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
20,Kirsty,Blackman,0,0,0,0,0,1,1,24793,0.564298,0.34189,2,3,3,
40,Wendy,Morton,0,0,0,0,0,1,1,20558,0.520495,-0.072583,2,7,10,
86,Gloria,De Piero,1,1,0,0,0,1,1,19448,0.410217,0.073281,2,15,19,
96,Angela,Rayner,0,0,0,0,0,1,1,19366,0.49761,0.013535,2,17,21,
107,Corri,Wilson,0,0,0,0,0,1,1,25492,0.488268,0.307936,2,19,24,
109,Victoria,Prentis,0,0,0,0,0,1,1,30749,0.530082,0.001944,2,20,25,
118,Eilidh,Whiteford,1,1,0,0,0,1,1,27487,0.602402,0.189882,2,21,26,
121,Margaret,Hodge,1,1,0,0,0,1,1,24826,0.576799,0.03365,2,22,27,
150,Maria,Miller,1,1,0,0,0,1,1,25769,0.485511,-0.019681,2,27,33,
169,Jo,Cox,0,0,0,0,0,1,1,21826,0.432378,0.010436,2,30,36,
174,Jane,Ellison,1,1,0,0,0,1,1,26730,0.523799,0.0503,2,31,37,
241,Anne-Marie,Trevelyan,0,0,0,0,0,1,1,16603,0.410732,0.0435,2,41,52,
251,Rushanara,Ali,1,1,0,0,0,1,1,32387,0.611953,0.182525,2,42,53,
284,Gisela,Stuart,1,1,0,0,0,1,1,18518,0.448454,0.042065,2,47,58,
307,Shabana,Mahmood,1,1,0,0,0,1,1,26444,0.736274,0.179524,2,51,63,
329,Jess,Phillips,0,0,0,0,0,1,1,17129,0.416247,0.094093,2,55,68,
337,Helen,Goodman,1,1,0,0,0,1,1,16307,0.413999,0.024486,2,56,70,
341,Kate,Hollern,0,0,0,0,0,1,1,24762,0.562786,0.084731,2,57,71,
394,Yasmin,Qureshi,1,1,0,0,0,1,1,20555,0.504504,0.030259,2,67,84,
447,Judith,Cummins,0,0,0,0,0,1,1,16328,0.434255,0.021517,2,76,95,
454,Naz,Shah,0,0,0,0,0,1,1,19977,0.49583,0.042336,2,77,96,
475,Dawn,Butler,0,1,0,0,0,1,1,29216,0.621194,0.209019,2,80,101,
487,Ruth,Cadbury,0,0,0,0,0,1,1,25096,0.437556,0.101575,2,82,104,
499,Madeleine,Moon,1,1,0,0,0,1,1,14624,0.370669,0.007381,2,84,106,
526,Caroline,Lucas,1,1,0,0,0,1,1,22871,0.418301,0.105031,2,88,110,
534,Kerry,McCarthy,1,1,0,0,0,1,1,18148,0.392703,0.026819,2,89,112,
538,Charlotte,Leslie,1,1,0,0,0,1,1,22767,0.439475,0.059727,2,90,113,
546,Karin,Smyth,0,0,0,0,0,1,1,19505,0.38364,-0.000841,2,91,115,
553,Thangam,Debbonaire,0,0,0,0,0,1,1,22900,0.356598,0.081479,2,92,116,
577,Anna,Soubry,1,1,0,0,0,1,1,24163,0.452152,0.061745,2,97,122,
588,Julie,Cooper,0,0,0,0,0,1,1,14951,0.376164,0.062769,2,99,125,
607,Jo,Churchill,0,0,0,0,0,1,1,31815,0.536139,0.061003,2,103,131,
635,Harriet,Harman,1,1,0,0,0,1,1,32614,0.632532,0.040599,2,107,137,
654,Amanda,Milling,0,0,0,0,0,1,1,20811,0.441857,0.040816,2,110,142,
