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- {
- "cells": [
- {
- "metadata": {
- "trusted": true,
- "collapsed": false
- },
- "cell_type": "code",
- "source": "gitinspector = \"\"\"Acanthostega 3 0.00\nAdam Ginsburg 3 0.00\nAdrian Price-Whelan 12 0.00\nAhmet Bakan 32 0.00\nAlan Du 6 0.00\nAlejandro Dubrovsky 4 0.00\nAlex Loew 4 0.00\nAlexander Taylor 50 4.00\nAlexei Colin 57 24.56\nAli Mehdi 8 0.00\nAlistair Muldal 114 6.14\nAllan Haldane 1 0.00\nAmit Aronovitch 27 3.70\nAmy 19 0.00\nAndrea Bedini 5 40.00\nAndreas Hilboll 3 0.00\nAndreas Wallner 20 5.00\nAndrew Dawson 480 9.79\nAndrew Merrill 3 0.00\nAndrew Straw 1957 14.82\nAndy Zhu 6 33.33\nAnton Akhmerov 1 0.00\nAntony Lee 79 5.06\nArie 2 0.00\nArpad Horvath 1 0.00\nAseem Bansal 5 0.00\nBen Cohen 47 8.51\nBen Gamari 144 15.97\nBen Keller 1 0.00\nBen Root 2627 13.17\nBenjamin Reedlunn 175 21.14\nBradley M. Froehle 76 13.16\nBrandon Liu 4 0.00\nBrett Graham 183 13.11\nBrian Mattern 104 19.23\nCJ Carey 102 13.73\nCameron Bates 63 34.92\nCameron Davidson-Pil 39 10.26\nCarl Michal 1 0.00\nCarwyn Pelley 7 14.29\nCasper van der Wel 6 0.00\nCharles Moad 392 9.44\nChris Beaumont 32 9.38\nChris G 10 30.00\nChristian Brueffer 8 0.00\nChristoph Dann 38 7.89\nChristoph Gohlke 514 5.25\nChristoph Hoffmann 1 0.00\nCimarron Mittelstead 1235 8.91\nCorey Farwell 1 0.00\nCraig M 27 0.00\nDamon McDougall 763 9.57\nDanhickstein 5 0.00\nDaniel Hyams 186 15.59\nDaniel O'Connor 11 0.00\nDara Adib 5 40.00\nDarren Dale 2473 7.52\nDavid 13 15.38\nDavid Anderson 2 0.00\nDavid Haberthür 80 1.25\nDavid Huard 290 14.83\nDavid Kaplan 913 19.17\nDavid Kua 53 0.00\nDavid Trémouilles 38 0.00\nDean Malmgren 1 0.00\nDmitry Lupyan 1 0.00\nDonaldSeo 12 0.00\nDuncan Macleod 32 12.50\nEdin Salkovic 478 0.84\nElias Pipping 6 0.00\nElliott Sales de And 2 0.00\nEmil Mikulic 1 0.00\nEric Dill 1 0.00\nEric Firing 11715 10.06\nEric O. LEBIGOT (EOL 1 0.00\nErik Bray 1 0.00\nErik M. Bray 1 0.00\nEugene Yurtsev 23 0.00\nEvan Davey 10 0.00\nEzra Peisach 10 10.00\nFabio Zanini 317 12.62\nFederico Ariza 2161 9.63\nFelipe 1 0.00\nFernando Perez 174 15.52\nFilipe 1 0.00\nFlorian Rhiem 12 16.67\nFrancesco Montesano 410 1.71\nFrancis Colas 88 6.82\nFrançois Magimel 24 29.17\nGeoffroy Billotey 3335 17.12\nGerald Storer 57 10.53\nGraham Poulter 2 0.00\nGregory Ashton 55 10.91\nGrégory Lielens 5 0.00\nGustavo Braganca 37 18.92\nHans Meine 1 0.00\nHans Moritz Günther 1 0.00\nHassan Kibirige 148 10.81\nHubert Holin 33 12.12\nIan Thomas 35796 32.70\nIgnas Anikevicius (g 1 0.00\nIoannis Filippidis 3 0.00\nJack (aka Daniel) Ke 45 11.11\nJae-Joon Lee 21225 8.68\nJaime Fernandez 40 22.50\nJake Vanderplas 111 8.11\nJames R. Evans 1543 23.59\nJamesMakela 10 