id,candidate_given_name,candidate_family_name,candidate_is_sitting_mp,candidate_is_former_mp,is_standing_as_commons_speaker,is_standing_as_independent,is_notional,result_position,is_winning_candidacy,vote_count,vote_share,vote_change,candidate_gender_id,election_id,member_id,democracy_club_person_identifier 13,Victor,Babu,0,0,0,0,0,5,0,1391,0.046139,-0.146946,1,2,, 21,Tyrinne,Rutherford,0,0,0,0,0,5,0,206,0.004689,,1,3,, 23,Dan,Yeats,0,0,0,0,0,5,0,964,0.019855,0.010258,1,4,, 32,John,Love,0,0,0,0,0,5,0,678,0.01531,-0.065529,1,5,, 36,Carl,Hewitt,0,0,0,0,0,5,0,2025,0.04384,,1,6,, 41,Martyn,Curzey,0,0,0,0,0,5,0,826,0.020913,-0.001011,1,7,, 47,Nick,Robertson-Brown,0,0,0,0,0,5,0,1983,0.039254,,1,8,, 58,John,Devine,0,0,0,0,0,5,0,1087,0.023777,,1,10,, 65,Sanjay,Samani,0,0,0,0,0,5,0,1216,0.027335,-0.08041,1,11,, 70,Mohammed,Shultan,0,0,0,0,0,5,0,718,0.026754,-0.113824,1,12,, 85,Mike,Buchanan,0,0,0,0,0,5,0,153,0.003227,,1,15,, 100,David,Lyons,0,0,0,0,0,5,0,2135,0.038525,,1,18,, 106,Richard,Brodie,0,0,0,0,0,5,0,855,0.016376,-0.076535,1,19,, 110,Ian,Middleton,0,0,0,0,0,5,0,2686,0.046304,0.029252,1,20,, 122,Peter,Wilcock,0,0,0,0,0,5,0,562,0.013057,-0.068962,1,22,, 129,David,Ridgway,0,0,0,0,0,5,0,770,0.021061,-0.151745,1,23,, 139,Tony,Devoy,0,0,0,0,0,5,0,647,0.016798,,1,24,, 141,Robert,O'Hara,0,0,0,0,0,5,0,1061,0.024518,0.012506,1,25,, 151,Omar,Selim,0,0,0,1,0,5,0,392,0.007386,,1,27,, 156,Kris,Wragg,0,0,0,0,0,5,0,1006,0.02041,,1,28,, 166,Julian,Deverell,0,0,0,0,0,5,0,2922,0.06195,0.043049,1,29,, 168,Ian,Bullock,0,0,0,0,0,5,0,1232,0.024406,0.012569,1,30,, 178,Christopher,Howe,0,0,0,0,0,5,0,1586,0.031079,0.020729,1,31,, 180,Dave,Hampton,0,0,0,0,0,5,0,2231,0.041965,0.027334,1,32,, 190,Ben,Foley,0,0,0,0,0,5,0,1412,0.030638,0.021925,1,34,, 199,Niall,Ó Donnghaile,0,0,0,0,0,5,0,823,0.02074,-0.00295,1,35,, 215,Rodney,McCune,0,0,0,0,0,5,0,3549,0.0911,,1,37,, 224,Bill,Manwaring,0,0,0,0,0,5,0,1088,0.030796,,1,38,, 227,William,Lavin,0,0,0,0,0,5,0,2023,0.03934,0.023259,1,39,, 240,Peter,Neilson,0,0,0,0,0,5,0,1316,0.023911,0.011771,1,40,, 259,Richard,Howarth,0,0,0,0,0,5,0,1802,0.034208,0.021313,1,43,, 265,Jonathan,Kent,0,0,0,0,0,5,0,2807,0.050835,,1,44,, 278,Allan,Brame,0,0,0,0,0,5,0,1396,0.035663,-0.149882,1,46,, 285,Lee,Dargue,0,0,0,0,0,5,0,1184,0.028673,-0.124968,1,47,, 288,Joe,Belcher,0,0,0,0,0,5,0,948,0.027332,,1,48,, 298,Rashpal,Mondair,0,0,0,0,0,5,0,2131,0.045296,0.0258,1,49,, 301,Christopher,Nash,0,0,0,0,0,5,0,835,0.020347,,1,50,, 308,Shazad,Iqbal,0,0,0,0,0,5,0,1374,0.038256,-0.236491,1,51,, 317,James,Lovatt,0,0,0,0,0,5,0,1330,0.032235,,1,53,, 328,Grant,Bishop,0,0,0,0,0,5,0,698,0.016962,,1,55,, 336,Thom,Robinson,0,0,0,0,0,5,0,1545,0.039224,,1,56,, 347,Richard,Gadsden,0,0,0,0,0,5,0,874,0.02355,-0.118568,1,58,, 350,John,Warnock,0,0,0,0,0,5,0,889,0.022567,,1,59,, 360,Bill,Greene,0,0,0,0,0,5,0,743,0.022907,-0.121501,1,60,, 363,Mark,Pond,0,0,0,0,0,5,0,738,0.023293,,1,61,, 369,Paul,McNally,0,0,0,0,0,5,0,1648,0.036674,,1,62,, 379,Simon,McDougall,0,0,0,0,0,5,0,1942,0.041217,,1,64,, 395,Darren,Reynolds,0,0,0,0,0,5,0,1072,0.026311,-0.132486,1,67,, 398,Andy,Smith,0,0,0,1,0,5,0,321,0.006606,,1,68,, 