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authorPaul Harrison <paul@harrison.sh>2024-11-29 10:16:01 +0000
committerPaul Harrison <paul@harrison.sh>2024-11-29 10:16:01 +0000
commit12241dbc3852415867f0b9e16c115cfe26c3476a (patch)
treede31d283ff6507696edfb83f9490b1f2b2479aa2
parentbb6bf2ef337d1d85d313a471c07418aacb856910 (diff)
Analysis of petition for another general electionHEADmain
-rw-r--r--data/election-petition/HoC-GE2024-results-by-candidate.csv4516
-rw-r--r--data/election-petition/election-petition-results.json4957
-rw-r--r--notebooks/2024-11-29-election-petition.ipynb591
-rw-r--r--poetry.lock18
-rw-r--r--pyproject.toml1
5 files changed, 10081 insertions, 2 deletions
diff --git a/data/election-petition/HoC-GE2024-results-by-candidate.csv b/data/election-petition/HoC-GE2024-results-by-candidate.csv
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+++ b/data/election-petition/HoC-GE2024-results-by-candidate.csv
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+ONS ID,ONS region ID,Constituency name,County name,Region name,Country name,Constituency type,Party name,Party abbreviation,Electoral Commission party ID,MNIS party ID,Electoral Commission adjunct party ID,Candidate first name,Candidate surname,Candidate gender,Sitting MP,Former MP,Member MNIS ID,Votes,Share,Change,DC Person ID
+W07000081,W92000004,Aberafan Maesteg,,Wales,Wales,County,Heritage Party,HPUK,PP12550,1037,,Rhiannon,Morrissey,Female,No,No,,183,0.005118,,117009
+W07000081,W92000004,Aberafan Maesteg,,Wales,Wales,County,Independent,Ind,,8,,Captain,Beany,Male,No,No,,618,0.017284,,20
+W07000081,W92000004,Aberafan Maesteg,,Wales,Wales,County,Liberal Democrat,LD,PP90,17,,Justin,Griffiths,Male,No,No,,916,0.025619,-0.011412,89373
+W07000081,W92000004,Aberafan Maesteg,,Wales,Wales,County,Green,Green,PP63,44,,Nigel,Hill,Male,No,No,,1094,0.030597,0.014817,92890
+W07000081,W92000004,Aberafan Maesteg,,Wales,Wales,County,Conservative,Con,PP52,4,,Abigail,Mainon,Female,No,No,,2903,0.081191,-0.145088,72976
+W07000081,W92000004,Aberafan Maesteg,,Wales,Wales,County,Plaid Cymru,PC,PP77,22,,Colin,Deere,Male,No,No,,4719,0.131982,0.042141,94730
+W07000081,W92000004,Aberafan Maesteg,,Wales,Wales,County,Reform UK,RUK,PP7931,1036,,Mark,Griffiths,Male,No,No,,7484,0.209313,0.123907,117844
+W07000081,W92000004,Aberafan Maesteg,,Wales,Wales,County,Labour,Lab,PP53,15,,Stephen,Kinnock,Male,Yes,Yes,4359,17838,0.498895,-0.030313,4252
+S14000060,S92000003,Aberdeen North,,Scotland,Scotland,Burgh,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,Lucas,Grant,Male,No,No,,214,0.005084,,74393
+S14000060,S92000003,Aberdeen North,,Scotland,Scotland,Burgh,Scottish Family Party,SFP,PP6380,1016,,Dawn,Smith,Female,No,No,,352,0.008362,,85468
+S14000060,S92000003,Aberdeen North,,Scotland,Scotland,Burgh,Alba Party,Alba,PP12700,1034,,Charlie,Abel,Male,No,No,,703,0.0167,,85442
+S14000060,S92000003,Aberdeen North,,Scotland,Scotland,Burgh,Scottish Green Party,Green,PP130,1057,,Esme,Houston,Female,No,No,,1275,0.030289,0.01808,85482
+S14000060,S92000003,Aberdeen North,,Scotland,Scotland,Burgh,Liberal Democrat,LD,PP90,17,,Desmond,Bouse,Male,No,No,,2583,0.061361,-0.015942,74392
+S14000060,S92000003,Aberdeen North,,Scotland,Scotland,Burgh,Reform UK,RUK,PP7931,1036,,Kenneth,Leggat,Male,No,No,,3781,0.089821,0.073602,117290
+S14000060,S92000003,Aberdeen North,,Scotland,Scotland,Burgh,Conservative,Con,PP52,4,,Gillian,Tebberen,Female,No,No,,5881,0.139708,-0.105789,74616
+S14000060,S92000003,Aberdeen North,,Scotland,Scotland,Burgh,Labour,Lab,PP53,15,,Lynn,Thomson,Female,No,No,,12773,0.303433,0.183637,21097
+S14000060,S92000003,Aberdeen North,,Scotland,Scotland,Burgh,Scottish National Party,SNP,PP102,29,,Kirsty,Blackman,Female,Yes,Yes,4357,14533,0.345243,-0.183733,6042
+S14000061,S92000003,Aberdeen South,,Scotland,Scotland,Burgh,Independent,Ind,,8,,Sophie,Molly,Female,No,No,,225,0.004855,,114595
+S14000061,S92000003,Aberdeen South,,Scotland,Scotland,Burgh,Scottish Family Party,SFP,PP6380,1016,,Graeme,Craib,Male,No,No,,423,0.009127,,85486
+S14000061,S92000003,Aberdeen South,,Scotland,Scotland,Burgh,Scottish Green Party,Green,PP130,1057,,Guy,Ingerson,Male,No,No,,1609,0.034718,0.029371,20500
+S14000061,S92000003,Aberdeen South,,Scotland,Scotland,Burgh,Liberal Democrat,LD,PP90,17,,Jeff,Goodhall,Male,No,No,,2921,0.063027,-0.04388,21470
+S14000061,S92000003,Aberdeen South,,Scotland,Scotland,Burgh,Reform UK,RUK,PP7931,1036,,Michael,Pearce,Male,No,No,,3199,0.069026,0.065135,117386
+S14000061,S92000003,Aberdeen South,,Scotland,Scotland,Burgh,Conservative,Con,PP52,4,,John,Wheeler,Male,No,No,,11300,0.243823,-0.099766,21078
+S14000061,S92000003,Aberdeen South,,Scotland,Scotland,Burgh,Labour,Lab,PP53,15,,Mohammad,Malik,Male,No,No,,11455,0.247168,0.159495,19868
+S14000061,S92000003,Aberdeen South,,Scotland,Scotland,Burgh,Scottish National Party,SNP,PP102,29,,Stephen,Flynn,Male,Yes,Yes,4735,15213,0.328255,-0.124336,21095
+S14000062,S92000003,Aberdeenshire North and Moray East,,Scotland,Scotland,County ,Liberal Democrat,LD,PP90,17,,Ian,Bailey,Male,No,No,,2782,0.07285,0.028658,85524
+S14000062,S92000003,Aberdeenshire North and Moray East,,Scotland,Scotland,County ,Labour,Lab,PP53,15,,Andy,Brown,Male,No,No,,3876,0.101498,0.05979,74459
+S14000062,S92000003,Aberdeenshire North and Moray East,,Scotland,Scotland,County ,Reform UK,RUK,PP7931,1036,,Jo,Hart,Female,No,No,,5562,0.145648,,117298
+S14000062,S92000003,Aberdeenshire North and Moray East,,Scotland,Scotland,County ,Conservative,Con,PP52,4,,Douglas,Ross,Male,Yes,Yes,4627,12513,0.327668,-0.15552,2756
+S14000062,S92000003,Aberdeenshire North and Moray East,,Scotland,Scotland,County ,Scottish National Party,SNP,PP102,29,,Seamus,Logan,Male,No,No,5280,13455,0.352336,-0.078577,85513
+S14000063,S92000003,Airdrie and Shotts,,Scotland,Scotland,County ,British Unionist Party B.U.P.,BUP,PP2834,1105,,John,Leckie,Male,No,No,,456,0.012437,,35249
+S14000063,S92000003,Airdrie and Shotts,,Scotland,Scotland,County ,Alba Party,Alba,PP12700,1034,,Josh,Robertson,Male,No,No,,623,0.016991,,74466
+S14000063,S92000003,Airdrie and Shotts,,Scotland,Scotland,County ,Liberal Democrat,LD,PP90,17,,Lewis,Younie,Male,No,No,,725,0.019773,-0.015878,86069
+S14000063,S92000003,Airdrie and Shotts,,Scotland,Scotland,County ,Conservative,Con,PP52,4,,Alexandra,Herdman,Female,No,No,,1696,0.046255,-0.126389,22728
+S14000063,S92000003,Airdrie and Shotts,,Scotland,Scotland,County ,Reform UK,RUK,PP7931,1036,,David,Hall,Male,No,No,,2971,0.081029,,117268
+S14000063,S92000003,Airdrie and Shotts,,Scotland,Scotland,County ,Scottish National Party,SNP,PP102,29,,Anum,Qaisar,Female,Yes,Yes,4917,11324,0.308842,-0.137163,8299
+S14000063,S92000003,Airdrie and Shotts,,Scotland,Scotland,County ,Labour,Lab,PP53,15,,Kenneth,Stevenson,Male,No,No,5200,18871,0.514673,0.183562,19890
+E14001063,E12000008,Aldershot,,South East,England,Borough,Hampshire Independents,HI,PP10327,1106,,Steve,James-Bailey,Male,No,No,,282,0.005809,,47708
+E14001063,E12000008,Aldershot,,South East,England,Borough,Green,Green,PP63,44,,Ed,Neville,Male,No,No,,2155,0.044393,0.00891,104012
+E14001063,E12000008,Aldershot,,South East,England,Borough,Liberal Democrat,LD,PP90,17,,Paul,Harris,Male,No,No,,4052,0.083471,-0.091493,36425
+E14001063,E12000008,Aldershot,,South East,England,Borough,Reform UK,RUK,PP7931,1036,,Trevor,Lloyd-Jones,Male,No,No,,8210,0.169125,,104397
+E14001063,E12000008,Aldershot,,South East,England,Borough,Conservative,Con,PP52,4,,Leo,Docherty,Male,Yes,Yes,4600,14081,0.290067,-0.278217,5645
+E14001063,E12000008,Aldershot,,South East,England,Borough,Labour,Lab,PP53,15,,Alex,Baker,Female,No,No,5173,19764,0.407136,0.185865,116264
+E14001064,E12000005,Aldridge-Brownhills,,West Midlands,England,Borough,Green,Green,PP63,44,,Clare,Nash,Female,No,No,,1746,0.042677,0.024228,82753
+E14001064,E12000005,Aldridge-Brownhills,,West Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,Ian,Garrett,Male,No,No,,1755,0.042897,-0.013188,3873
+E14001064,E12000005,Aldridge-Brownhills,,West Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Graham,Eardley,Male,No,No,,9903,0.242056,0.234998,3882
+E14001064,E12000005,Aldridge-Brownhills,,West Midlands,England,Borough,Labour,Lab,PP53,15,,Luke,Davies,Male,No,No,,11607,0.283706,0.068517,96034
+E14001064,E12000005,Aldridge-Brownhills,,West Midlands,England,Borough,Conservative,Con,PP52,4,,Wendy,Morton,Female,Yes,Yes,4358,15901,0.388663,-0.307455,5728
+S14000064,S92000003,Alloa and Grangemouth,,Scotland,Scotland,County ,Workers Party of Britain,WPB,PP11382,1042,,Tom,Flanagan,Male,No,No,,223,0.005412,,116996
+S14000064,S92000003,Alloa and Grangemouth,,Scotland,Scotland,County ,Alba Party,Alba,PP12700,1034,,Kenny,MacAskill,Male,Yes,Yes,4772,638,0.015485,,71831
+S14000064,S92000003,Alloa and Grangemouth,,Scotland,Scotland,County ,Independent,Ind,,8,,Eva,Comrie,Female,No,No,,881,0.021383,,73804
+S14000064,S92000003,Alloa and Grangemouth,,Scotland,Scotland,County ,Liberal Democrat,LD,PP90,17,,Adrian,May,Male,No,No,,1151,0.027936,-0.025198,72985
+S14000064,S92000003,Alloa and Grangemouth,,Scotland,Scotland,County ,Scottish Green Party,Green,PP130,1057,,Nariese,Whyte,Female,No,No,,1421,0.034489,0.019639,117137
+S14000064,S92000003,Alloa and Grangemouth,,Scotland,Scotland,County ,Conservative,Con,PP52,4,,Rachel,Nunn,Female,No,No,,3127,0.075896,-0.1721,85377
+S14000064,S92000003,Alloa and Grangemouth,,Scotland,Scotland,County ,Reform UK,RUK,PP7931,1036,,Richard,Fairley,Male,No,No,,3804,0.092328,0.088451,114569
+S14000064,S92000003,Alloa and Grangemouth,,Scotland,Scotland,County ,Scottish National Party,SNP,PP102,29,,John,Nicolson,Male,Yes,Yes,4415,11917,0.289241,-0.237502,5926
+S14000064,S92000003,Alloa and Grangemouth,,Scotland,Scotland,County ,Labour,Lab,PP53,15,,Brian,Leishman,Male,No,No,5196,18039,0.437829,0.292794,85203
+E14001065,E12000002,Altrincham and Sale West,,North West,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Faisal,Kabir,Male,No,No,,643,0.012497,,116931
+E14001065,E12000002,Altrincham and Sale West,,North West,England,Borough,Green,Green,PP63,44,,Geraldine,Coggins,Female,No,No,,3699,0.071892,0.043296,4639
+E14001065,E12000002,Altrincham and Sale West,,North West,England,Borough,Liberal Democrat,LD,PP90,17,,Jane,Brophy,Female,No,No,,4727,0.091872,-0.018348,1432
+E14001065,E12000002,Altrincham and Sale West,,North West,England,Borough,Reform UK,RUK,PP7931,1036,,Paul,Swansborough,Male,No,No,,4961,0.09642,,4058
+E14001065,E12000002,Altrincham and Sale West,,North West,England,Borough,Conservative,Con,PP52,4,,Oliver,Carroll,Male,No,No,,16624,0.323097,-0.157355,116122
+E14001065,E12000002,Altrincham and Sale West,,North West,England,Borough,Labour,Lab,PP53,15,,Connor,Rand,Male,No,No,5159,20798,0.404221,0.035871,116848
+W07000082,W92000004,Alyn and Deeside,,Wales,Wales,County,Independent,Ind,,8,,Edwin,Duggan,Male,No,No,,1575,0.036297,,116864
+W07000082,W92000004,Alyn and Deeside,,Wales,Wales,County,Green,Green,PP63,44,,Karl,Macnaughton,Male,No,No,,1926,0.044386,,1431
+W07000082,W92000004,Alyn and Deeside,,Wales,Wales,County,Plaid Cymru,PC,PP77,22,,Jack,Morris,Male,No,No,,1938,0.044663,0.010642,74108
+W07000082,W92000004,Alyn and Deeside,,Wales,Wales,County,Liberal Democrat,LD,PP90,17,,Richard,Marbrow,Male,No,No,,2065,0.047589,-0.011532,2160
+W07000082,W92000004,Alyn and Deeside,,Wales,Wales,County,Conservative,Con,PP52,4,,Jeremy,Kent,Male,No,No,,7892,0.181877,-0.237665,72754
+W07000082,W92000004,Alyn and Deeside,,Wales,Wales,County,Reform UK,RUK,PP7931,1036,,Vicki,Roskams,Female,No,No,,9601,0.221262,0.161338,115337
+W07000082,W92000004,Alyn and Deeside,,Wales,Wales,County,Labour,Lab,PP53,15,,Mark,Tami,Male,Yes,Yes,1383,18395,0.423926,-0.003466,688
+E14001066,E12000004,Amber Valley,,East Midlands,England,County,Liberal Democrat,LD,PP90,17,,Kate,Smith,Female,No,No,,1590,0.037384,-0.025651,4920
+E14001066,E12000004,Amber Valley,,East Midlands,England,County,Green,Green,PP63,44,,Matt,McGuinness,Male,No,No,,2278,0.053561,0.023106,8433
+E14001066,E12000004,Amber Valley,,East Midlands,England,County,Conservative,Con,PP52,4,,Nigel,Mills,Male,Yes,Yes,4136,10725,0.252169,-0.386258,1016
+E14001066,E12000004,Amber Valley,,East Midlands,England,County,Reform UK,RUK,PP7931,1036,,Alex,Stevenson,Male,No,No,,12192,0.286661,,15638
+E14001066,E12000004,Amber Valley,,East Midlands,England,County,Labour,Lab,PP53,15,,Linsey,Farnsworth,Female,No,No,5107,15746,0.370224,0.102141,95581
+S14000065,S92000003,Angus and Perthshire Glens,,Scotland,Scotland,County ,Independent,Ind,,8,,Dan,Peña,Male,No,No,,733,0.015481,,116205
+S14000065,S92000003,Angus and Perthshire Glens,,Scotland,Scotland,County ,Liberal Democrat,LD,PP90,17,,Claire,McLaren,Female,No,No,,3156,0.066655,0.017086,73542
+S14000065,S92000003,Angus and Perthshire Glens,,Scotland,Scotland,County ,Reform UK,RUK,PP7931,1036,,Kenneth,Morton,Male,No,No,,3246,0.068556,0.062738,74123
+S14000065,S92000003,Angus and Perthshire Glens,,Scotland,Scotland,County ,Labour,Lab,PP53,15,,Elizabeth,Carr-Ellis,Female,No,No,,6799,0.143596,0.101118,95889
+S14000065,S92000003,Angus and Perthshire Glens,,Scotland,Scotland,County ,Conservative,Con,PP52,4,,Stephen,Kerr,Male,No,Yes,4604,14272,0.301428,-0.096542,5524
+S14000065,S92000003,Angus and Perthshire Glens,,Scotland,Scotland,County ,Scottish National Party,SNP,PP102,29,,Dave,Doogan,Male,Yes,Yes,4736,19142,0.404283,-0.099881,15353
+S14000066,S92000003,Arbroath and Broughty Ferry,,Scotland,Scotland,County ,Sovereignty,Svr,PP12666,1088,,Moira,Brown,Female,No,No,,231,0.005236,,117350
+S14000066,S92000003,Arbroath and Broughty Ferry,,Scotland,Scotland,County ,Alba Party,Alba,PP12700,1034,,Ghazi,Khan,Male,No,No,,693,0.015708,,114478
+S14000066,S92000003,Arbroath and Broughty Ferry,,Scotland,Scotland,County ,Liberal Democrat,LD,PP90,17,,David,Evans,Male,No,No,,2249,0.050978,-0.028985,5521
+S14000066,S92000003,Arbroath and Broughty Ferry,,Scotland,Scotland,County ,Reform UK,RUK,PP7931,1036,,Gwen,Wood,Female,No,No,,3800,0.086135,,117369
+S14000066,S92000003,Arbroath and Broughty Ferry,,Scotland,Scotland,County ,Conservative,Con,PP52,4,,Richard,Brooks,Male,No,No,,6841,0.155065,-0.14754,84288
+S14000066,S92000003,Arbroath and Broughty Ferry,,Scotland,Scotland,County ,Labour,Lab,PP53,15,,Cheryl-Ann,Cruickshank,Female,No,No,,14722,0.333704,0.23162,116206
+S14000066,S92000003,Arbroath and Broughty Ferry,,Scotland,Scotland,County ,Scottish National Party,SNP,PP102,29,,Stephen,Gethins,Male,No,Yes,4434,15581,0.353175,-0.156188,5925
+S14000067,S92000003,"Argyll, Bute and South Lochaber",,Scotland,Scotland,County ,Independent,Ind,,8,,Tommy,MacPherson,Male,No,No,,941,0.020975,,85913
+S14000067,S92000003,"Argyll, Bute and South Lochaber",,Scotland,Scotland,County ,Reform UK,RUK,PP7931,1036,,Melanie,Hurst,Female,No,No,,3045,0.067875,0.06681,4567
+S14000067,S92000003,"Argyll, Bute and South Lochaber",,Scotland,Scotland,County ,Liberal Democrat,LD,PP90,17,,Alan,Reid,Male,No,Yes,1385,7359,0.164036,0.022652,3231
+S14000067,S92000003,"Argyll, Bute and South Lochaber",,Scotland,Scotland,County ,Labour,Lab,PP53,15,,Hamish,Maxwell,Male,No,No,,8585,0.191365,0.120554,116208
+S14000067,S92000003,"Argyll, Bute and South Lochaber",,Scotland,Scotland,County ,Conservative,Con,PP52,4,,Amanda,Hampsey,Female,No,No,,9350,0.208417,-0.136685,85942
+S14000067,S92000003,"Argyll, Bute and South Lochaber",,Scotland,Scotland,County ,Scottish National Party,SNP,PP102,29,,Brendan,O'Hara,Male,Yes,Yes,4371,15582,0.347332,-0.094307,6044
+E14001067,E12000008,Arundel and South Downs,,South East,England,County,Social Democratic Party,SDP,PP243,32,,Mike,Smith,Male,No,No,,184,0.003361,,117295
+E14001067,E12000008,Arundel and South Downs,,South East,England,County,Green,Green,PP63,44,,Steve,McAuliffe,Male,No,No,,5515,0.100749,0.060959,95444
+E14001067,E12000008,Arundel and South Downs,,South East,England,County,Reform UK,RUK,PP7931,1036,,David,Thomas,Male,No,No,,7391,0.13502,,116265
+E14001067,E12000008,Arundel and South Downs,,South East,England,County,Labour,Lab,PP53,15,,Christopher,Philipsborn,Male,No,No,,9782,0.178699,0.021949,116267
+E14001067,E12000008,Arundel and South Downs,,South East,England,County,Liberal Democrat,LD,PP90,17,,Richard,Allen,Male,No,No,,9867,0.180252,-0.009267,101124
+E14001067,E12000008,Arundel and South Downs,,South East,England,County,Conservative,Con,PP52,4,,Andrew,Griffith,Male,Yes,Yes,4874,22001,0.401918,-0.202453,72040
+E14001068,E12000004,Ashfield,,East Midlands,England,County,Liberal Democrat,LD,PP90,17,,Daniel,Holmes,Male,No,No,,619,0.015521,-0.005201,102675
+E14001068,E12000004,Ashfield,,East Midlands,England,County,Green,Green,PP63,44,,Alexander,Coates,Male,No,No,,1100,0.027581,0.014473,116655
+E14001068,E12000004,Ashfield,,East Midlands,England,County,Conservative,Con,PP52,4,,Debbie,Soloman,Female,No,No,,3271,0.082017,-0.310029,71847
+E14001068,E12000004,Ashfield,,East Midlands,England,County,Ashfield Independents,Ash,PP3902,264,,Jason,Zadrozny,Male,No,No,,6276,0.157364,-0.11121,3232
+E14001068,E12000004,Ashfield,,East Midlands,England,County,Labour,Lab,PP53,15,,Rhea,Keehn,Female,No,No,,11554,0.289705,0.033913,4366
+E14001068,E12000004,Ashfield,,East Midlands,England,County,Reform UK,RUK,PP7931,1036,,Lee,Anderson,Male,Yes,Yes,4743,17062,0.427812,0.378055,55799
+E14001069,E12000008,Ashford,,South East,England,County,Consensus,Cnsn,PP14170,211,,James,Ransley,Male,No,No,,1289,0.02744,,62398
+E14001069,E12000008,Ashford,,South East,England,County,Liberal Democrat,LD,PP90,17,,Adam,Rowledge,Male,No,No,,2445,0.052049,-0.054499,104578
+E14001069,E12000008,Ashford,,South East,England,County,Green,Green,PP63,44,,Mandy,Rossi,Female,No,No,,4355,0.092709,0.046722,5151
+E14001069,E12000008,Ashford,,South East,England,County,Reform UK,RUK,PP7931,1036,,Tristram,Kennedy Harper,Male,No,No,,10141,0.215881,,40163
+E14001069,E12000008,Ashford,,South East,England,County,Conservative,Con,PP52,4,,Damian,Green,Male,Yes,Yes,76,13483,0.287025,-0.30498,3486
+E14001069,E12000008,Ashford,,South East,England,County,Labour,Lab,PP53,15,,Sojan,Joseph,Male,No,No,5247,15262,0.324896,0.08718,78971
+E14001070,E12000002,Ashton-under-Lyne,,North West,England,Borough,Liberal Democrat,LD,PP90,17,,Dominic,Hardwick,Male,No,No,,1411,0.03979,-0.003084,14417
+E14001070,E12000002,Ashton-under-Lyne,,North West,England,Borough,Green,Green,PP63,44,,Lee,Huntbach,Male,No,No,,2481,0.069964,0.035162,41884
+E14001070,E12000002,Ashton-under-Lyne,,North West,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Aroma,Hassan,Female,No,No,,2835,0.079947,,116123
+E14001070,E12000002,Ashton-under-Lyne,,North West,England,Borough,Conservative,Con,PP52,4,,Lizzie,Hacking,Female,No,No,,4375,0.123375,-0.238614,82353
+E14001070,E12000002,Ashton-under-Lyne,,North West,England,Borough,Reform UK,RUK,PP7931,1036,,Robert,Barrowcliffe,Male,No,No,,8784,0.247709,0.162686,117390
+E14001070,E12000002,Ashton-under-Lyne,,North West,England,Borough,Labour,Lab,PP53,15,,Angela,Rayner,Female,Yes,Yes,4356,15575,0.439215,-0.036097,5189
+E14001071,E12000008,Aylesbury,,South East,England,County,Social Democratic Party,SDP,PP243,32,,Richard,Wilding,Male,No,No,,116,0.002323,,117174
+E14001071,E12000008,Aylesbury,,South East,England,County,Workers Party of Britain,WPB,PP11382,1042,,Jan,Gajdos,Male,No,No,,516,0.010332,,114700
+E14001071,E12000008,Aylesbury,,South East,England,County,Green,Green,PP63,44,,Julie,Atkins,Female,No,No,,2590,0.051862,0.022478,35205
+E14001071,E12000008,Aylesbury,,South East,England,County,Reform UK,RUK,PP7931,1036,,Lesley,Taylor,Female,No,No,,6746,0.135082,0.129744,104553
+E14001071,E12000008,Aylesbury,,South East,England,County,Liberal Democrat,LD,PP90,17,,Steve,Lambert,Male,No,No,,10440,0.209051,-0.00982,4100
+E14001071,E12000008,Aylesbury,,South East,England,County,Conservative,Con,PP52,4,,Rob,Butler,Male,Yes,Yes,4745,14451,0.289367,-0.227562,72029
+E14001071,E12000008,Aylesbury,,South East,England,County,Labour,Lab,PP53,15,,Laura,Kyrke-Smith,Female,No,No,5341,15081,0.301982,0.072505,78206
+S14000107,S92000003,"Ayr, Carrick and Cumnock",,Scotland,Scotland,County ,Alba Party,Alba,PP12700,1034,,Corri,Wilson,Female,No,Yes,4448,472,0.01153,,5927
+S14000107,S92000003,"Ayr, Carrick and Cumnock",,Scotland,Scotland,County ,Scottish Green Party,Green,PP130,1057,,Korin,Vallance,Male,No,No,,886,0.021644,,117138
+S14000107,S92000003,"Ayr, Carrick and Cumnock",,Scotland,Scotland,County ,Liberal Democrat,LD,PP90,17,,Paul,Kennedy,Male,No,No,,1081,0.026407,-0.01991,5072
+S14000107,S92000003,"Ayr, Carrick and Cumnock",,Scotland,Scotland,County ,Reform UK,RUK,PP7931,1036,,Andrew,Russell,Male,No,No,,3544,0.086574,,85778
+S14000107,S92000003,"Ayr, Carrick and Cumnock",,Scotland,Scotland,County ,Conservative,Con,PP52,4,,Martin,Dowey,Male,No,No,,9247,0.225889,-0.15922,22534
+S14000107,S92000003,"Ayr, Carrick and Cumnock",,Scotland,Scotland,County ,Scottish National Party,SNP,PP102,29,,Allan,Dorans,Male,Yes,Yes,4740,10776,0.26324,-0.171856,22533
+S14000107,S92000003,"Ayr, Carrick and Cumnock",,Scotland,Scotland,County ,Labour,Lab,PP53,15,,Elaine,Stewart,Female,No,No,5206,14930,0.364716,0.231238,22378
+E14001072,E12000008,Banbury,,South East,England,County,Social Democratic Party,SDP,PP243,32,,Declan,Soper,Male,No,No,,155,0.003217,,116269
+E14001072,E12000008,Banbury,,South East,England,County,Climate Party,Cli,PP12958,1053,,Chris,Nevile,Male,No,No,,242,0.005023,,117246
+E14001072,E12000008,Banbury,,South East,England,County,Independent,Ind,,8,,Cassi,Bellingham,Female,No,No,,850,0.017643,,110648
+E14001072,E12000008,Banbury,,South East,England,County,Green,Green,PP63,44,,Arron,Baker,Male,No,No,,2615,0.054278,0.02515,98551
+E14001072,E12000008,Banbury,,South East,England,County,Liberal Democrat,LD,PP90,17,,Liz,Adams,Female,No,No,,4352,0.090332,-0.113073,4535
+E14001072,E12000008,Banbury,,South East,England,County,Reform UK,RUK,PP7931,1036,,Paul,Topley,Male,No,No,,6284,0.130433,,117247
+E14001072,E12000008,Banbury,,South East,England,County,Conservative,Con,PP52,4,,Victoria,Prentis,Female,Yes,Yes,4401,15212,0.315746,-0.203778,4907
+E14001072,E12000008,Banbury,,South East,England,County,Labour,Lab,PP53,15,,Sean,Woodcock,Male,No,No,5328,18468,0.383328,0.135385,4258
+W07000083,W92000004,Bangor Aberconwy,,Wales,Wales,County,Climate Party,Cli,PP12958,1053,,Steve,Marshall,Male,No,No,,104,0.002496,,117531
+W07000083,W92000004,Bangor Aberconwy,,Wales,Wales,County,Socialist Labour Party,SL,PP73,147,,Kathrine,Jones,Female,No,No,,424,0.010178,,5755
+W07000083,W92000004,Bangor Aberconwy,,Wales,Wales,County,Green,Green,PP63,44,,Petra,Haig,Female,No,No,,1361,0.032669,,6949
+W07000083,W92000004,Bangor Aberconwy,,Wales,Wales,County,Liberal Democrat,LD,PP90,17,,Rachael,Roberts,Female,No,No,,1524,0.036582,-0.007668,89237
+W07000083,W92000004,Bangor Aberconwy,,Wales,Wales,County,Reform UK,RUK,PP7931,1036,,John,Clark,Male,No,No,,6091,0.146207,0.136808,115344
+W07000083,W92000004,Bangor Aberconwy,,Wales,Wales,County,Conservative,Con,PP52,4,,Robin,Millar,Male,Yes,Yes,4746,9036,0.216899,-0.18294,2283
+W07000083,W92000004,Bangor Aberconwy,,Wales,Wales,County,Plaid Cymru,PC,PP77,22,,Catrin,Wager,Female,No,No,,9112,0.218723,0.056577,25271
+W07000083,W92000004,Bangor Aberconwy,,Wales,Wales,County,Labour,Lab,PP53,15,,Claire,Hughes,Female,No,No,5113,14008,0.336246,-0.04812,115343
+E14001073,E12000007,Barking,,London,England,Borough,Christian Peoples Alliance Party,CPA,PP79,80,,Lucy,Baiye-Gaman,Female,No,No,,449,0.012309,,76811
+E14001073,E12000007,Barking,,London,England,Borough,Independent,Ind,,8,,Dee,Dias,Female,No,No,,753,0.020643,,117537
+E14001073,E12000007,Barking,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Charley,Hasted,Non-binary,No,No,,1015,0.027826,-0.005232,34562
+E14001073,E12000007,Barking,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Muhammad,Asim,Male,No,No,,3578,0.098089,,117536
+E14001073,E12000007,Barking,,London,England,Borough,Conservative,Con,PP52,4,,Julie,Redmond,Female,No,No,,4294,0.117718,-0.150524,88152
+E14001073,E12000007,Barking,,London,England,Borough,Green,Green,PP63,44,,Simon,Anthony,Male,No,No,,4988,0.136744,0.118459,88537
+E14001073,E12000007,Barking,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Clive,Peacock,Male,No,No,,5173,0.141815,0.070775,116642
+E14001073,E12000007,Barking,,London,England,Borough,Labour,Lab,PP53,15,,Nesil,Caliskan,Female,No,No,5180,16227,0.444856,-0.16452,43222
+E14001074,E12000003,Barnsley North,,Yorkshire and The Humber,England,County,English Democrats,ED,PP17,90,,Janus,Polenceusz,Male,No,No,,42,0.001138,,1528