50.00\nJan Schulz 60 11.67\nJan-Philip Gehrcke 7 0.00\nJason Grout 9 11.11\nJason Liw Yan Chong 18 5.56\nJason Miller 9 0.00\nJayP16 27 25.93\nJeff Whitaker 3584 11.55\nJens Hedegaard Niels 1971 10.81\nJim Radford 1 0.00\nJochen Voss 141 24.11\nJoe Kington 819 11.72\nJoel B. Mohler 60 5.00\nJohn Hunter 87906 12.28\nJonathan Waltman 11 0.00\nJorrit Wronski 9 11.11\nJouni K. Seppänen 3583 13.59\nJulian Taylor 31 6.45\nJulianCienfuegos 7 0.00\nJulien Schueller 1 0.00\nJulien-Charles Léves 2 0.00\nKen McIvor 72 23.61\nKevin Chan 270 7.78\nKevin Davies 658 17.48\nKevin Keating 73 16.44\nKimmo Palin 84 5.95\nKonrad Förstner 1 0.00\nKristen M. Thyng 329 11.55\nLarry Bradley 183 9.29\nLennart Fricke 225 6.67\nLeo Singer 70 22.86\nLevi Kilcher 76 11.84\nLoïc Séguin-C 4 0.00\nMagnus Nord 64 0.00\nMajid alDosari 1 0.00\nMaksym P 2 0.00\nManuel GOACOLOU 11 0.00\nManuel Metz 283 6.36\nMarcos Duarte 1 0.00\nMartin Dengler 23 0.00\nMartin Fitzpatrick 1396 10.46\nMartin Spacek 103 19.42\nMartin Thoma 4 0.00\nMasud Rahman 16 0.00\nMathieu Duponchelle 10 20.00\nMatt Giuca 303 14.19\nMatt Klein 4 0.00\nMatt Li 1 0.00\nMatt Newville 24 0.00\nMatt Shen 35 0.00\nMatt Terry 197 3.05\nMatthew Brett 511 36.20\nMatthew Emmett 78 10.26\nMatthias Bussonnier 58 15.52\nMatthieu Caneill 4 0.00\nMatěj Týč 85 11.76\nMaximilian Albert 125 16.80\nMellissa Cross 17 11.76\nMichael 13 0.00\nMichael Droettboom 74119 9.50\nMichael Welter 43 11.63\nMichiel de Hoon 95 3.16\nMichka Popoff 1 0.00\nMike Kaufman 24 0.00\nMikhail Korobov 2 0.00\nMinRK 26 26.92\nMinty Zhang 21 4.76\nMirandaXM 36 22.22\nMuhammad Mehdi 3 0.00\nNeil 24 4.17\nNeil Crighton 2 0.00\nNelle Varoquaux 7760 8.78\nNiall Robinson 3 0.00\nNic Eggert 186 11.29\nNicholas Devenish 2 0.00\nNick Semenkovich 2 0.00\nNicolas P. Rougier 87 20.69\nNikolay Vyahhi 1 100.00\nNorbert Nemec 479 6.05\nOceanWolf 184 7.61\nOliver Willekens 1 0.00\nPascal Bugnion 2 0.00\nPatrick Chen 15 6.67\nPaul Barret 91 0.00\nPaul Hobson 1258 4.53\nPaul Ivanov 492 9.96\nPauli Virtanen 11 18.18\nPer Parker 477 10.06\nPeter Iannucci 7 0.00\nPeter St. John 2 0.00\nPeter Würtz 1512 10.91\nPhil Elson 7167 12.77\nPierre Haessig 53 28.30\nPim Schellart 64 9.38\nPiti Ongmongkolkul 91 9.89\nPuneeth Chaganti 11 18.18\nReinier Heeres 1787 3.86\nRemi Rampin 1 0.00\nRichard Hattersley 15 13.33\nRicky 1 0.00\nRobert Johansson 768 6.77\nRobin Dunn 35 31.43\nRohan Walker 249 6.02\nRoland Wirth 11 0.00\nRutgerK 32 21.88\nRyan D'Souza 9 11.11\nRyan Dale 1 0.00\nRyan May 3526 14.41\nSameer D'Costa 142 4.93\nSandro Tosi 24 33.33\nScott Lasley 2 50.00\nScott Lawrence 3 33.33\nSebastian Pinnau 13 15.38\nSergey Kholodilov 7 0.00\nSergey Koposov 6 0.00\nSimon Gibbons 6 0.00\nSkipper Seabold 14 