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 2662,Melanie,Magee,0,0,0,0,0,2,0,10076,0.198781,0.010459,2,438,, 2663,Ann,Duncan,0,0,0,0,0,3,0,5890,0.116199,0.09223,2,438,, 2664,Chaka,Artwell,0,0,0,1,0,6,0,160,0.003157,,1,438,, 2665,Andrew,Smith,1,1,0,0,0,1,1,25356,0.500227,0.075492,1,438,171, 2666,Alasdair,Murray,0,0,0,0,0,4,0,5453,0.107578,-0.228466,1,438,, 2667,Mad,Hatter,0,0,0,0,0,7,0,145,0.002861,,1,438,, 2668,Kevin,Parkin,0,0,0,0,0,9,0,50,0.000986,,1,438,, 2669,James,Morbin,0,0,0,0,0,8,0,108,0.002131,,1,438,, 2670,Ian,Macdonald,0,0,0,0,0,5,0,3451,0.068082,0.04481,1,438,,