+E14001074,E12000003,Barnsley North,,Yorkshire and The Humber,England,County,The Yorkshire Party,Yrks,PP2055,262,,Tony,Devoy,Male,No,No,,603,0.016344,,7226
+E14001074,E12000003,Barnsley North,,Yorkshire and The Humber,England,County,Independent,Ind,,8,,Neil,Fisher,Male,No,No,,616,0.016696,,76256
+E14001074,E12000003,Barnsley North,,Yorkshire and The Humber,England,County,Liberal Democrat,LD,PP90,17,,Penny,Baker,Female,No,No,,1336,0.036212,0.00051,6369
+E14001074,E12000003,Barnsley North,,Yorkshire and The Humber,England,County,Green,Green,PP63,44,,Tom,Heyes,Male,No,No,,1805,0.048924,0.025295,46749
+E14001074,E12000003,Barnsley North,,Yorkshire and The Humber,England,County,Conservative,Con,PP52,4,,Tamas,Kovacs,Male,No,No,,3083,0.083564,-0.156162,75707
+E14001074,E12000003,Barnsley North,,Yorkshire and The Humber,England,County,Reform UK,RUK,PP7931,1036,,Robert,Lomas,Male,No,No,,10799,0.292703,-0.002688,110248
+E14001074,E12000003,Barnsley North,,Yorkshire and The Humber,England,County,Labour,Lab,PP53,15,,Dan,Jarvis,Male,Yes,Yes,4243,18610,0.504418,0.119054,5266
+E14001075,E12000003,Barnsley South,,Yorkshire and The Humber,England,County,English Democrats,ED,PP17,90,,Maxine,Spencer,Female,No,No,,149,0.004247,,508
+E14001075,E12000003,Barnsley South,,Yorkshire and The Humber,England,County,Socialist Labour Party,SL,PP73,147,,Terry,Robinson,Male,No,No,,227,0.006471,,1353
+E14001075,E12000003,Barnsley South,,Yorkshire and The Humber,England,County,The Yorkshire Party,Yrks,PP2055,262,,Simon,Biltcliffe,Male,No,No,,716,0.020409,,84271
+E14001075,E12000003,Barnsley South,,Yorkshire and The Humber,England,County,Liberal Democrat,LD,PP90,17,,Simon,Clement-Jones,Male,No,No,,1172,0.033407,-0.001545,432
+E14001075,E12000003,Barnsley South,,Yorkshire and The Humber,England,County,Green,Green,PP63,44,,Trevor,Mayne,Male,No,No,,1521,0.043356,0.022747,98823
+E14001075,E12000003,Barnsley South,,Yorkshire and The Humber,England,County,Conservative,Con,PP52,4,,Suzanne,Pearson,Female,No,No,,3247,0.092555,-0.133984,117068
+E14001075,E12000003,Barnsley South,,Yorkshire and The Humber,England,County,Reform UK,RUK,PP7931,1036,,David,White,Male,No,No,,11651,0.332108,0.039797,79642
+E14001075,E12000003,Barnsley South,,Yorkshire and The Humber,England,County,Labour,Lab,PP53,15,,Stephanie,Peacock,Female,Yes,Yes,4607,16399,0.467448,0.049297,4345
+E14001076,E12000002,Barrow and Furness,,North West,England,County,Party of Women,POW,PP17545,1102,,Lisa,Morgan,Female,No,No,,290,0.006869,,117561
+E14001076,E12000002,Barrow and Furness,,North West,England,County,Green,Green,PP63,44,,Lorraine,Wrennall,Female,No,No,,1466,0.034722,0.019337,116125
+E14001076,E12000002,Barrow and Furness,,North West,England,County,Liberal Democrat,LD,PP90,17,,Adrian,Waite,Male,No,No,,1680,0.039791,-0.005287,92821
+E14001076,E12000002,Barrow and Furness,,North West,England,County,Reform UK,RUK,PP7931,1036,,Barry,Morgan,Male,No,No,,7035,0.166623,0.139548,116124
+E14001076,E12000002,Barrow and Furness,,North West,England,County,Conservative,Con,PP52,4,,Simon,Fell,Male,Yes,Yes,4744,13213,0.312949,-0.217573,5174
+E14001076,E12000002,Barrow and Furness,,North West,England,County,Labour,Lab,PP53,15,,Michelle,Scrogham,Female,No,No,5049,18537,0.439047,0.057106,92650
+E14001077,E12000006,Basildon and Billericay,,East of England,England,Borough,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,Dave,Murray,Male,No,No,,192,0.004558,,88301
+E14001077,E12000006,Basildon and Billericay,,East of England,England,Borough,British Democratic Party,BDP,PP1765,200,,Christopher,Bateman,Male,No,No,,373,0.008855,,77652
+E14001077,E12000006,Basildon and Billericay,,East of England,England,Borough,Green,Green,PP63,44,,Stewart,Goshawk,Male,No,No,,2123,0.050399,0.020625,71287
+E14001077,E12000006,Basildon and Billericay,,East of England,England,Borough,Liberal Democrat,LD,PP90,17,,Edward,Sainsbury,Male,No,No,,2292,0.054411,-0.029831,36480
+E14001077,E12000006,Basildon and Billericay,,East of England,England,Borough,Reform UK,RUK,PP7931,1036,,Stephen,Conlay,Male,No,No,,11354,0.269538,,115928
+E14001077,E12000006,Basildon and Billericay,,East of England,England,Borough,Labour,Lab,PP53,15,,Alex,Harrison,Male,No,No,,12885,0.305883,0.089931,9640
+E14001077,E12000006,Basildon and Billericay,,East of England,England,Borough,Conservative,Con,PP52,4,,Richard,Holden,Male,Yes,Yes,4813,12905,0.306357,-0.352448,5777
+E14001078,E12000008,Basingstoke,,South East,England,Borough,Hampshire Independents,HI,PP10327,1106,,Alan,Stone,Male,No,No,,571,0.011656,,9733
+E14001078,E12000008,Basingstoke,,South East,England,Borough,Liberal Democrat,LD,PP90,17,,Richard,Whelan,Male,No,No,,3176,0.064831,-0.067972,34954
+E14001078,E12000008,Basingstoke,,South East,England,Borough,Green,Green,PP63,44,,Michael,Howard-Sorrell,Male,No,No,,3568,0.072833,0.033619,74083
+E14001078,E12000008,Basingstoke,,South East,England,Borough,Reform UK,RUK,PP7931,1036,,Ray,Saint,Male,No,No,,6314,0.128886,,114709
+E14001078,E12000008,Basingstoke,,South East,England,Borough,Conservative,Con,PP52,4,,Maria,Miller,Female,Yes,Yes,1480,14438,0.294719,-0.232156,2525
+E14001078,E12000008,Basingstoke,,South East,England,Borough,Labour,Lab,PP53,15,,Luke,Murphy,Male,No,No,5248,20922,0.427075,0.140543,36243
+E14001079,E12000004,Bassetlaw,,East Midlands,England,County,Green,Green,PP63,44,,Rachel,Reeves,Female,No,No,,1947,0.043384,,98618
+E14001079,E12000004,Bassetlaw,,East Midlands,England,County,Liberal Democrat,LD,PP90,17,,Helen,Tamblyn-Saville,Female,No,No,,1996,0.044476,-0.022852,49193
+E14001079,E12000004,Bassetlaw,,East Midlands,England,County,Reform UK,RUK,PP7931,1036,,Frank,Ward,Male,No,No,,9751,0.217278,0.108777,5842
+E14001079,E12000004,Bassetlaw,,East Midlands,England,County,Conservative,Con,PP52,4,,Brendan,Clarke-Smith,Male,Yes,Yes,4756,12708,0.283168,-0.260931,65408
+E14001079,E12000004,Bassetlaw,,East Midlands,England,County,Labour,Lab,PP53,15,,Jo,White,Female,No,No,5105,18476,0.411694,0.131622,60365
+E14001080,E12000009,Bath,,South West,England,County,Independent,Ind,,8,,A,ON,Male,No,No,,25,0.000519,,3496
+E14001080,E12000009,Bath,,South West,England,County,Independent,Ind,,8,,Bill,Blockhead,Male,No,No,,169,0.003511,,72585
+E14001080,E12000009,Bath,,South West,England,County,Workers Party of Britain,WPB,PP11382,1042,,Matthew,Alford,Male,No,No,,230,0.004779,,117368
+E14001080,E12000009,Bath,,South West,England,County,Independent,Ind,,8,,Colin,Blackburn,Male,No,No,,1749,0.036339,,52594
+E14001080,E12000009,Bath,,South West,England,County,Reform UK,RUK,PP7931,1036,,Teresa,Hall,Female,No,No,,3798,0.078911,0.067623,115070
+E14001080,E12000009,Bath,,South West,England,County,Green,Green,PP63,44,,Dom,Tristram,Male,No,No,,5952,0.123665,0.121098,4707
+E14001080,E12000009,Bath,,South West,England,County,Conservative,Con,PP52,4,,James,Wright,Male,No,No,,7659,0.159132,-0.16176,72691
+E14001080,E12000009,Bath,,South West,England,County,Labour,Lab,PP53,15,,Dan,Bewley,Male,No,No,,8665,0.180033,0.054849,49611
+E14001080,E12000009,Bath,,South West,England,County,Liberal Democrat,LD,PP90,17,,Wera,Hobhouse,Female,Yes,Yes,4602,19883,0.41311,-0.120964,3720
+S14000068,S92000003,Bathgate and Linlithgow,,Scotland,Scotland,County ,Independent,Ind,,8,,Stuart,McArthur,Male,No,No,,229,0.005444,,117409
+S14000068,S92000003,Bathgate and Linlithgow,,Scotland,Scotland,County ,Independence for Scotland Party,ISP,PP11433,1058,,John,Hannah,Male,No,No,,382,0.009081,,83825
+S14000068,S92000003,Bathgate and Linlithgow,,Scotland,Scotland,County ,Scottish Green Party,Green,PP130,1057,,Simon,Jay,Male,No,No,,1390,0.033044,0.011251,116210
+S14000068,S92000003,Bathgate and Linlithgow,,Scotland,Scotland,County ,Liberal Democrat,LD,PP90,17,,Sally,Pattle,Female,No,No,,2171,0.051611,-0.030584,22418
+S14000068,S92000003,Bathgate and Linlithgow,,Scotland,Scotland,County ,Conservative,Con,PP52,4,,Lynn,Munro,Female,No,No,,3144,0.074741,-0.171674,22553
+S14000068,S92000003,Bathgate and Linlithgow,,Scotland,Scotland,County ,Reform UK,RUK,PP7931,1036,,Jamie,McNamee,Male,No,No,,3524,0.083775,0.064629,117410
+S14000068,S92000003,Bathgate and Linlithgow,,Scotland,Scotland,County ,Scottish National Party,SNP,PP102,29,,Martyn,Day,Male,Yes,Yes,4488,11451,0.272222,-0.157835,6053
+S14000068,S92000003,Bathgate and Linlithgow,,Scotland,Scotland,County ,Labour and Co-operative,Lab,PP53,15,PP119,Kirsteen,Sullivan,Female,No,No,5179,19774,0.470082,0.282141,22464
+E14001081,E12000007,Battersea,,London,England,Borough,Social Democratic Party,SDP,PP243,32,,Ed,Dampier,Male,No,No,,149,0.003165,,116867
+E14001081,E12000007,Battersea,,London,England,Borough,Independent,Ind,,8,,Jake,Thomas,Male,No,No,,216,0.004588,,72131
+E14001081,E12000007,Battersea,,London,England,Borough,Rejoin EU,REU,PP11423,1040,,Georgina,Burford-Connole,Female,No,No,,401,0.008517,,117279
+E14001081,E12000007,Battersea,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Daniel,Smith,Male,No,No,,499,0.010599,,117280
+E14001081,E12000007,Battersea,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Barry,Edwards,Male,No,No,,2825,0.060002,0.053629,5087
+E14001081,E12000007,Battersea,,London,England,Borough,Green,Green,PP63,44,,Joe,Taylor,Male,No,No,,4239,0.090034,0.065197,92613
+E14001081,E12000007,Battersea,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Francis,Chubb,Male,No,No,,4826,0.102502,-0.048924,115978
+E14001081,E12000007,Battersea,,London,England,Borough,Conservative,Con,PP52,4,,Tom,Pridham,Male,No,No,,10944,0.232446,-0.121373,84436
+E14001081,E12000007,Battersea,,London,England,Borough,Labour,Lab,PP53,15,,Marsha,De Cordova,Female,Yes,Yes,4676,22983,0.488148,0.024603,34349
+E14001082,E12000008,Beaconsfield,,South East,England,County,Independent,Ind,,8,,Cole,Caesar,Male,No,No,,104,0.002179,,117541
+E14001082,E12000008,Beaconsfield,,South East,England,County,Social Democratic Party,SDP,PP243,32,,Catherine,Harker,Female,No,No,,131,0.002745,,116272
+E14001082,E12000008,Beaconsfield,,South East,England,County,Independent,Ind,,8,,Pippa,Allen,Female,No,No,,710,0.014877,,117540
+E14001082,E12000008,Beaconsfield,,South East,England,County,Green,Green,PP63,44,,Dominick,Pegram,Male,No,No,,1977,0.041424,0.00466,116690
+E14001082,E12000008,Beaconsfield,,South East,England,County,Reform UK,RUK,PP7931,1036,,John,Halsall,Male,No,No,,6055,0.12687,,15007
+E14001082,E12000008,Beaconsfield,,South East,England,County,Labour,Lab,PP53,15,,Matthew,Patterson,Male,No,No,,7216,0.151196,0.05219,116792
+E14001082,E12000008,Beaconsfield,,South East,England,County,Liberal Democrat,LD,PP90,17,,Anna,Crabtree,Female,No,No,,13039,0.273205,,81400
+E14001082,E12000008,Beaconsfield,,South East,England,County,Conservative,Con,PP52,4,,Joy,Morrissey,Female,Yes,Yes,4759,18494,0.387504,-0.16749,8004
+E14001083,E12000007,Beckenham and Penge,,London,England,Borough,Green,Green,PP63,44,,Ruth,Fabricant,Female,No,No,,3830,0.073341,0.033169,5234
+E14001083,E12000007,Beckenham and Penge,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Chloe-Jane,Ross,Female,No,No,,4436,0.084945,-0.075625,47808
+E14001083,E12000007,Beckenham and Penge,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Edward,Apostolides,Male,No,No,,5355,0.102543,0.094828,74732
+E14001083,E12000007,Beckenham and Penge,,London,England,Borough,Conservative,Con,PP52,4,,Hannah,Gray,Female,No,No,,12848,0.246027,-0.144499,48133
+E14001083,E12000007,Beckenham and Penge,,London,England,Borough,Labour,Lab,PP53,15,,Liam,Conlon,Male,No,No,5132,25753,0.493145,0.092127,115980
+E14001084,E12000006,Bedford,,East of England,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Prince,Chaudhury,Male,No,No,,996,0.024496,,5177
+E14001084,E12000006,Bedford,,East of England,England,Borough,Independent,Ind,,8,,Tarek,Javed,Male,No,No,,1442,0.035466,,117296
+E14001084,E12000006,Bedford,,East of England,England,Borough,Green,Green,PP63,44,,Ben,Foley,Male,No,No,,2394,0.05888,0.039053,1602
+E14001084,E12000006,Bedford,,East of England,England,Borough,Liberal Democrat,LD,PP90,17,,Henry,Vann,Male,No,No,,4025,0.098994,-0.001257,3114
+E14001084,E12000006,Bedford,,East of England,England,Borough,Reform UK,RUK,PP7931,1036,,Matt,Lansley,Male,No,No,,4548,0.111857,0.094819,117297
+E14001084,E12000006,Bedford,,East of England,England,Borough,Conservative,Con,PP52,4,,Pinder,Chauhan,Female,No,No,,8912,0.219189,-0.200312,30442
+E14001084,E12000006,Bedford,,East of England,England,Borough,Labour,Lab,PP53,15,,Mohammad,Yasin,Male,Yes,Yes,4598,18342,0.451118,0.007734,19413
+N05000001,N92000002,Belfast East,,Northern Ireland,Northern Ireland,Borough,Independent,Ind,,8,,Ryan,North,Male,No,No,,162,0.003793,,117813
+N05000001,N92000002,Belfast East,,Northern Ireland,Northern Ireland,Borough,Social Democratic and Labour Party,SDLP,PP55,31,,Séamas,De Faoite,Male,No,No,,619,0.014494,-0.028474,19745
+N05000001,N92000002,Belfast East,,Northern Ireland,Northern Ireland,Borough,Green Party Northern Ireland,Green,PP305,44,,Brian,Smyth,Male,No,No,,1077,0.025219,,50553
+N05000001,N92000002,Belfast East,,Northern Ireland,Northern Ireland,Borough,Ulster Unionist Party,UUP,PP83,38,,Ryan,Warren,Male,No,No,,1818,0.04257,-0.014625,117116
+N05000001,N92000002,Belfast East,,Northern Ireland,Northern Ireland,Borough,Traditional Unionist Voice,TUV,PP680,158,,John,Ross,Male,No,No,,1918,0.044912,,84284
+N05000001,N92000002,Belfast East,,Northern Ireland,Northern Ireland,Borough,Alliance,APNI,PP103,1,,Naomi,Long,Female,No,Yes,3920,17218,0.403175,-0.017647,2454
+N05000001,N92000002,Belfast East,,Northern Ireland,Northern Ireland,Borough,Democratic Unionist Party,DUP,PP70,7,,Gavin,Robinson,Male,Yes,Yes,4360,19894,0.465836,-0.013178,4595
+N05000002,N92000002,Belfast North,,Northern Ireland,Northern Ireland,Borough,People Before Profit Alliance,PBPA,PP773,177,,Fiona,Ferguson,Female,No,No,,946,0.023386,0.022202,11371
+N05000002,N92000002,Belfast North,,Northern Ireland,Northern Ireland,Borough,Green Party Northern Ireland,Green,PP305,44,,Mal,O'Hara,Male,No,No,,1206,0.029813,,11378
+N05000002,N92000002,Belfast North,,Northern Ireland,Northern Ireland,Borough,Social Democratic and Labour Party,SDLP,PP55,31,,Carl,Whyte,Male,No,No,,1413,0.03493,0.030256,49541
+N05000002,N92000002,Belfast North,,Northern Ireland,Northern Ireland,Borough,Traditional Unionist Voice,TUV,PP680,158,,David,Clarke,Male,No,No,,2877,0.071121,,116915
+N05000002,N92000002,Belfast North,,Northern Ireland,Northern Ireland,Borough,Alliance,APNI,PP103,1,,Nuala,McAllister,Female,No,No,,4274,0.105656,-0.000264,11374
+N05000002,N92000002,Belfast North,,Northern Ireland,Northern Ireland,Borough,Democratic Unionist Party,DUP,PP70,7,,Phillip,Brett,Male,No,No,,12062,0.298181,-0.105205,49673
+N05000002,N92000002,Belfast North,,Northern Ireland,Northern Ireland,Borough,Sinn Fein,SF,PP39,30,,John,Finucane,Male,Yes,Yes,4823,17674,0.436913,-0.044142,34499
+N05000003,N92000002,Belfast South and Mid Down,,Northern Ireland,Northern Ireland,Borough,Green Party Northern Ireland,Green,PP305,44,,Áine,Groogan,Female,No,No,,1577,0.03626,0.034729,49791
+N05000003,N92000002,Belfast South and Mid Down,,Northern Ireland,Northern Ireland,Borough,Traditional Unionist Voice,TUV,PP680,158,,Dan,Boucher,Male,No,No,,2218,0.050999,,12598
+N05000003,N92000002,Belfast South and Mid Down,,Northern Ireland,Northern Ireland,Borough,Ulster Unionist Party,UUP,PP83,38,,Michael,Henderson,Male,No,No,,2653,0.061001,0.025276,19709
+N05000003,N92000002,Belfast South and Mid Down,,Northern Ireland,Northern Ireland,Borough,Democratic Unionist Party,DUP,PP70,7,,Tracy,Kelly,Female,No,No,,6859,0.157711,-0.09585,49681
+N05000003,N92000002,Belfast South and Mid Down,,Northern Ireland,Northern Ireland,Borough,Alliance,APNI,PP103,1,,Kate,Nicholl,Female,No,No,,8839,0.203237,0.049091,6989
+N05000003,N92000002,Belfast South and Mid Down,,Northern Ireland,Northern Ireland,Borough,Social Democratic and Labour Party,SDLP,PP55,31,,Claire,Hanna,Female,Yes,Yes,4827,21345,0.490791,-0.042239,3475
+N05000004,N92000002,Belfast West,,Northern Ireland,Northern Ireland,Borough,Independent,Ind,,8,,Tony,Mallon,Male,No,No,,161,0.004051,,84451
+N05000004,N92000002,Belfast West,,Northern Ireland,Northern Ireland,Borough,Green Party Northern Ireland,Green,PP305,44,,Ash,Jones,Female,No,No,,451,0.011348,,95766
+N05000004,N92000002,Belfast West,,Northern Ireland,Northern Ireland,Borough,Ulster Unionist Party,UUP,PP83,38,,Ben,Sharkey,Male,No,No,,461,0.0116,0.002975,117109
+N05000004,N92000002,Belfast West,,Northern Ireland,Northern Ireland,Borough,Aontú,AONT,PP7968,1025,,Gerard,Herdman,Male,No,No,,904,0.022746,-0.014527,84445
+N05000004,N92000002,Belfast West,,Northern Ireland,Northern Ireland,Borough,Alliance,APNI,PP103,1,,Eóin,Millar,Male,No,No,,1077,0.027099,-0.044231,95765
+N05000004,N92000002,Belfast West,,Northern Ireland,Northern Ireland,Borough,Traditional Unionist Voice,TUV,PP680,158,,Ann,McClure,Female,No,No,,2010,0.050575,,95951
+N05000004,N92000002,Belfast West,,Northern Ireland,Northern Ireland,Borough,Democratic Unionist Party,DUP,PP70,7,,Frank,McCoubrey,Male,No,No,,4304,0.108296,-0.07327,7174
+N05000004,N92000002,Belfast West,,Northern Ireland,Northern Ireland,Borough,Social Democratic and Labour Party,SDLP,PP55,31,,Paul,Doherty,Male,No,No,,4318,0.108648,0.034171,69199
+N05000004,N92000002,Belfast West,,Northern Ireland,Northern Ireland,Borough,People Before Profit Alliance,PBPA,PP773,177,,Gerry,Carrol,Male,No,No,,5048,0.127016,-0.014223,7199
+N05000004,N92000002,Belfast West,,Northern Ireland,Northern Ireland,Borough,Sinn Fein,SF,PP39,30,,Paul,Maskey,Male,Yes,Yes,4245,21009,0.528621,0.044088,4603
+E14001085,E12000007,Bermondsey and Old Southwark,,London,England,Borough,Independent,Ind,,8,,Barry,Duckett,Male,No,No,,247,0.006569,,117674
+E14001085,E12000007,Bermondsey and Old Southwark,,London,England,Borough,Independent,Ind,,8,,Niko,Omilana,Male,No,No,,273,0.00726,,117675
+E14001085,E12000007,Bermondsey and Old Southwark,,London,England,Borough,Independent,Ind,,8,,Piers,Corbyn,Male,No,No,,403,0.010717,,73036
+E14001085,E12000007,Bermondsey and Old Southwark,,London,England,Borough,Conservative,Con,PP52,4,,Jonathan,Iliff,Male,No,No,,2879,0.076563,-0.091466,92129
+E14001085,E12000007,Bermondsey and Old Southwark,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Tony,Sharp,Male,No,No,,3397,0.090339,0.066083,45618
+E14001085,E12000007,Bermondsey and Old Southwark,,London,England,Borough,Green,Green,PP63,44,,Susan,Hunter,Female,No,No,,4477,0.11906,0.118515,87768
+E14001085,E12000007,Bermondsey and Old Southwark,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Rachel,Bentley,Female,No,No,,9070,0.241204,-0.069595,86195
+E14001085,E12000007,Bermondsey and Old Southwark,,London,England,Borough,Labour,Lab,PP53,15,,Neil,Coyle,Male,Yes,Yes,4368,16857,0.448289,-0.048083,4264
+S14000108,S92000003,"Berwickshire, Roxburgh and Selkirk",,Scotland,Scotland,County ,Scottish Family Party,SFP,PP6380,1016,,Hamish,Goldie-Scot,Male,No,No,,221,0.004747,,85825
+S14000108,S92000003,"Berwickshire, Roxburgh and Selkirk",,Scotland,Scotland,County ,Independent,Ind,,8,,Ellie,Merton,Female,No,No,,329,0.007066,,7332
+S14000108,S92000003,"Berwickshire, Roxburgh and Selkirk",,Scotland,Scotland,County ,Scottish Green Party,Green,PP130,1057,,Neil,MacKinnon,Male,No,No,,1526,0.032776,,85813
+S14000108,S92000003,"Berwickshire, Roxburgh and Selkirk",,Scotland,Scotland,County ,Reform UK,RUK,PP7931,1036,,Carolyn,Grant,Female,No,No,,3340,0.071738,,116212
+S14000108,S92000003,"Berwickshire, Roxburgh and Selkirk",,Scotland,Scotland,County ,Liberal Democrat,LD,PP90,17,,Ray,Georgeson,Male,No,No,,3686,0.07917,-0.001495,59552
+S14000108,S92000003,"Berwickshire, Roxburgh and Selkirk",,Scotland,Scotland,County ,Labour,Lab,PP53,15,,Caitlin,Stott,Female,No,No,,6311,0.135551,0.088267,34253
+S14000108,S92000003,"Berwickshire, Roxburgh and Selkirk",,Scotland,Scotland,County ,Scottish National Party,SNP,PP102,29,,David,Wilson,Male,No,No,,12273,0.263607,-0.123986,116211
+S14000108,S92000003,"Berwickshire, Roxburgh and Selkirk",,Scotland,Scotland,County ,Conservative,Con,PP52,4,,John,Lamont,Male,Yes,Yes,4608,18872,0.405344,-0.079114,141
+E14001086,E12000007,Bethnal Green and Stepney,,London,England,Borough,Social Democratic Party,SDP,PP243,32,,Jon,Mabbutt,Male,No,No,,233,0.004995,,90191
+E14001086,E12000007,Bethnal Green and Stepney,,London,England,Borough,Independent,Ind,,8,,Reggie,Adams,Male,No,No,,271,0.00581,,117402
+E14001086,E12000007,Bethnal Green and Stepney,,London,England,Borough,Independent,Ind,,8,,Md Somon,Ahmed,Male,No,No,,315,0.006753,,117403
+E14001086,E12000007,Bethnal Green and Stepney,,London,England,Borough,Independent,Ind,,8,,Sham,Uddin,Male,No,No,,325,0.006967,,116654
+E14001086,E12000007,Bethnal Green and Stepney,,London,England,Borough,Animal Welfare Party,ANWP,PP616,220,,Vanessa,Hudson,Female,No,No,,348,0.00746,-0.001328,7400
+E14001086,E12000007,Bethnal Green and Stepney,,London,England,Borough,Conservative,Con,PP52,4,,Oscar,Reaney,Male,No,No,,1920,0.04116,-0.060239,51452
+E14001086,E12000007,Bethnal Green and Stepney,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Peter,Sceats,Male,No,No,,1964,0.042103,0.022244,12876
+E14001086,E12000007,Bethnal Green and Stepney,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Rabina,Khan,Female,No,No,,4777,0.102407,0.009637,36553
+E14001086,E12000007,Bethnal Green and Stepney,,London,England,Borough,Green,Green,PP63,44,,Phoebe,Gill,Female,No,No,,6391,0.137008,0.094947,117016
+E14001086,E12000007,Bethnal Green and Stepney,,London,England,Borough,Independent,Ind,,8,,Ajmal,Masroor,Male,No,No,,14207,0.304564,,142
+E14001086,E12000007,Bethnal Green and Stepney,,London,England,Borough,Labour,Lab,PP53,15,,Rushanara,Ali,Female,Yes,Yes,4138,15896,0.340772,-0.394348,143
+E14001087,E12000003,Beverley and Holderness,,Yorkshire and The Humber,England,County,Alliance for Democracy and Freedom,ADF,PP10288,1075,,John,Ottaway,Male,No,No,,74,0.001648,,101204
+E14001087,E12000003,Beverley and Holderness,,Yorkshire and The Humber,England,County,Social Democratic Party,SDP,PP243,32,,Chris,Collin,Male,No,No,,89,0.001982,,116561
+E14001087,E12000003,Beverley and Holderness,,Yorkshire and The Humber,England,County,The Yorkshire Party,Yrks,PP2055,262,,George,McManus,Male,No,No,,625,0.013921,,68441
+E14001087,E12000003,Beverley and Holderness,,Yorkshire and The Humber,England,County,Green,Green,PP63,44,,Jonathan,Stephenson,Male,No,No,,1647,0.036684,0.011746,109127
+E14001087,E12000003,Beverley and Holderness,,Yorkshire and The Humber,England,County,Liberal Democrat,LD,PP90,17,,Denis,Healy,Male,No,No,,3386,0.075417,-0.01712,2131
+E14001087,E12000003,Beverley and Holderness,,Yorkshire and The Humber,England,County,Reform UK,RUK,PP7931,1036,,Andrew,Smith,Male,No,No,,8198,0.182596,,116562
+E14001087,E12000003,Beverley and Holderness,,Yorkshire and The Humber,England,County,Labour,Lab,PP53,15,,Margaret,Pinder,Female,No,No,,15377,0.342495,0.095885,5190
+E14001087,E12000003,Beverley and Holderness,,Yorkshire and The Humber,England,County,Conservative,Con,PP52,4,,Graham,Stuart,Male,Yes,Yes,1482,15501,0.345257,-0.264629,3370
+E14001088,E12000008,Bexhill and Battle,,South East,England,County,UK Independence Party,UKIP,PP85,35,,Colin,Sullivan,Male,No,No,,144,0.003016,,108291
+E14001088,E12000008,Bexhill and Battle,,South East,England,County,Independent Network,INet,PP1951,1028,,Nigel,Jacklin,Male,No,No,,210,0.004398,,80776
+E14001088,E12000008,Bexhill and Battle,,South East,England,County,Party of Women,POW,PP17545,1102,,Julia,Long,Female,No,No,,332,0.006953,,117499
+E14001088,E12000008,Bexhill and Battle,,South East,England,County,Independent,Ind,,8,,Jeff,Newnham,Male,No,No,,769,0.016105,,116940
+E14001088,E12000008,Bexhill and Battle,,South East,England,County,Independent,Ind,,8,,Abul,Azad,Male,No,No,,2206,0.046199,,60217
+E14001088,E12000008,Bexhill and Battle,,South East,England,County,Green,Green,PP63,44,,Jonathan,Kent,Male,No,No,,2972,0.062241,0.021406,5767
+E14001088,E12000008,Bexhill and Battle,,South East,England,County,Liberal Democrat,LD,PP90,17,,Becky,Jones,Female,No,No,,3473,0.072733,-0.061131,116274
+E14001088,E12000008,Bexhill and Battle,,South East,England,County,Reform UK,RUK,PP7931,1036,,Ian,Gribbin,Male,No,No,,7929,0.166052,,116871
+E14001088,E12000008,Bexhill and Battle,,South East,England,County,Labour,Lab,PP53,15,,Christine,Bayliss,Female,No,No,,13529,0.28333,0.075597,34372
