block by johnburnmurdoch 9ec853213db77ac50719

Share of minutes played broken down by nationality, across Premier League clubs

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clubs_.csv

"","group","total","share","clubName","barTops","barBases"
"1","England",14921,0.656474107967794,"afc-bournemouth",0.656474107967794,0
"2","Rest of UK",1896,0.0834176602578204,"afc-bournemouth",0.739891768225615,0.656474107967794
"3","Ireland",1591,0.0699986801003124,"afc-bournemouth",0.809890448325927,0.739891768225615
"4","non-EU",1035,0.045536539223019,"afc-bournemouth",0.855426987548946,0.809890448325927
"5","Other EU",3286,0.144573012451054,"afc-bournemouth",1,0.855426987548946
"6","England",2489,0.10993816254417,"arsenal-fc",0.10993816254417,0
"7","Rest of UK",1678,0.0741166077738516,"arsenal-fc",0.184054770318021,0.10993816254417
"8","non-EU",2611,0.115326855123675,"arsenal-fc",0.299381625441696,0.184054770318021
"9","Other EU",15862,0.700618374558304,"arsenal-fc",1,0.299381625441696
"10","England",7418,0.325836774136871,"aston-villa",0.325836774136871,0
"11","Rest of UK",1430,0.0628129667047351,"aston-villa",0.388649740841606,0.325836774136871
"12","Ireland",810,0.035579372748836,"aston-villa",0.424229113590442,0.388649740841606
"13","non-EU",2777,0.121980145831503,"aston-villa",0.546209259421945,0.424229113590442
"14","Other EU",10331,0.453790740578055,"aston-villa",1,0.546209259421945
"15","England",3277,0.144718247659424,"chelsea-fc",0.144718247659424,0
"16","non-EU",6959,0.307322027910263,"chelsea-fc",0.452040275569687,0.144718247659424
"17","Other EU",12408,0.547959724430313,"chelsea-fc",1,0.452040275569687
"18","England",11458,0.504446596812539,"crystal-palace",0.504446596812539,0
"19","Rest of UK",3969,0.174738047019459,"crystal-palace",0.679184643831998,0.504446596812539
"20","Ireland",1530,0.0673593378533063,"crystal-palace",0.746543981685304,0.679184643831998
"21","non-EU",2751,0.121114731002906,"crystal-palace",0.86765871268821,0.746543981685304
"22","Other EU",3006,0.13234128731179,"crystal-palace",1,0.86765871268821
"23","England",10626,0.466687162369889,"everton-fc",0.466687162369889,0
"24","Rest of UK",450,0.0197637138214239,"everton-fc",0.486450876191313,0.466687162369889
"25","Ireland",2835,0.12451139707497,"everton-fc",0.610962273266283,0.486450876191313
"26","non-EU",2909,0.127761430014493,"everton-fc",0.738723703280777,0.610962273266283
"27","Other EU",5949,0.261276296719224,"everton-fc",1,0.738723703280777
"28","England",9305,0.408795360688867,"leicester-city",0.408795360688867,0
"29","Rest of UK",734,0.0322467270011423,"leicester-city",0.44104208769001,0.408795360688867
"30","non-EU",1285,0.0564537386872858,"leicester-city",0.497495826377296,0.44104208769001
"31","Other EU",11438,0.502504173622704,"leicester-city",1,0.497495826377296
"32","England",7581,0.333538651062519,"liverpool-fc",0.333538651062519,0
"33","Rest of UK",125,0.00549958203176559,"liverpool-fc",0.339038233094285,0.333538651062519
"34","non-EU",2840,0.124950503761714,"liverpool-fc",0.463988736855999,0.339038233094285
"35","Other EU",12183,0.536011263144001,"liverpool-fc",1,0.463988736855999
"36","England",3819,0.167897652334476,"manchester-city",0.167897652334476,0
"37","non-EU",7581,0.333289369559483,"manchester-city",0.501187021893959,0.167897652334476
"38","Other EU",11346,0.498812978106041,"manchester-city",1,0.501187021893959
"39","England",7457,0.327621809235095,"manchester-united",0.327621809235095,0
"40","Rest of UK",309,0.0135758534335047,"manchester-united",0.3411976626686,0.327621809235095
"41","non-EU",919,0.0403760818944686,"manchester-united",0.381573744563068,0.3411976626686
"42","Other EU",14076,0.618426255436932,"manchester-united",1,0.381573744563068
"43","England",2238,0.0990396955348055,"newcastle-united",0.0990396955348055,0
