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
5,Helen,Clarke,0,0,0,0,0,5,0,1397,0.044317,-0.118291,2,1,,
11,Petra,Haig,0,0,0,0,0,6,0,727,0.024114,,2,2,,
12,Mary,Wimbury,0,0,0,0,0,2,0,8514,0.282407,0.037596,2,2,,
20,Kirsty,Blackman,0,0,0,0,0,1,1,24793,0.564298,0.34189,2,3,3,
25,Anne,Begg,1,1,0,0,0,2,0,12991,0.267574,-0.097765,2,4,5,
28,Sandra,Skinner,0,0,0,0,0,6,0,897,0.018475,,2,4,,
31,Pamela,Nash,1,1,0,0,0,2,0,15108,0.341146,-0.240432,2,5,7,
40,Wendy,Morton,0,0,0,0,0,1,1,20558,0.520495,-0.072583,2,7,10,
49,Jane,Brophy,0,0,0,0,0,3,0,4235,0.083833,-0.170879,2,8,,
51,Laura,Knightly,0,0,0,0,0,2,0,13197,0.319432,-0.003315,2,9,,
55,Jacqueline,Hurst,0,0,0,0,0,5,0,1608,0.038921,0.000122,2,9,,
60,Kate,Smith,0,0,0,0,0,4,0,1360,0.029748,-0.114644,2,10,,
68,Anwen,Barry,0,0,0,0,0,3,0,3521,0.131199,-0.038139,2,12,,
72,Kathrine,Jones,0,0,0,0,0,6,0,409,0.01524,,2,12,,
75,Mary,Galbraith,0,0,0,0,0,4,0,5394,0.103965,-0.123301,2,13,,
78,Caroline,Santos,0,0,0,0,0,5,0,1311,0.025268,,2,13,,
80,Isabel,Thurston,0,0,0,0,0,5,0,3606,0.063849,,2,14,,
82,Shweta,Kapadia,0,0,0,0,0,4,0,4062,0.071923,-0.207488,2,14,,
84,Helen,Harrison,0,0,0,0,0,2,0,10628,0.224177,0.002208,2,15,,
86,Gloria,De Piero,1,1,0,0,0,1,1,19448,0.410217,0.073281,2,15,19,
90,Mandy,Rossi,0,0,0,0,0,5,0,2467,0.043,0.024626,2,16,,
92,Debbie,Enever,0,0,0,0,0,4,0,3433,0.059838,-0.168141,2,16,,
94,Tracy,Sutton,0,0,0,0,0,2,0,8610,0.221234,-0.026216,2,17,,
95,Charlotte,Hughes,0,0,0,0,0,4,0,1531,0.039339,,2,17,,
96,Angela,Rayner,0,0,0,0,0,1,1,19366,0.49761,0.013535,2,17,21,
97,Carly,Hicks,0,0,0,0,0,5,0,943,0.02423,-0.124162,2,17,,
105,Sandra,Osborne,1,1,0,0,0,2,0,14227,0.272501,-0.198856,2,19,23,
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,
113,Roseanne,Edwards,0,0,0,0,0,6,0,729,0.012567,,2,20,,
118,Eilidh,Whiteford,1,1,0,0,0,1,1,27487,0.602402,0.189882,2,21,26,
119,Mina,Rahman,0,0,0,0,0,3,0,7019,0.163077,-0.014966,2,22,,
121,Margaret,Hodge,1,1,0,0,0,1,1,24826,0.576799,0.03365,2,22,27,
125,Kay,Carter,0,0,0,0,0,3,0,5485,0.150027,-0.022617,2,23,,
132,Katharine,Harborne,0,0,0,0,0,3,0,5622,0.145962,-0.018916,2,24,,
135,Ruth,Coleman-Taylor,0,0,0,0,0,4,0,1217,0.031596,-0.149954,2,24,,
150,Maria,Miller,1,1,0,0,0,1,1,25769,0.485511,-0.019681,2,27,33,
153,Janice,Spalding,0,0,0,0,0,4,0,3919,0.073838,-0.171237,2,27,,
155,Sarah,Downes,0,0,0,0,0,2,0,15122,0.306803,-0.032125,2,28,,
161,Jenny,Knight,0,0,0,0,0,7,0,63,0.001336,,2,29,,
163,Loraine,Morgan-Brinkhurst,0,0,0,1,0,6,0,499,0.010579,,2,29,,
169,Jo,Cox,0,0,0,0,0,1,1,21826,0.432378,0.010436,2,30,36,
172,Dawn,Wheelhouse,0,0,0,0,0,6,0,123,0.002437,,2,30,,
174,Jane,Ellison,1,1,0,0,0,1,1,26730,0.523799,0.0503,2,31,37,
185,Ruth,Fabricant,0,0,0,0,0,5,0,1878,0.038481,0.025731,2,33,,
186,Marina,Ahmad,0,0,0,0,0,2,0,9484,0.194332,0.049783,2,33,,
187,Anuja,Prashar,0,0,0,0,0,4,0,3378,0.069217,-0.136567,2,33,,
195,Naomi,Long,1,1,0,0,0,2,0,16978,0.427851,0.055577,2,35,42,
200,Mary,Muldoon,0,0,0,0,0,6,0,127,0.0032,-0.007383,2,35,,