+E14001088,E12000008,Bexhill and Battle,,South East,England,County,Conservative,Con,PP52,4,,Kieran,Mullan,Male,Yes,Yes,4860,16186,0.338974,-0.278595,4159
+E14001089,E12000007,Bexleyheath and Crayford,,London,England,Borough,Green,Green,PP63,44,,George,Edgar,Male,No,No,,2076,0.047767,0.025145,89689
+E14001089,E12000007,Bexleyheath and Crayford,,London,England,Borough,Liberal Democrat,LD,PP90,17,,David,McBride,Male,No,No,,2204,0.050712,-0.009161,2205
+E14001089,E12000007,Bexleyheath and Crayford,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Tom,Bright,Male,No,No,,9861,0.226893,0.218098,71437
+E14001089,E12000007,Bexleyheath and Crayford,,London,England,Borough,Conservative,Con,PP52,4,,Mark,Brooks,Male,No,No,,13603,0.312993,-0.294829,45003
+E14001089,E12000007,Bexleyheath and Crayford,,London,England,Borough,Labour,Lab,PP53,15,,Daniel,Francis,Male,No,No,5184,15717,0.361635,0.07174,44473
+E14001090,E12000008,Bicester and Woodstock,,South East,England,County,Social Democratic Party,SDP,PP243,32,,Tim,Funnell,Male,No,No,,291,0.005795,,116277
+E14001090,E12000008,Bicester and Woodstock,,South East,England,County,Green,Green,PP63,44,,Ian,Middleton,Male,No,No,,2404,0.04787,0.024309,5126
+E14001090,E12000008,Bicester and Woodstock,,South East,England,County,Reform UK,RUK,PP7931,1036,,Augustine,Obodo,Male,No,No,,5408,0.107688,0.104822,116276
+E14001090,E12000008,Bicester and Woodstock,,South East,England,County,Labour,Lab,PP53,15,,Veronica,Oakeshott,Female,No,No,,8236,0.164002,-0.004527,44681
+E14001090,E12000008,Bicester and Woodstock,,South East,England,County,Conservative,Con,PP52,4,,Rupert,Harrison,Male,No,No,,14461,0.287959,-0.251173,116275
+E14001090,E12000008,Bicester and Woodstock,,South East,England,County,Liberal Democrat,LD,PP90,17,,Calum,Miller,Male,No,No,5346,19419,0.386686,0.120775,76784
+E14001091,E12000002,Birkenhead,,North West,England,Borough,Freedom Alliance,FA,PP17509,1035,,Catherine,Evans,Female,No,No,,324,0.007511,,95841
+E14001091,E12000002,Birkenhead,,North West,England,Borough,Liberal Democrat,LD,PP90,17,,Stuart,Kelly,Male,No,No,,2292,0.053137,0.013301,93
+E14001091,E12000002,Birkenhead,,North West,England,Borough,Conservative,Con,PP52,4,,Sarah,Payne,Female,No,No,,3238,0.075068,-0.080702,74856
+E14001091,E12000002,Birkenhead,,North West,England,Borough,Reform UK,RUK,PP7931,1036,,Tony,Stanley,Male,No,No,,6142,0.142393,0.1087,97317
+E14001091,E12000002,Birkenhead,,North West,England,Borough,Green,Green,PP63,44,,Jo,Bird,Female,No,No,,8670,0.201002,0.171018,35658
+E14001091,E12000002,Birkenhead,,North West,England,Borough,Labour,Lab,PP53,15,,Alison,McGovern,Female,Yes,Yes,4083,22468,0.520888,-0.079088,3649
+E14001092,E12000005,Birmingham Edgbaston,,West Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,Colin,Green,Male,No,No,,2102,0.056161,-0.01634,4481
+E14001092,E12000005,Birmingham Edgbaston,,West Midlands,England,Borough,Green,Green,PP63,44,,Nicola,Payne,Female,No,No,,2797,0.07473,0.049028,83384
+E14001092,E12000005,Birmingham Edgbaston,,West Midlands,England,Borough,Independent,Ind,,8,,Ammar,Waraich,Male,No,No,,3336,0.089131,,116912
+E14001092,E12000005,Birmingham Edgbaston,,West Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Joshua,Mathews,Male,No,No,,4363,0.11657,0.092534,117401
+E14001092,E12000005,Birmingham Edgbaston,,West Midlands,England,Borough,Conservative,Con,PP52,4,,Ashvir,Sangha,Male,No,No,,8231,0.219916,-0.134632,72853
+E14001092,E12000005,Birmingham Edgbaston,,West Midlands,England,Borough,Labour and Co-operative,Lab,PP53,15,PP119,Preet,Gill,Female,Yes,Yes,4603,16599,0.443492,-0.079722,19009
+E14001093,E12000005,Birmingham Erdington,,West Midlands,England,Borough,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,Corinthia,Ward,Female,No,No,,376,0.011014,,84928
+E14001093,E12000005,Birmingham Erdington,,West Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,Farzana,Aslam,Female,No,No,,1128,0.033043,0.000537,117630
+E14001093,E12000005,Birmingham Erdington,,West Midlands,England,Borough,Independent,Ind,,8,,Shaukat,Ali,Male,No,No,,2250,0.065911,,117629
+E14001093,E12000005,Birmingham Erdington,,West Midlands,England,Borough,Green,Green,PP63,44,,Karen,Trench,Female,No,No,,2452,0.071828,0.053852,7027
+E14001093,E12000005,Birmingham Erdington,,West Midlands,England,Borough,Conservative,Con,PP52,4,,Steve,Knee,Male,No,No,,5402,0.158245,-0.256536,99992
+E14001093,E12000005,Birmingham Erdington,,West Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Jack,Brookes,Male,No,No,,7755,0.227173,0.186859,84353
+E14001093,E12000005,Birmingham Erdington,,West Midlands,England,Borough,Labour,Lab,PP53,15,,Paulette,Hamilton,Female,Yes,Yes,4938,14774,0.432786,-0.061636,41589
+E14001094,E12000005,Birmingham Hall Green and Moseley,,West Midlands,England,Borough,Independent,Ind,,8,,Babar,Raja,Male,No,No,,733,0.017618,,117470
+E14001094,E12000005,Birmingham Hall Green and Moseley,,West Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Stephen,McBrine,Male,No,No,,2305,0.055401,0.036131,117469
+E14001094,E12000005,Birmingham Hall Green and Moseley,,West Midlands,England,Borough,Conservative,Con,PP52,4,,Henry,Morris,Male,No,No,,3845,0.092415,-0.057801,98968
+E14001094,E12000005,Birmingham Hall Green and Moseley,,West Midlands,England,Borough,Green,Green,PP63,44,,Zain,Ahmed,Male,No,No,,3913,0.094049,0.077253,116688
+E14001094,E12000005,Birmingham Hall Green and Moseley,,West Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,Izzy,Knowles,Female,No,No,,4711,0.113229,0.041658,40866
+E14001094,E12000005,Birmingham Hall Green and Moseley,,West Midlands,England,Borough,Independent,Ind,,8,,Mohammed,Hafeez,Male,No,No,,6159,0.148032,,117003
+E14001094,E12000005,Birmingham Hall Green and Moseley,,West Midlands,England,Borough,Independent,Ind,,8,,Shakeel,Afsar,Male,No,No,,7142,0.171658,,115498
+E14001094,E12000005,Birmingham Hall Green and Moseley,,West Midlands,England,Borough,Labour,Lab,PP53,15,,Tahir,Ali,Male,Yes,Yes,4747,12798,0.3076,-0.354937,9962
+E14001095,E12000005,Birmingham Hodge Hill and Solihull North,,West Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,Qasim,Esak,Male,No,No,,942,0.027596,-0.015704,94018
+E14001095,E12000005,Birmingham Hodge Hill and Solihull North,,West Midlands,England,Borough,Green,Green,PP63,44,,Imran,Khan,Male,No,No,,2360,0.069135,0.034239,91909
+E14001095,E12000005,Birmingham Hodge Hill and Solihull North,,West Midlands,England,Borough,Conservative,Con,PP52,4,,Caroline,Clapper,Female,No,No,,4634,0.135751,-0.149835,27102
+E14001095,E12000005,Birmingham Hodge Hill and Solihull North,,West Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Jamie,Pullin,Male,No,No,,6456,0.189126,0.158347,78846
+E14001095,E12000005,Birmingham Hodge Hill and Solihull North,,West Midlands,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,James,Giles,Male,No,No,,9089,0.266258,,71803
+E14001095,E12000005,Birmingham Hodge Hill and Solihull North,,West Midlands,England,Borough,Labour,Lab,PP53,15,,Liam,Byrne,Male,Yes,Yes,1171,10655,0.312134,-0.287082,3962
+E14001096,E12000005,Birmingham Ladywood,,West Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Irene,Yoong-Henery,Female,No,No,,1477,0.040378,0.018373,99501
+E14001096,E12000005,Birmingham Ladywood,,West Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,Lee,Dargue,Male,No,No,,1711,0.046775,0.019089,4821
+E14001096,E12000005,Birmingham Ladywood,,West Midlands,England,Borough,Conservative,Con,PP52,4,,Shaz,Muzammil,Female,No,No,,2218,0.060636,-0.037736,73608
+E14001096,E12000005,Birmingham Ladywood,,West Midlands,England,Borough,Green,Green,PP63,44,,Zoe,Challenor,Female,No,No,,3478,0.095082,0.076602,10039
+E14001096,E12000005,Birmingham Ladywood,,West Midlands,England,Borough,Independent,Ind,,8,,Akhmed,Yakoob,Male,No,No,,12137,0.331802,,111512
+E14001096,E12000005,Birmingham Ladywood,,West Midlands,England,Borough,Labour,Lab,PP53,15,,Shabana,Mahmood,Female,Yes,Yes,3914,15558,0.425326,-0.404673,216
+E14001097,E12000005,Birmingham Northfield,,West Midlands,England,Borough,Independent,Ind,,8,,Dean,Gwilliam,Male,No,No,,163,0.004329,,117563
+E14001097,E12000005,Birmingham Northfield,,West Midlands,England,Borough,Common Good Party,CG,PP375,78,,Dick,Rodgers,Male,No,No,,215,0.00571,,9
+E14001097,E12000005,Birmingham Northfield,,West Midlands,England,Borough,Independent,Ind,,8,,Altaf,Hussain,Male,No,No,,310,0.008233,,117564
+E14001097,E12000005,Birmingham Northfield,,West Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,Jerry,Evans,Male,No,No,,1791,0.047567,0.001495,3015
+E14001097,E12000005,Birmingham Northfield,,West Midlands,England,Borough,Green,Green,PP63,44,,Robert,Grant,Male,No,No,,2809,0.074604,0.052358,9957
+E14001097,E12000005,Birmingham Northfield,,West Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Stephen,Peters,Male,No,No,,7895,0.209683,0.171667,27350
+E14001097,E12000005,Birmingham Northfield,,West Midlands,England,Borough,Conservative,Con,PP52,4,,Gary,Sambrook,Male,Yes,Yes,4760,9540,0.253373,-0.207467,9942
+E14001097,E12000005,Birmingham Northfield,,West Midlands,England,Borough,Labour,Lab,PP53,15,,Laurence,Turner,Male,No,No,5234,14929,0.3965,-0.030512,56886
+E14001098,E12000005,Birmingham Perry Barr,,West Midlands,England,Borough,Socialist Labour Party,SL,PP73,147,,Shangara,Singh,Male,No,No,,453,0.012088,,117583
+E14001098,E12000005,Birmingham Perry Barr,,West Midlands,England,Borough,Independent,Ind,,8,,Niko,Omilana,Male,No,No,,509,0.013582,,117581
+E14001098,E12000005,Birmingham Perry Barr,,West Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,Sabah,Hamed,Female,No,No,,1302,0.034742,-0.030525,88795
+E14001098,E12000005,Birmingham Perry Barr,,West Midlands,England,Borough,Green,Green,PP63,44,,Kefentse,Dennis,Male,No,No,,2440,0.065108,0.046287,10067
+E14001098,E12000005,Birmingham Perry Barr,,West Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Akshay,Khuttan,Male,No,No,,2446,0.065268,0.036855,117580
+E14001098,E12000005,Birmingham Perry Barr,,West Midlands,England,Borough,Conservative,Con,PP52,4,,Garry,Hickton,Male,No,No,,4227,0.112792,-0.09145,3444
+E14001098,E12000005,Birmingham Perry Barr,,West Midlands,England,Borough,Labour,Lab,PP53,15,,Khalid,Mahmood,Male,Yes,Yes,1392,12796,0.341445,-0.338657,3367
+E14001098,E12000005,Birmingham Perry Barr,,West Midlands,England,Borough,Independent,Ind,,8,,Ayoub,Khan,Male,No,No,5357,13303,0.354974,,3670
+E14001099,E12000005,Birmingham Selly Oak,,West Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,Dave,Radcliffe,Male,No,No,,2324,0.060485,-0.001939,1249
+E14001099,E12000005,Birmingham Selly Oak,,West Midlands,England,Borough,Independent,Ind,,8,,Kamel,Hawwash,Male,No,No,,2842,0.073966,,115511
+E14001099,E12000005,Birmingham Selly Oak,,West Midlands,England,Borough,Green,Green,PP63,44,,Jane,Baston,Female,No,No,,4320,0.112433,0.075553,116689
+E14001099,E12000005,Birmingham Selly Oak,,West Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Erin,Crawford,Female,No,No,,5732,0.149181,0.121899,116511
+E14001099,E12000005,Birmingham Selly Oak,,West Midlands,England,Borough,Conservative,Con,PP52,4,,Simon,Phipps,Male,No,No,,5834,0.151836,-0.16444,58339
+E14001099,E12000005,Birmingham Selly Oak,,West Midlands,England,Borough,Labour,Lab,PP53,15,,Al,Carns,Male,No,No,5235,17371,0.452099,-0.10504,116891
+E14001100,E12000005,Birmingham Yardley,,West Midlands,England,Borough,Green,Green,PP63,44,,Roxanne,Green,Female,No,No,,1958,0.054172,0.042169,40575
+E14001100,E12000005,Birmingham Yardley,,West Midlands,England,Borough,Conservative,Con,PP52,4,,Yvonne,Clements,Female,No,No,,3634,0.100542,-0.166913,81856
+E14001100,E12000005,Birmingham Yardley,,West Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,Roger,Harmer,Male,No,No,,3634,0.100542,0.011223,96
+E14001100,E12000005,Birmingham Yardley,,West Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Nora,Kamberi,Female,No,No,,5061,0.140023,0.089839,115513
+E14001100,E12000005,Birmingham Yardley,,West Midlands,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Jody,McIntyre,Male,No,No,,10582,0.292773,,116514
+E14001100,E12000005,Birmingham Yardley,,West Midlands,England,Borough,Labour,Lab,PP53,15,,Jess,Phillips,Female,Yes,Yes,4370,11275,0.311947,-0.269092,4268
+E14001101,E12000001,Bishop Auckland,,North East,England,County,Transform Party,Transform,PP12596,1081,,Rachel,Maughan,Female,No,No,,331,0.008188,,116752
+E14001101,E12000001,Bishop Auckland,,North East,England,County,Liberal Democrat,LD,PP90,17,,Helen,Cross,Female,No,No,,1373,0.033962,-0.00203,35869
+E14001101,E12000001,Bishop Auckland,,North East,England,County,Green,Green,PP63,44,,Sarah,Hannan,Female,No,No,,1857,0.045935,0.039875,114035
+E14001101,E12000001,Bishop Auckland,,North East,England,County,Reform UK,RUK,PP7931,1036,,Rhys,Burriss,Male,No,No,,9466,0.23415,0.178829,5976
+E14001101,E12000001,Bishop Auckland,,North East,England,County,Conservative,Con,PP52,4,,Jane,MacBean,Female,No,No,,10364,0.256363,-0.2736,72490
+E14001101,E12000001,Bishop Auckland,,North East,England,County,Labour,Lab,PP53,15,,Sam,Rushworth,Male,No,No,5108,17036,0.421402,0.055301,4270
+E14001102,E12000002,Blackburn,,North West,England,Borough,Independent,Ind,,8,,Natasha,Shah,Female,No,No,,86,0.002212,,111186
+E14001102,E12000002,Blackburn,,North West,England,Borough,Independent,Ind,,8,,Tiger,Patel,Male,No,No,,369,0.009489,,63302
+E14001102,E12000002,Blackburn,,North West,England,Borough,Liberal Democrat,LD,PP90,17,,Adam,Waller-Slack,Male,No,No,,689,0.017718,-0.006523,41857
+E14001102,E12000002,Blackburn,,North West,England,Borough,Green,Green,PP63,44,,Denise,Morgan,Female,No,No,,1416,0.036413,0.020421,111200
+E14001102,E12000002,Blackburn,,North West,England,Borough,Conservative,Con,PP52,4,,Jamie,McGowan,Male,No,No,,3474,0.089336,-0.143956,15082
+E14001102,E12000002,Blackburn,,North West,England,Borough,Reform UK,RUK,PP7931,1036,,Tommy,Temperley,Male,No,No,,4844,0.124566,0.065224,41868
+E14001102,E12000002,Blackburn,,North West,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Craig,Murray,Male,No,No,,7105,0.182709,,116127
+E14001102,E12000002,Blackburn,,North West,England,Borough,Labour,Lab,PP53,15,,Kate,Hollern,Female,Yes,Yes,4363,10386,0.267082,-0.392742,4269
+E14001102,E12000002,Blackburn,,North West,England,Borough,Independent,Ind,,8,,Adnan,Hussain,Male,No,No,5231,10518,0.270476,,117062
+E14001103,E12000002,Blackley and Middleton South,,North West,England,Borough,Liberal Democrat,LD,PP90,17,,Iain,Donaldson,Male,No,No,,1592,0.050798,0.020703,10252
+E14001103,E12000002,Blackley and Middleton South,,North West,England,Borough,Conservative,Con,PP52,4,,Iftikhar,Ahmed,Male,No,No,,3073,0.098054,-0.184225,5944
+E14001103,E12000002,Blackley and Middleton South,,North West,England,Borough,Green,Green,PP63,44,,Dylan,Lewis-Creser,Non-binary,No,No,,3197,0.10201,0.081663,95503
+E14001103,E12000002,Blackley and Middleton South,,North West,England,Borough,Reform UK,RUK,PP7931,1036,,Alison,Devine,Female,No,No,,6614,0.21104,0.133859,117763
+E14001103,E12000002,Blackley and Middleton South,,North West,England,Borough,Labour,Lab,PP53,15,,Graham,Stringer,Male,Yes,Yes,449,16864,0.538098,-0.052,1179
+E14001104,E12000002,Blackpool North and Fleetwood,,North West,England,Borough,Social Democratic Party,SDP,PP243,32,,Jan,Cresswell,Female,No,No,,147,0.003516,,116128
+E14001104,E12000002,Blackpool North and Fleetwood,,North West,England,Borough,Independent,Ind,,8,,Gita,Gordon,Female,No,No,,148,0.00354,,6498
+E14001104,E12000002,Blackpool North and Fleetwood,,North West,England,Borough,Monster Raving Loony Party,MRLP,PP66,119,,James,Rust,Male,No,No,,174,0.004162,,117229
+E14001104,E12000002,Blackpool North and Fleetwood,,North West,England,Borough,Green,Green,PP63,44,,Tina,Rothery,Female,No,No,,1269,0.030352,0.01129,5202
+E14001104,E12000002,Blackpool North and Fleetwood,,North West,England,Borough,Liberal Democrat,LD,PP90,17,,Bill,Greene,Male,No,No,,1318,0.031524,-0.008838,3976
+E14001104,E12000002,Blackpool North and Fleetwood,,North West,England,Borough,Reform UK,RUK,PP7931,1036,,Dan,Barker,Male,No,No,,9913,0.237096,0.219952,100206
+E14001104,E12000002,Blackpool North and Fleetwood,,North West,England,Borough,Conservative,Con,PP52,4,,Paul,Maynard,Male,Yes,Yes,3926,12097,0.289333,-0.269051,1176
+E14001104,E12000002,Blackpool North and Fleetwood,,North West,England,Borough,Labour,Lab,PP53,15,,Lorraine,Beavers,Female,No,No,5232,16744,0.400478,0.04428,30148
+E14001105,E12000002,Blackpool South,,North West,England,Borough,Alliance for Democracy and Freedom,ADF,PP10288,1075,,Kim,Knight,Female,No,No,,183,0.005202,,72249
+E14001105,E12000002,Blackpool South,,North West,England,Borough,Independent,Ind,,8,,Stephen,Black,Male,No,No,,261,0.007419,,113193
+E14001105,E12000002,Blackpool South,,North West,England,Borough,Liberal Democrat,LD,PP90,17,,Andrew,Cregan,Male,No,No,,1041,0.029591,-0.005704,71586
+E14001105,E12000002,Blackpool South,,North West,England,Borough,Green,Green,PP63,44,,Ben,Thomas,Male,No,No,,1207,0.034309,0.015212,101130
+E14001105,E12000002,Blackpool South,,North West,England,Borough,Conservative,Con,PP52,4,,Zak,Khan,Male,No,No,,5504,0.156453,-0.331948,117242
+E14001105,E12000002,Blackpool South,,North West,England,Borough,Reform UK,RUK,PP7931,1036,,Mark,Butcher,Male,No,No,,10068,0.286185,0.238819,101069
+E14001105,E12000002,Blackpool South,,North West,England,Borough,Labour,Lab,PP53,15,,Chris,Webb,Male,Yes,Yes,5025,16916,0.480841,0.079677,34332
+W07000084,W92000004,Blaenau Gwent and Rhymney,,Wales,Wales,County,Communist Party of Britain,Comm,PP78,76,,Robert,Griffiths,Male,No,No,,309,0.010327,,473
+W07000084,W92000004,Blaenau Gwent and Rhymney,,Wales,Wales,County,Workers Party of Britain,WPB,PP11382,1042,,Yas,Iqbal,Male,No,No,,570,0.01905,,117031
+W07000084,W92000004,Blaenau Gwent and Rhymney,,Wales,Wales,County,Liberal Democrat,LD,PP90,17,,Jackie,Charlton,Female,No,No,,1268,0.042377,0.004937,26868
+W07000084,W92000004,Blaenau Gwent and Rhymney,,Wales,Wales,County,Green,Green,PP63,44,,Anne,Baker,Female,No,No,,1719,0.057449,0.047519,116746
+W07000084,W92000004,Blaenau Gwent and Rhymney,,Wales,Wales,County,Independent,Ind,,8,,Mike,Whatley,Male,No,No,,2409,0.080509,,117588
+W07000084,W92000004,Blaenau Gwent and Rhymney,,Wales,Wales,County,Conservative,Con,PP52,4,,Hannah,Jarvis,Female,No,No,,3776,0.126195,-0.0697,72611
+W07000084,W92000004,Blaenau Gwent and Rhymney,,Wales,Wales,County,Plaid Cymru,PC,PP77,22,,Niamh,Salkeld,Female,No,No,,3844,0.128467,0.064634,116469
+W07000084,W92000004,Blaenau Gwent and Rhymney,,Wales,Wales,County,Labour,Lab,PP53,15,,Nick,Smith,Male,Yes,Yes,3928,16027,0.535626,0.031635,3908
+E14001106,E12000001,Blaydon and Consett,,North East,England,County,Social Democratic Party,SDP,PP243,32,,Paul,Topping,Male,No,No,,135,0.003198,,114152
+E14001106,E12000001,Blaydon and Consett,,North East,England,County,Liberal Democrat,LD,PP90,17,,Vicky,Anderson,Female,No,No,,2273,0.053842,0.008149,42379
+E14001106,E12000001,Blaydon and Consett,,North East,England,County,Green,Green,PP63,44,,Richard,Simpson,Male,No,No,,2589,0.061327,0.031071,77920
+E14001106,E12000001,Blaydon and Consett,,North East,England,County,Conservative,Con,PP52,4,,Angela,Sterling,Female,No,No,,6052,0.143358,-0.205221,78370
+E14001106,E12000001,Blaydon and Consett,,North East,England,County,Reform UK,RUK,PP7931,1036,,David,Ayre,Male,No,No,,10007,0.237043,0.140056,116094
+E14001106,E12000001,Blaydon and Consett,,North East,England,County,Labour,Lab,PP53,15,,Liz,Twist,Female,Yes,Yes,4618,21160,0.501232,0.061415,16435
+E14001107,E12000001,Blyth and Ashington,,North East,England,County,Liberal Democrat,LD,PP90,17,,Stephen,Psallidas,Male,No,No,,1433,0.035469,-0.028755,331
+E14001107,E12000001,Blyth and Ashington,,North East,England,County,Green,Green,PP63,44,,Steve,Leyland,Male,No,No,,1960,0.048514,0.019484,34779
+E14001107,E12000001,Blyth and Ashington,,North East,England,County,Conservative,Con,PP52,4,,Maureen,Levy,Female,No,No,,6121,0.151506,-0.183037,31563
+E14001107,E12000001,Blyth and Ashington,,North East,England,County,Reform UK,RUK,PP7931,1036,,Mark,Peart,Male,No,No,,10857,0.268731,0.177524,72219
+E14001107,E12000001,Blyth and Ashington,,North East,England,County,Labour,Lab,PP53,15,,Ian,Lavery,Male,Yes,Yes,4139,20030,0.49578,0.018925,3057
+E14001108,E12000008,Bognor Regis and Littlehampton,,South East,England,Borough,Heritage Party,HPUK,PP12550,1037,,David,Kurten,Male,No,No,,708,0.014803,,6829
+E14001108,E12000008,Bognor Regis and Littlehampton,,South East,England,Borough,Green,Green,PP63,44,,Carol,Birch,Female,No,No,,2185,0.045685,0.013101,33261
+E14001108,E12000008,Bognor Regis and Littlehampton,,South East,England,Borough,Liberal Democrat,LD,PP90,17,,Henry,Jones,Male,No,No,,5081,0.106237,-0.026652,54627
+E14001108,E12000008,Bognor Regis and Littlehampton,,South East,England,Borough,Reform UK,RUK,PP7931,1036,,Sandra,Daniells,Female,No,No,,10262,0.214565,,54706
+E14001108,E12000008,Bognor Regis and Littlehampton,,South East,England,Borough,Labour,Lab,PP53,15,,Clare,Walsh,Female,No,No,,13913,0.290903,0.101167,83750
+E14001108,E12000008,Bognor Regis and Littlehampton,,South East,England,Borough,Conservative,Con,PP52,4,,Alison,Griffiths,Female,No,No,5203,15678,0.327806,-0.293885,6686
+E14001109,E12000004,Bolsover,,East Midlands,England,County,Liberal Democrat,LD,PP90,17,,David,Hancock,Male,No,No,,1478,0.034831,-0.003286,20130
+E14001109,E12000004,Bolsover,,East Midlands,England,County,Green,Green,PP63,44,,David,Kesteven,Male,No,No,,3754,0.088467,0.072769,6943
+E14001109,E12000004,Bolsover,,East Midlands,England,County,Reform UK,RUK,PP7931,1036,,Robert,Reaney,Male,No,No,,9131,0.215181,0.129359,113304
+E14001109,E12000004,Bolsover,,East Midlands,England,County,Conservative,Con,PP52,4,,Mark,Fletcher,Male,Yes,Yes,4774,10874,0.256257,-0.220843,6648
+E14001109,E12000004,Bolsover,,East Midlands,England,County,Labour,Lab,PP53,15,,Natalie,Fleet,Female,No,No,5053,17197,0.405265,0.043609,71279
+E14001110,E12000002,Bolton North East,,North West,England,Borough,Independent,Ind,,8,,John,Partington,Male,No,No,,254,0.005858,,117343
+E14001110,E12000002,Bolton North East,,North West,England,Borough,Independent,Ind,,8,,Kevin,Allsop,Male,No,No,,345,0.007957,,62377
+E14001110,E12000002,Bolton North East,,North West,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Syeda,Kazmi,Female,No,No,,1463,0.033742,,87858
+E14001110,E12000002,Bolton North East,,North West,England,Borough,Liberal Democrat,LD,PP90,17,,Rebecca,Forrest,Female,No,No,,1507,0.034756,-0.009141,34653
+E14001110,E12000002,Bolton North East,,North West,England,Borough,Green,Green,PP63,44,,Hanif,Alli,Male,No,No,,4683,0.108005,0.091895,111521
+E14001110,E12000002,Bolton North East,,North West,England,Borough,Reform UK,RUK,PP7931,1036,,Trevor,Jones,Male,No,No,,9428,0.21744,0.152056,62384
+E14001110,E12000002,Bolton North East,,North West,England,Borough,Conservative,Con,PP52,4,,Adele,Warren,Female,No,No,,9513,0.219401,-0.230724,42774
+E14001110,E12000002,Bolton North East,,North West,England,Borough,Labour,Lab,PP53,15,,Kirith,Entwistle,Female,No,No,5095,16166,0.372841,-0.051644,116130
+E14001111,E12000002,Bolton South and Walkden,,North West,England,Borough,Independent,Ind,,8,,Abraham,Halliwell,Male,No,No,,433,0.011725,,106651
+E14001111,E12000002,Bolton South and Walkden,,North West,England,Borough,Liberal Democrat,LD,PP90,17,,Gemma,Bowker,Female,No,No,,1384,0.037476,-0.00106,9455
+E14001111,E12000002,Bolton South and Walkden,,North West,England,Borough,Green,Green,PP63,44,,Philip,Kochitty,Male,No,No,,2827,0.07655,0.052064,105696
+E14001111,E12000002,Bolton South and Walkden,,North West,England,Borough,Conservative,Con,PP52,4,,Mohammed,Afzal,Male,No,No,,4170,0.112916,-0.204495,34901
+E14001111,E12000002,Bolton South and Walkden,,North West,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Jack,Khan,Male,No,No,,4673,0.126537,,95598
+E14001111,E12000002,Bolton South and Walkden,,North West,England,Borough,Reform UK,RUK,PP7931,1036,,Julie,Pattison,Female,No,No,,8350,0.226103,0.172424,43246
+E14001111,E12000002,Bolton South and Walkden,,North West,England,Borough,Labour,Lab,PP53,15,,Yasmin,Qureshi,Female,Yes,Yes,3924,15093,0.408692,-0.157195,662
+E14001112,E12000002,Bolton West,,North West,England,County,English Democrats,ED,PP17,90,,Patrick,McGrath,Male,No,No,,202,0.004529,,117526
+E14001112,E12000002,Bolton West,,North West,England,County,Liberal Democrat,LD,PP90,17,,Donald,Mcintosh,Male,No,No,,1966,0.044083,-0.012366,100452
+E14001112,E12000002,Bolton West,,North West,England,County,Green,Green,PP63,44,,Vicki,Attenborough,Female,No,No,,4132,0.09265,0.074743,105684
