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 1,Edward,Yi He,0,0,0,0,0,3,0,3742,0.118707,-0.023776,1,1,, 2,Jonathan,Tier,0,0,0,0,0,7,0,711,0.022555,,1,1,, 3,Captain,Beany,0,0,0,1,0,6,0,1137,0.036069,,1,1,, 6,Duncan,Higgitt,0,0,0,0,0,4,0,3663,0.116201,0.045201,1,1,, 7,Andrew,Jordan,0,0,0,0,0,8,0,352,0.011166,,1,1,, 8,Owen,Herbert,0,0,0,0,0,9,0,134,0.004251,,1,1,, 9,Peter,Bush,0,0,0,0,0,2,0,4971,0.157694,0.141899,1,1,, 13,Victor,Babu,0,0,0,0,0,5,0,1391,0.046139,-0.146946,1,2,, 14,Dafydd,Meurig,0,0,0,0,0,3,0,3536,0.117288,-0.060947,1,2,, 15,Andrew,Haigh,0,0,0,0,0,4,0,3467,0.114999,0.093909,1,2,, 16,Sanjoy,Sen,0,0,0,0,0,3,0,5304,0.120721,-0.003042,1,3,, 17,Richard,Baker,0,0,0,0,0,2,0,11397,0.2594,-0.184779,1,3,1330, 18,Euan,Davidson,0,0,0,0,0,4,0,2050,0.046659,-0.139039,1,3,, 19,Christopher,Willett,0,0,0,0,0,6,0,186,0.004233,,1,3,, 21,Tyrinne,Rutherford,0,0,0,0,0,5,0,206,0.004689,,1,3,, 22,Ross,Thomson,0,0,0,0,0,3,0,11087,0.228358,0.021219,1,4,4, 23,Dan,Yeats,0,0,0,0,0,5,0,964,0.019855,0.010258,1,4,, 24,Christopher,Gray,0,0,0,1,0,7,0,139,0.002863,,1,4,, 26,Dennis,Rixson,0,0,0,0,0,4,0,2252,0.046384,-0.237484,1,4,, 29,Eric,Holford,0,0,0,0,0,3,0,3389,0.076525,-0.010869,1,5,, 30,Deryck,Beaumont,0,0,0,1,0,6,0,136,0.003071,,1,5,, 32,John,Love,0,0,0,0,0,5,0,678,0.01531,-0.065529,1,5,, 34,Matt,Williams,0,0,0,0,0,4,0,1088,0.024568,,1,5,, 36,Carl,Hewitt,0,0,0,0,0,5,0,2025,0.04384,,1,6,, 37,Gary,Puffett,0,0,0,0,0,2,0,8468,0.183326,0.06238,1,6,, 38,Alan,Hilliar,0,0,0,0,0,4,0,4076,0.088242,-0.255866,1,6,, 39,Bill,Walker,0,0,0,0,0,3,0,8253,0.178671,0.133699,1,6,, 41,Martyn,Curzey,0,0,0,0,0,5,0,826,0.020913,-0.001011,1,7,, 42,John,Fisher,0,0,0,0,0,2,0,8835,0.223688,0.025753,1,7,, 43,Ian,Garrett,0,0,0,0,0,4,0,1330,0.033673,-0.143191,1,7,, 44,Mark,Beech,0,0,0,0,0,6,0,197,0.004988,,1,7,, 45,Anthony,Thompson,0,0,0,0,0,3,0,7751,0.196243,,1,7,, 47,Nick,Robertson-Brown,0,0,0,0,0,5,0,1983,0.039254,,1,8,, 48,James,Wright,0,0,0,0,0,2,0,13481,0.266861,0.042679,1,8,, 50,Chris,Frost,0,0,0,0,0,4,0,4047,0.080112,0.048467,1,8,, 52,Alasdair,Ibbotson,0,0,0,0,0,6,0,976,0.023624,,1,9,, 54,Tudor,Jones,0,0,0,0,0,4,0,1733,0.041947,-0.141105,1,9,, 56,Blair,Smillie,0,0,0,0,0,3,0,7260,0.175727,0.150454,1,9,, 58,John,Devine,0,0,0,0,0,5,0,1087,0.023777,,1,10,, 59,Kevin,Gillott,0,0,0,0,0,2,0,15901,0.347814,-0.026659,1,10,, 61,Stuart,Bent,0,0,0,0,0,3,0,7263,0.158869,0.139155,1,10,, 62,Derek,Wann,0,0,0,0,0,2,0,12900,0.289985,-0.019235,1,11,, 63,David,Mumford,0,0,0,0,0,6,0,965,0.021693,,1,11,, 64,Gerard,McMahon,0,0,0,0,0,3,0,3919,0.088097,-0.084058,1,11,, 65,Sanjay,Samani,0,0,0,0,0,5,0,1216,0.027335,-0.08041,1,11,, 67,Calum,Walker,0,0,0,0,0,4,0,1355,0.03046,0.015259,1,11,, 69,Alun,Pugh,0,0,0,0,0,2,0,8122,0.302642,-0.001369,1,12,, 70,Mohammed,Shultan,0,0,0,0,0,5,0,718,0.026754,-0.113824,1,12,, 73,Simon,Wall,0,0,0,0,0,4,0,2277,0.084846,0.058578,1,12,, 74,Alastair,Redman,0,0,0,0,0,3,0,7733,0.149047,-0.091204,1,13,, 