668,Jo,Stevens,0,0,0,0,0,1,1,15462,0.400093,0.112411,2,112,144,
720,Rebecca,Harris,1,1,0,0,0,1,1,23112,0.508515,0.068636,2,120,154,
729,Philippa,Whitford,0,0,0,0,0,1,1,26999,0.531749,0.34129,2,121,156,
754,Tracey,Crouch,1,1,0,0,0,1,1,21614,0.501799,0.040001,2,126,161,
760,Mary,Robinson,0,0,0,0,0,1,1,22889,0.431095,0.022712,2,127,162,
784,Cheryl,Gillan,1,1,0,0,0,1,1,31138,0.590518,-0.013136,2,131,168,
809,Michelle,Donelan,0,0,0,0,0,1,1,26354,0.475644,0.065221,2,135,173,
814,Theresa,Villiers,1,1,0,0,0,1,1,25759,0.4859,-0.002165,2,136,175,
847,Roberta,Blackman-Woods,1,1,0,0,0,1,1,21596,0.472881,0.029743,2,141,181,
863,Susan Elan,Jones,1,1,0,0,0,1,1,13051,0.372205,-0.011607,2,144,185,
892,Fiona,Bruce,1,1,0,0,0,1,1,27164,0.532878,0.075021,2,149,192,
910,Colleen,Fletcher,0,0,0,0,0,1,1,22025,0.521536,0.028624,2,152,196,
964,Ann,Clwyd,1,1,0,0,0,1,1,14532,0.476897,-0.047973,2,161,208,
979,Jenny,Chapman,1,1,0,0,0,1,1,17637,0.428696,0.03493,2,163,211,
1006,Amanda,Solloway,0,0,0,0,0,1,1,16402,0.366566,0.049729,2,168,216,
1014,Margaret,Beckett,1,1,0,0,0,1,1,20007,0.490127,0.056724,2,169,218,
1024,Claire,Perry,1,1,0,0,0,1,1,28295,0.577378,0.026688,2,171,220,
1032,Paula,Sherriff,0,0,0,0,0,1,1,22406,0.417789,0.096133,2,172,222,
1038,Caroline,Flint,1,1,0,0,0,1,1,19621,0.461823,0.082458,2,173,223,
1044,Rosie,Winterton,1,1,0,0,0,1,1,19840,0.490846,0.093936,2,174,224,
1077,Helen,Hayes,0,0,0,0,0,1,1,27772,0.540711,0.07485,2,179,230,
1115,Liz,Saville-Roberts,0,0,0,0,0,1,1,11811,0.408501,-0.034798,2,185,238,
1121,Rupa,Huq,0,0,0,0,0,1,1,22002,0.43231,0.13087,2,186,240,
1180,Lisa,Cameron,0,0,0,0,0,1,1,33678,0.556303,0.325902,2,195,251,
1199,Kirsten,Oswald,0,0,0,0,0,1,1,23013,0.405658,0.317051,2,198,256,
1219,Caroline,Ansell,0,0,0,0,0,1,1,20934,0.395675,-0.011488,2,202,260,
1226,Mims,Davies,0,0,0,0,0,1,1,23464,0.422737,0.02941,2,203,262,
1233,Antoinette,Sandbach,0,0,0,0,0,1,1,24167,0.510369,-0.006476,2,204,264,
1250,Deidre,Brock,0,0,0,0,0,1,1,23742,0.409288,0.312828,2,206,268,
1263,Joanna,Cherry,0,0,0,0,0,1,1,22168,0.429596,0.307956,2,208,270,
1269,Michelle,Thomson,0,0,0,0,0,1,1,21378,0.389697,0.258042,2,209,272,
1273,Kate,Osamor,0,0,0,0,0,1,1,25388,0.614156,0.077589,2,210,273,
1297,Joan,Ryan,0,1,0,0,0,1,1,20172,0.43722,0.052274,2,214,279,