+E14001112,E12000002,Bolton West,,North West,England,County,Reform UK,RUK,PP7931,1036,,Dylan,Evans,Male,No,No,,8517,0.190973,0.183253,99913
+E14001112,E12000002,Bolton West,,North West,England,County,Conservative,Con,PP52,4,,Chris,Green,Male,Yes,Yes,4398,12418,0.278443,-0.28699,4018
+E14001112,E12000002,Bolton West,,North West,England,County,Labour,Lab,PP53,15,,Phil,Brickell,Male,No,No,5128,17363,0.389322,0.036832,99902
+E14001113,E12000002,Bootle,,North West,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Ian,Smith,Male,No,No,,526,0.013529,,95429
+E14001113,E12000002,Bootle,,North West,England,Borough,Liberal Democrat,LD,PP90,17,,John,Gibson,Male,No,No,,1301,0.033462,-0.00359,3978
+E14001113,E12000002,Bootle,,North West,England,Borough,Conservative,Con,PP52,4,,Rowena,Bass,Female,No,No,,1674,0.043056,-0.04866,44175
+E14001113,E12000002,Bootle,,North West,England,Borough,Green,Green,PP63,44,,Neil,Doolin,Male,No,No,,3904,0.100412,0.0767,81585
+E14001113,E12000002,Bootle,,North West,England,Borough,Reform UK,RUK,PP7931,1036,,Darren,Burns,Male,No,No,,4746,0.122068,0.068991,117382
+E14001113,E12000002,Bootle,,North West,England,Borough,Labour,Lab,PP53,15,,Peter,Dowd,Male,Yes,Yes,4397,26729,0.687474,-0.10697,5191
+E14001114,E12000004,Boston and Skegness,,East Midlands,England,County,Blue Revolution,BR,PP6342,267,,Mike,Gilbert,Male,No,No,,397,0.009813,,34770
+E14001114,E12000004,Boston and Skegness,,East Midlands,England,County,English Democrats,ED,PP17,90,,David,Dickason,Male,No,No,,518,0.012804,,96160
+E14001114,E12000004,Boston and Skegness,,East Midlands,England,County,Liberal Democrat,LD,PP90,17,,Richard,Lloyd,Male,No,No,,1375,0.033988,-0.014437,24952
+E14001114,E12000004,Boston and Skegness,,East Midlands,England,County,Green,Green,PP63,44,,Chris,Moore,Male,No,No,,1506,0.037227,,57824
+E14001114,E12000004,Boston and Skegness,,East Midlands,England,County,Labour,Lab,PP53,15,,Alexandra,Fawbert,Female,No,No,,7629,0.18858,0.032998,116788
+E14001114,E12000004,Boston and Skegness,,East Midlands,England,County,Conservative,Con,PP52,4,,Matt,Warman,Male,Yes,Yes,4361,13510,0.333951,-0.430321,5455
+E14001114,E12000004,Boston and Skegness,,East Midlands,England,County,Reform UK,RUK,PP7931,1036,,Richard,Tice,Male,No,No,5161,15520,0.383636,,70546
+E14001115,E12000009,Bournemouth East,,South West,England,Borough,Social Democratic Party,SDP,PP243,32,,Miles,Penn,Male,No,No,,88,0.001959,,115078
+E14001115,E12000009,Bournemouth East,,South West,England,Borough,Independent,Ind,,8,,Kieron,Wilson,Male,No,No,,1529,0.034046,,34580
+E14001115,E12000009,Bournemouth East,,South West,England,Borough,Green,Green,PP63,44,,Joe,Salmon,Male,No,No,,2790,0.062124,0.020525,18751
+E14001115,E12000009,Bournemouth East,,South West,England,Borough,Liberal Democrat,LD,PP90,17,,Jon,Nicholas,Male,No,No,,3082,0.068626,-0.04121,5399
+E14001115,E12000009,Bournemouth East,,South West,England,Borough,Reform UK,RUK,PP7931,1036,,Martin,Houlden,Male,No,No,,6268,0.139568,,5307
+E14001115,E12000009,Bournemouth East,,South West,England,Borough,Conservative,Con,PP52,4,,Tobias,Ellwood,Male,Yes,Yes,1487,12837,0.285838,-0.220101,384
+E14001115,E12000009,Bournemouth East,,South West,England,Borough,Labour,Lab,PP53,15,,Tom,Hayes,Male,No,No,5210,18316,0.407838,0.08064,45089
+E14001116,E12000009,Bournemouth West,,South West,England,Borough,Social Democratic Party,SDP,PP243,32,,David,Warden,Male,No,No,,139,0.003526,,116377
+E14001116,E12000009,Bournemouth West,,South West,England,Borough,Christian Peoples Alliance Party,CPA,PP79,80,,Julie,Vivienne,Female,No,No,,201,0.005099,,116770
+E14001116,E12000009,Bournemouth West,,South West,England,Borough,Green,Green,PP63,44,,Darren,Jones,Male,No,No,,2614,0.066315,0.021158,116378
+E14001116,E12000009,Bournemouth West,,South West,England,Borough,Liberal Democrat,LD,PP90,17,,Jeff,Hanna,Male,No,No,,4311,0.109366,0.008759,101969
+E14001116,E12000009,Bournemouth West,,South West,England,Borough,Reform UK,RUK,PP7931,1036,,Ben,Aston,Male,No,No,,6647,0.168629,,72418
+E14001116,E12000009,Bournemouth West,,South West,England,Borough,Conservative,Con,PP52,4,,Conor,Burns,Male,Yes,Yes,3922,11141,0.282637,-0.253121,2433
+E14001116,E12000009,Bournemouth West,,South West,England,Borough,Labour,Lab,PP53,15,,Jessica,Toale,Female,No,No,5202,14365,0.364427,0.04595,84569
+E14001117,E12000008,Bracknell,,South East,England,Borough,Heritage Party,HPUK,PP12550,1037,,Jason,Reardon,Male,No,No,,196,0.004471,,97012
+E14001117,E12000008,Bracknell,,South East,England,Borough,Independent,Ind,,8,,Olivio,Barreto,Male,No,No,,480,0.01095,,34943
+E14001117,E12000008,Bracknell,,South East,England,Borough,Green,Green,PP63,44,,Emily,Torode,Female,No,No,,2166,0.04941,0.009635,116692
+E14001117,E12000008,Bracknell,,South East,England,Borough,Liberal Democrat,LD,PP90,17,,Katie,Mansfield,Female,No,No,,4768,0.108767,-0.031035,48024
+E14001117,E12000008,Bracknell,,South East,England,Borough,Reform UK,RUK,PP7931,1036,,Malcolm,Tullett,Male,No,No,,7445,0.169834,,66860
+E14001117,E12000008,Bracknell,,South East,England,Borough,Conservative,Con,PP52,4,,James,Sunderland,Male,Yes,Yes,4767,13999,0.319342,-0.23564,72017
+E14001117,E12000008,Bracknell,,South East,England,Borough,Labour,Lab,PP53,15,,Peter,Swallow,Male,No,No,5165,14783,0.337227,0.08358,116724
+E14001118,E12000003,Bradford East,,Yorkshire and The Humber,England,Borough,Social Democratic Party,SDP,PP243,32,,Richard,Riley,Male,No,No,,65,0.001747,,107212
+E14001118,E12000003,Bradford East,,Yorkshire and The Humber,England,Borough,Independent,Ind,,8,,Amer,Rehman,Male,No,No,,683,0.018352,,117418
+E14001118,E12000003,Bradford East,,Yorkshire and The Humber,England,Borough,The Yorkshire Party,Yrks,PP2055,262,,Lara,Barras,Female,No,No,,761,0.020448,,8353
+E14001118,E12000003,Bradford East,,Yorkshire and The Humber,England,Borough,Independent,Ind,,8,,Mohammed,Rahman,Male,No,No,,817,0.021953,,117416
+E14001118,E12000003,Bradford East,,Yorkshire and The Humber,England,Borough,Liberal Democrat,LD,PP90,17,,Robert,O'Carroll,Male,No,No,,1910,0.051322,-0.025404,41975
+E14001118,E12000003,Bradford East,,Yorkshire and The Humber,England,Borough,Green,Green,PP63,44,,Celia,Hickson,Female,No,No,,2571,0.069083,0.054258,5112
+E14001118,E12000003,Bradford East,,Yorkshire and The Humber,England,Borough,Conservative,Con,PP52,4,,Aubrey,Holt,Male,No,No,,3450,0.092702,-0.124418,102265
+E14001118,E12000003,Bradford East,,Yorkshire and The Humber,England,Borough,Reform UK,RUK,PP7931,1036,,Jacob,Anstey,Male,No,No,,4952,0.133061,0.071554,82408
+E14001118,E12000003,Bradford East,,Yorkshire and The Humber,England,Borough,Independent,Ind,,8,,Talat,Sajawal,Male,No,No,,7909,0.212516,,13570
+E14001118,E12000003,Bradford East,,Yorkshire and The Humber,England,Borough,Labour,Lab,PP53,15,,Imran,Hussain,Male,Yes,Yes,4394,14098,0.378816,-0.251006,4825
+E14001119,E12000003,Bradford South,,Yorkshire and The Humber,England,Borough,English Democrats,ED,PP17,90,,Therese,Hirst,Female,No,No,,248,0.007506,,7009
+E14001119,E12000003,Bradford South,,Yorkshire and The Humber,England,Borough,The Yorkshire Party,Yrks,PP2055,262,,Jonathan,Barras,Male,No,No,,489,0.014799,,8179
+E14001119,E12000003,Bradford South,,Yorkshire and The Humber,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Harry,Boota,Male,No,No,,513,0.015526,,5419
+E14001119,E12000003,Bradford South,,Yorkshire and The Humber,England,Borough,Liberal Democrat,LD,PP90,17,,Anthony,Smith,Male,No,No,,954,0.028872,-0.008277,4898
+E14001119,E12000003,Bradford South,,Yorkshire and The Humber,England,Borough,Independent,Ind,,8,,Rehiana,Ali,Female,No,No,,3345,0.101235,,117422
+E14001119,E12000003,Bradford South,,Yorkshire and The Humber,England,Borough,Green,Green,PP63,44,,Matt,Edwards,Male,No,No,,3366,0.10187,0.077243,13459
+E14001119,E12000003,Bradford South,,Yorkshire and The Humber,England,Borough,Conservative,Con,PP52,4,,Zaf,Shah,Male,No,No,,4853,0.146874,-0.253748,92411
+E14001119,E12000003,Bradford South,,Yorkshire and The Humber,England,Borough,Reform UK,RUK,PP7931,1036,,Ian,Eglin,Male,No,No,,7441,0.225198,0.154959,117424
+E14001119,E12000003,Bradford South,,Yorkshire and The Humber,England,Borough,Labour,Lab,PP53,15,,Judith,Cummins,Female,Yes,Yes,4391,11833,0.35812,-0.109243,5600
+E14001120,E12000003,Bradford West,,Yorkshire and The Humber,England,Borough,Independent,Ind,,8,,Umar,Ghafoor,Male,No,No,,334,0.009007,,116989
+E14001120,E12000003,Bradford West,,Yorkshire and The Humber,England,Borough,Liberal Democrat,LD,PP90,17,,Imad,Ahmed,Male,No,No,,756,0.020388,-0.01009,116932
+E14001120,E12000003,Bradford West,,Yorkshire and The Humber,England,Borough,Reform UK,RUK,PP7931,1036,,Jamie,Hinton-Wardle,Male,No,No,,2958,0.079771,0.044616,117427
+E14001120,E12000003,Bradford West,,Yorkshire and The Humber,England,Borough,Conservative,Con,PP52,4,,Nigel,Moxon,Male,No,No,,3055,0.082387,-0.069372,76940
+E14001120,E12000003,Bradford West,,Yorkshire and The Humber,England,Borough,Independent,Ind,,8,,Akeel,Hussain,Male,No,No,,3547,0.095655,,117429
+E14001120,E12000003,Bradford West,,Yorkshire and The Humber,England,Borough,Green,Green,PP63,44,,Khalid,Mahmood,Male,No,No,,3690,0.099512,0.081144,94067
+E14001120,E12000003,Bradford West,,Yorkshire and The Humber,England,Borough,Independent,Ind,,8,,Muhammed,Islam,Male,No,No,,11017,0.297106,,94087
+E14001120,E12000003,Bradford West,,Yorkshire and The Humber,England,Borough,Labour,Lab,PP53,15,,Naz,Shah,Female,Yes,Yes,4409,11724,0.316173,-0.446033,6528
+E14001121,E12000006,Braintree,,East of England,England,County,Independent,Ind,,8,,David,Heather,Male,No,No,,767,0.015644,,116832
+E14001121,E12000006,Braintree,,East of England,England,County,Green,Green,PP63,44,,Paul,Thorogood,Male,No,No,,2878,0.058701,0.054192,57720
+E14001121,E12000006,Braintree,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Kieron,Franks,Male,No,No,,2879,0.058722,-0.038289,78466
+E14001121,E12000006,Braintree,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Richard,Thomson,Male,No,No,,11346,0.231419,,105572
+E14001121,E12000006,Braintree,,East of England,England,County,Labour,Lab,PP53,15,,Matthew,Wright,Male,No,No,,13744,0.28033,0.098482,88321
+E14001121,E12000006,Braintree,,East of England,England,County,Conservative,Con,PP52,4,,James,Cleverly,Male,Yes,Yes,4366,17414,0.355185,-0.319474,5464
+W07000085,W92000004,"Brecon, Radnor and Cwm Tawe",,Wales,Wales,County,Monster Raving Loony Party,MRLP,PP66,119,,Lady Lily,The Pink,Female,No,No,,237,0.005092,-0.001508,8247
+W07000085,W92000004,"Brecon, Radnor and Cwm Tawe",,Wales,Wales,County,Abolish the Welsh Assembly Party,AWA,PP12653,1008,,Jonathan,Harrington,Male,No,No,,372,0.007992,,117341
+W07000085,W92000004,"Brecon, Radnor and Cwm Tawe",,Wales,Wales,County,Green,Green,PP63,44,,Amerjit,Kaur-Dhaliwal,Female,No,No,,1188,0.025522,0.021294,88134
+W07000085,W92000004,"Brecon, Radnor and Cwm Tawe",,Wales,Wales,County,Plaid Cymru,PC,PP77,22,,Emily,Durrant-Munro,Female,No,No,,2280,0.048982,0.016615,26866
+W07000085,W92000004,"Brecon, Radnor and Cwm Tawe",,Wales,Wales,County,Reform UK,RUK,PP7931,1036,,Adam,Hill,Male,No,No,,6567,0.14108,0.122639,116470
+W07000085,W92000004,"Brecon, Radnor and Cwm Tawe",,Wales,Wales,County,Labour,Lab,PP53,15,,Matthew,Dorrance,Male,No,No,,9904,0.21277,0.037469,4274
+W07000085,W92000004,"Brecon, Radnor and Cwm Tawe",,Wales,Wales,County,Conservative,Con,PP52,4,,Fay,Jones,Female,Yes,Yes,4763,12264,0.26347,-0.202671,70555
+W07000085,W92000004,"Brecon, Radnor and Cwm Tawe",,Wales,Wales,County,Liberal Democrat,LD,PP90,17,,David,Chadwick,Male,No,No,5284,13736,0.295093,0.002856,71555
+E14001122,E12000007,Brent East,,London,England,Borough,Independent,Ind,,8,,Jenner,Folwell,Male,No,No,,169,0.004471,,117585
+E14001122,E12000007,Brent East,,London,England,Borough,Independent,Ind,,8,,Amin,Moafi,Male,No,No,,654,0.017301,,117586
+E14001122,E12000007,Brent East,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,James,Mutimer,Male,No,No,,1052,0.027829,,113730
+E14001122,E12000007,Brent East,,London,England,Borough,Independent,Ind,,8,,Aadil,Shaikh,Male,No,No,,1846,0.048833,,117587
+E14001122,E12000007,Brent East,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Zbigniew,Kowalczyk,Male,No,No,,2024,0.053542,0.049566,92068
+E14001122,E12000007,Brent East,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Jonny,Singh,Male,No,No,,2635,0.069705,-0.020533,92353
+E14001122,E12000007,Brent East,,London,England,Borough,Green,Green,PP63,44,,Nida,Alfulaij,Female,No,No,,3729,0.098646,0.066249,88553
+E14001122,E12000007,Brent East,,London,England,Borough,Conservative,Con,PP52,4,,Jamila,Robertson,Female,No,No,,6323,0.167266,-0.067734,116086
+E14001122,E12000007,Brent East,,London,England,Borough,Labour,Lab,PP53,15,,Dawn,Butler,Female,Yes,Yes,1489,19370,0.512407,-0.125983,1474
+E14001123,E12000007,Brent West,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Ian,Collier,Male,No,No,,2061,0.049811,0.034317,117527
+E14001123,E12000007,Brent West,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Nadia,Klok,Female,No,No,,2774,0.067044,,114013
+E14001123,E12000007,Brent West,,London,England,Borough,Green,Green,PP63,44,,Baston,De'Medici-Jaguar,Male,No,No,,2805,0.067793,0.050729,92712
+E14001123,E12000007,Brent West,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Paul,Lorber,Male,No,No,,3013,0.07282,-0.018241,6276
+E14001123,E12000007,Brent West,,London,England,Borough,Conservative,Con,PP52,4,,Sushil,Rapatwar,Male,No,No,,13465,0.32543,-0.012558,92671
+E14001123,E12000007,Brent West,,London,England,Borough,Labour,Lab,PP53,15,,Barry,Gardiner,Male,Yes,Yes,146,17258,0.417102,-0.115714,2456
+E14001124,E12000007,Brentford and Isleworth,,London,England,Borough,Independent,Ind,,8,,Zebunisa,Rao,Female,No,No,,486,0.010739,,117004
+E14001124,E12000007,Brentford and Isleworth,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Nisar,Malik,Male,No,No,,2746,0.06068,,39143
+E14001124,E12000007,Brentford and Isleworth,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Kuldev,Sehra,Male,No,No,,3863,0.085363,-0.077865,91674
+E14001124,E12000007,Brentford and Isleworth,,London,England,Borough,Reform UK,RUK,PP7931,1036,,David,Kerr,Male,No,No,,3940,0.087064,0.066469,115985
+E14001124,E12000007,Brentford and Isleworth,,London,England,Borough,Green,Green,PP63,44,,Freya,Summersgill,Female,No,No,,4029,0.089031,0.059195,46118
+E14001124,E12000007,Brentford and Isleworth,,London,England,Borough,Conservative,Con,PP52,4,,Laura,Blumenthal,Female,No,No,,10183,0.225019,-0.058019,59248
+E14001124,E12000007,Brentford and Isleworth,,London,England,Borough,Labour,Lab,PP53,15,,Ruth,Cadbury,Female,Yes,Yes,4389,20007,0.442105,-0.061199,4275
+E14001125,E12000006,Brentwood and Ongar,,East of England,England,County,English Democrats,ED,PP17,90,,Robin,Tilbrook,Male,No,No,,189,0.00391,-0.006162,3753
+E14001125,E12000006,Brentwood and Ongar,,East of England,England,County,Green,Green,PP63,44,,RJ,Learmouth,Non-binary,No,No,,1770,0.036622,0.004908,50546
+E14001125,E12000006,Brentwood and Ongar,,East of England,England,County,Liberal Democrat,LD,PP90,17,,David,Kendall,Male,No,No,,5809,0.12019,-0.015735,2414
+E14001125,E12000006,Brentwood and Ongar,,East of England,England,County,Labour,Lab,PP53,15,,Gareth,Barrett,Male,No,No,,11082,0.229289,0.092437,4689
+E14001125,E12000006,Brentwood and Ongar,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Paul,Godfrey,Male,No,No,,11751,0.243131,,98111
+E14001125,E12000006,Brentwood and Ongar,,East of England,England,County,Conservative,Con,PP52,4,,Alex,Burghart,Male,Yes,Yes,4613,17731,0.366858,-0.318578,6447
+W07000086,W92000004,Bridgend,,Wales,Wales,County,Liberal Democrat,LD,PP90,17,,Claire,Waller,Female,No,No,,1446,0.034949,-0.017568,115360
+W07000086,W92000004,Bridgend,,Wales,Wales,County,Green,Green,PP63,44,,Debra,Cooper,Female,No,No,,1760,0.042539,0.023955,72972
+W07000086,W92000004,Bridgend,,Wales,Wales,County,Independent,Ind,,8,,Mark,John,Male,No,No,,3338,0.080679,,24547
+W07000086,W92000004,Bridgend,,Wales,Wales,County,Plaid Cymru,PC,PP77,22,,Iolo,Caudy,Male,No,No,,3629,0.087712,0.035451,94243
+W07000086,W92000004,Bridgend,,Wales,Wales,County,Conservative,Con,PP52,4,,Anita,Boateng,Female,No,No,,6764,0.163484,-0.276076,47688
+W07000086,W92000004,Bridgend,,Wales,Wales,County,Reform UK,RUK,PP7931,1036,,Caroline,Jones,Female,No,No,,7921,0.191449,0.139274,5570
+W07000086,W92000004,Bridgend,,Wales,Wales,County,Labour,Lab,PP53,15,,Chris,Elmore,Male,Yes,Yes,4572,16516,0.399188,0.014286,4457
+E14001126,E12000009,Bridgwater,,South West,England,County,Workers Party of Britain,WPB,PP11382,1042,,Gregory,Tanner,Male,No,No,,168,0.004186,,117660
+E14001126,E12000009,Bridgwater,,South West,England,County,Independent,Ind,,8,,Pelé,Barnes,Male,No,No,,334,0.008323,,28169
+E14001126,E12000009,Bridgwater,,South West,England,County,Green,Green,PP63,44,,Charles,Graham,Male,No,No,,1720,0.042862,0.022308,2898
+E14001126,E12000009,Bridgwater,,South West,England,County,Liberal Democrat,LD,PP90,17,,Claire,Sully,Female,No,No,,5781,0.14406,-0.032191,91062
+E14001126,E12000009,Bridgwater,,South West,England,County,Reform UK,RUK,PP7931,1036,,Wiliam,Fagg,Male,No,No,,8913,0.222109,,117659
+E14001126,E12000009,Bridgwater,,South West,England,County,Labour,Lab,PP53,15,,Leigh,Redman,Male,No,No,,10932,0.272421,0.065018,19855
+E14001126,E12000009,Bridgwater,,South West,England,County,Conservative,Con,PP52,4,,Ashley,Fox,Male,No,No,5101,12281,0.306038,-0.272977,69744
+E14001127,E12000003,Bridlington and The Wolds,,Yorkshire and The Humber,England,County,Social Democratic Party,SDP,PP243,32,,Carlo,Verda,Male,No,No,,104,0.002422,,95267
+E14001127,E12000003,Bridlington and The Wolds,,Yorkshire and The Humber,England,County,Independent,Ind,,8,,Tom,Cone,Male,No,No,,309,0.007197,,116617
+E14001127,E12000003,Bridlington and The Wolds,,Yorkshire and The Humber,England,County,The Yorkshire Party,Yrks,PP2055,262,,Tim,Norman,Male,No,No,,915,0.02131,,35033
+E14001127,E12000003,Bridlington and The Wolds,,Yorkshire and The Humber,England,County,Green,Green,PP63,44,,Gill,Leek,Female,No,No,,1595,0.037147,0.008659,101472
+E14001127,E12000003,Bridlington and The Wolds,,Yorkshire and The Humber,England,County,Liberal Democrat,LD,PP90,17,,Jayne,Phoenix,Female,No,No,,3097,0.072129,-0.002785,30801
+E14001127,E12000003,Bridlington and The Wolds,,Yorkshire and The Humber,England,County,Reform UK,RUK,PP7931,1036,,Maria,Bowtell,Female,No,No,,10350,0.241051,,116563
+E14001127,E12000003,Bridlington and The Wolds,,Yorkshire and The Humber,England,County,Labour,Lab,PP53,15,,Sarah,Carter,Female,No,No,,11721,0.272981,0.074209,116793
+E14001127,E12000003,Bridlington and The Wolds,,Yorkshire and The Humber,England,County,Conservative,Con,PP52,4,,Charlie,Dewhirst,Male,No,No,5169,14846,0.345762,-0.319957,4194
+E14001128,E12000003,Brigg and Immingham,,Yorkshire and The Humber,England,County,Liberal Democrat,LD,PP90,17,,Eleanor,Rylance,Female,No,No,,1442,0.033923,-0.009828,26490
+E14001128,E12000003,Brigg and Immingham,,Yorkshire and The Humber,England,County,Green,Green,PP63,44,,Amie,Watson,Female,No,No,,1905,0.044815,0.016981,82049
+E14001128,E12000003,Brigg and Immingham,,Yorkshire and The Humber,England,County,Reform UK,RUK,PP7931,1036,,Paul,Ladlow,Male,No,No,,10594,0.249224,0.24226,116565
+E14001128,E12000003,Brigg and Immingham,,Yorkshire and The Humber,England,County,Labour,Lab,PP53,15,,Najmul,Hussain,Male,No,No,,12662,0.297873,0.095841,116564
+E14001128,E12000003,Brigg and Immingham,,Yorkshire and The Humber,England,County,Conservative,Con,PP52,4,,Martin,Vickers,Male,Yes,Yes,3957,15905,0.374165,-0.345255,495
+E14001129,E12000008,Brighton Kemptown and Peacehaven,,South East,England,Borough,Social Democratic Party,SDP,PP243,32,,Valerie,Gray,Female,No,No,,784,0.01927,,116281
+E14001129,E12000008,Brighton Kemptown and Peacehaven,,South East,England,Borough,Independent,Ind,,8,,Emma,Wall,Female,No,No,,1833,0.045052,,117299
+E14001129,E12000008,Brighton Kemptown and Peacehaven,,South East,England,Borough,Liberal Democrat,LD,PP90,17,,Stewart,Stone,Male,No,No,,3949,0.09706,0.037097,72421
+E14001129,E12000008,Brighton Kemptown and Peacehaven,,South East,England,Borough,Green,Green,PP63,44,,Elaine,Hills,Female,No,No,,7997,0.196554,0.139645,67699
+E14001129,E12000008,Brighton Kemptown and Peacehaven,,South East,England,Borough,Conservative,Con,PP52,4,,Khobi,Vallis,Female,No,No,,8230,0.202281,-0.142024,104138
+E14001129,E12000008,Brighton Kemptown and Peacehaven,,South East,England,Borough,Labour,Lab,PP53,15,,Chris,Ward,Male,No,No,5276,17893,0.439783,-0.072032,116892
+E14001130,E12000008,Brighton Pavilion,,South East,England,Borough,Independent,Ind,,8,,Steve,AI,Male,No,No,,179,0.003418,,90739
+E14001130,E12000008,Brighton Pavilion,,South East,England,Borough,Social Democratic Party,SDP,PP243,32,,Carl,Buckfield,Male,No,No,,184,0.003514,,116283
+E14001130,E12000008,Brighton Pavilion,,South East,England,Borough,Monster Raving Loony Party,MRLP,PP66,119,,Citizen,Skwith,Male,No,No,,257,0.004908,-0.000363,72123
+E14001130,E12000008,Brighton Pavilion,,South East,England,Borough,Liberal Democrat,LD,PP90,17,,Ashley,Ridley,Male,No,No,,1604,0.030632,,65455
+E14001130,E12000008,Brighton Pavilion,,South East,England,Borough,Reform UK,RUK,PP7931,1036,,Mark,Mulvihill,Male,No,No,,2836,0.05416,0.040815,65289
+E14001130,E12000008,Brighton Pavilion,,South East,England,Borough,Conservative,Con,PP52,4,,Sarah,Webster,Female,No,No,,3975,0.075912,-0.101475,106047
+E14001130,E12000008,Brighton Pavilion,,South East,England,Borough,Labour,Lab,PP53,15,,Tom,Gray,Male,No,No,,14519,0.277276,0.050572,114740
+E14001130,E12000008,Brighton Pavilion,,South East,England,Borough,Green,Green,PP63,44,,Siân,Berry,Female,No,No,5314,28809,0.550179,-0.020302,34835
+E14001131,E12000009,Bristol Central,,South West,England,Borough,Party of Women,POW,PP17545,1102,,Kellie-Jay,Keen,Female,No,No,,196,0.00452,,116681
+E14001131,E12000009,Bristol Central,,South West,England,Borough,Liberal Democrat,LD,PP90,17,,Nicholas,Coombes,Male,No,No,,1162,0.026796,,10569
+E14001131,E12000009,Bristol Central,,South West,England,Borough,Reform UK,RUK,PP7931,1036,,Robert,Clarke,Male,No,No,,1338,0.030854,0.019323,76688
+E14001131,E12000009,Bristol Central,,South West,England,Borough,Conservative,Con,PP52,4,,Samuel,Williams,Male,No,No,,1998,0.046074,-0.097353,72699
+E14001131,E12000009,Bristol Central,,South West,England,Borough,Labour,Lab,PP53,15,,Thangam,Debbonaire,Female,Yes,Yes,4433,14132,0.325885,-0.258963,4281
+E14001131,E12000009,Bristol Central,,South West,England,Borough,Green,Green,PP63,44,,Carla,Denyer,Female,No,No,5102,24539,0.565871,0.305677,9774
+E14001132,E12000009,Bristol East,,South West,England,Borough,Independent,Ind,,8,,Wael,Arafat,Male,No,No,,257,0.005574,,117685
+E14001132,E12000009,Bristol East,,South West,England,Borough,Social Democratic Party,SDP,PP243,32,,Claire,Dunnage,Female,No,No,,555,0.012037,,116798
+E14001132,E12000009,Bristol East,,South West,England,Borough,Independent,Ind,,8,,Farooq,Siddique,Male,No,No,,1259,0.027305,,117686
+E14001132,E12000009,Bristol East,,South West,England,Borough,Liberal Democrat,LD,PP90,17,,Tony,Sutcliffe,Male,No,No,,2713,0.058839,-0.010618,57517
+E14001132,E12000009,Bristol East,,South West,England,Borough,Conservative,Con,PP52,4,,Dan,Conaghan,Male,No,No,,6435,0.139561,-0.093536,115096
+E14001132,E12000009,Bristol East,,South West,England,Borough,Green,Green,PP63,44,,Ani,Stafford-Townsend,Female,No,No,,14142,0.306708,0.222347,9771
+E14001132,E12000009,Bristol East,,South West,England,Borough,Labour,Lab,PP53,15,,Kerry,McCarthy,Female,Yes,Yes,1491,20748,0.449977,-0.133896,893
+E14001133,E12000009,Bristol North East,,South West,England,Borough,Social Democratic Party,SDP,PP243,32,,Tommy,Trueman,Male,No,No,,122,0.002906,,83597
+E14001133,E12000009,Bristol North East,,South West,England,Borough,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,Dan,Smart,Male,No,No,,399,0.009502,,112330
+E14001133,E12000009,Bristol North East,,South West,England,Borough,Independent,Ind,,8,,Asif,Ali,Male,No,No,,1029,0.024506,,117696
+E14001133,E12000009,Bristol North East,,South West,England,Borough,Liberal Democrat,LD,PP90,17,,Louise,Harris,Female,No,No,,1964,0.046774,-0.004223,49177
+E14001133,E12000009,Bristol North East,,South West,England,Borough,Reform UK,RUK,PP7931,1036,,Anthony,New,Male,No,No,,5418,0.129034,0.114087,117697
+E14001133,E12000009,Bristol North East,,South West,England,Borough,Conservative,Con,PP52,4,,Rose,Hulse,Female,No,No,,6216,0.148039,-0.24321,115101
