint,1
+625,srethira,1
+626,caliahub,1
+627,florath,1
+628,ycyxuehan,1
+629,robermar23,1
+630,erinz,1
+631,RafalMaleska,1
+632,EliZucker,1
+633,shunsubramanian,1
+634,tylerauerbeck,1
+635,raffaelespazzoli,1
+636,dinup24,1
+637,cezarguimaraes,1
+638,codeshaw,1
+639,gswallow,1
+640,vaikas,1
+641,cs-tsui,1
+642,stuarthu,1
+643,acim,1
+644,carlos-logro,1
+645,vivi2050,1
+646,Tallisado,1
+647,AshCripps,1
+648,tjwallace,1
+649,andradedpg,1
+650,tmshn,1
+651,maneilldev,1
+652,rektide,1
+653,andreyvelich,1
+654,scott-kawaguchi,1
+655,moto-timo,1
+656,lippertmarkus,1
+657,briandealwis,1
+658,anshulpatel25,1
+659,bconey,1
+660,antonioberben,1
+661,kh-sonrai,1
+662,amlozano,1
+663,c6h3un,1
+664,javajon,1
+665,MartinKanters,1
+666,nak3,1
+667,kpiwko,1
+668,mdolinin,1
+669,almottier,1
+670,LinuxArchitects,1
+671,avloss,1
+672,yselkowitz,1
+673,zeusro,1
+674,ankitm123,1
+675,watanabeyk,1
+676,apasrini,1
+677,pc-tradelab,1
+678,T0MASD,1
+679,jverce,1
+680,atmosx,1
+681,joe-sonrichard,1
+682,CoderPoet,1
+683,patcito,1
+684,JoaoVitoGomes,1
+685,Vstural,1
+686,csgitharness,1
+687,felixtran39,1
+688,sevikarakose,1
+689,fishingfly,1
+690,sdaschner,1
+691,lee-zhg,1
+692,JBodkin-LH,1
+693,Danny02,1
+694,achedeuzot,1
+695,scboffspring,1
+696,andrewmelis,1
+697,1026908346,1
+698,goern,1
+699,euprogramador,1
+700,soondo21,1
+701,ketank-new,1
+702,alexashley,1
+703,deepio-oc,1
+704,leptonyu,1
+705,7AC,1
+706,gaoyajun01,1
+707,evankanderson,1
+708,hyunuck,1
+709,ymatsush,1
+710,docularxu,1
+711,fx2y,1
+712,tonysmithio,1
+713,dudicoco,1
+714,kostyaplis,1
+715,LWZ55,1
+716,nwang92,1
+717,cjwagner,1
+718,kasuboski,1
+719,MLBMatt,1
+720,sayom88,1
+721,kutsal,1
+722,hrvolapeter,1
+723,wwitteriii,1
+724,KeisukeYamashita,1
+725,eigood,1
+726,medkbadri,1
+727,vathsalashetty25,1
+728,plumpy,1
+729,vinayvinay,1
+730,raffamendes,1
+731,kylewolfe,1
+732,chasewalden,1
+733,bcollard,1
+734,guitcastro,1
+735,prachirp,1
+736,andrewrynhard,1
+737,JianleiZhang,1
+738,fabianmet,1
+739,jmlrt,1
+740,khilman,1
+741,adjavaherian,1
+742,tegioz,1
+743,Avni-Sharma,1
+744,desourav,1
+745,nalinigokulpure,1
+