35.71\nSlav 26 19.23\nSpencer McIntyre 3 0.00\nStanley, Simon 1 0.00\nStefan Lehmann 3 0.00\nStefan van der Walt 16 25.00\nStephen Horst 1 0.00\nSterling Smith 8 12.50\nSteve Chaplin 1561 13.39\nSteven Silvester 714 7.28\nTakafumi Arakaki 28 14.29\nTamas Gal 2 0.00\nThomas A Caswell 4779 6.93\nThomas Hisch 821 8.65\nThomas Kluyver 4 0.00\nThomas Lake 2 0.00\nThomas Robitaille 249 6.43\nTill Stensitzki 244 9.84\nTimo Vanwynsberghe 25 0.00\nTobias Hoppe 9 11.11\nTobias Megies 442 9.73\nTodd Jennings 6064 2.14\nTodd Miller 169 12.43\nTomas Kazmar 21 0.00\nTony S Yu 2890 9.20\nTor Colvin 7 0.00\nTravis Oliphant 4 0.00\nTrevor Bekolay 176 0.00\nUlrich Dobramysl 27 18.52\nUmair Idris 144 6.94\nVadim Markovtsev 17 17.65\nViktor Kerkez 1 0.00\nVlad Seghete 5 0.00\nVíctor Terrón 13 0.00\nWerner F Bruhin 521 14.78\nWes Campaigne 203 10.34\nWieland Hoffmann 6 0.00\nWilliam Manley 3 0.00\nXiaowen Tang 13 0.00\nYann Tambouret 1 0.00\nYu Feng 1 0.00\nYuri D'Elia 10 10.00\nYuval Langer 97 8.25\nZach Pincus 6 0.00\nZair Mubashar 67 0.00\nalex 9 22.22\nanykraus 23 4.35\naszilagyi 5 0.00\nbblay 47 8.51\nbev-a-tron 1 0.00\nblackw1ng 20 40.00\nblah blah 25 24.00\nburrbull 1 0.00\nbutterw 25 4.00\ncaptainwhippet 2 0.00\nchebee7i 155 10.32\ndanielballan 3 0.00\ndavidovitch 2 0.00\ndaydreamt 1 0.00\ndonald 4 0.00\ne-q 3 0.00\nendolith 355 3.10\nfardal 3 0.00\nffteja 2 0.00\nfvgoto 1 0.00\ngitj 2 0.00\ngluap 1 0.00\ngoir 2 0.00\ngrdlok 38 10.53\nitziakos 184 2.17\njbbrokaw 37 13.51\nkcrisman 3 0.00\nkelsiegr 50 36.00\nkhyox 1 0.00\nkramer65 13 0.00\nkrischer 2 0.00\nkshramt 10 0.00\nleeonadoh 43 32.56\nlichri12 10 0.00\nlimtaesu 41 0.00\nmasamson 210 11.90\nmbyt 27 33.33\nmcelrath 3 0.00\nnickystringer 5 0.00\nnwin 8 0.00\npkienzle 320 21.25\nprofholzer 1 0.00\npupssman 5 0.00\nrahiel 1 100.00\nrasbt 75 28.00\nrhoef 180 6.67\nryanbelt 112 11.61\nsfroid 102 8.82\nsohero 12 0.00\nspiessbuerger 39 7.69\nstahlous 1 0.00\nswitham 91 2.20\nsyngron 5 0.00\ntorfbolt 2 0.00\nugurthemaster 9 22.22\nvagrant 2 0.00\nvbr 2 0.00\nxbtsw 91 17.58\"\"\"",
- "execution_count": 13,
- "outputs": []
- },
- {
- "metadata": {
- "trusted": true,
- "collapsed": true
- },
- "cell_type": "code",
- "source": "import numpy as np",
- "execution_count": 14,
- "outputs": []
- },
- {
- "metadata": {
- "trusted": true,
- "collapsed": false
- },
- "cell_type": "code",
- "source": "rows = [(int(row.split()[-2]), row.split()) for row in gitinspector.split('\\n')]",
- "execution_count": 23,
- "outputs": []
- },
- {
- "metadata": {
- "trusted": true,
- "collapsed": false
- },
- "cell_type": "code",
- "source": "sorted(rows)\n# output is (rows_contributed, [mangled name stuff, rows_contributed, % of contribution in comments])",