+E14001133,E12000009,Bristol North East,,South West,England,Borough,Green,Green,PP63,44,,Lorraine,Francis,Female,No,No,,7837,0.186644,0.146812,5702
+E14001133,E12000009,Bristol North East,,South West,England,Borough,Labour,Lab,PP53,15,,Damien,Egan,Male,Yes,Yes,5010,19004,0.452595,-0.05038,2833
+E14001134,E12000009,Bristol North West,,South West,England,Borough,Social Democratic Party,SDP,PP243,32,,Ben,Smith,Male,No,No,,222,0.004581,,116385
+E14001134,E12000009,Bristol North West,,South West,England,Borough,Liberal Democrat,LD,PP90,17,,Caroline,Gooch,Female,No,No,,4159,0.085816,0.004744,73389
+E14001134,E12000009,Bristol North West,,South West,England,Borough,Reform UK,RUK,PP7931,1036,,Scarlett,O'Connor,Female,No,No,,4863,0.100343,0.098922,115864
+E14001134,E12000009,Bristol North West,,South West,England,Borough,Conservative,Con,PP52,4,,Laura,Saunders,Female,No,No,,6773,0.139753,-0.225147,81638
+E14001134,E12000009,Bristol North West,,South West,England,Borough,Green,Green,PP63,44,,Mary,Page,Female,No,No,,8389,0.173098,0.109267,72698
+E14001134,E12000009,Bristol North West,,South West,England,Borough,Labour,Lab,PP53,15,,Darren,Jones,Male,Yes,Yes,4621,24058,0.49641,0.007633,553
+E14001135,E12000009,Bristol South,,South West,England,Borough,Social Democratic Party,SDP,PP243,32,,Neil,Norton,Male,No,No,,164,0.003779,,53864
+E14001135,E12000009,Bristol South,,South West,England,Borough,Liberal Democrat,LD,PP90,17,,Andrew,Brown,Male,No,No,,2721,0.062692,0.00029,7887
+E14001135,E12000009,Bristol South,,South West,England,Borough,Conservative,Con,PP52,4,,Liz,Brennan,Female,No,No,,4947,0.113978,-0.214189,58039
+E14001135,E12000009,Bristol South,,South West,England,Borough,Reform UK,RUK,PP7931,1036,,Richard,Visick,Male,No,No,,6195,0.142732,0.100178,117702
+E14001135,E12000009,Bristol South,,South West,England,Borough,Green,Green,PP63,44,,Jai,Breitnauer,Female,No,No,,10855,0.250098,0.199443,83365
+E14001135,E12000009,Bristol South,,South West,England,Borough,Labour,Lab,PP53,15,,Karin,Smyth,Female,Yes,Yes,4444,18521,0.426722,-0.0895,4280
+E14001136,E12000006,Broadland and Fakenham,,East of England,England,County,Green,Green,PP63,44,,Jan,Davis,Male,No,No,,3203,0.06469,0.039735,50035
+E14001136,E12000006,Broadland and Fakenham,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Leyla,Hannbeck,Female,No,No,,5526,0.111607,-0.048956,113486
+E14001136,E12000006,Broadland and Fakenham,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Eric,Masters,Male,No,No,,8859,0.178923,,26026
+E14001136,E12000006,Broadland and Fakenham,,East of England,England,County,Labour,Lab,PP53,15,,Iain,Simpson,Male,No,No,,15603,0.315129,0.099012,34362
+E14001136,E12000006,Broadland and Fakenham,,East of England,England,County,Conservative,Con,PP52,4,,Jerome,Mayhew,Male,Yes,Yes,4739,16322,0.329651,-0.26184,72032
+E14001137,E12000007,Bromley and Biggin Hill,,London,England,Borough,Climate Party,Cli,PP12958,1053,,Karen,Miller,Female,No,No,,94,0.002009,,117661
+E14001137,E12000007,Bromley and Biggin Hill,,London,England,Borough,Green,Green,PP63,44,,Caroline,Sandes,Female,No,No,,2583,0.055206,0.018393,44583
+E14001137,E12000007,Bromley and Biggin Hill,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Julie,Ireland,Female,No,No,,4352,0.093015,-0.066755,8019
+E14001137,E12000007,Bromley and Biggin Hill,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Alan,Cook,Male,No,No,,8203,0.175323,,109131
+E14001137,E12000007,Bromley and Biggin Hill,,London,England,Borough,Labour,Lab,PP53,15,,Oana,Olaru-Holmes,Female,No,No,,15627,0.333996,0.082661,92195
+E14001137,E12000007,Bromley and Biggin Hill,,London,England,Borough,Conservative,Con,PP52,4,,Peter,Fortune,Male,No,No,5209,15929,0.340451,-0.204007,4204
+E14001138,E12000005,Bromsgrove,,West Midlands,England,County,Workers Party of Britain,WPB,PP11382,1042,,Aheesha,Zahir,Female,No,No,,144,0.002857,,115519
+E14001138,E12000005,Bromsgrove,,West Midlands,England,County,Independent,Ind,,8,,Sam,Ammar,Female,No,No,,1561,0.030969,,98929
+E14001138,E12000005,Bromsgrove,,West Midlands,England,County,Green,Green,PP63,44,,Talia,Ellis,Female,No,No,,1675,0.033231,0.000378,87548
+E14001138,E12000005,Bromsgrove,,West Midlands,England,County,Liberal Democrat,LD,PP90,17,,David,Nicholl,Male,No,No,,7391,0.146632,0.021724,71334
+E14001138,E12000005,Bromsgrove,,West Midlands,England,County,Reform UK,RUK,PP7931,1036,,Glen,Brampton,Male,No,No,,9584,0.19014,,117664
+E14001138,E12000005,Bromsgrove,,West Midlands,England,County,Labour,Lab,PP53,15,,Neena,Gill,Female,No,No,,13517,0.268168,0.05992,69999
+E14001138,E12000005,Bromsgrove,,West Midlands,England,County,Conservative,Con,PP52,4,,Bradley,Thomas,Male,No,No,5186,16533,0.328003,-0.305989,62237
+E14001139,E12000006,Broxbourne,,East of England,England,County,English Constitution Party,ECP,PP12881,1046,,Brett,Frewin,Male,No,No,,87,0.002026,,117672
+E14001139,E12000006,Broxbourne,,East of England,England,County,UK Independence Party,UKIP,PP85,35,,Martin,Harvey,Male,No,No,,172,0.004004,,1157
+E14001139,E12000006,Broxbourne,,East of England,England,County,Green,Green,PP63,44,,Owen,Brett,Male,No,No,,2461,0.057297,0.029588,76414
+E14001139,E12000006,Broxbourne,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Nick,Belfitt,Male,No,No,,2688,0.062581,-0.027445,24671
+E14001139,E12000006,Broxbourne,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Tom,Holdsworth,Male,No,No,,8782,0.204461,,18210
+E14001139,E12000006,Broxbourne,,East of England,England,County,Labour,Lab,PP53,15,,Catherine,Deakin,Female,No,No,,12952,0.301546,0.061693,86731
+E14001139,E12000006,Broxbourne,,East of England,England,County,Conservative,Con,PP52,4,,Lewis,Cocking,Male,No,No,5050,15810,0.368085,-0.274327,14254
+E14001140,E12000004,Broxtowe,,East Midlands,England,County,Workers Party of Britain,WPB,PP11382,1042,,Maqsood,Syed,Male,No,No,,388,0.008111,,113309
+E14001140,E12000004,Broxtowe,,East Midlands,England,County,Independent,Ind,,8,,John,Doddy,Male,No,No,,1034,0.021615,,25800
+E14001140,E12000004,Broxtowe,,East Midlands,England,County,Green,Green,PP63,44,,Teresa,Needham,Female,No,No,,3488,0.072913,0.042793,50756
+E14001140,E12000004,Broxtowe,,East Midlands,England,County,Liberal Democrat,LD,PP90,17,,James,Collis,Male,No,No,,3807,0.079581,0.074517,113308
+E14001140,E12000004,Broxtowe,,East Midlands,England,County,Reform UK,RUK,PP7931,1036,,Joseph,Oakley,Male,No,No,,8402,0.175634,0.168807,117716
+E14001140,E12000004,Broxtowe,,East Midlands,England,County,Conservative,Con,PP52,4,,Darren,Henry,Male,Yes,Yes,4794,11158,0.233246,-0.218415,5614
+E14001140,E12000004,Broxtowe,,East Midlands,England,County,Labour,Lab,PP53,15,,Juliet,Campbell,Female,No,No,5058,19561,0.408901,0.028863,47264
+E14001141,E12000008,Buckingham and Bletchley,,South East,England,County,Independent,Ind,,8,,Ray,Brady,Male,No,No,,500,0.010495,,67898
+E14001141,E12000008,Buckingham and Bletchley,,South East,England,County,Green,Green,PP63,44,,Amanda,Onwuemene,Female,No,No,,2590,0.054365,0.042409,85206
+E14001141,E12000008,Buckingham and Bletchley,,South East,England,County,Liberal Democrat,LD,PP90,17,,Dominic,Dyer,Male,No,No,,4300,0.090258,-0.06405,105489
+E14001141,E12000008,Buckingham and Bletchley,,South East,England,County,Reform UK,RUK,PP7931,1036,,Jordan,Cattell,Male,No,No,,7468,0.156756,0.1471,116286
+E14001141,E12000008,Buckingham and Bletchley,,South East,England,County,Conservative,Con,PP52,4,,Iain,Stewart,Male,Yes,Yes,4015,15181,0.318654,-0.211902,2180
+E14001141,E12000008,Buckingham and Bletchley,,South East,England,County,Labour,Lab,PP53,15,,Callum,Anderson,Male,No,No,5193,17602,0.369472,0.09258,72065
+E14001142,E12000002,Burnley,,North West,England,County,Independent,Ind,,8,,David,Roper,Male,No,No,,151,0.003802,,15136
+E14001142,E12000002,Burnley,,North West,England,County,Independent,Ind,,8,,Mitchell,Cryer,Male,No,No,,169,0.004255,,80692
+E14001142,E12000002,Burnley,,North West,England,County,Independent,Ind,,8,,Rayyan,Fiass,Male,No,No,,292,0.007352,,117584
+E14001142,E12000002,Burnley,,North West,England,County,Green,Green,PP63,44,,Jack,Launer,Male,No,No,,1518,0.038218,0.020236,87845
+E14001142,E12000002,Burnley,,North West,England,County,Reform UK,RUK,PP7931,1036,,Nathan,McCollum,Male,No,No,,7755,0.195247,0.12387,18957
+E14001142,E12000002,Burnley,,North West,England,County,Conservative,Con,PP52,4,,Antony,Higginbotham,Male,Yes,Yes,4833,8058,0.202875,-0.201694,43129
+E14001142,E12000002,Burnley,,North West,England,County,Liberal Democrat,LD,PP90,17,,Gordon,Birtwistle,Male,No,Yes,3946,9178,0.231073,0.154346,1534
+E14001142,E12000002,Burnley,,North West,England,County,Labour and Co-operative,Lab,PP53,15,PP119,Oliver,Ryan,Male,No,No,5135,12598,0.317178,-0.084694,41937
+E14001143,E12000005,Burton and Uttoxeter,,West Midlands,England,County,Liberal Democrat,LD,PP90,17,,Sarah,Murray,Female,No,No,,1663,0.036448,-0.018561,40215
+E14001143,E12000005,Burton and Uttoxeter,,West Midlands,England,County,Workers Party of Britain,WPB,PP11382,1042,,Azmat,Mir,Male,No,No,,2056,0.045061,,117518
+E14001143,E12000005,Burton and Uttoxeter,,West Midlands,England,County,Green,Green,PP63,44,,Anna,Williams Westwood,Female,No,No,,2119,0.046442,0.01704,101677
+E14001143,E12000005,Burton and Uttoxeter,,West Midlands,England,County,Reform UK,RUK,PP7931,1036,,James,Bush,Male,No,No,,9611,0.210643,,5949
+E14001143,E12000005,Burton and Uttoxeter,,West Midlands,England,County,Conservative,Con,PP52,4,,Kate,Kniveton,Female,Yes,Yes,4773,13956,0.305872,-0.300637,72068
+E14001143,E12000005,Burton and Uttoxeter,,West Midlands,England,County,Labour,Lab,PP53,15,,Jacob,Collier,Male,No,No,5077,16222,0.355535,0.046454,115521
+E14001144,E12000002,Bury North,,North West,England,Borough,Independent,Ind,,8,,Spencer,Donnelly,Male,No,No,,277,0.006085,,73558
+E14001144,E12000002,Bury North,,North West,England,Borough,Independent,Ind,,8,,Anwarul,Haq,Male,No,No,,571,0.012544,,117155
+E14001144,E12000002,Bury North,,North West,England,Borough,Liberal Democrat,LD,PP90,17,,Mark,Alcock,Male,No,No,,1317,0.028932,-0.00172,2542
+E14001144,E12000002,Bury North,,North West,England,Borough,Green,Green,PP63,44,,Owain,Sutton,Male,No,No,,1747,0.038379,0.020817,7900
+E14001144,E12000002,Bury North,,North West,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Shafat,Ali,Male,No,No,,1917,0.042113,,116133
+E14001144,E12000002,Bury North,,North West,England,Borough,Reform UK,RUK,PP7931,1036,,Lynda,Rosewell,Female,No,No,,7385,0.162236,0.135193,117156
+E14001144,E12000002,Bury North,,North West,England,Borough,Conservative,Con,PP52,4,,James,Daly,Male,Yes,Yes,4854,12681,0.278581,-0.194301,4163
+E14001144,E12000002,Bury North,,North West,England,Borough,Labour,Lab,PP53,15,,James,Frith,Male,No,Yes,4637,19625,0.431129,-0.017777,4286
+E14001145,E12000002,Bury South,,North West,England,Borough,Communist Party of Britain,Comm,PP78,76,,Dan,Ross,Male,No,No,,181,0.004288,,94879
+E14001145,E12000002,Bury South,,North West,England,Borough,English Democrats,ED,PP17,90,,Stephen,Morris,Male,No,No,,224,0.005306,,7011
+E14001145,E12000002,Bury South,,North West,England,Borough,Independent,Ind,,8,,Michael,Elston,Male,No,No,,277,0.006562,,42139
+E14001145,E12000002,Bury South,,North West,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Sameera,Ashraf,Female,No,No,,1023,0.024234,,117158
+E14001145,E12000002,Bury South,,North West,England,Borough,Liberal Democrat,LD,PP90,17,,Andrew,Page,Male,No,No,,1796,0.042545,-0.019086,5461
+E14001145,E12000002,Bury South,,North West,England,Borough,Green,Green,PP63,44,,Michael,Welton,Male,No,No,,2715,0.064315,0.046182,54626
+E14001145,E12000002,Bury South,,North West,England,Borough,Reform UK,RUK,PP7931,1036,,Jeff,Armstrong,Male,No,No,,6865,0.162624,0.125412,6631
+E14001145,E12000002,Bury South,,North West,England,Borough,Conservative,Con,PP52,4,,Arnie,Saunders,Male,No,No,,9886,0.234188,-0.200474,15769
+E14001145,E12000002,Bury South,,North West,England,Borough,Labour,Lab,PP53,15,,Christian,Wakeford,Male,Yes,Yes,4871,19247,0.455939,0.040115,18920
+E14001146,E12000006,Bury St Edmunds and Stowmarket,,East of England,England,County,Communist Party of Britain,Comm,PP78,76,,Darren,Turner,Male,No,No,,176,0.003458,,60316
+E14001146,E12000006,Bury St Edmunds and Stowmarket,,East of England,England,County,Rejoin EU,REU,PP11423,1040,,Richard,Baker-Howard,Male,No,No,,350,0.006877,,117663
+E14001146,E12000006,Bury St Edmunds and Stowmarket,,East of England,England,County,Independent,Ind,,8,,Jeremy,Lee,Male,No,No,,819,0.016093,,116957
+E14001146,E12000006,Bury St Edmunds and Stowmarket,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Peter,McDonald,Male,No,No,,3154,0.061973,0.051207,12072
+E14001146,E12000006,Bury St Edmunds and Stowmarket,,East of England,England,County,Green,Green,PP63,44,,Emma,Buckmaster,Female,No,No,,5761,0.113198,-0.011037,98696
+E14001146,E12000006,Bury St Edmunds and Stowmarket,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Scott,Hussey,Male,No,No,,8595,0.168884,,113493
+E14001146,E12000006,Bury St Edmunds and Stowmarket,,East of England,England,County,Conservative,Con,PP52,4,,Will,Tanner,Male,No,No,,15293,0.300493,-0.328744,116982
+E14001146,E12000006,Bury St Edmunds and Stowmarket,,East of England,England,County,Labour,Lab,PP53,15,,Peter,Prinsley,Male,No,No,5163,16745,0.329024,0.120605,75648
+W07000087,W92000004,Caerfyrddin,,Wales,Wales,County,Workers Party of Britain,WPB,PP11382,1042,,David,Evans,Male,No,No,,216,0.004736,,116772
+W07000087,W92000004,Caerfyrddin,,Wales,Wales,County,Women's Equality Party,WEP,PP2755,260,,Nancy,Cole,Female,No,No,,282,0.006184,,117577
+W07000087,W92000004,Caerfyrddin,,Wales,Wales,County,Green,Green,PP63,44,,Will,Beasley,Male,No,No,,1371,0.030063,,94642
+W07000087,W92000004,Caerfyrddin,,Wales,Wales,County,Liberal Democrat,LD,PP90,17,,Nick,Beckett,Male,No,No,,1461,0.032037,0.019176,93316
+W07000087,W92000004,Caerfyrddin,,Wales,Wales,County,Reform UK,RUK,PP7931,1036,,Bernard,Holton,Male,No,No,,6944,0.152267,0.114342,77402
+W07000087,W92000004,Caerfyrddin,,Wales,Wales,County,Conservative,Con,PP52,4,,Simon,Hart,Male,Yes,Yes,3944,8825,0.193514,-0.198129,3579
+W07000087,W92000004,Caerfyrddin,,Wales,Wales,County,Labour,Lab,PP53,15,,Martha,O'Neil,Female,No,No,,10985,0.240878,-0.009956,115361
+W07000087,W92000004,Caerfyrddin,,Wales,Wales,County,Plaid Cymru,PC,PP77,22,,Ann,Davies,Female,No,No,5177,15520,0.340321,0.033583,27251
+W07000088,W92000004,Caerphilly,,Wales,Wales,County,Green,Green,PP63,44,,Mark,Thomas,Male,No,No,,1650,0.043155,0.039516,116643
+W07000088,W92000004,Caerphilly,,Wales,Wales,County,Liberal Democrat,LD,PP90,17,,Steve,Aicheler,Male,No,No,,1788,0.046765,0.039598,74026
+W07000088,W92000004,Caerphilly,,Wales,Wales,County,Conservative,Con,PP52,4,,Brandon,Gorman,Male,No,No,,4385,0.114688,-0.17114,89266
+W07000088,W92000004,Caerphilly,,Wales,Wales,County,Reform UK,RUK,PP7931,1036,,Joshua,Kim,Male,No,No,,7754,0.202804,0.085495,117147
+W07000088,W92000004,Caerphilly,,Wales,Wales,County,Plaid Cymru,PC,PP77,22,,Lindsay,Whittle,Male,No,No,,8119,0.21235,0.065242,59
+W07000088,W92000004,Caerphilly,,Wales,Wales,County,Labour and Co-operative,Lab,PP53,15,PP119,Chris,Evans,Male,Yes,Yes,4040,14538,0.380237,-0.058712,2487
+S14000069,S92000003,"Caithness, Sutherland and Easter Ross",,Scotland,Scotland,County ,Alba Party,Alba,PP12700,1034,,Steve,Chisholm,Male,No,No,,795,0.017265,,116214
+S14000069,S92000003,"Caithness, Sutherland and Easter Ross",,Scotland,Scotland,County ,Scottish Green Party,Green,PP130,1057,,Anne,Thomas,Female,No,No,,1641,0.035637,0.029264,6084
+S14000069,S92000003,"Caithness, Sutherland and Easter Ross",,Scotland,Scotland,County ,Conservative,Con,PP52,4,,Fiona,Fawcett,Female,No,No,,1860,0.040393,-0.132957,72452
+S14000069,S92000003,"Caithness, Sutherland and Easter Ross",,Scotland,Scotland,County ,Reform UK,RUK,PP7931,1036,,Sandra,Skinner,Female,No,No,,3360,0.072967,0.044325,6835
+S14000069,S92000003,"Caithness, Sutherland and Easter Ross",,Scotland,Scotland,County ,Labour,Lab,PP53,15,,Eva,Kestner,Female,No,No,,3409,0.074031,0.02094,92289
+S14000069,S92000003,"Caithness, Sutherland and Easter Ross",,Scotland,Scotland,County ,Scottish National Party,SNP,PP102,29,,Lucy,Beattie,Female,No,No,,12247,0.265962,-0.122847,116213
+S14000069,S92000003,"Caithness, Sutherland and Easter Ross",,Scotland,Scotland,County ,Liberal Democrat,LD,PP90,17,,Jamie,Stone,Male,Yes,Yes,4612,22736,0.493746,0.15782,8632
+E14001147,E12000003,Calder Valley,,Yorkshire and The Humber,England,County,Social Democratic Party,SDP,PP243,32,,Jim,McNeill,Male,No,No,,171,0.003447,,116566
+E14001147,E12000003,Calder Valley,,Yorkshire and The Humber,England,County,The Yorkshire Party,Yrks,PP2055,262,,James,Vasey,Male,No,No,,404,0.008144,,7667
+E14001147,E12000003,Calder Valley,,Yorkshire and The Humber,England,County,Liberal Democrat,LD,PP90,17,,Donal,O'Hanlon,Male,No,No,,2587,0.052149,0.001524,661
+E14001147,E12000003,Calder Valley,,Yorkshire and The Humber,England,County,Green,Green,PP63,44,,Kieran,Turner,Male,No,No,,3701,0.074605,,34374
+E14001147,E12000003,Calder Valley,,Yorkshire and The Humber,England,County,Reform UK,RUK,PP7931,1036,,Donald,Walmsley,Male,No,No,,7644,0.154088,,117715
+E14001147,E12000003,Calder Valley,,Yorkshire and The Humber,England,County,Conservative,Con,PP52,4,,Vanessa,Lee,Female,No,No,,13055,0.263163,-0.25037,100961
+E14001147,E12000003,Calder Valley,,Yorkshire and The Humber,England,County,Labour,Lab,PP53,15,,Josh,Fenton-Glynn,Male,No,No,5295,22046,0.444404,0.021334,4289
+E14001148,E12000009,Camborne and Redruth,,South West,England,County,Socialist Labour Party,SL,PP73,147,,Robert,Hawkins,Male,No,No,,342,0.007157,,2644
+E14001148,E12000009,Camborne and Redruth,,South West,England,County,Liberal,Lib,PP54,16,,Paul,Holmes,Male,No,No,,624,0.013058,-0.000047,29581
+E14001148,E12000009,Camborne and Redruth,,South West,England,County,Green,Green,PP63,44,,Catherine,Hayes,Female,No,No,,2840,0.059433,0.031496,95512
+E14001148,E12000009,Camborne and Redruth,,South West,England,County,Liberal Democrat,LD,PP90,17,,Thalia,Marrington,Female,No,No,,4113,0.086073,0.001352,83145
+E14001148,E12000009,Camborne and Redruth,,South West,England,County,Reform UK,RUK,PP7931,1036,,Roger,Tarrant,Male,No,No,,8952,0.187339,,116388
+E14001148,E12000009,Camborne and Redruth,,South West,England,County,Conservative,Con,PP52,4,,Connor,Donnithorne,Male,No,No,,11554,0.241791,-0.290788,78561
+E14001148,E12000009,Camborne and Redruth,,South West,England,County,Labour,Lab,PP53,15,,Perran,Moon,Male,No,No,5208,19360,0.405148,0.063491,10815
+E14001149,E12000006,Cambridge,,East of England,England,Borough,Rebooting Democracy,RBD,PP2674,195,,Keith,Garrett,Male,No,No,,265,0.006295,0.004948,7335
+E14001149,E12000006,Cambridge,,East of England,England,Borough,Independent,Ind,,8,,David,Carmona,Male,No,No,,819,0.019454,,108972
+E14001149,E12000006,Cambridge,,East of England,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Khalid,Abu-Tayyem,Male,No,No,,951,0.022589,,117207
+E14001149,E12000006,Cambridge,,East of England,England,Borough,Conservative,Con,PP52,4,,Shane,Manning,Male,No,No,,5073,0.120499,-0.027149,56396
+E14001149,E12000006,Cambridge,,East of England,England,Borough,Green,Green,PP63,44,,Sarah,Nicmanis,Female,No,No,,6842,0.162518,0.120942,38241
+E14001149,E12000006,Cambridge,,East of England,England,Borough,Liberal Democrat,LD,PP90,17,,Cheney,Payne,Female,No,No,,8536,0.202755,-0.108885,35883
+E14001149,E12000006,Cambridge,,East of England,England,Borough,Labour,Lab,PP53,15,,Daniel,Zeichner,Male,Yes,Yes,4382,19614,0.465891,-0.008576,45
+E14001150,E12000005,Cannock Chase,,West Midlands,England,County,Liberal Democrat,LD,PP90,17,,Elizabeth,Jewkes,Female,No,No,,1029,0.023956,,2125
+E14001150,E12000005,Cannock Chase,,West Midlands,England,County,Green,Green,PP63,44,,Andrea,Muckley,Female,No,No,,2137,0.049752,-0.013297,39153
+E14001150,E12000005,Cannock Chase,,West Midlands,England,County,Reform UK,RUK,PP7931,1036,,Paul,Allen,Male,No,No,,11570,0.269364,,10099
+E14001150,E12000005,Cannock Chase,,West Midlands,England,County,Conservative,Con,PP52,4,,Amanda,Milling,Female,Yes,Yes,4454,12546,0.292087,-0.391004,4172
+E14001150,E12000005,Cannock Chase,,West Midlands,England,County,Labour,Lab,PP53,15,,Josh,Newbury,Male,No,No,5034,15671,0.364841,0.110981,61091
+E14001151,E12000008,Canterbury,,South East,England,County,Social Democratic Party,SDP,PP243,32,,Luke,Buchanan-Hodgman,Male,No,No,,285,0.006034,,114747
+E14001151,E12000008,Canterbury,,South East,England,County,Liberal Democrat,LD,PP90,17,,Russ,Timpson,Male,No,No,,3812,0.08071,0.023735,4531
+E14001151,E12000008,Canterbury,,South East,England,County,Green,Green,PP63,44,,Henry,Stanton,Male,No,No,,5920,0.125341,,27288
+E14001151,E12000008,Canterbury,,South East,England,County,Reform UK,RUK,PP7931,1036,,Bridget,Porter,Female,No,No,,6805,0.144079,,114749
+E14001151,E12000008,Canterbury,,South East,England,County,Conservative,Con,PP52,4,,Louise,Harvey-Quirke,Female,No,No,,10878,0.230315,-0.217889,67510
+E14001151,E12000008,Canterbury,,South East,England,County,Labour,Lab,PP53,15,,Rosie,Duffield,Female,Yes,Yes,4616,19531,0.413521,-0.072467,34312
+W07000089,W92000004,Cardiff East,,Wales,Wales,Borough,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,John,Williams,Male,No,No,,195,0.004984,,22826
+W07000089,W92000004,Cardiff East,,Wales,Wales,Borough,Plaid Cymru,PC,PP77,22,,Cadewyn,Skelley,Non-binary,No,No,,3550,0.090739,0.084455,116473
+W07000089,W92000004,Cardiff East,,Wales,Wales,Borough,Conservative,Con,PP52,4,,Beatrice,Brandon,Female,No,No,,3913,0.100018,-0.127126,117486
+W07000089,W92000004,Cardiff East,,Wales,Wales,Borough,Green,Green,PP63,44,,Sam,Coates,Male,No,No,,3916,0.100095,0.093682,2955
+W07000089,W92000004,Cardiff East,,Wales,Wales,Borough,Reform UK,RUK,PP7931,1036,,Lee,Canning,Male,No,No,,4980,0.127291,0.092726,28815
+W07000089,W92000004,Cardiff East,,Wales,Wales,Borough,Liberal Democrat,LD,PP90,17,,Rodney,Berman,Male,No,No,,6736,0.172175,0.049219,20032
+W07000089,W92000004,Cardiff East,,Wales,Wales,Borough,Labour,Lab,PP53,15,,Jo,Stevens,Female,Yes,Yes,4425,15833,0.404698,-0.18753,4293
+W07000090,W92000004,Cardiff North,,Wales,Wales,Borough,Green,Green,PP63,44,,Meg,Shepherd-Foster,Female,No,No,,3160,0.066564,0.051576,94124
+W07000090,W92000004,Cardiff North,,Wales,Wales,Borough,Liberal Democrat,LD,PP90,17,,Irfan,Latif,Male,No,No,,3168,0.066733,0.001259,92979
+W07000090,W92000004,Cardiff North,,Wales,Wales,Borough,Plaid Cymru,PC,PP77,22,,Malcolm,Phillips,Male,No,No,,4669,0.098351,0.063841,116911
+W07000090,W92000004,Cardiff North,,Wales,Wales,Borough,Reform UK,RUK,PP7931,1036,,Lawrence,Gwynn,Male,No,No,,5985,0.126072,0.099568,3342
+W07000090,W92000004,Cardiff North,,Wales,Wales,Borough,Conservative,Con,PP52,4,,Joel,Williams,Male,No,No,,9642,0.203105,-0.154259,8071
+W07000090,W92000004,Cardiff North,,Wales,Wales,Borough,Labour,Lab,PP53,15,,Anna,McMorrin,Female,Yes,Yes,4632,20849,0.439176,-0.056721,8175
+W07000091,W92000004,Cardiff South and Penarth,,Wales,Wales,Borough,Liberal Democrat,LD,PP90,17,,Alex,Wilson,Male,No,No,,2908,0.074229,0.004187,72926
+W07000091,W92000004,Cardiff South and Penarth,,Wales,Wales,Borough,Plaid Cymru,PC,PP77,22,,Sharifah,Rahman,Female,No,No,,3227,0.082372,0.040859,116860
+W07000091,W92000004,Cardiff South and Penarth,,Wales,Wales,Borough,Reform UK,RUK,PP7931,1036,,Simon,Llewellyn,Male,No,No,,4493,0.114688,0.087112,116475
+W07000091,W92000004,Cardiff South and Penarth,,Wales,Wales,Borough,Conservative,Con,PP52,4,,Ellis,Smith,Male,No,No,,5459,0.139346,-0.162004,89199
+W07000091,W92000004,Cardiff South and Penarth,,Wales,Wales,Borough,Green,Green,PP63,44,,Anthony,Slaughter,Male,No,No,,5661,0.144502,0.121611,5329
+W07000091,W92000004,Cardiff South and Penarth,,Wales,Wales,Borough,Labour and Co-operative,Lab,PP53,15,PP119,Stephen,Doughty,Male,Yes,Yes,4264,17428,0.444864,-0.091765,5546
+W07000092,W92000004,Cardiff West,,Wales,Wales,Borough,Heritage Party,HPUK,PP12550,1037,,Sean,Wesley,Male,No,No,,71,0.001586,,117699
+W07000092,W92000004,Cardiff West,,Wales,Wales,Borough,Independent,Ind,,8,,John,Urquhart,Non-binary,No,No,,241,0.005385,,117698
+W07000092,W92000004,Cardiff West,,Wales,Wales,Borough,Propel,Pro,PP12731,1104,,Neil,McEvoy,Male,No,No,,1041,0.023259,,4967
+W07000092,W92000004,Cardiff West,,Wales,Wales,Borough,Liberal Democrat,LD,PP90,17,,Manda,Rigby,Female,No,No,,1921,0.042921,-0.010005,6125