406,David,Newman,0,0,0,0,0,5,0,978,0.02166,-0.129635,1,69,, 424,Alasdair,Keddie,0,0,0,0,0,5,0,3263,0.072791,,1,72,, 435,Derek,Florey,0,0,0,0,0,5,0,2202,0.04148,0.025733,1,74,, 441,David,Stevens,0,0,0,0,0,5,0,871,0.021036,,1,75,, 448,Andrew,Tear,0,0,0,0,0,5,0,1094,0.029096,-0.15377,1,76,, 455,Alun,Griffiths,0,0,0,0,0,5,0,1173,0.029114,-0.087507,1,77,, 460,Paul,Jeater,0,0,0,0,0,5,0,1564,0.031104,0.016511,1,78,, 469,Freddy,Greaves,0,0,0,0,0,5,0,1767,0.044093,0.018633,1,79,, 478,Stephen,Priestley,0,0,0,0,0,5,0,1850,0.039335,,1,80,, 480,Scott,Bartle,0,0,0,0,0,5,0,1539,0.029463,0.0156,1,81,, 486,Daniel,Goldsmith,0,0,0,0,0,5,0,2120,0.036963,0.022325,1,82,, 492,Reza,Hossain,0,0,0,0,0,5,0,1397,0.026919,0.015375,1,83,, 522,Paul,Chandler,0,0,0,0,0,5,0,1365,0.030128,-0.149968,1,87,, 529,Chris,Bowers,0,0,0,0,0,5,0,1525,0.027892,-0.110222,1,88,, 535,Abdul,Malik,0,0,0,0,0,5,0,2689,0.058187,-0.18601,1,89,, 539,Justin,Quinnell,0,0,0,0,0,5,0,2952,0.056983,0.046831,1,90,, 547,Mark,Wright,0,0,0,0,0,5,0,4416,0.086857,-0.199766,1,91,, 556,Paul,Turner,0,0,0,0,0,5,0,1940,0.03021,0.018375,1,92,, 558,Andrew,Boswell,0,0,0,0,0,5,0,2252,0.042419,0.028143,1,93,, 568,Spoz,Esposito,0,0,0,0,0,5,0,1729,0.033094,,1,95,, 573,Russell,Secker,0,0,0,0,0,5,0,1216,0.026421,,1,96,, 578,David,Kirwan,0,0,0,0,0,5,0,1544,0.028892,0.02087,1,97,, 587,Mike,Hargreaves,0,0,0,0,0,5,0,850,0.021386,,1,99,, 599,Richard,Baum,0,0,0,0,0,5,0,932,0.020606,-0.14943,1,101,, 603,Glyn,Heath,0,0,0,0,0,5,0,1434,0.030372,0.020158,1,102,, 610,David,Chappell,0,0,0,0,0,5,0,3581,0.060346,-0.203951,1,103,, 640,David,Kurten,0,0,0,0,0,5,0,2413,0.046799,,1,107,, 643,Geoff,Garbett,0,0,0,0,0,5,0,2608,0.056859,0.043186,1,108,, 653,Patrick,O'Flynn,0,0,0,0,0,5,0,2668,0.051532,0.027694,1,109,, 655,Paul,Woodhead,0,0,0,0,0,5,0,906,0.019236,,1,110,, 660,Stuart,Jeffery,0,0,0,0,0,5,0,3746,0.070065,0.046959,1,111,, 666,Christopher,von Ruhland,0,0,0,0,0,5,0,2461,0.063681,0.047775,1,112,, 684,Nigel,Howells,0,0,0,0,0,5,0,2318,0.049671,-0.172894,1,114,, 691,Cadan,ap Tomos,0,0,0,0,0,5,0,2069,0.047246,-0.128202,1,115,, 702,Ben,Rice,0,0,0,0,0,5,0,1091,0.027691,,1,117,, 708,Gary,Tapley,0,0,0,0,0,5,0,1290,0.03197,,1,118,, 715,Ross,Hemingway,0,0,0,0,0,5,0,1492,0.031336,0.023605,1,119,, 731,Andy,Williamson,0,0,0,0,0,5,0,4866,0.08937,0.069991,1,122,, 738,Rhodri,Griffiths,0,0,0,0,0,5,0,2664,0.049252,0.022071,1,123,, 744,Huw,Thomas,0,0,0,0,0,5,0,3615,0.096616,0.038851,1,124,, 755,Luke,Balnave,0,0,0,0,0,5,0,1101,0.025561,0.016522,1,126,, 762,Matthew,Torbitt,0,0,0,1,0,5,0,390,0.007345,,1,127,, 774,Guy,Rubin,0,0,0,0,0,5,0,1474,0.036643,0.019807,1,129,, 779,Adam,Van Coevorden,0,0,0,0,0,5,0,2689,0.050042,,1,130,, 790,Matthew,Genn,0,0,0,0,0,5,0,1352,0.029671,0.016581,1,132,, 797,Jasper,Richmond,0,0,0,0,0,5,0,3742,0.065489,,1,133,, 821,Alistair,Straw,0,0,0,0,0,5,0,1111,0.021484,,1,137,, 838,Robert,Stephenson,0,0,0,0,0,5,0,1894,0.052342,0.034363,1,139,, 844,Jonathan,Elmer,0,0,0,0,0,5,0,2687,0.058836,,1,141,, 853,David,Grace,0,0,0,0,0,5,0,812,0.018368,-0.11096,1,142,, 864,Bruce,Roberts,0,0,0,0,0,5,0,1349,0.038473,-0.133524,1,144,,