"44","Rest of UK",1190,0.0526618577687304,"newcastle-united",0.151701553303536,0.0990396955348055
"45","Ireland",1260,0.0557596141080674,"newcastle-united",0.207461167411603,0.151701553303536
"46","non-EU",4088,0.180908970217285,"newcastle-united",0.388370137628889,0.207461167411603
"47","Other EU",13821,0.611629862371111,"newcastle-united",1,0.388370137628889
"48","England",9625,0.425076182484653,"norwich-city",0.425076182484653,0
"49","Rest of UK",3507,0.154882303581681,"norwich-city",0.579958486066334,0.425076182484653
"50","Ireland",3387,0.149582652475379,"norwich-city",0.729541138541713,0.579958486066334
"51","non-EU",2563,0.11319171487877,"norwich-city",0.842732853420483,0.729541138541713
"52","Other EU",3561,0.157267146579517,"norwich-city",1,0.842732853420483
"53","England",4184,0.184041523708982,"southampton-fc",0.184041523708982,0
"54","Rest of UK",1690,0.0743379959531979,"southampton-fc",0.25837951966218,0.184041523708982
"55","Ireland",1019,0.0448227324711885,"southampton-fc",0.303202252133369,0.25837951966218
"56","non-EU",5710,0.25116565496613,"southampton-fc",0.554367907099499,0.303202252133369
"57","Other EU",10131,0.445632092900501,"southampton-fc",1,0.554367907099499
"58","England",5166,0.22864477294857,"stoke-city",0.22864477294857,0
"59","Rest of UK",939,0.0415597061166681,"stoke-city",0.270204479065239,0.22864477294857
"60","Ireland",3529,0.156191909356466,"stoke-city",0.426396388421705,0.270204479065239
"61","non-EU",3414,0.151102062494468,"stoke-city",0.577498450916172,0.426396388421705
"62","Other EU",9546,0.422501549083828,"stoke-city",1,0.577498450916172
"63","England",7936,0.349388042616888,"sunderland-afc",0.349388042616888,0
"64","Rest of UK",1049,0.0461829708549793,"sunderland-afc",0.395571013471868,0.349388042616888
"65","Ireland",1461,0.0643215637932553,"sunderland-afc",0.459892577265123,0.395571013471868
"66","Other EU",12268,0.540107422734877,"sunderland-afc",1,0.459892577265123
"67","England",5812,0.255888698102408,"swansea-city",0.255888698102408,0
"68","Rest of UK",4140,0.182274468366134,"swansea-city",0.438163166468542,0.255888698102408
"69","non-EU",4278,0.188350283978338,"swansea-city",0.626513450446881,0.438163166468542
"70","Other EU",8483,0.373486549553119,"swansea-city",1,0.626513450446881
"71","England",9655,0.424022837066315,"tottenham-hotspur",0.424022837066315,0
"72","Rest of UK",998,0.0438296003513395,"tottenham-hotspur",0.467852437417655,0.424022837066315
"73","non-EU",752,0.0330259112867809,"tottenham-hotspur",0.500878348704436,0.467852437417655
"74","Other EU",11365,0.499121651295564,"tottenham-hotspur",1,0.500878348704436
"75","England",3726,0.164054244452272,"watford-fc",0.164054244452272,0
"76","Rest of UK",3300,0.145297640014089,"watford-fc",0.309351884466361,0.164054244452272
"77","non-EU",7612,0.335153222965833,"watford-fc",0.644505107432194,0.309351884466361
"78","Other EU",8074,0.355494892567806,"watford-fc",1,0.644505107432194
"79","England",5354,0.235786321398688,"west-bromwich-albion",0.235786321398688,0
"80","Rest of UK",10730,0.472541507024266,"west-bromwich-albion",0.708327828422953,0.235786321398688
"81","Ireland",1512,0.0665873959571938,"west-bromwich-albion",0.774915224380147,0.708327828422953
"82","non-EU",2408,0.106046593561457,"west-bromwich-albion",0.880961817941604,0.774915224380147
"83","Other EU",2703,0.119038182058396,"west-bromwich-albion",1,0.880961817941604
"84","England",9229,0.405973694628953,"west-ham-united",0.405973694628953,0
"85","Rest of UK",1013,0.0445607706857872,"west-ham-united",0.450534465314741,0.405973694628953
"86","Ireland",270,0.0118770069942375,"west-ham-united",0.462411472308978,0.450534465314741
"87","non-EU",1439,0.0633000483878063,"west-ham-united",0.525711520696784,0.462411472308978
"88","Other EU",10782,0.474288479303216,"west-ham-united",1,0.525711520696784