+W07000092,W92000004,Cardiff West,,Wales,Wales,Borough,Green,Green,PP63,44,,Jess,Ryan,Female,No,No,,3157,0.070536,0.048569,115380
+W07000092,W92000004,Cardiff West,,Wales,Wales,Borough,Reform UK,RUK,PP7931,1036,,Peter,Hopkins,Male,No,No,,5626,0.125701,0.088794,72356
+W07000092,W92000004,Cardiff West,,Wales,Wales,Borough,Conservative,Con,PP52,4,,James,Hamblin,Male,No,No,,6835,0.152714,-0.145798,47002
+W07000092,W92000004,Cardiff West,,Wales,Wales,Borough,Plaid Cymru,PC,PP77,22,,Kiera,Marshall,Female,No,No,,9423,0.210537,0.12546,116477
+W07000092,W92000004,Cardiff West,,Wales,Wales,Borough,Labour,Lab,PP53,15,,Alex,Barros-Curtis,Male,No,No,5175,16442,0.367362,-0.134188,116914
+E14001152,E12000002,Carlisle,,North West,England,County,Independent,Ind,,8,,Thomas,Lynestrider,Male,No,No,,175,0.003806,,117606
+E14001152,E12000002,Carlisle,,North West,England,County,Social Democratic Party,SDP,PP243,32,,Rachel,Hayton,Female,No,No,,244,0.005307,,116136
+E14001152,E12000002,Carlisle,,North West,England,County,Independent,Ind,,8,,Sean,Reed,Male,No,No,,303,0.00659,,89695
+E14001152,E12000002,Carlisle,,North West,England,County,Green,Green,PP63,44,,Gavin,Hawkton,Male,No,No,,1922,0.041802,0.02574,82281
+E14001152,E12000002,Carlisle,,North West,England,County,Liberal Democrat,LD,PP90,17,,Brian,Wernham,Male,No,No,,2982,0.064856,0.014895,89709
+E14001152,E12000002,Carlisle,,North West,England,County,Reform UK,RUK,PP7931,1036,,Stephen,Ward,Male,No,No,,9295,0.202158,,26593
+E14001152,E12000002,Carlisle,,North West,England,County,Conservative,Con,PP52,4,,John,Stevenson,Male,Yes,Yes,3942,12929,0.281194,-0.28397,2625
+E14001152,E12000002,Carlisle,,North West,England,County,Labour,Lab,PP53,15,,Julie,Minns,Female,No,No,5094,18129,0.394289,0.04946,114188
+E14001153,E12000007,Carshalton and Wallington,,London,England,Borough,Social Democratic Party,SDP,PP243,32,,Steve,Kelleher,Male,No,No,,85,0.001821,,71431
+E14001153,E12000007,Carshalton and Wallington,,London,England,Borough,Christian Peoples Alliance Party,CPA,PP79,80,,Ashley,Dickenson,Male,No,No,,231,0.00495,0.000876,6332
+E14001153,E12000007,Carshalton and Wallington,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Atif,Abdul Rashid,Male,No,No,,441,0.009449,,117013
+E14001153,E12000007,Carshalton and Wallington,,London,England,Borough,Green,Green,PP63,44,,Tracey,Hague,Female,No,No,,1517,0.032505,0.017046,7723
+E14001153,E12000007,Carshalton and Wallington,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Elizabeth,Cooper,Female,No,No,,5941,0.127298,0.106055,115989
+E14001153,E12000007,Carshalton and Wallington,,London,England,Borough,Labour,Lab,PP53,15,,Hersh,Thaker,Male,No,No,,6108,0.130876,0.007022,99087
+E14001153,E12000007,Carshalton and Wallington,,London,England,Borough,Conservative,Con,PP52,4,,Elliot,Colburn,Male,Yes,Yes,4775,12221,0.26186,-0.162231,48737
+E14001153,E12000007,Carshalton and Wallington,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Bobby,Dean,Male,No,No,5083,20126,0.431241,0.019961,34211
+E14001154,E12000006,Castle Point,,East of England,England,Borough,Liberal Democrat,LD,PP90,17,,James,Willis,Male,No,No,,1341,0.033003,-0.033432,3692
+E14001154,E12000006,Castle Point,,East of England,England,Borough,Green,Green,PP63,44,,Bob,Chapman,Male,No,No,,2118,0.052125,,112212
+E14001154,E12000006,Castle Point,,East of England,England,Borough,Labour,Lab,PP53,15,,Mark,Maguire,Male,No,No,,9455,0.232693,0.06457,41902
+E14001154,E12000006,Castle Point,,East of England,England,Borough,Reform UK,RUK,PP7931,1036,,Keiron,McGill,Male,No,No,,12234,0.301085,,102225
+E14001154,E12000006,Castle Point,,East of England,England,Borough,Conservative,Con,PP52,4,,Rebecca,Harris,Female,Yes,Yes,3948,15485,0.381094,-0.384348,3256
+S14000109,NA,Central Ayrshire,,Scotland,Scotland,County ,Social Democratic Party,SDP,PP243,32,,Alan,MacMillan,Male,No,No,,188,0.004539,,114644
+S14000109,NA,Central Ayrshire,,Scotland,Scotland,County ,Socialist Labour Party,SL,PP73,147,,Louise,McDaid,Female,No,No,,329,0.007943,,3263
+S14000109,NA,Central Ayrshire,,Scotland,Scotland,County ,Liberal Democrat,LD,PP90,17,,Elaine,Ford,Female,No,No,,983,0.023733,-0.025328,72909
+S14000109,NA,Central Ayrshire,,Scotland,Scotland,County ,Scottish Green Party,Green,PP130,1057,,Tom,Kerr,Male,No,No,,1039,0.025085,,117139
+S14000109,NA,Central Ayrshire,,Scotland,Scotland,County ,Reform UK,RUK,PP7931,1036,,Kevin,Blades,Male,No,No,,3420,0.082571,,86002
+S14000109,NA,Central Ayrshire,,Scotland,Scotland,County ,Conservative,Con,PP52,4,,David,Rocks,Male,No,No,,6147,0.14841,-0.199336,34651
+S14000109,NA,Central Ayrshire,,Scotland,Scotland,County ,Scottish National Party,SNP,PP102,29,,Annie,McIndoe,Female,No,No,,11222,0.270938,-0.190788,20376
+S14000109,NA,Central Ayrshire,,Scotland,Scotland,County ,Labour,Lab,PP53,15,,Alan,Gemmell,Male,No,No,5185,18091,0.43678,0.295314,116215
+E14001155,E12000009,Central Devon,,South West,England,County,Independent,Ind,,8,,Arthur,Price,Male,No,No,,477,0.008927,,3712
+E14001155,E12000009,Central Devon,,South West,England,County,Green,Green,PP63,44,,Gill,Westcott,Female,No,No,,3338,0.062472,0.013304,27195
+E14001155,E12000009,Central Devon,,South West,England,County,Reform UK,RUK,PP7931,1036,,Jeffrey,Leeks,Male,No,No,,7784,0.14568,,116389
+E14001155,E12000009,Central Devon,,South West,England,County,Liberal Democrat,LD,PP90,17,,Mark,Wooding,Male,No,No,,8232,0.154065,0.004164,81489
+E14001155,E12000009,Central Devon,,South West,England,County,Labour,Lab,PP53,15,,Ollie,Pearson,Male,No,No,,16770,0.313857,0.065884,9590
+E14001155,E12000009,Central Devon,,South West,England,County,Conservative,Con,PP52,4,,Mel,Stride,Male,Yes,Yes,3935,16831,0.314999,-0.23796,197
+E14001156,E12000006,Central Suffolk and North Ipswich,,East of England,England,County,Independent,Ind,,8,,Mike,Hallatt,Male,No,No,,194,0.004179,,117510
+E14001156,E12000006,Central Suffolk and North Ipswich,,East of England,England,County,Independent,Ind,,8,,Charlie,Caiger,Male,No,No,,366,0.007884,,117509
+E14001156,E12000006,Central Suffolk and North Ipswich,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Brett,Mickelburgh,Male,No,No,,5407,0.116472,0.010049,91197
+E14001156,E12000006,Central Suffolk and North Ipswich,,East of England,England,County,Green,Green,PP63,44,,Daniel,Pratt,Male,No,No,,5652,0.12175,0.06589,58399
+E14001156,E12000006,Central Suffolk and North Ipswich,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Tony,Gould,Male,No,No,,8806,0.18969,,14887
+E14001156,E12000006,Central Suffolk and North Ipswich,,East of England,England,County,Labour,Lab,PP53,15,,Kevin,Craig,Male,No,No,,10854,0.233807,0.015426,35933
+E14001156,E12000006,Central Suffolk and North Ipswich,,East of England,England,County,Conservative,Con,PP52,4,,Patrick,Spencer,Male,No,No,5303,15144,0.326218,-0.293119,34525
+W07000093,W92000004,Ceredigion Preseli,,Wales,Wales,County,Workers Party of Britain,WPB,PP11382,1042,,Taghrid,Al-Mawed,Female,No,No,,228,0.004924,,115340
+W07000093,W92000004,Ceredigion Preseli,,Wales,Wales,County,Green,Green,PP63,44,,Tomos,Barlow,Male,No,No,,1864,0.040257,0.027425,72969
+W07000093,W92000004,Ceredigion Preseli,,Wales,Wales,County,Conservative,Con,PP52,4,,Aled,Thomas,Male,No,No,,4763,0.102868,-0.179749,86584
+W07000093,W92000004,Ceredigion Preseli,,Wales,Wales,County,Reform UK,RUK,PP7931,1036,,Karl,Pollard,Male,No,No,,5374,0.116064,0.076135,75505
+W07000093,W92000004,Ceredigion Preseli,,Wales,Wales,County,Labour and Co-operative,Lab,PP53,15,PP119,Jackie,Jones,Female,No,No,,5386,0.116323,-0.091411,19920
+W07000093,W92000004,Ceredigion Preseli,,Wales,Wales,County,Liberal Democrat,LD,PP90,17,,Mark,Williams,Male,No,Yes,1498,6949,0.15008,0.003739,15
+W07000093,W92000004,Ceredigion Preseli,,Wales,Wales,County,Plaid Cymru,PC,PP77,22,,Ben,Lake,Male,Yes,Yes,4630,21738,0.469483,0.158937,34192
+E14001157,E12000008,Chatham and Aylesford,,South East,England,County,Social Democratic Party,SDP,PP243,32,,Steve,Tanner,Male,No,No,,141,0.003452,,101545
+E14001157,E12000008,Chatham and Aylesford,,South East,England,County,Christian Peoples Alliance Party,CPA,PP79,80,,Adedotun,Ogundemuren,Male,No,No,,316,0.007737,0.003109,117051
+E14001157,E12000008,Chatham and Aylesford,,South East,England,County,Workers Party of Britain,WPB,PP11382,1042,,Matt,Valentine,Male,No,No,,340,0.008324,,35681
+E14001157,E12000008,Chatham and Aylesford,,South East,England,County,Liberal Democrat,LD,PP90,17,,Nicholas,Chan,Male,No,No,,2175,0.05325,-0.014095,108094
+E14001157,E12000008,Chatham and Aylesford,,South East,England,County,Green,Green,PP63,44,,Kim,Winterbottom,Female,No,No,,2504,0.061305,0.036463,105154
+E14001157,E12000008,Chatham and Aylesford,,South East,England,County,Reform UK,RUK,PP7931,1036,,Thomas,Mallon,Male,No,No,,9989,0.244559,,116289
+E14001157,E12000008,Chatham and Aylesford,,South East,England,County,Conservative,Con,PP52,4,,Nathan,Gamester,Male,No,No,,11691,0.286228,-0.37266,48358
+E14001157,E12000008,Chatham and Aylesford,,South East,England,County,Labour,Lab,PP53,15,,Tristan,Osborne,Male,No,No,5220,13689,0.335145,0.090848,4304
+E14001158,E12000002,Cheadle,,North West,England,Borough,Independent,Ind,,8,,Marcus,Farmer,Male,No,No,,105,0.00207,,2903
+E14001158,E12000002,Cheadle,,North West,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Tanya,Manzoor,Female,No,No,,811,0.015986,,116138
+E14001158,E12000002,Cheadle,,North West,England,Borough,Green,Green,PP63,44,,Alexander,Drury,Male,No,No,,1630,0.03213,,79343
+E14001158,E12000002,Cheadle,,North West,England,Borough,Reform UK,RUK,PP7931,1036,,Stephen,Speakman,Male,No,No,,5149,0.101496,,79360
+E14001158,E12000002,Cheadle,,North West,England,Borough,Labour,Lab,PP53,15,,Kelly,Fowler,Female,No,No,,7909,0.155901,0.033349,116137
+E14001158,E12000002,Cheadle,,North West,England,Borough,Conservative,Con,PP52,4,,Mary,Robinson,Female,Yes,Yes,4406,11446,0.225621,-0.233996,4175
+E14001158,E12000002,Cheadle,,North West,England,Borough,Liberal Democrat,LD,PP90,17,,Tom,Morrison,Male,No,No,5090,23681,0.466795,0.048965,34655
+E14001159,E12000006,Chelmsford,,East of England,England,Borough,Independent,Ind,,8,,Kamla,Sangha,Female,No,No,,69,0.001361,,117743
+E14001159,E12000006,Chelmsford,,East of England,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Mark,Kenlen,Male,No,No,,105,0.00207,,115934
+E14001159,E12000006,Chelmsford,,East of England,England,Borough,Monster Raving Loony Party,MRLP,PP66,119,,Mark,Lawrence,Male,No,No,,187,0.003687,-0.007088,72188
+E14001159,E12000006,Chelmsford,,East of England,England,Borough,Independent Network,INet,PP1951,1028,,Richard,Hyland,Male,No,No,,230,0.004535,,31776
+E14001159,E12000006,Chelmsford,,East of England,England,Borough,Green,Green,PP63,44,,Reza,Hossain,Male,No,No,,1588,0.031312,,6933
+E14001159,E12000006,Chelmsford,,East of England,England,Borough,Labour,Lab,PP53,15,,Richard,Parry,Male,No,No,,6108,0.120435,-0.061038,107576
+E14001159,E12000006,Chelmsford,,East of England,England,Borough,Reform UK,RUK,PP7931,1036,,Darren,Ingrouille,Male,No,No,,6754,0.133173,,115933
+E14001159,E12000006,Chelmsford,,East of England,England,Borough,Conservative,Con,PP52,4,,Vicky,Ford,Female,Yes,Yes,4674,15461,0.304854,-0.242223,34298
+E14001159,E12000006,Chelmsford,,East of England,England,Borough,Liberal Democrat,LD,PP90,17,,Marie,Goldman,Female,No,No,5073,20214,0.398572,0.137899,24456
+E14001160,E12000007,Chelsea and Fulham,,London,England,Borough,Heritage Party,HPUK,PP12550,1037,,David,Poulden,Male,No,No,,65,0.00138,,109376
+E14001160,E12000007,Chelsea and Fulham,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Sabi,Patwary,Male,No,No,,538,0.011419,,117633
+E14001160,E12000007,Chelsea and Fulham,,London,England,Borough,Green,Green,PP63,44,,Mona,Crocker,Female,No,No,,2798,0.059385,0.055223,113751
+E14001160,E12000007,Chelsea and Fulham,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Anthony,Goodwin,Male,No,No,,3144,0.066729,0.063534,74721
+E14001160,E12000007,Chelsea and Fulham,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Blaise,Baquiche,Male,No,No,,3611,0.076641,-0.161635,91493
+E14001160,E12000007,Chelsea and Fulham,,London,England,Borough,Conservative,Con,PP52,4,,Greg,Hands,Male,Yes,Yes,1526,18404,0.39061,-0.064091,590
+E14001160,E12000007,Chelsea and Fulham,,London,England,Borough,Labour,Lab,PP53,15,,Ben,Coleman,Male,No,No,5344,18556,0.393836,0.103298,39171
+E14001161,E12000009,Cheltenham,,South West,England,Borough,Independent,Ind,,8,,Daud,McDonald,Male,No,No,,775,0.015643,,15224
+E14001161,E12000009,Cheltenham,,South West,England,Borough,Labour,Lab,PP53,15,,Lara,Chaplin,Female,No,No,,2665,0.053793,0.005747,67148
+E14001161,E12000009,Cheltenham,,South West,England,Borough,Green,Green,PP63,44,,Daniel,Wilson,Male,No,No,,3160,0.063784,,86398
+E14001161,E12000009,Cheltenham,,South West,England,Borough,Conservative,Con,PP52,4,,Alex,Chalk,Male,Yes,Yes,4481,17866,0.360623,-0.123933,4176
+E14001161,E12000009,Cheltenham,,South West,England,Borough,Liberal Democrat,LD,PP90,17,,Max,Wilkinson,Male,No,No,5055,25076,0.506156,0.046581,35082
+E14001162,E12000008,Chesham and Amersham,,South East,England,County,Heritage Party,HPUK,PP12550,1037,,Julian,Foster,Male,No,No,,111,0.002038,,117511
+E14001162,E12000008,Chesham and Amersham,,South East,England,County,Workers Party of Britain,WPB,PP11382,1042,,Muhammad,Khan,Male,No,No,,466,0.008558,,117512
+E14001162,E12000008,Chesham and Amersham,,South East,England,County,Green,Green,PP63,44,,Justine,Fulford,Female,No,No,,1673,0.030723,-0.017685,77516
+E14001162,E12000008,Chesham and Amersham,,South East,England,County,Labour,Lab,PP53,15,,Chris,Chilton,Male,No,No,,3502,0.06431,-0.074824,116777
+E14001162,E12000008,Chesham and Amersham,,South East,England,County,Reform UK,RUK,PP7931,1036,,Laurence,Jarvis,Male,No,No,,5310,0.097512,,116290
+E14001162,E12000008,Chesham and Amersham,,South East,England,County,Conservative,Con,PP52,4,,Gareth,Williams,Male,No,No,,18971,0.348379,-0.215081,27273
+E14001162,E12000008,Chesham and Amersham,,South East,England,County,Liberal Democrat,LD,PP90,17,,Sarah,Green,Female,Yes,Yes,4918,24422,0.44848,0.224169,2290
+E14001163,E12000002,Chester North and Neston,,North West,England,County,Liberal Democrat,LD,PP90,17,,Steve,Gribbon,Male,No,No,,2076,0.046449,-0.015434,41449
+E14001163,E12000002,Chester North and Neston,,North West,England,County,Green,Green,PP63,44,,Nick,Brown,Male,No,No,,4102,0.09178,0.069489,52388
+E14001163,E12000002,Chester North and Neston,,North West,England,County,Reform UK,RUK,PP7931,1036,,Nicholas,Goulding,Male,No,No,,5870,0.131338,0.103484,71424
+E14001163,E12000002,Chester North and Neston,,North West,England,County,Conservative,Con,PP52,4,,Simon,Eardley,Male,No,No,,10388,0.232425,-0.152302,49433
+E14001163,E12000002,Chester North and Neston,,North West,England,County,Labour,Lab,PP53,15,,Samantha,Dixon,Female,Yes,Yes,4976,22258,0.498009,-0.005237,52391
+E14001164,E12000002,Chester South and Eddisbury,,North West,England,County,Independent,Ind,,8,,Gillian,Edwards,Female,No,No,,1611,0.030694,,66580
+E14001164,E12000002,Chester South and Eddisbury,,North West,England,County,Green,Green,PP63,44,,Steve,Davies,Male,No,No,,2278,0.043402,0.022337,105400
+E14001164,E12000002,Chester South and Eddisbury,,North West,England,County,Liberal Democrat,LD,PP90,17,,Rob,Herd,Male,No,No,,5430,0.103456,-0.049526,95430
+E14001164,E12000002,Chester South and Eddisbury,,North West,England,County,Reform UK,RUK,PP7931,1036,,Peter,Langley,Male,No,No,,6414,0.122204,0.111898,114204
+E14001164,E12000002,Chester South and Eddisbury,,North West,England,County,Labour,Lab,PP53,15,,Angeliki,Stogia,Female,No,No,,16848,0.321,0.105872,14507
+E14001164,E12000002,Chester South and Eddisbury,,North West,England,County,Conservative,Con,PP52,4,,Aphra,Brandreth,Female,No,No,5241,19905,0.379244,-0.213105,36591
+E14001165,E12000004,Chesterfield,,East Midlands,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Julie,Lowe,Female,No,No,,248,0.005968,,117018
+E14001165,E12000004,Chesterfield,,East Midlands,England,Borough,Chesterfield And North Derbyshire Independents (CANDI),CANDI,PP2883,1082,,Kris,Stone,Male,No,No,,363,0.008735,,117676
+E14001165,E12000004,Chesterfield,,East Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,Ian,Barfield,Male,No,No,,2553,0.061437,-0.026754,18017
+E14001165,E12000004,Chesterfield,,East Midlands,England,Borough,Green,Green,PP63,44,,David,Wadsworth,Male,No,No,,2682,0.064541,0.039135,34970
+E14001165,E12000004,Chesterfield,,East Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Dan,Price,Male,No,No,,7897,0.190037,0.084451,116898
+E14001165,E12000004,Chesterfield,,East Midlands,England,Borough,Conservative,Con,PP52,4,,Ben,Flook,Male,No,No,,8496,0.204452,-0.165574,113311
+E14001165,E12000004,Chesterfield,,East Midlands,England,Borough,Labour,Lab,PP53,15,,Toby,Perkins,Male,Yes,Yes,3952,19316,0.46483,0.062692,582
+E14001166,E12000008,Chichester,,South East,England,County,Independent,Ind,,8,,Andrew,Emerson,Male,No,No,,190,0.003658,,6208
+E14001166,E12000008,Chichester,,South East,England,County,Green,Green,PP63,44,,Tim,Young,Male,No,No,,1815,0.034939,-0.014039,73930
+E14001166,E12000008,Chichester,,South East,England,County,Labour,Lab,PP53,15,,Tom,Collinge,Male,No,No,,3175,0.06112,-0.092735,114761
+E14001166,E12000008,Chichester,,South East,England,County,Reform UK,RUK,PP7931,1036,,Teresa,De Santis,Female,No,No,,7859,0.151289,,116291
+E14001166,E12000008,Chichester,,South East,England,County,Conservative,Con,PP52,4,,Gillian,Keegan,Female,Yes,Yes,4680,13368,0.257339,-0.33027,6138
+E14001166,E12000008,Chichester,,South East,England,County,Liberal Democrat,LD,PP90,17,,Jess,Brown-Fuller,Female,No,No,5335,25540,0.491655,0.288625,101235
+E14001167,E12000007,Chingford and Woodford Green,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Josh,Hadley,Male,No,No,,1275,0.026282,-0.032191,86651
+E14001167,E12000007,Chingford and Woodford Green,,London,England,Borough,Green,Green,PP63,44,,Chris,Brody,Male,No,No,,1334,0.027498,0.023598,113756
+E14001167,E12000007,Chingford and Woodford Green,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Paul,Luggeri,Male,No,No,,3653,0.075301,0.072371,113754
+E14001167,E12000007,Chingford and Woodford Green,,London,England,Borough,Independent,Ind,,8,,Faiza,Shaheen,Female,No,No,,12445,0.256534,,71368
+E14001167,E12000007,Chingford and Woodford Green,,London,England,Borough,Labour,Lab,PP53,15,,Shama,Tatler,Female,No,No,,12524,0.258163,-0.194498,43891
+E14001167,E12000007,Chingford and Woodford Green,,London,England,Borough,Conservative,Con,PP52,4,,Iain,Duncan Smith,Male,Yes,Yes,152,17281,0.356221,-0.125814,308
+E14001168,E12000009,Chippenham,,South West,England,County,Independent,Ind,,8,,Ed,Deedigan,Male,No,No,,540,0.010906,,117000
+E14001168,E12000009,Chippenham,,South West,England,County,Green,Green,PP63,44,,Declan,Baseley,Male,No,No,,1954,0.039465,0.02258,81255
+E14001168,E12000009,Chippenham,,South West,England,County,Labour,Lab,PP53,15,,Ravi,Venkatesh,Male,No,No,,3925,0.079274,-0.037435,49292
+E14001168,E12000009,Chippenham,,South West,England,County,Reform UK,RUK,PP7931,1036,,Benjamin,Ginsburg,Male,No,No,,6127,0.123748,,117473
+E14001168,E12000009,Chippenham,,South West,England,County,Conservative,Con,PP52,4,,Nic,Puntis,Male,No,No,,14414,0.291121,-0.272726,81212
+E14001168,E12000009,Chippenham,,South West,England,County,Liberal Democrat,LD,PP90,17,,Sarah,Gibson,Female,No,No,5239,22552,0.455486,0.152926,23913
+E14001169,E12000007,Chipping Barnet,,London,England,Borough,Independent,Ind,,8,,Kay,Lauer,Female,No,No,,182,0.003579,,88973
+E14001169,E12000007,Chipping Barnet,,London,England,Borough,Rejoin EU,REU,PP11423,1040,,Richard,Hewison,Male,No,No,,379,0.007452,,74096
+E14001169,E12000007,Chipping Barnet,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Mark,Durrant,Male,No,No,,2614,0.051397,-0.046939,44235
+E14001169,E12000007,Chipping Barnet,,London,England,Borough,Green,Green,PP63,44,,David,Farbey,Male,No,No,,3442,0.067677,0.046093,38914
+E14001169,E12000007,Chipping Barnet,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Hamish,Haddow,Male,No,No,,3986,0.078374,,82852
+E14001169,E12000007,Chipping Barnet,,London,England,Borough,Conservative,Con,PP52,4,,Theresa,Villiers,Female,Yes,Yes,1500,18671,0.367113,-0.108341,3369
+E14001169,E12000007,Chipping Barnet,,London,England,Borough,Labour,Lab,PP53,15,,Dan,Tomlinson,Male,No,No,5282,21585,0.424409,0.020999,40244
+E14001170,E12000002,Chorley,,North West,England,County,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,Martin,Powell-Davies,Male,No,No,,632,0.018608,,6111
+E14001170,E12000002,Chorley,,North West,England,County,English Constitution Party,ECP,PP12881,1046,,Graham,Moore,Male,No,No,,1007,0.029649,,6504
+E14001170,E12000002,Chorley,,North West,England,County,Democracy for Chorley,DFC,PP14064,1098,,Ben,Holden-Crowther,Male,No,No,,2424,0.07137,,72573
+E14001170,E12000002,Chorley,,North West,England,County,Green,Green,PP63,44,,Mark,Tebbutt,Male,No,No,,4663,0.137292,0.046999,77139
+E14001170,E12000002,Chorley,,North West,England,County,Speaker,Spk,,47,,Lindsay,Hoyle,Male,Yes,Yes,467,25238,0.743081,0.070119,595
+E14001171,E12000009,Christchurch,,South West,England,County,Social Democratic Party,SDP,PP243,32,,Trevor,Parsons,Male,No,No,,59,0.001246,,116393
+E14001171,E12000009,Christchurch,,South West,England,County,UK Independence Party,UKIP,PP85,35,,Steve,Unwin,Male,No,No,,163,0.003444,,4813
+E14001171,E12000009,Christchurch,,South West,England,County,Animal Welfare Party,ANWP,PP616,220,,Sasha,Jolliffe Yasawi,Male,No,No,,335,0.007077,,117370
+E14001171,E12000009,Christchurch,,South West,England,County,Independent,Ind,,8,,Simon,McCormack,Male,No,No,,1728,0.036506,,60226
+E14001171,E12000009,Christchurch,,South West,England,County,Green,Green,PP63,44,,Susan,Graham,Female,No,No,,1900,0.040139,-0.001757,101968
+E14001171,E12000009,Christchurch,,South West,England,County,Labour,Lab,PP53,15,,Joanna,Howard,Female,No,No,,7762,0.16398,0.035323,116618
+E14001171,E12000009,Christchurch,,South West,England,County,Reform UK,RUK,PP7931,1036,,Robin,Adamson,Male,No,No,,8961,0.18931,,101981
+E14001171,E12000009,Christchurch,,South West,England,County,Liberal Democrat,LD,PP90,17,,Mike,Cox,Male,No,No,,9486,0.200401,0.0269,3960
+E14001171,E12000009,Christchurch,,South West,England,County,Conservative,Con,PP52,4,,Christopher,Chope,Male,Yes,Yes,242,16941,0.357896,-0.298049,596
+E14001172,E12000007,Cities of London and Westminster,,London,England,Borough,Independent,Ind,,8,,Matthew,Carr,Male,No,No,,34,0.000867,,117455
+E14001172,E12000007,Cities of London and Westminster,,London,England,Borough,Independent,Ind,,8,,Tim,Hallett,Male,No,No,,55,0.001403,,117457
+E14001172,E12000007,Cities of London and Westminster,,London,England,Borough,Social Democratic Party,SDP,PP243,32,,Huge,De Burgh,Male,No,No,,110,0.002805,,117456
+E14001172,E12000007,Cities of London and Westminster,,London,England,Borough,Independent,Ind,,8,,John,Generic,Male,No,No,,110,0.002805,,109366
+E14001172,E12000007,Cities of London and Westminster,,London,England,Borough,Rejoin EU,REU,PP11423,1040,,Liz,Burford,Female,No,No,,352,0.008976,,117454
+E14001172,E12000007,Cities of London and Westminster,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Hoz,Shafiei,Male,No,No,,727,0.018539,,117458
+E14001172,E12000007,Cities of London and Westminster,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Tarun,Ghulati,Male,No,No,,2752,0.070177,0.068201,109036
+E14001172,E12000007,Cities of London and Westminster,,London,England,Borough,Green,Green,PP63,44,,Rajiv,Sinha,Male,No,No,,2844,0.072523,0.053143,109011
+E14001172,E12000007,Cities of London and Westminster,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Edward,Lucas,Male,No,No,,4335,0.110544,-0.171768,113763
+E14001172,E12000007,Cities of London and Westminster,,London,England,Borough,Conservative,Con,PP52,4,,Tim,Barnes,Male,No,No,,12594,0.321153,-0.082178,8005
+E14001172,E12000007,Cities of London and Westminster,,London,England,Borough,Labour and Co-operative,Lab,PP53,15,PP119,Rachel,Blake,Female,No,No,5257,15302,0.390208,0.101544,40063
+E14001173,E12000001,City of Durham,,North East,England,County,Social Democratic Party,SDP,PP243,32,,Sarah,Welbourne,Female,No,No,,178,0.004381,,107109
+E14001173,E12000001,City of Durham,,North East,England,County,Green,Green,PP63,44,,Jonathan,Elmer,Male,No,No,,2803,0.068994,0.036082,22817
+E14001173,E12000001,City of Durham,,North East,England,County,Conservative,Con,PP52,4,,Luke,Holmes,Male,No,No,,5221,0.128511,-0.190076,80205