- "execution_count": 25,
- "outputs": [
- {
- "output_type": "execute_result",
- "data": {
- "text/plain": "[(1, ['Allan', 'Haldane', '1', '0.00']),\n (1, ['Anton', 'Akhmerov', '1', '0.00']),\n (1, ['Arpad', 'Horvath', '1', '0.00']),\n (1, ['Ben', 'Keller', '1', '0.00']),\n (1, ['Carl', 'Michal', '1', '0.00']),\n (1, ['Christoph', 'Hoffmann', '1', '0.00']),\n (1, ['Corey', 'Farwell', '1', '0.00']),\n (1, ['Dean', 'Malmgren', '1', '0.00']),\n (1, ['Dmitry', 'Lupyan', '1', '0.00']),\n (1, ['Emil', 'Mikulic', '1', '0.00']),\n (1, ['Eric', 'Dill', '1', '0.00']),\n (1, ['Eric', 'O.', 'LEBIGOT', '(EOL', '1', '0.00']),\n (1, ['Erik', 'Bray', '1', '0.00']),\n (1, ['Erik', 'M.', 'Bray', '1', '0.00']),\n (1, ['Felipe', '1', '0.00']),\n (1, ['Filipe', '1', '0.00']),\n (1, ['Hans', 'Meine', '1', '0.00']),\n (1, ['Hans', 'Moritz', 'Günther', '1', '0.00']),\n (1, ['Ignas', 'Anikevicius', '(g', '1', '0.00']),\n (1, ['Jim', 'Radford', '1', '0.00']),\n (1, ['Julien', 'Schueller', '1', '0.00']),\n (1, ['Konrad', 'Förstner', '1', '0.00']),\n (1, ['Majid', 'alDosari', '1', '0.00']),\n (1, ['Marcos', 'Duarte', '1', '0.00']),\n (1, ['Matt', 'Li', '1', '0.00']),\n (1, ['Michka', 'Popoff', '1', '0.00']),\n (1, ['Nikolay', 'Vyahhi', '1', '100.00']),\n (1, ['Oliver', 'Willekens', '1', '0.00']),\n (1, ['Remi', 'Rampin', '1', '0.00']),\n (1, ['Ricky', '1', '0.00']),\n (1, ['Ryan', 'Dale', '1', '0.00']),\n (1, ['Stanley,', 'Simon', '1', '0.00']),\n (1, ['Stephen', 'Horst', '1', '0.00']),\n (1, ['Viktor', 'Kerkez', '1', '0.00']),\n (1, ['Yann', 'Tambouret', '1', '0.00']),\n (1, ['Yu', 'Feng', '1', '0.00']),\n (1, ['bev-a-tron', '1', '0.00']),\n (1, ['burrbull', '1', '0.00']),\n (1, ['daydreamt', '1', '0.00']),\n (1, ['fvgoto', '1', '0.00']),\n (1, ['gluap', '1', '0.00']),\n (1, ['khyox', '1', '0.00']),\n (1, ['profholzer', '1', '0.00']),\n (1, ['rahiel', '1', '100.00']),\n (1, ['stahlous', '1', '0.00']),\n (2, ['Arie', '2', '0.00']),\n (2, ['David', 'Anderson', '2', '0.00']),\n (2, ['Elliott', 'Sales', 'de', 'And', '2', '0.00']),\n (2, ['Graham', 'Poulter', '2', '0.00']),\n (2, ['Julien-Charles', 'Léves', '2', '0.00']),\n (2, ['Maksym', 'P', '2', '0.00']),\n (2, ['Mikhail', 'Korobov', '2', '0.00']),\n (2, ['Neil', 'Crighton', '2', '0.00']),\n (2, ['Nicholas', 'Devenish', '2', '0.00']),\n (2, ['Nick', 'Semenkovich', '2', '0.00']),\n (2, ['Pascal', 'Bugnion', '2', '0.00']),\n (2, ['Peter', 'St.', 'John', '2', '0.00']),\n (2, ['Scott', 'Lasley', '2', '50.00']),\n (2, ['Tamas', 'Gal', '2', '0.00']),\n (2, ['Thomas', 'Lake', '2', '0.00']),\n (2, ['captainwhippet', '2', '0.00']),\n (2, ['davidovitch', '2', '0.00']),\n (2, ['ffteja', '2', '0.00']),\n (2, ['gitj', '2', '0.00']),\n (2, ['goir', '2', '0.00']),\n (2, ['krischer', '2', '0.00']),\n (2, ['torfbolt', '2', '0.00']),\n (2, ['vagrant', '2', '0.00']),\n (2, ['vbr', '2', '0.00']),\n (3, ['Acanthostega', '3', '0.00']),\n (3, ['Adam', 'Ginsburg', '3', '0.00']),\n (3, ['Andreas', 'Hilboll', '3', '0.00']),\n (3, ['Andrew', 'Merrill', '3', '0.00']),\n (3, ['Ioannis', 'Filippidis', '3', '0.00']),\n (3, ['Muhammad', 'Mehdi', '3', '0.00']),\n (3, ['Niall', 'Robinson', '3', '0.00']),\n (3, ['Scott', 'Lawrence', '3', '33.33']),\n (3, ['Spencer', 'McIntyre', '3', '0.00']),\n (3, ['Stefan', 'Lehmann', '3', '0.00']),\n (3, ['William', 'Manley', '3', '0.00']),\n (3, ['danielballan', '3', '0.00']),\n (3, ['e-q', '3', '0.00']),\n (3, ['fardal', '3', '0.00']),\n (3, ['kcrisman', '3', '0.00']),\n (3, ['mcelrath', '3', '0.00']),\n (4, ['Alejandro', 'Dubrovsky', '4', '0.00']),\n (4, ['Alex', 'Loew', '4', '0.00']),\n (4, ['Brandon', 'Liu', '4', '0.00']),\n (4, ['Loïc', 'Séguin-C', '4', '0.00']),\n (4, ['Martin', 'Thoma', '4', '0.00']),\n (4, ['Matt', 'Klein', '4', '0.00']),\n (4, ['Matthieu', 'Caneill', '4', '0.00']),\n (4, ['Thomas', 'Kluyver', '4', '0.00']),\n (4, ['Travis', 'Oliphant', '4', '0.00']),\n (4, ['donald', '4', '0.00']),\n (5, ['Andrea', 'Bedini', '5', '40.00']),\n (5, ['Aseem', 'Bansal', '5', '0.00']),\n (5, ['Danhickstein', '5', '0.00']),\n (5, ['Dara', 'Adib', '5', '40.00']),\n (5, ['Grégory', 'Lielens', '5', '0.00']),\n (5, ['Vlad', 'Seghete', '5', '0.00']),\n (5, ['aszilagyi', '5', '0.00']),\n (5, ['nickystringer', '5', '0.00']),\n (5, ['pupssman', '5', '0.00']),\n (5, ['syngron', '5', '0.00']),\n (6, ['Alan', 'Du', '6', '0.00']),\n (6, ['Andy', 'Zhu', '6', '33.33']),\n (6, ['Casper', 'van', 'der', 'Wel', '6', '0.00']),\n (6, ['Elias', 'Pipping', '6', '0.00']),\n (6, ['Sergey', 'Koposov', '6', '0.00']),\n (6, ['Simon', 'Gibbons', '6', '0.00']),\n (6, ['Wieland', 'Hoffmann', '6', '0.00']),\n (6, ['Zach', 'Pincus', '6', '0.00']),\n (7, ['Carwyn', 'Pelley', '7', '14.29']),\n (7, ['Jan-Philip', 'Gehrcke', '7', '0.00']),\n (7, ['JulianCienfuegos', '7', '0.00']),\n (7, ['Peter', 'Iannucci', '7', '0.00']),\n (7, ['Sergey', 'Kholodilov', '7', '0.00']),\n (7, ['Tor', 'Colvin', '7', '0.00']),\n (8, ['Ali', 'Mehdi', '8', '0.00']),\n (8, ['Christian', 'Brueffer', '8', '0.00']),\n (8, ['Sterling', 'Smith', '8', '12.50']),\n (8, ['nwin', '8', '0.00']),\n (9, ['Jason', 'Grout', '9', '11.11']),\n (9, ['Jason', 'Miller', '9', '0.00']),\n (9, ['Jorrit', 'Wronski', '9', '11.11']),\n (9, ['Ryan', \"D'Souza\", '9', '11.11']),\n (9, ['Tobias', 'Hoppe', '9', '11.11']),\n (9, ['alex', '9', '22.22']),\n (9, ['ugurthemaster', '9', '22.22']),\n (10, ['Chris', 'G', '10', '30.00']),\n (10, ['Evan', 'Davey', '10', '0.00']),\n (10, ['Ezra', 'Peisach', '10', '10.00']),\n (10, ['JamesMakela', '10', '50.00']),\n (10, ['Mathieu', 'Duponchelle', '10', '20.00']),\n (10, ['Yuri', \"D'Elia\", '10', '10.00']),\n (10, ['kshramt', '10', '0.00']),\n (10, ['lichri12', '10', '0.00']),\n (11, ['Daniel', \"O'Connor\", '11', '0.00']),\n (11, ['Jonathan', 'Waltman', '11', '0.00']),\n (11, ['Manuel', 'GOACOLOU', '11', '0.00']),\n (11, ['Pauli', 'Virtanen', '11', '18.18']),\n (11, ['Puneeth', 'Chaganti', '11', '18.18']),\n (11, ['Roland', 'Wirth', '11', '0.00']),\n (12, ['Adrian', 'Price-Whelan', '12', '0.00']),\n (12, ['DonaldSeo', '12', '0.00']),\n (12, ['Florian', 'Rhiem', '12', '16.67']),\n (12, ['sohero', '12', '0.00']),\n (13, ['David', '13', '15.38']),\n (13, ['Michael', '13', '0.00']),\n (13, ['Sebastian', 'Pinnau', '13', '15.38']),\n (13, ['Víctor', 'Terrón', '13', '0.00']),\n (13, ['Xiaowen', 'Tang', '13', '0.00']),\n (13, ['kramer65', '13', '0.00']),\n (14, ['Skipper', 'Seabold', '14', '35.71']),\n (15, ['Patrick', 'Chen', '15', '6.67']),\n (15, ['Richard', 'Hattersley', '15', '13.33']),\n (16, ['Masud', 'Rahman', '16', '0.00']),\n (16, ['Stefan', 'van', 'der', 'Walt', '16', '25.00']),\n (17, ['Mellissa', 'Cross', '17', '11.76']),\n (17, ['Vadim', 'Markovtsev', '17', '17.65']),\n (18, ['Jason', 'Liw', 'Yan', 'Chong', '18', '5.56']),\n (19, ['Amy', '19', '0.00']),\n (20, ['Andreas', 'Wallner', '20', '5.00']),\n (20, ['blackw1ng', '20', '40.00']),\n (21, ['Minty', 'Zhang', '21', '4.76']),\n (21, ['Tomas', 'Kazmar', '21', '0.00']),\n (23, ['Eugene', 'Yurtsev', '23', '0.00']),\n (23, ['Martin', 'Dengler', '23', '0.00']),\n (23, ['anykraus', '23', '4.35']),\n (24, ['François', 'Magimel', '24', '29.17']),\n (24, ['Matt', 'Newville', '24', '0.00']),\n (24, ['Mike', 'Kaufman', '24', '0.00']),\n (24, ['Neil', '24', '4.17']),\n (24, ['Sandro', 'Tosi', '24', '33.33']),\n (25, ['Timo', 'Vanwynsberghe', '25', '0.00']),\n (25, ['blah', 'blah', '25', '24.00']),\n (25, ['butterw', '25', '4.00']),\n (26, ['MinRK', '26', '26.92']),\n (26, ['Slav', '26', '19.23']),\n (27, ['Amit', 'Aronovitch', '27', '3.70']),\n (27, ['Craig', 'M', '27', '0.00']),\n (27, ['JayP16', '27', '25.93']),\n (27, ['Ulrich', 'Dobramysl', '27', '18.52']),\n (27, ['mbyt', '27', '33.33']),\n (28, ['Takafumi', 'Arakaki', '28', '14.29']),\n (31, ['Julian', 'Taylor', '31', '6.45']),\n (32, ['Ahmet', 'Bakan', '32', '0.00']),\n (32, ['Chris', 'Beaumont', '32', '9.38']),\n (32, ['Duncan', 'Macleod', '32', '12.50']),\n (32, ['RutgerK', '32', '21.88']),\n (33, ['Hubert', 'Holin', '33', '12.12']),\n (35, ['Matt', 'Shen', '35', '0.00']),\n (35, ['Robin', 'Dunn', '35', '31.43']),\n (36, 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