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
6,Duncan,Higgitt,0,0,0,0,0,4,0,3663,0.116201,0.045201,1,1,,
15,Andrew,Haigh,0,0,0,0,0,4,0,3467,0.114999,0.093909,1,2,,
18,Euan,Davidson,0,0,0,0,0,4,0,2050,0.046659,-0.139039,1,3,,
26,Dennis,Rixson,0,0,0,0,0,4,0,2252,0.046384,-0.237484,1,4,,
34,Matt,Williams,0,0,0,0,0,4,0,1088,0.024568,,1,5,,
38,Alan,Hilliar,0,0,0,0,0,4,0,4076,0.088242,-0.255866,1,6,,
43,Ian,Garrett,0,0,0,0,0,4,0,1330,0.033673,-0.143191,1,7,,
50,Chris,Frost,0,0,0,0,0,4,0,4047,0.080112,0.048467,1,8,,
54,Tudor,Jones,0,0,0,0,0,4,0,1733,0.041947,-0.141105,1,9,,
60,Kate,Smith,0,0,0,0,0,4,0,1360,0.029748,-0.114644,2,10,,
67,Calum,Walker,0,0,0,0,0,4,0,1355,0.03046,0.015259,1,11,,
73,Simon,Wall,0,0,0,0,0,4,0,2277,0.084846,0.058578,1,12,,
75,Mary,Galbraith,0,0,0,0,0,4,0,5394,0.103965,-0.123301,2,13,,
82,Shweta,Kapadia,0,0,0,0,0,4,0,4062,0.071923,-0.207488,2,14,,
87,Philip,Smith,0,0,0,0,0,4,0,7030,0.148284,-0.184669,1,15,,
92,Debbie,Enever,0,0,0,0,0,4,0,3433,0.059838,-0.168141,2,16,,
95,Charlotte,Hughes,0,0,0,0,0,4,0,1531,0.039339,,2,17,,
102,Steven,Lambert,0,0,0,0,0,4,0,5885,0.106191,-0.178185,1,18,,
108,Joseph,Adam-Smith,0,0,0,0,0,4,0,1280,0.024517,,1,19,,
112,John,Howson,0,0,0,0,0,4,0,3440,0.059302,-0.144748,1,20,,
117,David,Evans,0,0,0,0,0,4,0,2347,0.051437,-0.06204,1,21,,
120,Tony,Rablen,0,0,0,0,0,4,0,897,0.020841,0.013849,1,22,,
127,Michael,Short,0,0,0,0,0,4,0,938,0.025656,,1,23,,
135,Ruth,Coleman-Taylor,0,0,0,0,0,4,0,1217,0.031596,-0.149954,2,24,,
144,Clive,Peaple,0,0,0,0,0,4,0,1169,0.027013,-0.07325,1,25,,
148,Martin,Thompson,0,0,0,0,0,4,0,1636,0.038022,-0.119259,1,26,,
153,Janice,Spalding,0,0,0,0,0,4,0,3919,0.073838,-0.171237,2,27,,
158,Leon,Duveen,0,0,0,0,0,4,0,1331,0.027004,-0.085346,1,28,,
162,Dominic,Tristram,0,0,0,0,0,4,0,5634,0.119448,0.095662,1,29,,
170,John,Lawson,0,0,0,0,0,4,0,2396,0.047465,-0.110922,1,30,,
175,Joe,Stuart,0,0,0,0,0,4,0,1682,0.03296,0.021504,1,31,,
182,Peter,Chapman,0,0,0,0,0,4,0,3927,0.073867,-0.121808,1,32,,
187,Anuja,Prashar,0,0,0,0,0,4,0,3378,0.069217,-0.136567,2,33,,
193,Mahmud,Rogers,0,0,0,0,0,4,0,1958,0.042486,-0.156109,1,34,,
198,Ross,Brown,0,0,0,0,0,4,0,1058,0.026662,,1,35,,
201,Jason,O'Neill,0,0,0,0,0,4,0,2941,0.072451,0.02355,1,36,,
211,Máirtín,Ó Muilleoir,0,0,0,0,0,4,0,5402,0.138666,,1,37,,
218,Frank,McCoubrey,0,0,0,0,0,4,0,2773,0.078491,0.002681,1,38,,
233,Andrew,Beadle,0,0,0,0,0,4,0,3254,0.063278,,1,39,,
237,Kenryck,Lloyd-Jones,0,0,0,0,0,4,0,2700,0.049057,-0.053016,1,40,,
246,Nigel,Coghill-Marshall,0,0,0,0,0,4,0,4513,0.111644,0.079307,1,41,,
257,Paula,McQueen,0,0,0,0,0,4,0,3219,0.060823,,2,42,,
261,Denis,Healy,0,0,0,0,0,4,0,2900,0.055052,-0.171944,1,43,,
267,Rachel,Sadler,0,0,0,0,0,4,0,4199,0.076044,-0.203638,2,44,,
273,Richard,Davis,0,0,0,0,0,4,0,1308,0.029942,-0.097473,1,45,,
276,Kenny,Peers,0,0,0,0,0,4,0,1626,0.041539,,1,46,,
282,Phil,Simpson,0,0,0,0,0,4,0,1371,0.033202,0.02192,1,47,,
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,,
303,Phil,Bennion,0,0,0,0,0,4,0,2624,0.063939,-0.213302,1,50,,