+E14001173,E12000001,City of Durham,,North East,England,County,Liberal Democrat,LD,PP90,17,,Mark,Wilkes,Male,No,No,,5920,0.145716,-0.023638,749
+E14001173,E12000001,City of Durham,,North East,England,County,Reform UK,RUK,PP7931,1036,,Mark,Belch,Male,No,No,,7374,0.181505,0.115565,116097
+E14001173,E12000001,City of Durham,,North East,England,County,Labour,Lab,PP53,15,,Mary,Foy,Female,Yes,Yes,4753,19131,0.470894,0.061508,45398
+E14001174,E12000006,Clacton,,East of England,England,County,Heritage Party,HPUK,PP12550,1037,,Tasos,Papanastasiou,Male,No,No,,33,0.000718,,117301
+E14001174,E12000006,Clacton,,East of England,England,County,Climate Party,Cli,PP12958,1053,,Craig,Jamieson,Male,No,No,,48,0.001044,,117300
+E14001174,E12000006,Clacton,,East of England,England,County,UK Independence Party,UKIP,PP85,35,,Andrew,Pemberton,Male,No,No,,116,0.002524,,33051
+E14001174,E12000006,Clacton,,East of England,England,County,Independent,Ind,,8,,Tony,Mack,Male,No,No,,317,0.006898,,100607
+E14001174,E12000006,Clacton,,East of England,England,County,Green,Green,PP63,44,,Natasha,Osben,Female,No,No,,1935,0.042104,0.01274,34417
+E14001174,E12000006,Clacton,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Matthew,Bensilum,Male,No,No,,2016,0.043866,-0.01808,24557
+E14001174,E12000006,Clacton,,East of England,England,County,Labour,Lab,PP53,15,,Jovan,Owusu-Nepaul,Male,No,No,,7448,0.162061,0.006419,115936
+E14001174,E12000006,Clacton,,East of England,England,County,Conservative,Con,PP52,4,,Giles,Watling,Male,Yes,Yes,4677,12820,0.27895,-0.439809,4179
+E14001174,E12000006,Clacton,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Nigel,Farage,Male,No,No,5091,21225,0.461835,,4800
+E14001175,E12000007,Clapham and Brixton Hill,,London,England,Borough,The Socialist Party of Great Britain,SPGB,PP110,192,,Bill,Martin,Male,No,No,,122,0.002854,,5689
+E14001175,E12000007,Clapham and Brixton Hill,,London,England,Borough,Independent,Ind,,8,,Jon,Key,Male,No,No,,406,0.009499,,117508
+E14001175,E12000007,Clapham and Brixton Hill,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Mark,Matlock,Male,No,No,,1758,0.041131,0.029842,117093
+E14001175,E12000007,Clapham and Brixton Hill,,London,England,Borough,Conservative,Con,PP52,4,,Asha,Saroy,Female,No,No,,4360,0.10201,-0.092944,108264
+E14001175,E12000007,Clapham and Brixton Hill,,London,England,Borough,Green,Green,PP63,44,,Shâo-Lan,Yuen,Female,No,No,,5768,0.134952,0.092902,91776
+E14001175,E12000007,Clapham and Brixton Hill,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Ben,Curtis,Male,No,No,,6161,0.144147,-0.053932,84397
+E14001175,E12000007,Clapham and Brixton Hill,,London,England,Borough,Labour,Lab,PP53,15,,Bell,Ribeiro-Addy,Female,Yes,Yes,4764,24166,0.565406,0.011778,71824
+W07000094,W92000004,Clwyd East,,Wales,Wales,County,Independent,Ind,,8,,Rob,Roberts,Male,Yes,Yes,4810,599,0.012526,,71395
+W07000094,W92000004,Clwyd East,,Wales,Wales,County,Green,Green,PP63,44,,Lee,Lavery,Male,No,No,,1659,0.034691,,87724
+W07000094,W92000004,Clwyd East,,Wales,Wales,County,Liberal Democrat,LD,PP90,17,,Alec,Dauncey,Male,No,No,,1859,0.038873,-0.014572,70065
+W07000094,W92000004,Clwyd East,,Wales,Wales,County,Plaid Cymru,PC,PP77,22,,Paul,Penlington,Male,No,No,,3733,0.07806,0.031487,2757
+W07000094,W92000004,Clwyd East,,Wales,Wales,County,Reform UK,RUK,PP7931,1036,,Kirsty,Walmsley,Female,No,No,,7626,0.159466,0.118326,77343
+W07000094,W92000004,Clwyd East,,Wales,Wales,County,Conservative,Con,PP52,4,,James,Davies,Male,Yes,Yes,4476,13862,0.289867,-0.189573,4241
+W07000094,W92000004,Clwyd East,,Wales,Wales,County,Labour,Lab,PP53,15,,Becky,Gittins,Female,No,No,5181,18484,0.386517,0.007115,62755
+W07000095,W92000004,Clwyd North,,Wales,Wales,County,Green,Green,PP63,44,,Martyn,Hogg,Male,No,No,,1391,0.033416,,92735
+W07000095,W92000004,Clwyd North,,Wales,Wales,County,Liberal Democrat,LD,PP90,17,,David,Wilkins,Male,No,No,,1685,0.040479,-0.008284,71375
+W07000095,W92000004,Clwyd North,,Wales,Wales,County,Plaid Cymru,PC,PP77,22,,Paul,Rowlinson,Male,No,No,,3159,0.075888,0.003495,24858
+W07000095,W92000004,Clwyd North,,Wales,Wales,County,Reform UK,RUK,PP7931,1036,,Jamie,Orange,Male,No,No,,7000,0.16816,0.149618,116478
+W07000095,W92000004,Clwyd North,,Wales,Wales,County,Conservative,Con,PP52,4,,Darren,Millar,Male,No,No,,13598,0.326663,-0.131115,8094
+W07000095,W92000004,Clwyd North,,Wales,Wales,County,Labour,Lab,PP53,15,,Gill,German,Female,No,No,5104,14794,0.355394,-0.047129,91836
+S14000070,S92000003,Coatbridge and Bellshill,,Scotland,Scotland,Burgh,Communist Party of Britain,Comm,PP78,76,,Drew,Gilchrist,Male,No,No,,181,0.004673,,116686
+S14000070,S92000003,Coatbridge and Bellshill,,Scotland,Scotland,Burgh,Scottish Family Party,SFP,PP6380,1016,,Leo,Lanahan,Male,No,No,,429,0.011076,,74581
+S14000070,S92000003,Coatbridge and Bellshill,,Scotland,Scotland,Burgh,Liberal Democrat,LD,PP90,17,,Emma,Farthing,Female,No,No,,671,0.017325,-0.012634,6607
+S14000070,S92000003,Coatbridge and Bellshill,,Scotland,Scotland,Burgh,Scottish Green Party,Green,PP130,1057,,Patrick,McAleer,Male,No,No,,1229,0.031732,0.016458,7454
+S14000070,S92000003,Coatbridge and Bellshill,,Scotland,Scotland,Burgh,Conservative,Con,PP52,4,,Christina,Sandhu,Female,No,No,,1382,0.035682,-0.082934,86317
+S14000070,S92000003,Coatbridge and Bellshill,,Scotland,Scotland,Burgh,Reform UK,RUK,PP7931,1036,,Fiona,McRae,Female,No,No,,2601,0.067156,,117439
+S14000070,S92000003,Coatbridge and Bellshill,,Scotland,Scotland,Burgh,Scottish National Party,SNP,PP102,29,,Steven,Bonnar,Male,Yes,Yes,4748,12947,0.33428,-0.139182,22218
+S14000070,S92000003,Coatbridge and Bellshill,,Scotland,Scotland,Burgh,Labour,Lab,PP53,15,,Frank,McNally,Male,No,No,5183,19291,0.498076,0.135387,22229
+E14001176,E12000006,Colchester,,East of England,England,Borough,Climate Party,Cli,PP12958,1053,,James,Rolfe,Male,No,No,,74,0.001648,,117141
+E14001176,E12000006,Colchester,,East of England,England,Borough,Green,Green,PP63,44,,Sara,Ruth,Female,No,No,,2414,0.05376,0.024509,96403
+E14001176,E12000006,Colchester,,East of England,England,Borough,Liberal Democrat,LD,PP90,17,,Martin,Goss,Male,No,No,,6393,0.142374,-0.004476,15479
+E14001176,E12000006,Colchester,,East of England,England,Borough,Reform UK,RUK,PP7931,1036,,Terence,Longstaff,Male,No,No,,6664,0.148409,,115937
+E14001176,E12000006,Colchester,,East of England,England,Borough,Conservative,Con,PP52,4,,James,Cracknell,Male,No,No,,10554,0.23504,-0.288335,69746
+E14001176,E12000006,Colchester,,East of England,England,Borough,Labour,Lab,PP53,15,,Pam,Cox,Female,No,No,5042,18804,0.418769,0.118246,72850
+E14001177,E12000003,Colne Valley,,Yorkshire and The Humber,England,County,The Yorkshire Party,Yrks,PP2055,262,,Timothy,Millea,Male,No,No,,459,0.009931,,109945
+E14001177,E12000003,Colne Valley,,Yorkshire and The Humber,England,County,Liberal Democrat,LD,PP90,17,,Katharine,Macy,Non-binary,No,No,,2007,0.043422,-0.026703,49501
+E14001177,E12000003,Colne Valley,,Yorkshire and The Humber,England,County,Green,Green,PP63,44,,Heather,Peacock,Female,No,No,,3480,0.07529,0.058039,89492
+E14001177,E12000003,Colne Valley,,Yorkshire and The Humber,England,County,Reform UK,RUK,PP7931,1036,,Stuart,Hale,Male,No,No,,7298,0.157894,0.136857,71379
+E14001177,E12000003,Colne Valley,,Yorkshire and The Humber,England,County,Conservative,Con,PP52,4,,Jason,McCartney,Male,Yes,Yes,3953,14007,0.303044,-0.209213,3383
+E14001177,E12000003,Colne Valley,,Yorkshire and The Humber,England,County,Labour,Lab,PP53,15,,Paul,Davies,Male,No,No,5317,18970,0.41042,0.04809,36827
+E14001178,E12000002,Congleton,,North West,England,County,Women's Equality Party,WEP,PP2755,260,,Kay,Wesley,Female,No,No,,544,0.010853,,50321
+E14001178,E12000002,Congleton,,North West,England,County,Green,Green,PP63,44,,Richard,McCarthy,Male,No,No,,2007,0.04004,0.011473,71381
+E14001178,E12000002,Congleton,,North West,England,County,Independent,Ind,,8,,Rob,Moreton,Male,No,No,,2181,0.043511,,52924
+E14001178,E12000002,Congleton,,North West,England,County,Liberal Democrat,LD,PP90,17,,Paul,Duffy,Male,No,No,,2785,0.055561,-0.055273,53065
+E14001178,E12000002,Congleton,,North West,England,County,Reform UK,RUK,PP7931,1036,,Martin,York,Male,No,No,,8245,0.164489,,71523
+E14001178,E12000002,Congleton,,North West,England,County,Conservative,Con,PP52,4,,Fiona,Bruce,Female,Yes,Yes,3958,15488,0.308988,-0.29742,551
+E14001178,E12000002,Congleton,,North West,England,County,Labour,Lab,PP53,15,,Sarah,Russell,Female,No,No,5324,18875,0.376559,0.135577,46006
+E14001179,E12000004,Corby and East Northamptonshire,,East Midlands,England,County,Independent,Ind,,8,,Karen,Blott,Female,No,No,,422,0.00851,,117834
+E14001179,E12000004,Corby and East Northamptonshire,,East Midlands,England,County,Liberal Democrat,LD,PP90,17,,Chris,Lofts,Male,No,No,,2191,0.044183,-0.024104,34121
+E14001179,E12000004,Corby and East Northamptonshire,,East Midlands,England,County,Green,Green,PP63,44,,Lee,Forster,Male,No,No,,2507,0.050556,,72693
+E14001179,E12000004,Corby and East Northamptonshire,,East Midlands,England,County,Reform UK,RUK,PP7931,1036,,Eddie,McDonald,Male,No,No,,8760,0.176652,,113315
+E14001179,E12000004,Corby and East Northamptonshire,,East Midlands,England,County,Conservative,Con,PP52,4,,Tom,Pursglove,Male,Yes,Yes,4369,14689,0.296215,-0.250139,4180
+E14001179,E12000004,Corby and East Northamptonshire,,East Midlands,England,County,Labour,Lab,PP53,15,,Lee,Barron,Male,No,No,5315,21020,0.423884,0.038525,113314
+E14001180,E12000005,Coventry East,,West Midlands,England,Borough,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,Dave,Nellist,Male,No,Yes,1199,797,0.021532,,851
+E14001180,E12000005,Coventry East,,West Midlands,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Paul,Bedson,Male,No,No,,1027,0.027746,,116520
+E14001180,E12000005,Coventry East,,West Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,Mike,Massimi,Male,No,No,,1227,0.03315,-0.020899,88823
+E14001180,E12000005,Coventry East,,West Midlands,England,Borough,Green,Green,PP63,44,,Stephen,Gray,Male,No,No,,2730,0.073756,0.050445,700
+E14001180,E12000005,Coventry East,,West Midlands,England,Borough,Conservative,Con,PP52,4,,Sarah,Lesadd,Female,No,No,,6240,0.168585,-0.181663,115528
+E14001180,E12000005,Coventry East,,West Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Iddrisu,Sufyan,Male,No,No,,6685,0.180607,0.129206,71385
+E14001180,E12000005,Coventry East,,West Midlands,England,Borough,Labour,Lab,PP53,15,,Mary,Creagh,Female,No,Yes,1579,18308,0.494624,-0.026368,2655
+E14001181,E12000005,Coventry North West,,West Midlands,England,Borough,Independent,Ind,,8,,Elizabeth,Richards,Female,No,No,,511,0.012158,,117768
+E14001181,E12000005,Coventry North West,,West Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,Tom,Holder,Male,No,No,,1931,0.045943,-0.010964,6538
+E14001181,E12000005,Coventry North West,,West Midlands,England,Borough,Green,Green,PP63,44,,Esther,Reeves,Female,No,No,,3420,0.08137,0.051147,11820
+E14001181,E12000005,Coventry North West,,West Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Holly-Mae,Nelson,Female,No,No,,7950,0.189151,0.148183,116895
+E14001181,E12000005,Coventry North West,,West Midlands,England,Borough,Conservative,Con,PP52,4,,Tom,Mercer,Male,No,No,,8522,0.20276,-0.231012,116758
+E14001181,E12000005,Coventry North West,,West Midlands,England,Borough,Labour,Lab,PP53,15,,Taiwo,Owatemi,Female,Yes,Yes,4779,19696,0.468618,0.030489,71825
+E14001182,E12000005,Coventry South,,West Midlands,England,Borough,Independent,Ind,,8,,Joshua,Morland,Male,No,No,,231,0.005406,,117610
+E14001182,E12000005,Coventry South,,West Midlands,England,Borough,Independent,Ind,,8,,Niko,Omilana,Male,No,No,,263,0.006155,,117611
+E14001182,E12000005,Coventry South,,West Midlands,England,Borough,Social Democratic Party,SDP,PP243,32,,Alastair,Mellon,Male,No,No,,334,0.007816,,109370
+E14001182,E12000005,Coventry South,,West Midlands,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Mohammed,Syed,Male,No,No,,777,0.018184,,116522
+E14001182,E12000005,Coventry South,,West Midlands,England,Borough,Green,Green,PP63,44,,Anne,Patterson,Female,No,No,,2363,0.055299,0.028849,11853
+E14001182,E12000005,Coventry South,,West Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,Stephen,Richmond,Male,No,No,,2531,0.059231,-0.008112,40366
+E14001182,E12000005,Coventry South,,West Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Chris,Baddon,Male,No,No,,5711,0.13365,0.10485,96918
+E14001182,E12000005,Coventry South,,West Midlands,England,Borough,Conservative,Con,PP52,4,,Mattie,Heaven,Female,No,No,,10160,0.237766,-0.187658,40316
+E14001182,E12000005,Coventry South,,West Midlands,England,Borough,Labour,Lab,PP53,15,,Zarah,Sultana,Female,Yes,Yes,4786,20361,0.476492,0.033805,70308
+S14000071,S92000003,Cowdenbeath and Kirkcaldy,,Scotland,Scotland,County ,Scottish Libertarian Party,Scot Libt,PP15208,1091,,Calum,Paul,Male,No,No,,126,0.003087,,15348
+S14000071,S92000003,Cowdenbeath and Kirkcaldy,,Scotland,Scotland,County ,Alba Party,Alba,PP12700,1034,,Neale,Hanvey,Male,Yes,Yes,4782,1132,0.027736,,15357
+S14000071,S92000003,Cowdenbeath and Kirkcaldy,,Scotland,Scotland,County ,Scottish Green Party,Green,PP130,1057,,Mags,Hall,Female,No,No,,1556,0.038124,0.003022,20570
+S14000071,S92000003,Cowdenbeath and Kirkcaldy,,Scotland,Scotland,County ,Liberal Democrat,LD,PP90,17,,Fraser,Graham,Male,No,No,,1593,0.039031,-0.025617,73250
+S14000071,S92000003,Cowdenbeath and Kirkcaldy,,Scotland,Scotland,County ,Reform UK,RUK,PP7931,1036,,Sonia,Davidson,Female,No,No,,3128,0.07664,0.056724,116217
+S14000071,S92000003,Cowdenbeath and Kirkcaldy,,Scotland,Scotland,County ,Conservative,Con,PP52,4,,Jonathan,Gray,Male,No,No,,3203,0.078478,-0.143843,117134
+S14000071,S92000003,Cowdenbeath and Kirkcaldy,,Scotland,Scotland,County ,Scottish National Party,SNP,PP102,29,,Lesley,Backhouse,Female,No,No,,11414,0.279659,-0.083495,20956
+S14000071,S92000003,Cowdenbeath and Kirkcaldy,,Scotland,Scotland,County ,Labour,Lab,PP53,15,,Melanie,Ward,Female,No,No,5240,18662,0.457245,0.162386,4338
+E14001183,E12000001,Cramlington and Killingworth,,North East,England,County,Social Democratic Party,SDP,PP243,32,,Mathew,Wilkinson,Male,No,No,,137,0.003018,,116099
+E14001183,E12000001,Cramlington and Killingworth,,North East,England,County,Independent,Ind,,8,,Dawn,Furness,Female,No,No,,322,0.007093,,5693
+E14001183,E12000001,Cramlington and Killingworth,,North East,England,County,Independent,Ind,,8,,Scott,Lee,Male,No,No,,573,0.012623,,80479
+E14001183,E12000001,Cramlington and Killingworth,,North East,England,County,Liberal Democrat,LD,PP90,17,,Thom,Campion,Male,No,No,,1898,0.041812,-0.01061,72225
+E14001183,E12000001,Cramlington and Killingworth,,North East,England,County,Green,Green,PP63,44,,Ian,Jones,Male,No,No,,2144,0.047231,0.022435,99260
+E14001183,E12000001,Cramlington and Killingworth,,North East,England,County,Conservative,Con,PP52,4,,Ian,Levy,Male,Yes,Yes,4749,8592,0.189276,-0.209584,26992
+E14001183,E12000001,Cramlington and Killingworth,,North East,England,County,Reform UK,RUK,PP7931,1036,,Gordon,Fletcher,Male,No,No,,9454,0.208265,0.128073,80418
+E14001183,E12000001,Cramlington and Killingworth,,North East,England,County,Labour and Co-operative,Lab,PP53,15,PP119,Emma,Foody,Female,No,No,5029,22274,0.490682,0.046951,116100
+E14001184,E12000008,Crawley,,South East,England,Borough,Heritage Party,HPUK,PP12550,1037,,Dan,Weir,Male,No,No,,138,0.003024,,109849
+E14001184,E12000008,Crawley,,South East,England,Borough,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,Robin,Burnham,Male,No,No,,153,0.003352,,87755
+E14001184,E12000008,Crawley,,South East,England,Borough,Liberal Democrat,LD,PP90,17,,Lee,Gibbs,Male,No,No,,2205,0.048311,-0.00636,32917
+E14001184,E12000008,Crawley,,South East,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Linda,Bamieh,Female,No,No,,2407,0.052737,,116294
+E14001184,E12000008,Crawley,,South East,England,Borough,Green,Green,PP63,44,,Iain,Dickson,Male,No,No,,2621,0.057425,0.028346,64683
+E14001184,E12000008,Crawley,,South East,England,Borough,Reform UK,RUK,PP7931,1036,,Tim,Charters,Male,No,No,,8447,0.185071,,116293
+E14001184,E12000008,Crawley,,South East,England,Borough,Conservative,Con,PP52,4,,Zack,Ali,Male,No,No,,12218,0.267692,-0.274203,64721
+E14001184,E12000008,Crawley,,South East,England,Borough,Labour,Lab,PP53,15,,Peter,Lamb,Male,No,No,5345,17453,0.382389,0.008033,42665
+E14001185,E12000002,Crewe and Nantwich,,North West,England,County,Monster Raving Loony Party,MRLP,PP66,119,,Lord Psychobilly,Tractor,Male,No,No,,250,0.005297,,116755
+E14001185,E12000002,Crewe and Nantwich,,North West,England,County,Workers Party of Britain,WPB,PP11382,1042,,Phil,Lane,Male,No,No,,373,0.007903,,116142
+E14001185,E12000002,Crewe and Nantwich,,North West,England,County,"Putting Crewe First, Independent Residents Group",PCFIRG,PP12493,1077,,Brian,Silvester,Male,No,No,,588,0.012458,,49375
+E14001185,E12000002,Crewe and Nantwich,,North West,England,County,Green,Green,PP63,44,,Te Ata,Browne,Female,No,No,,2151,0.045575,0.026629,53351
+E14001185,E12000002,Crewe and Nantwich,,North West,England,County,Liberal Democrat,LD,PP90,17,,Matthew,Theobald,Male,No,No,,2286,0.048435,-0.002824,53444
+E14001185,E12000002,Crewe and Nantwich,,North West,England,County,Reform UK,RUK,PP7931,1036,,Matt,Wood,Male,No,No,,9602,0.203445,0.177208,71388
+E14001185,E12000002,Crewe and Nantwich,,North West,England,County,Conservative,Con,PP52,4,,Ben,Fletcher,Male,No,No,,11110,0.235396,-0.272831,106385
+E14001185,E12000002,Crewe and Nantwich,,North West,England,County,Labour,Lab,PP53,15,,Connor,Naismith,Male,No,No,5273,20837,0.44149,0.049128,77236
+E14001186,E12000007,Croydon East,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Andrew,Pelling,Male,No,Yes,1505,3563,0.081386,0.015387,2581
+E14001186,E12000007,Croydon East,,London,England,Borough,Green,Green,PP63,44,,Peter,Underwood,Male,No,No,,4097,0.093584,0.070333,4616
+E14001186,E12000007,Croydon East,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Scott,Holman,Male,No,No,,5862,0.1339,0.117366,71983
+E14001186,E12000007,Croydon East,,London,England,Borough,Conservative,Con,PP52,4,,Jason,Cummings,Male,No,No,,11716,0.267617,-0.14578,42891
+E14001186,E12000007,Croydon East,,London,England,Borough,Labour,Lab,PP53,15,,Natasha,Irons,Female,No,No,5119,18541,0.423514,-0.057305,48651
+E14001187,E12000007,Croydon South,,London,England,Borough,Independent,Ind,,8,,Mark,Samuel,Male,No,No,,173,0.003504,,7336
+E14001187,E12000007,Croydon South,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Kulsum,Hussin,Female,No,No,,612,0.012394,,117779
+E14001187,E12000007,Croydon South,,London,England,Borough,Green,Green,PP63,44,,Elaine,Garrod,Female,No,No,,2859,0.0579,0.029095,41927
+E14001187,E12000007,Croydon South,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Bob,Bromley,Male,No,No,,4149,0.084025,0.082866,51520
+E14001187,E12000007,Croydon South,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Richard,Howard,Male,No,No,,4384,0.088784,-0.046497,45707
+E14001187,E12000007,Croydon South,,London,England,Borough,Labour,Lab,PP53,15,,Ben,Taylor,Male,No,No,,17444,0.353275,0.071965,91570
+E14001187,E12000007,Croydon South,,London,England,Borough,Conservative,Con,PP52,4,,Chris,Philp,Male,Yes,Yes,4503,19757,0.400117,-0.144642,513
+E14001188,E12000007,Croydon West,,London,England,Borough,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,April,Ashley,Female,No,No,,247,0.006479,,6154
+E14001188,E12000007,Croydon West,,London,England,Borough,Taking The Initiative Party,TI,PP6615,1085,,Donna,Murray-Turner,Female,No,No,,503,0.013194,,116674
+E14001188,E12000007,Croydon West,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Ahsan,Ullah,Male,No,No,,708,0.018572,,117829
+E14001188,E12000007,Croydon West,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Vinayak,Malhotra,Male,No,No,,2148,0.056345,0.043139,117827
+E14001188,E12000007,Croydon West,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Jahir,Hussain,Male,No,No,,3667,0.096191,0.026516,111508
+E14001188,E12000007,Croydon West,,London,England,Borough,Green,Green,PP63,44,,Ria,Patel,Female,No,No,,3851,0.101018,0.073908,77221
+E14001188,E12000007,Croydon West,,London,England,Borough,Conservative,Con,PP52,4,,Simon,Fox,Male,No,No,,6386,0.167515,-0.047586,47219
+E14001188,E12000007,Croydon West,,London,England,Borough,Labour,Lab,PP53,15,,Sarah,Jones,Female,Yes,Yes,4631,20612,0.540685,-0.126394,4316
+S14000072,S92000003,Cumbernauld and Kirkintilloch,,Scotland,Scotland,County ,Liberal Democrat,LD,PP90,17,,Adam,Harley,Male,No,No,,1294,0.031579,-0.024237,117535
+S14000072,S92000003,Cumbernauld and Kirkintilloch,,Scotland,Scotland,County ,Scottish Green Party,Green,PP130,1057,,Anne,McCrossan,Female,No,No,,1694,0.041341,0.038956,20611
+S14000072,S92000003,Cumbernauld and Kirkintilloch,,Scotland,Scotland,County ,Conservative,Con,PP52,4,,Satbir,Gill,Male,No,No,,1939,0.04732,-0.102912,117122
+S14000072,S92000003,Cumbernauld and Kirkintilloch,,Scotland,Scotland,County ,Reform UK,RUK,PP7931,1036,,Billy,Ross,Male,No,No,,3167,0.077289,,74560
+S14000072,S92000003,Cumbernauld and Kirkintilloch,,Scotland,Scotland,County ,Scottish National Party,SNP,PP102,29,,Stuart,McDonald,Male,Yes,Yes,4393,14369,0.350669,-0.169617,5172
+S14000072,S92000003,Cumbernauld and Kirkintilloch,,Scotland,Scotland,County ,Labour,Lab,PP53,15,,Katrina,Murray,Female,No,No,5309,18513,0.451801,0.18052,2277
+E14001189,E12000007,Dagenham and Rainham,,London,England,Borough,Independent,Ind,,8,,Terence,London,Male,No,No,,755,0.019425,,7364
+E14001189,E12000007,Dagenham and Rainham,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Francesca,Flack,Female,No,No,,1033,0.026578,-0.003837,117736
+E14001189,E12000007,Dagenham and Rainham,,London,England,Borough,Green,Green,PP63,44,,Kim,Arrowsmith,Male,No,No,,4184,0.107649,0.092328,41711
+E14001189,E12000007,Dagenham and Rainham,,London,England,Borough,Conservative,Con,PP52,4,,Sam,Holland,Male,No,No,,6926,0.178197,-0.253017,92424
+E14001189,E12000007,Dagenham and Rainham,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Kevin,Godfrey,Male,No,No,,9398,0.241799,0.175582,116001
+E14001189,E12000007,Dagenham and Rainham,,London,England,Borough,Labour,Lab,PP53,15,,Margaret,Mullane,Female,No,No,5272,16571,0.426351,-0.020912,38841
+E14001190,E12000001,Darlington,,North East,England,County,Liberal Democrat,LD,PP90,17,,Simon,Thorley,Male,No,No,,1735,0.040941,-0.005257,46334
+E14001190,E12000001,Darlington,,North East,England,County,Green,Green,PP63,44,,Matthew,Snedker,Male,No,No,,2847,0.067181,0.041998,34986
+E14001190,E12000001,Darlington,,North East,England,County,Reform UK,RUK,PP7931,1036,,Michael,Walker,Male,No,No,,6852,0.161688,0.125317,102296
+E14001190,E12000001,Darlington,,North East,England,County,Conservative,Con,PP52,4,,Peter,Gibson,Male,Yes,Yes,4754,14323,0.337982,-0.158638,34517
+E14001190,E12000001,Darlington,,North East,England,County,Labour,Lab,PP53,15,,Lola,McEvoy,Female,No,No,5037,16621,0.392208,0.002886,34359
+E14001191,E12000008,Dartford,,South East,England,County,Liberal Democrat,LD,PP90,17,,Kyle,Marsh,Male,No,No,,2184,0.049092,-0.02084,67342
+E14001191,E12000008,Dartford,,South East,England,County,Green,Green,PP63,44,,Laura,Edie,Female,No,No,,3189,0.071682,0.047698,67341
+E14001191,E12000008,Dartford,,South East,England,County,Reform UK,RUK,PP7931,1036,,Lee,Stranders,Male,No,No,,9523,0.214058,,116295
+E14001191,E12000008,Dartford,,South East,England,County,Conservative,Con,PP52,4,,Gareth,Johnson,Male,Yes,Yes,3970,14200,0.319187,-0.292003,1700
+E14001191,E12000008,Dartford,,South East,England,County,Labour,Lab,PP53,15,,Jim,Dickson,Male,No,No,5223,15392,0.345981,0.051088,36280
+E14001192,E12000004,Daventry,,East Midlands,England,County,Green,Green,PP63,44,,Clare,Slater,Female,No,No,,2959,0.055744,0.009673,71394
+E14001192,E12000004,Daventry,,East Midlands,England,County,Liberal Democrat,LD,PP90,17,,Jonathan,Harris,Male,No,No,,6755,0.127256,-0.003968,70634
+E14001192,E12000004,Daventry,,East Midlands,England,County,Reform UK,RUK,PP7931,1036,,Scott,Cameron,Male,No,No,,10636,0.200369,,115892
+E14001192,E12000004,Daventry,,East Midlands,England,County,Labour,Lab,PP53,15,,Marianne,Kimani,Female,No,No,,14860,0.279944,0.102211,76978
+E14001192,E12000004,Daventry,,East Midlands,England,County,Conservative,Con,PP52,4,,Stuart,Andrew,Male,Yes,Yes,4032,17872,0.336687,-0.308285,1985
+E14001193,E12000004,Derby North,,East Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,John,Sweeney,Male,No,No,,1822,0.044527,-0.028851,35499