206,Gemma,Weir,0,0,0,0,0,5,0,919,0.022639,,2,36,,
207,Paula,Bradshaw,0,0,0,0,0,3,0,6711,0.172267,0.022673,2,37,,
210,Clare,Bailey,0,0,0,0,0,6,0,2238,0.057448,0.027143,2,37,,
213,Lily,Kerr,0,0,0,0,0,9,0,361,0.009267,,2,37,,
228,Lucy,Hall,0,0,0,1,0,7,0,72,0.0014,,2,39,,
235,Pauline,Stewart,0,0,0,0,0,6,0,631,0.011465,,2,40,,
241,Anne-Marie,Trevelyan,0,0,0,0,0,1,1,16603,0.410732,0.0435,2,41,52,
243,Rachael,Roberts,0,0,0,0,0,5,0,1488,0.036811,,2,41,,
245,Julie,Pörksen,0,0,0,0,0,2,0,11689,0.289167,-0.148045,2,41,,
251,Rushanara,Ali,1,1,0,0,0,1,1,32387,0.611953,0.182525,2,42,53,
253,Teena,Lashmore,0,0,0,0,0,5,0,2395,0.045254,-0.156016,2,42,,
257,Paula,McQueen,0,0,0,0,0,4,0,3219,0.060823,,2,42,,
260,Margaret,Pinder,0,0,0,0,0,2,0,13160,0.249824,0.038843,2,43,,
266,Michelle,Thew,0,0,0,0,0,3,0,7797,0.141204,0.021688,2,44,,
267,Rachel,Sadler,0,0,0,0,0,4,0,4199,0.076044,-0.203638,2,44,,
270,Maggi,Young,0,0,0,0,0,6,0,151,0.003457,-0.007335,2,45,,
271,Stella,Gardiner,0,0,0,0,0,5,0,950,0.021747,0.013155,2,45,,
283,Henna,Rai,0,0,0,1,0,7,0,91,0.002204,,2,47,,
284,Gisela,Stuart,1,1,0,0,0,1,1,18518,0.448454,0.042065,2,47,58,
290,Ann,Holtom,0,0,0,0,0,4,0,965,0.027823,-0.133715,2,48,,
294,Elly,Stanton,0,0,0,0,0,4,0,2200,0.046763,,2,49,,
305,Isabel,Sigmac,0,0,0,0,0,2,0,4576,0.127408,0.008049,2,51,,
306,Margaret,Okole,0,0,0,0,0,4,0,1501,0.041792,0.01782,2,51,,
307,Shabana,Mahmood,1,1,0,0,0,1,1,26444,0.736274,0.179524,2,51,63,
310,Clair,Braund,0,0,0,0,0,3,0,1805,0.050256,0.025084,2,51,,
311,Rachel,Maclean,0,0,0,0,0,2,0,15164,0.357128,0.020901,2,52,64,
312,Anna,Masters,0,0,0,0,0,5,0,1169,0.027531,0.017821,2,52,,
316,Charlotte,Hodivala,0,0,0,0,0,2,0,8869,0.214954,0.001849,2,53,,
322,Alex,Boulter,0,0,0,0,0,2,0,13137,0.290038,-0.02068,2,54,,
323,Clare,Thomas,0,0,0,0,0,5,0,2301,0.050801,0.036541,2,54,,
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,
344,Michelle,Tanfield-Johnson,0,0,0,0,0,3,0,5581,0.150383,-0.032637,2,58,,
352,Sue,Close,0,0,0,0,0,4,0,948,0.024065,-0.108969,2,59,,
362,Tracey,West,0,0,0,0,0,3,0,3419,0.107913,0.037995,2,61,,
367,Susan,Boucher,0,0,0,0,0,2,0,5677,0.179181,0.164117,2,61,,
368,Alison,Griffiths,0,0,0,0,0,3,0,7838,0.174426,0.015029,2,62,1221,
374,Dawn,Furness,0,0,0,0,0,5,0,1453,0.037779,,2,63,,
388,Laura,Diggle,0,0,0,0,0,5,0,1103,0.025555,,2,66,,
394,Yasmin,Qureshi,1,1,0,0,0,1,1,20555,0.504504,0.030259,2,67,84,
399,Julie,Hilling,1,1,0,0,0,2,0,18943,0.389838,0.004623,2,68,86,
403,Jade,Marsden,0,0,0,0,0,3,0,3639,0.080594,-0.008511,2,69,,
404,Lisa,Tallis,0,0,0,0,0,4,0,1501,0.033243,,2,69,,
411,Victoria,Percival,0,0,0,0,0,5,0,800,0.018459,,2,70,,
416,Lyn,Luxton,0,0,0,0,0,8,0,143,0.0033,,2,70,,
429,Elizabeth,McManus,0,0,0,0,0,5,0,3107,0.074378,,2,73,,
445,Tanya,Graham,0,0,0,0,0,2,0,9878,0.262713,-0.028378,2,76,,
447,Judith,Cummins,0,0,0,0,0,1,1,16328,0.434255,0.021517,2,76,95,
451,Therese,Hirst,0,0,0,0,0,8,0,98,0.002432,,2,77,,
452,Celia,Hickson,0,0,0,0,0,6,0,1085,0.02693,0.003763,2,77,,