306,Margaret,Okole,0,0,0,0,0,4,0,1501,0.041792,0.01782,2,51,,
314,Steven,Haynes,0,0,0,0,0,4,0,1349,0.03177,-0.124876,1,52,,
319,Arjun,Singh,0,0,0,0,0,4,0,2001,0.048497,-0.171125,1,53,,
325,Colin,Green,0,0,0,0,0,4,0,2517,0.05557,-0.16716,1,54,,
327,Arun,Photay,0,0,0,0,0,4,0,5760,0.139972,-0.051851,1,55,,
338,Stephen,White,0,0,0,0,0,4,0,1723,0.043743,-0.179638,1,56,,
342,Gordon,Lishman,0,0,0,0,0,4,0,955,0.021705,-0.130342,1,57,,
345,David,Jones,0,0,0,0,0,4,0,1567,0.042224,,1,58,,
352,Sue,Close,0,0,0,0,0,4,0,948,0.024065,-0.108969,2,59,,
356,Duncan,Royle,0,0,0,0,0,4,0,841,0.025928,,1,60,,
366,Steffan,Lewis,0,0,0,0,0,4,0,2849,0.089922,0.048774,1,61,,
371,Jonathan,Wallace,0,0,0,0,0,4,0,5497,0.12233,-0.171127,1,62,,
376,Philip,Latham,0,0,0,0,0,4,0,2265,0.058891,-0.213059,1,63,,
381,Francis,Oppler,0,0,0,0,0,4,0,4240,0.089991,-0.145303,1,64,,
385,David,Lomax,0,0,0,0,0,4,0,1464,0.033274,-0.121791,1,65,,
390,Stephen,Rock,0,0,0,0,0,4,0,1236,0.028637,-0.101317,1,66,,
393,Alan,Johnson,0,0,0,0,0,4,0,1200,0.029453,0.013949,1,67,,
400,Andrew,Martin,0,0,0,0,0,4,0,1947,0.040068,-0.131804,1,68,,
404,Lisa,Tallis,0,0,0,0,0,4,0,1501,0.033243,,2,69,,
415,David,Watts,0,0,0,0,0,4,0,1015,0.02342,-0.124313,1,70,,
421,David,Sprason,0,0,0,0,0,4,0,9338,0.174275,0.154044,1,71,,
426,Jon,Nicholas,0,0,0,0,0,4,0,3752,0.0837,-0.225041,1,72,,
431,Mike,Plummer,0,0,0,0,0,4,0,3281,0.078544,-0.238915,1,73,,
437,Patrick,Smith,0,0,0,0,0,4,0,3983,0.075029,-0.147907,1,74,,
444,Owais,Rajput,0,0,0,0,0,4,0,4103,0.099092,,1,75,,
446,Andrew,Robinson,0,0,0,0,0,4,0,1243,0.033059,,1,76,,
457,Harry,Boota,0,0,0,0,0,4,0,3140,0.077935,0.057923,1,77,,
463,Matthew,Klesel,0,0,0,0,0,4,0,2488,0.04948,-0.138456,1,78,,
470,Darran,Thomas,0,0,0,0,0,4,0,3338,0.083296,0.060745,1,79,,
473,Shahrar,Ali,0,0,0,0,0,4,0,1912,0.040653,0.025915,1,80,,
484,Alexander,Craig,0,0,0,0,0,4,0,2024,0.038748,0.031482,1,81,,
488,Joe,Bourke,0,0,0,0,0,4,0,2305,0.040188,-0.19636,1,82,,
494,David,Kendall,0,0,0,0,0,4,0,4577,0.088194,-0.146468,1,83,,
503,James,Radcliffe,0,0,0,0,0,4,0,2784,0.070565,0.011395,1,84,,
509,Theo,Butt Philip,0,0,0,0,0,4,0,6765,0.124249,-0.158833,1,85,,
512,Natalie,Hurst,0,0,0,0,0,4,0,915,0.021146,,2,86,,
519,Davy,Jones,0,0,0,0,0,4,0,3187,0.070344,0.015784,1,87,,
531,Nigel,Carter,0,0,0,0,0,4,0,2724,0.049821,0.031532,1,88,,
533,Lorraine,Francis,0,0,0,0,0,4,0,3827,0.082812,0.064974,2,89,,
541,Clare,Campion-Smith,0,0,0,0,0,4,0,3214,0.06204,-0.252665,2,90,,
545,Tony,Dyer,0,0,0,0,0,4,0,5861,0.115279,0.090143,1,91,,
550,Claire,Hiscott,0,0,0,0,0,4,0,9752,0.151858,-0.031874,2,92,,
560,Steve,Riley,0,0,0,0,0,4,0,5178,0.097534,-0.226067,1,93,,
565,Sam,Webber,0,0,0,0,0,4,0,2836,0.064358,-0.155207,1,94,,
570,Bart,Ricketts,0,0,0,0,0,4,0,2616,0.050072,-0.146016,1,95,,
575,Anthony,Rowlands,0,0,0,0,0,4,0,1467,0.031875,-0.101881,1,96,,
581,Stan,Heptinstall,0,0,0,0,0,4,0,2120,0.039671,-0.129256,1,97,,
586,Sarah,Cockburn-Price,0,0,0,0,0,4,0,5374,0.135209,-0.030881,2,99,,
594,David,MacDonald,0,0,0,0,0,4,0,1232,0.025156,-0.133224,1,100,,
597,John,Southworth,0,0,0,0,0,4,0,1141,0.025227,,1,101,,