1306,Eleanor,Laing,1,1,0,0,0,1,1,27027,0.547682,0.00784,2,216,282,
1319,Maggie,Throup,0,0,0,0,0,1,1,20636,0.427052,0.032337,2,218,284,
1328,Teresa,Pearce,1,1,0,0,0,1,1,21209,0.497665,0.048753,2,219,285,
1349,Suella,Fernandes,0,0,0,0,0,1,1,30689,0.561042,0.008333,2,223,289,
1356,Helen,Whately,0,0,0,0,0,1,1,24895,0.543523,-0.018431,2,224,290,
1365,Seema,Malhotra,1,1,0,0,0,1,1,25845,0.523125,0.086872,2,225,291,
1418,Maria,Eagle,1,1,0,0,0,1,1,33839,0.690832,0.095548,2,234,302,
1444,Alison,Thewliss,0,0,0,0,0,1,1,20658,0.525408,0.350228,2,238,308,
1452,Natalie,McGarry,0,0,0,0,0,1,1,24116,0.568546,0.321157,2,239,310,
1468,Anne,McLaughlin,0,0,0,0,0,1,1,21976,0.5805,0.439115,2,241,314,
1476,Carol,Monaghan,0,0,0,0,0,1,1,23908,0.545173,0.392567,2,242,316,
1506,Caroline,Dinenage,1,1,0,0,0,1,1,26364,0.55311,0.035417,2,248,324,
1536,Melanie,Onn,0,0,0,0,0,1,1,13414,0.397676,0.070644,2,252,329,
1553,Anne,Milton,1,1,0,0,0,1,1,30802,0.570555,0.037541,2,255,332,
1564,Diane,Abbott,1,1,0,0,0,1,1,31357,0.628561,0.078572,2,256,333,
1573,Meg,Hillier,1,1,0,0,0,1,1,30633,0.643821,0.086445,2,257,334,
1586,Holly,Lynch,0,0,0,0,0,1,1,17506,0.40011,0.026375,2,259,337,
1611,Tulip,Siddiq,0,0,0,0,0,1,1,23977,0.444315,0.116194,2,263,341,
1657,Amber,Rudd,1,1,0,0,0,1,1,22686,0.445461,0.034573,2,271,349,
1719,Liz,McInnes,1,1,0,0,0,1,1,20926,0.431126,0.030064,2,283,363,
1741,Angela,Watkinson,1,1,0,0,0,1,1,27051,0.489735,-0.024762,2,287,367,
1750,Catherine,West,0,0,0,0,0,1,1,29417,0.509077,0.168973,2,288,368,
1764,Bridget,Phillipson,1,1,0,0,0,1,1,21218,0.551274,0.047947,2,290,371,
1835,Emily,Thornberry,1,1,0,0,0,1,1,22547,0.509307,0.086691,2,302,386,
1867,Victoria,Borwick,0,0,0,0,0,1,1,18199,0.522539,0.02197,2,307,392,
1900,Diana,Johnson,1,1,0,0,0,1,1,18661,0.528102,0.136284,2,312,400,
1940,Angela,Crawley,0,0,0,0,0,1,1,26976,0.488183,0.278104,2,318,407,
1945,Catherine,Smith,0,0,0,0,0,1,1,17643,0.422708,0.069766,2,319,410,
1976,Rachel,Reeves,1,1,0,0,0,1,1,18456,0.480337,0.057417,2,324,416,
1995,Liz,Kendall,1,1,0,0,0,1,1,16051,0.46495,0.081215,2,327,419,
2004,Maria,Caulfield,0,0,0,0,0,1,1,19206,0.380016,0.012642,2,329,421,
2012,Heidi,Alexander,1,1,0,0,0,1,1,23907,0.556974,0.126331,2,330,424,
2029,Vicky,Foxcroft,0,0,0,0,0,1,1,28572,0.602454,0.065531,2,332,427,