81,Christopher,Wellbelove,0,0,0,0,0,3,0,6324,0.111975,0.025608,1,14,, 83,Peter,Grace,0,0,0,0,0,2,0,8154,0.144377,0.087716,1,14,, 85,Mike,Buchanan,0,0,0,0,0,5,0,153,0.003227,,1,15,, 87,Philip,Smith,0,0,0,0,0,4,0,7030,0.148284,-0.184669,1,15,, 88,Simon,Ashcroft,0,0,0,0,0,3,0,10150,0.214094,0.194736,1,15,, 91,Brendan,Chilton,0,0,0,0,0,3,0,10580,0.184411,0.017626,1,16,, 93,Gerald,O'Brien,0,0,0,0,0,2,0,10798,0.18821,0.142763,1,16,, 98,Maurice,Jackson,0,0,0,0,0,3,0,8468,0.217586,0.173716,1,17,, 100,David,Lyons,0,0,0,0,0,5,0,2135,0.038525,,1,18,, 101,Will,Cass,0,0,0,0,0,3,0,8391,0.15141,0.025474,1,18,, 102,Steven,Lambert,0,0,0,0,0,4,0,5885,0.106191,-0.178185,1,18,, 103,Chris,Adams,0,0,0,0,0,2,0,10925,0.197135,0.129172,1,18,, 104,Lee,Lyons,0,0,0,0,0,3,0,10355,0.198337,-0.057061,1,19,, 106,Richard,Brodie,0,0,0,0,0,5,0,855,0.016376,-0.076535,1,19,, 108,Joseph,Adam-Smith,0,0,0,0,0,4,0,1280,0.024517,,1,19,, 110,Ian,Middleton,0,0,0,0,0,5,0,2686,0.046304,0.029252,1,20,, 111,Sean,Woodcock,0,0,0,0,0,2,0,12354,0.212971,0.02142,1,20,1203, 112,John,Howson,0,0,0,0,0,4,0,3440,0.059302,-0.144748,1,20,, 114,Dickie,Bird,0,0,0,0,0,3,0,8050,0.138774,0.088882,1,20,, 115,Alex,Johnstone,0,0,0,0,0,2,0,13148,0.28815,-0.01968,1,21,, 116,Sumon,Hoque,0,0,0,0,0,3,0,2647,0.058011,-0.081904,1,21,, 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,, 122,Peter,Wilcock,0,0,0,0,0,5,0,562,0.013057,-0.068962,1,22,, 123,Joseph,Mambuliya,0,0,0,0,0,6,0,183,0.004252,,1,22,, 124,Roger,Gravett,0,0,0,0,0,2,0,9554,0.221974,0.193304,1,22,, 126,Ian,Sutton,0,0,0,0,0,7,0,477,0.013047,,1,23,, 127,Michael,Short,0,0,0,0,0,4,0,938,0.025656,,1,23,, 129,David,Ridgway,0,0,0,0,0,5,0,770,0.021061,-0.151745,1,23,, 130,Dave,Gibson,0,0,0,0,0,6,0,573,0.015673,,1,23,, 131,Lee,Hunter,0,0,0,0,0,2,0,7941,0.217205,0.17053,1,23,, 133,Kevin,Riddiough,0,0,0,0,0,6,0,440,0.011424,,1,24,, 136,Ralph,Dyson,0,0,0,0,0,7,0,364,0.00945,,1,24,, 137,Robert,Swiffen,0,0,0,0,0,2,0,9045,0.234831,0.189737,1,24,, 138,Billy,Marsden,0,0,0,0,0,8,0,103,0.002674,,1,24,, 139,Tony,Devoy,0,0,0,0,0,5,0,647,0.016798,,1,24,, 140,Simon,Fell,0,0,0,0,0,2,0,17525,0.404968,0.041946,1,25,30, 141,Robert,O'Hara,0,0,0,0,0,5,0,1061,0.024518,0.012506,1,25,, 142,Ian,Jackson,0,0,0,1,0,6,0,130,0.003004,,1,25,, 144,Clive,Peaple,0,0,0,0,0,4,0,1169,0.027013,-0.07325,1,25,, 145,Nigel,Cecil,0,0,0,0,0,3,0,5070,0.117158,0.098098,1,25,, 147,Gavin,Callaghan,0,0,0,0,0,2,0,10186,0.23673,0.006173,1,26,, 148,Martin,Thompson,0,0,0,0,0,4,0,1636,0.038022,-0.119259,1,26,, 149,George,Konstantinidis,0,0,0,0,0,3,0,8538,0.198429,0.160155,1,26,, 151,Omar,Selim,0,0,0,1,0,5,0,392,0.007386,,1,27,, 152,Paul,Harvey,0,0,0,0,0,2,0,14706,0.277074,0.073201,1,27,, 154,Alan,Stone,0,0,0,0,0,3,0,8290,0.156191,0.115207,1,27,, 156,Kris,Wragg,0,0,0,0,0,5,0,1006,0.02041,,1,28,, 158,Leon,Duveen,0,0,0,0,0,4,0,1331,0.027004,-0.085346,1,28,, 159,David,Scott,0,0,0,0,0,3,0,7865,0.159569,0.123685,1,28,,