+E14001193,E12000004,Derby North,,East Midlands,England,Borough,Green,Green,PP63,44,,Helen,Hitchcock,Female,No,No,,3286,0.080305,0.058058,71878
+E14001193,E12000004,Derby North,,East Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Tim,Prosser,Male,No,No,,7488,0.182996,0.142415,72513
+E14001193,E12000004,Derby North,,East Midlands,England,Borough,Conservative,Con,PP52,4,,Amanda,Solloway,Female,Yes,Yes,4372,9704,0.237151,-0.215004,4183
+E14001193,E12000004,Derby North,,East Midlands,England,Borough,Labour,Lab,PP53,15,,Catherine,Atkinson,Female,No,No,5143,18619,0.455021,0.056888,4333
+E14001194,E12000004,Derby South,,East Midlands,England,Borough,Independent,Ind,,8,,Zephyr,Tair,Male,No,No,,292,0.007808,,117832
+E14001194,E12000004,Derby South,,East Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,Joe,Naitta,Male,No,No,,1807,0.048317,-0.013409,3123
+E14001194,E12000004,Derby South,,East Midlands,England,Borough,Green,Green,PP63,44,,Sam,Ward,Male,No,No,,1899,0.050777,,77642
+E14001194,E12000004,Derby South,,East Midlands,England,Borough,Conservative,Con,PP52,4,,Jamie,Mulhall,Male,No,No,,5192,0.138827,-0.230232,90047
+E14001194,E12000004,Derby South,,East Midlands,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Chris,Williamson,Male,No,Yes,3976,5205,0.139175,,373
+E14001194,E12000004,Derby South,,East Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Alan,Graves,Male,No,No,,8501,0.227306,0.168901,4864
+E14001194,E12000004,Derby South,,East Midlands,England,Borough,Labour and Co-operative,Lab,PP53,15,PP119,Baggy,Shanker,Male,No,No,5176,14503,0.387791,-0.123019,12001
+E14001195,E12000004,Derbyshire Dales,,East Midlands,England,County,True & Fair Party,TFB,PP12922,1059,,Helen,Wetherall,Female,No,No,,317,0.006183,,98709
+E14001195,E12000004,Derbyshire Dales,,East Midlands,England,County,Independent,Ind,,8,,Rachel,Elnaugh-Love,Female,No,No,,369,0.007197,,105335
+E14001195,E12000004,Derbyshire Dales,,East Midlands,England,County,Green,Green,PP63,44,,Kelda,Boothroyd,Female,No,No,,2830,0.055196,0.014272,77522
+E14001195,E12000004,Derbyshire Dales,,East Midlands,England,County,Liberal Democrat,LD,PP90,17,,Robert,Court,Male,No,No,,4860,0.094789,-0.032784,71396
+E14001195,E12000004,Derbyshire Dales,,East Midlands,England,County,Reform UK,RUK,PP7931,1036,,Edward,Oakenfull,Male,No,No,,7728,0.150726,,99986
+E14001195,E12000004,Derbyshire Dales,,East Midlands,England,County,Conservative,Con,PP52,4,,Sarah,Dines,Female,Yes,Yes,4816,17409,0.339542,-0.250482,72440
+E14001195,E12000004,Derbyshire Dales,,East Midlands,England,County,Labour,Lab,PP53,15,,John,Whitby,Male,No,No,5342,17759,0.346368,0.104889,43850
+E14001196,E12000003,Dewsbury and Batley,,Yorkshire and The Humber,England,Borough,Liberal Democrat,LD,PP90,17,,John,Rossington,Male,No,No,,1340,0.035198,0.010123,53769
+E14001196,E12000003,Dewsbury and Batley,,Yorkshire and The Humber,England,Borough,Green,Green,PP63,44,,Simon,Cope,Male,No,No,,2048,0.053796,0.04269,8644
+E14001196,E12000003,Dewsbury and Batley,,Yorkshire and The Humber,England,Borough,Conservative,Con,PP52,4,,Lalit,Suryawanshi,Male,No,No,,4182,0.10985,-0.177172,87559
+E14001196,E12000003,Dewsbury and Batley,,Yorkshire and The Humber,England,Borough,Reform UK,RUK,PP7931,1036,,Johnathan,Thackray,Male,No,No,,6152,0.161597,0.12765,107295
+E14001196,E12000003,Dewsbury and Batley,,Yorkshire and The Humber,England,Borough,Labour,Lab,PP53,15,,Heather,Iqbal,Female,No,No,,8707,0.22871,-0.362188,116853
+E14001196,E12000003,Dewsbury and Batley,,Yorkshire and The Humber,England,Borough,Independent,Ind,,8,,Iqbal,Mohamed,Male,No,No,5268,15641,0.410848,,117203
+E14001197,E12000008,Didcot and Wantage,,South East,England,County,Social Democratic Party,SDP,PP243,32,,Kyn,Pomlett,Male,No,No,,242,0.004421,,104926
+E14001197,E12000008,Didcot and Wantage,,South East,England,County,Green,Green,PP63,44,,Sam,Casey-Rerhaye,Female,No,No,,2693,0.049202,0.042394,54088
+E14001197,E12000008,Didcot and Wantage,,South East,England,County,Reform UK,RUK,PP7931,1036,,Steve,Beatty,Male,No,No,,6400,0.116931,,52415
+E14001197,E12000008,Didcot and Wantage,,South East,England,County,Labour,Lab,PP53,15,,Mocky,Khan,Male,No,No,,8045,0.146986,-0.013246,53718
+E14001197,E12000008,Didcot and Wantage,,South East,England,County,Conservative,Con,PP52,4,,David,Johnston,Male,Yes,Yes,4761,15560,0.284289,-0.213356,72039
+E14001197,E12000008,Didcot and Wantage,,South East,England,County,Liberal Democrat,LD,PP90,17,,Olly,Glover,Male,No,No,5318,21793,0.398169,0.084954,44859
+E14001198,E12000003,Doncaster Central,,Yorkshire and The Humber,England,County,The Yorkshire Party,Yrks,PP2055,262,,Andrew,Walmsley,Male,No,No,,742,0.019555,,117762
+E14001198,E12000003,Doncaster Central,,Yorkshire and The Humber,England,County,Workers Party of Britain,WPB,PP11382,1042,,Tosh,McDonald,Male,No,No,,758,0.019977,,48945
+E14001198,E12000003,Doncaster Central,,Yorkshire and The Humber,England,County,Liberal Democrat,LD,PP90,17,,Greg,Ruback,Male,No,No,,1199,0.031599,-0.009319,88633
+E14001198,E12000003,Doncaster Central,,Yorkshire and The Humber,England,County,Green,Green,PP63,44,,Jennifer,Rozenfelds,Female,No,No,,1880,0.049547,0.027003,82531
+E14001198,E12000003,Doncaster Central,,Yorkshire and The Humber,England,County,Reform UK,RUK,PP7931,1036,,Surjit,Duhre,Male,No,No,,7886,0.207833,0.052044,71402
+E14001198,E12000003,Doncaster Central,,Yorkshire and The Humber,England,County,Conservative,Con,PP52,4,,Nick,Allen,Male,No,No,,7964,0.209888,-0.156139,23164
+E14001198,E12000003,Doncaster Central,,Yorkshire and The Humber,England,County,Labour and Co-operative,Lab,PP53,15,PP119,Sally,Jameson,Female,No,No,5178,17515,0.461601,0.067969,116571
+E14001199,E12000003,Doncaster East and the Isle of Axholme,,Yorkshire and The Humber,England,County,Climate Party,Cli,PP12958,1053,,Michael,Longfellow,Male,No,No,,146,0.003731,,117573
+E14001199,E12000003,Doncaster East and the Isle of Axholme,,Yorkshire and The Humber,England,County,Liberal Democrat,LD,PP90,17,,Nicola,Turner,Female,No,No,,1166,0.029797,-0.014582,549
+E14001199,E12000003,Doncaster East and the Isle of Axholme,,Yorkshire and The Humber,England,County,Green,Green,PP63,44,,Paul,Garrett,Male,No,No,,1400,0.035776,0.012218,82926
+E14001199,E12000003,Doncaster East and the Isle of Axholme,,Yorkshire and The Humber,England,County,Reform UK,RUK,PP7931,1036,,Irwen,Martin,Male,No,No,,8487,0.216881,0.113548,116572
+E14001199,E12000003,Doncaster East and the Isle of Axholme,,Yorkshire and The Humber,England,County,Conservative,Con,PP52,4,,Nick,Fletcher,Male,Yes,Yes,4832,12811,0.327379,-0.193928,72038
+E14001199,E12000003,Doncaster East and the Isle of Axholme,,Yorkshire and The Humber,England,County,Labour,Lab,PP53,15,,Lee,Pitcher,Male,No,No,5233,15122,0.386436,0.099206,81674
+E14001200,E12000003,Doncaster North,,Yorkshire and The Humber,England,County,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,Andy,Hiles,Male,No,No,,212,0.006838,,101490
+E14001200,E12000003,Doncaster North,,Yorkshire and The Humber,England,County,Party of Women,POW,PP17545,1102,,Catherine,Briggs,Female,No,No,,452,0.01458,,117662
+E14001200,E12000003,Doncaster North,,Yorkshire and The Humber,England,County,Liberal Democrat,LD,PP90,17,,Jonathan,Harston,Male,No,No,,1045,0.033708,-0.002379,4528
+E14001200,E12000003,Doncaster North,,Yorkshire and The Humber,England,County,The Yorkshire Party,Yrks,PP2055,262,,Christopher,Dawson,Male,No,No,,1059,0.034159,,76444
+E14001200,E12000003,Doncaster North,,Yorkshire and The Humber,England,County,British Democratic Party,BDP,PP1765,200,,Frank,Calladine,Male,No,No,,1160,0.037417,,23049
+E14001200,E12000003,Doncaster North,,Yorkshire and The Humber,England,County,Green,Green,PP63,44,,Tony,Nicholson,Male,No,No,,1778,0.057351,0.056902,23140
+E14001200,E12000003,Doncaster North,,Yorkshire and The Humber,England,County,Social Democratic Party,SDP,PP243,32,,Dave,Bettney,Male,No,No,,1960,0.063222,,72096
+E14001200,E12000003,Doncaster North,,Yorkshire and The Humber,England,County,Conservative,Con,PP52,4,,Glenn,Bluff,Male,No,No,,7105,0.229179,-0.102391,78710
+E14001200,E12000003,Doncaster North,,Yorkshire and The Humber,England,County,Labour,Lab,PP53,15,,Ed,Miliband,Male,Yes,Yes,1510,16231,0.523547,0.140318,3056
+E14001201,E12000008,Dorking and Horley,,South East,England,County,Green,Green,PP63,44,,Lisa,Scott,Female,No,No,,2563,0.051296,0.009054,55839
+E14001201,E12000008,Dorking and Horley,,South East,England,County,Labour,Lab,PP53,15,,Nadia,Burrell,Female,No,No,,4053,0.081117,-0.01825,114776
+E14001201,E12000008,Dorking and Horley,,South East,England,County,Reform UK,RUK,PP7931,1036,,Craig,Young,Male,No,No,,6898,0.138057,,116297
+E14001201,E12000008,Dorking and Horley,,South East,England,County,Conservative,Con,PP52,4,,Marisa,Heath,Female,No,No,,15530,0.310818,-0.200844,11731
+E14001201,E12000008,Dorking and Horley,,South East,England,County,Liberal Democrat,LD,PP90,17,,Chris,Coghlan,Male,No,No,5198,20921,0.418713,0.097546,34811
+E14001202,E12000008,Dover and Deal,,South East,England,County,Workers Party of Britain,WPB,PP11382,1042,,Colin,Tasker,Male,No,No,,98,0.002051,,79011
+E14001202,E12000008,Dover and Deal,,South East,England,County,Independent,Ind,,8,,Chris,Tough,Male,No,No,,104,0.002177,,29258
+E14001202,E12000008,Dover and Deal,,South East,England,County,Heritage Party,HPUK,PP12550,1037,,Sylvia,Petersen,Female,No,No,,168,0.003516,,101161
+E14001202,E12000008,Dover and Deal,,South East,England,County,English Democrats,ED,PP17,90,,Steve,Laws,Male,No,No,,185,0.003872,,84193
+E14001202,E12000008,Dover and Deal,,South East,England,County,Independent,Ind,,8,,Ash,Payne,Male,No,No,,369,0.007724,,101315
+E14001202,E12000008,Dover and Deal,,South East,England,County,Independent,Ind,,8,,Geoffrey,Lymer,Male,No,No,,485,0.010152,,29684
+E14001202,E12000008,Dover and Deal,,South East,England,County,Liberal Democrat,LD,PP90,17,,Penelope,James,Female,No,No,,2595,0.054317,-0.002854,60763
+E14001202,E12000008,Dover and Deal,,South East,England,County,Green,Green,PP63,44,,Christine,Oliver,Female,No,No,,3106,0.065013,0.03759,60809
+E14001202,E12000008,Dover and Deal,,South East,England,County,Conservative,Con,PP52,4,,Stephen,James,Male,No,No,,10370,0.217059,-0.351666,101890
+E14001202,E12000008,Dover and Deal,,South East,England,County,Reform UK,RUK,PP7931,1036,,Howard,Cox,Male,No,No,,11355,0.237677,,108998
+E14001202,E12000008,Dover and Deal,,South East,England,County,Labour,Lab,PP53,15,,Mike,Tapp,Male,No,No,5266,18940,0.396442,0.070329,78954
+E14001203,E12000005,Droitwich and Evesham,,West Midlands,England,County,Social Democratic Party,SDP,PP243,32,,Andrew,Flaxman,Male,No,No,,239,0.004818,,116523
+E14001203,E12000005,Droitwich and Evesham,,West Midlands,England,County,Green,Green,PP63,44,,Neil,Franks,Male,No,No,,3828,0.077163,0.037041,6445
+E14001203,E12000005,Droitwich and Evesham,,West Midlands,England,County,Liberal Democrat,LD,PP90,17,,Oliver,Walker,Male,No,No,,5131,0.103429,-0.0169,62836
+E14001203,E12000005,Droitwich and Evesham,,West Midlands,England,County,Reform UK,RUK,PP7931,1036,,Sam,Bastow,Male,No,No,,9456,0.190611,,104423
+E14001203,E12000005,Droitwich and Evesham,,West Midlands,England,County,Labour,Lab,PP53,15,,Chippie,Kalebe-Nyamongo,Female,No,No,,10980,0.221331,0.05084,96726
+E14001203,E12000005,Droitwich and Evesham,,West Midlands,England,County,Conservative,Con,PP52,4,,Nigel,Huddleston,Male,Yes,Yes,4407,19975,0.402649,-0.254301,2493
+E14001204,E12000005,Dudley,,West Midlands,England,Borough,Independent,Ind,,8,,Dharmanand,Mortha,Male,No,No,,136,0.003799,,117534
+E14001204,E12000005,Dudley,,West Midlands,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Aftab,Hussain,Male,No,No,,621,0.017348,,115542
+E14001204,E12000005,Dudley,,West Midlands,England,Borough,Independent,Ind,,8,,Shakeela,Bibi,Female,No,No,,857,0.023941,,112498
+E14001204,E12000005,Dudley,,West Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,Ian,Flynn,Male,No,No,,1056,0.029501,-0.008393,16082
+E14001204,E12000005,Dudley,,West Midlands,England,Borough,Green,Green,PP63,44,,Zia,Qari,Male,No,No,,1154,0.032238,0.010994,99618
+E14001204,E12000005,Dudley,,West Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Andrew,Southall,Male,No,No,,9442,0.263772,,116524
+E14001204,E12000005,Dudley,,West Midlands,England,Borough,Conservative,Con,PP52,4,,Marco,Longhi,Male,Yes,Yes,4789,10315,0.288161,-0.343423,52116
+E14001204,E12000005,Dudley,,West Midlands,England,Borough,Labour,Lab,PP53,15,,Sonia,Kumar,Female,No,No,5274,12215,0.341239,0.03196,91620
+E14001205,E12000007,Dulwich and West Norwood,,London,England,Borough,Independent,Ind,,8,,Mike,Spenser,Male,No,No,,296,0.006523,,117472
+E14001205,E12000007,Dulwich and West Norwood,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Gary,Stevens,Male,No,No,,1801,0.039689,0.028845,47966
+E14001205,E12000007,Dulwich and West Norwood,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Donna,Harris,Female,No,No,,3485,0.076799,0.067162,84399
+E14001205,E12000007,Dulwich and West Norwood,,London,England,Borough,Conservative,Con,PP52,4,,Leon,Cook,Male,No,No,,3873,0.08535,-0.081068,117125
+E14001205,E12000007,Dulwich and West Norwood,,London,England,Borough,Green,Green,PP63,44,,Pete,Elliott,Male,No,No,,8567,0.188792,0.026417,37140
+E14001205,E12000007,Dulwich and West Norwood,,London,England,Borough,Labour,Lab,PP53,15,,Helen,Hayes,Female,Yes,Yes,4510,27356,0.602847,-0.041844,4322
+S14000073,S92000003,Dumfries and Galloway,,Scotland,Scotland,County ,Heritage Party,HPUK,PP12550,1037,,David,Griffiths,Male,No,No,,230,0.005025,,116998
+S14000073,S92000003,Dumfries and Galloway,,Scotland,Scotland,County ,Scottish Green Party,Green,PP130,1057,,Laura,Moodie,Female,No,No,,1249,0.027286,,10954
+S14000073,S92000003,Dumfries and Galloway,,Scotland,Scotland,County ,Liberal Democrat,LD,PP90,17,,Iain,McDonald,Male,No,No,,2092,0.045702,-0.014012,73501
+S14000073,S92000003,Dumfries and Galloway,,Scotland,Scotland,County ,Reform UK,RUK,PP7931,1036,,Charles,Keal,Male,No,No,,4313,0.094222,,116219
+S14000073,S92000003,Dumfries and Galloway,,Scotland,Scotland,County ,Labour,Lab,PP53,15,,James,Wallace,Male,No,No,,11767,0.257062,0.16329,114520
+S14000073,S92000003,Dumfries and Galloway,,Scotland,Scotland,County ,Scottish National Party,SNP,PP102,29,,Tracey,Little,Female,No,No,,12597,0.275194,-0.133244,20914
+S14000073,S92000003,Dumfries and Galloway,,Scotland,Scotland,County ,Conservative,Con,PP52,4,,John,Cooper,Male,No,No,5358,13527,0.295511,-0.142566,116218
+S14000074,S92000003,"Dumfriesshire, Clydesdale and Tweeddale",,Scotland,Scotland,County ,Scottish Family Party,SFP,PP6380,1016,,Gareth,Kirk,Male,No,No,,208,0.004704,,74644
+S14000074,S92000003,"Dumfriesshire, Clydesdale and Tweeddale",,Scotland,Scotland,County ,Scottish Green Party,Green,PP130,1057,,Dominic,Ashmole,Male,No,No,,1488,0.033654,,73626
+S14000074,S92000003,"Dumfriesshire, Clydesdale and Tweeddale",,Scotland,Scotland,County ,Liberal Democrat,LD,PP90,17,,Drummond,Begg,Male,No,No,,2800,0.063328,-0.009624,85797
+S14000074,S92000003,"Dumfriesshire, Clydesdale and Tweeddale",,Scotland,Scotland,County ,Reform UK,RUK,PP7931,1036,,David,Kirkwood,Male,No,No,,3822,0.086443,,74684
+S14000074,S92000003,"Dumfriesshire, Clydesdale and Tweeddale",,Scotland,Scotland,County ,Labour,Lab,PP53,15,,Daniel,Coleman,Male,No,No,,10140,0.229339,0.146366,116222
+S14000074,S92000003,"Dumfriesshire, Clydesdale and Tweeddale",,Scotland,Scotland,County ,Scottish National Party,SNP,PP102,29,,Kim,Marshall,Female,No,No,,10757,0.243294,-0.136127,116221
+S14000074,S92000003,"Dumfriesshire, Clydesdale and Tweeddale",,Scotland,Scotland,County ,Conservative,Con,PP52,4,,David,Mundell,Male,Yes,Yes,1512,14999,0.339236,-0.125417,1592
+S14000075,S92000003,Dundee Central,,Scotland,Scotland,Burgh,Independent,Ind,,8,,Niko,Omilana,Male,No,No,,139,0.003578,,117548
+S14000075,S92000003,Dundee Central,,Scotland,Scotland,Burgh,Workers Party of Britain,WPB,PP11382,1042,,Raymond,Mennie,Male,No,No,,192,0.004942,,8223
+S14000075,S92000003,Dundee Central,,Scotland,Scotland,Burgh,Scottish Family Party,SFP,PP6380,1016,,Susan,Ettle,Female,No,No,,357,0.00919,,85397
+S14000075,S92000003,Dundee Central,,Scotland,Scotland,Burgh,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,Jim,McFarlane,Male,No,No,,600,0.015445,,2464
+S14000075,S92000003,Dundee Central,,Scotland,Scotland,Burgh,Alba Party,Alba,PP12700,1034,,Alan,Ross,Male,No,No,,813,0.020928,,22042
+S14000075,S92000003,Dundee Central,,Scotland,Scotland,Burgh,Conservative,Con,PP52,4,,Emma,Farquhar,Female,No,No,,1569,0.040388,-0.070242,21232
+S14000075,S92000003,Dundee Central,,Scotland,Scotland,Burgh,Reform UK,RUK,PP7931,1036,,Vicky,McCann,Female,No,No,,2363,0.060827,0.035297,74527
+S14000075,S92000003,Dundee Central,,Scotland,Scotland,Burgh,Liberal Democrat,LD,PP90,17,,Daniel,Coleman,Male,No,No,,2402,0.061831,0.006398,5271
+S14000075,S92000003,Dundee Central,,Scotland,Scotland,Burgh,Labour and Co-operative,Lab,PP53,15,PP119,Richard,McCready,Male,No,No,,14869,0.382748,0.144254,8237
+S14000075,S92000003,Dundee Central,,Scotland,Scotland,Burgh,Scottish National Party,SNP,PP102,29,,Chris,Law,Male,Yes,Yes,4403,15544,0.400124,-0.164645,6020
+S14000076,S92000003,Dunfermline and Dollar,,Scotland,Scotland,County ,Independent,Ind,,8,,George,Morton,Male,No,No,,88,0.001976,,117426
+S14000076,S92000003,Dunfermline and Dollar,,Scotland,Scotland,County ,Scottish Family Party,SFP,PP6380,1016,,Danny,Smith,Male,No,No,,251,0.005636,,85976
+S14000076,S92000003,Dunfermline and Dollar,,Scotland,Scotland,County ,Independent,Ind,,8,,Graham,Hadley,Male,No,No,,324,0.007275,,72239
+S14000076,S92000003,Dunfermline and Dollar,,Scotland,Scotland,County ,Scottish Green Party,Green,PP130,1057,,Ryan,Blackadder,Male,No,No,,2078,0.046658,0.024342,85904
+S14000076,S92000003,Dunfermline and Dollar,,Scotland,Scotland,County ,Reform UK,RUK,PP7931,1036,,Udo,van den Brock,Male,No,No,,2887,0.064823,0.064802,117425
+S14000076,S92000003,Dunfermline and Dollar,,Scotland,Scotland,County ,Liberal Democrat,LD,PP90,17,,Lauren,Buchanan-Quigley,Female,No,No,,3181,0.071424,-0.013008,116838
+S14000076,S92000003,Dunfermline and Dollar,,Scotland,Scotland,County ,Conservative,Con,PP52,4,,Thomas,Heald,Male,No,No,,3297,0.074028,-0.140476,85356
+S14000076,S92000003,Dunfermline and Dollar,,Scotland,Scotland,County ,Scottish National Party,SNP,PP102,29,,Naz,Anis-Miah,Male,No,No,,12095,0.271572,-0.171382,85876
+S14000076,S92000003,Dunfermline and Dollar,,Scotland,Scotland,County ,Labour,Lab,PP53,15,,Graeme,Downie,Male,No,No,5275,20336,0.456609,0.220837,74093
+E14001206,E12000006,Dunstable and Leighton Buzzard,,East of England,England,County,English Democrats,ED,PP17,90,,Antonio,Vitiello,Male,No,No,,77,0.001672,,69510
+E14001206,E12000006,Dunstable and Leighton Buzzard,,East of England,England,County,Green,Green,PP63,44,,Sukhinder,Hundal,Male,No,No,,2115,0.045933,0.009389,105921
+E14001206,E12000006,Dunstable and Leighton Buzzard,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Emma,Holland-Lindsay,Female,No,No,,6497,0.141101,0.033167,107442
+E14001206,E12000006,Dunstable and Leighton Buzzard,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Harry,Palmer,Male,No,No,,8071,0.175285,,105883
+E14001206,E12000006,Dunstable and Leighton Buzzard,,East of England,England,County,Conservative,Con,PP52,4,,Andrew,Selous,Male,Yes,Yes,1453,14309,0.310761,-0.276374,1896
+E14001206,E12000006,Dunstable and Leighton Buzzard,,East of England,England,County,Labour,Lab,PP53,15,,Alex,Mayer,Female,No,No,5141,14976,0.325247,0.056861,69948
+W07000096,W92000004,Dwyfor Meirionnydd,,Wales,Wales,County,Heritage Party,HPUK,PP12550,1037,,Joan,Ginsberg,Female,No,No,,297,0.007352,,117683
+W07000096,W92000004,Dwyfor Meirionnydd,,Wales,Wales,County,Liberal Democrat,LD,PP90,17,,Phoebe,Jenkins,Female,No,No,,1381,0.034187,0.032624,116807
+W07000096,W92000004,Dwyfor Meirionnydd,,Wales,Wales,County,Green,Green,PP63,44,,Karl,Drinkwater,Male,No,No,,1448,0.035846,,115403
+W07000096,W92000004,Dwyfor Meirionnydd,,Wales,Wales,County,Conservative,Con,PP52,4,,Tomos,Day,Male,No,No,,4712,0.116648,-0.145239,116481
+W07000096,W92000004,Dwyfor Meirionnydd,,Wales,Wales,County,Reform UK,RUK,PP7931,1036,,Lucy,Murphy,Female,No,No,,4857,0.120238,0.069603,89947
+W07000096,W92000004,Dwyfor Meirionnydd,,Wales,Wales,County,Labour,Lab,PP53,15,,Joanna,Stallard,Female,No,No,,5912,0.146355,-0.082098,116479
+W07000096,W92000004,Dwyfor Meirionnydd,,Wales,Wales,County,Plaid Cymru,PC,PP77,22,,Liz,Saville Roberts,Female,Yes,Yes,4521,21788,0.539374,0.081913,4970
+E14001207,E12000007,Ealing Central and Acton,,London,England,Borough,Independent,Ind,,8,,Julie,Carter,Female,No,No,,303,0.006343,,51
+E14001207,E12000007,Ealing Central and Acton,,London,England,Borough,Social Democratic Party,SDP,PP243,32,,Stephen,Balogh,Male,No,No,,410,0.008583,,109367
+E14001207,E12000007,Ealing Central and Acton,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Nada,Jarche,Female,No,No,,1766,0.03697,,35808
+E14001207,E12000007,Ealing Central and Acton,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Felix,Orrell,Male,No,No,,3105,0.065,0.051411,116005
+E14001207,E12000007,Ealing Central and Acton,,London,England,Borough,Green,Green,PP63,44,,Kate,Crossland,Female,No,No,,5444,0.113965,0.080125,36744
+E14001207,E12000007,Ealing Central and Acton,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Alastair,Mitton,Male,No,No,,6056,0.126777,-0.046687,38520
+E14001207,E12000007,Ealing Central and Acton,,London,England,Borough,Conservative,Con,PP52,4,,James,Windsor-Clive,Male,No,No,,8345,0.174695,-0.081491,88574
+E14001207,E12000007,Ealing Central and Acton,,London,England,Borough,Labour,Lab,PP53,15,,Rupa,Huq,Female,Yes,Yes,4511,22340,0.467667,-0.055254,4326
+E14001208,E12000007,Ealing North,,London,England,Borough,Social Democratic Party,SDP,PP243,32,,Les,Beaumont,Male,No,No,,240,0.005551,,87373
+E14001208,E12000007,Ealing North,,London,England,Borough,Independent,Ind,,8,,Helmi,Alharahsheh,Male,No,No,,499,0.011542,,116808
+E14001208,E12000007,Ealing North,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Craig,O'Donnell,Male,No,No,,2543,0.058822,-0.029583,38150
+E14001208,E12000007,Ealing North,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Sam,Habeeb,Male,No,No,,3139,0.072608,,116006
+E14001208,E12000007,Ealing North,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Leon,Harris,Male,No,No,,3948,0.091321,,117495
+E14001208,E12000007,Ealing North,,London,England,Borough,Green,Green,PP63,44,,Natalia,Kubica,Female,No,No,,4056,0.093819,0.064392,86386
+E14001208,E12000007,Ealing North,,London,England,Borough,Conservative,Con,PP52,4,,Maria,Khan,Female,No,No,,8144,0.188379,-0.130606,116743
+E14001208,E12000007,Ealing North,,London,England,Borough,Labour and Co-operative,Lab,PP53,15,PP119,James,Murray,Male,Yes,Yes,4797,20663,0.477956,-0.085226,71750
+E14001209,E12000007,Ealing Southall,,London,England,Borough,Independent,Ind,,8,,Pedro,Da Conceicao,Male,No,No,,213,0.00455,,116901
+E14001209,E12000007,Ealing Southall,,London,England,Borough,Independent,Ind,,8,,Jaginder,Singh,Male,No,No,,295,0.006301,,117749
+E14001209,E12000007,Ealing Southall,,London,England,Borough,Independent,Ind,,8,,Joe,Bhangu,Male,No,No,,319,0.006814,,87909
+E14001209,E12000007,Ealing Southall,,London,England,Borough,Rejoin EU,REU,PP11423,1040,,Peter,Ward,Male,No,No,,475,0.010146,,34560
+E14001209,E12000007,Ealing Southall,,London,England,Borough,Independent,Ind,,8,,Sangeet Kaur,Bhail,Female,No,No,,557,0.011898,,117747
+E14001209,E12000007,Ealing Southall,,London,England,Borough,Independent,Ind,,8,,Niko,Omilana,Male,No,No,,740,0.015807,,117748
+E14001209,E12000007,Ealing Southall,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Steve,Chilcott,Male,No,No,,2585,0.055216,0.036666,109134
+E14001209,E12000007,Ealing Southall,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Tariq,Mahmood,Male,No,No,,2832,0.060492,-0.037453,35078
+E14001209,E12000007,Ealing Southall,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Darshan Singh,Azad,Male,No,No,,4237,0.090503,,117042
+E14001209,E12000007,Ealing Southall,,London,England,Borough,Green,Green,PP63,44,,Neil,Reynolds,Male,No,No,,4356,0.093045,0.05524,84574
+E14001209,E12000007,Ealing Southall,,London,England,Borough,Conservative,Con,PP52,4,,Georgie,Calle,Female,No,No,,7207,0.153943,-0.085341,73544
+E14001209,E12000007,Ealing Southall,,London,England,Borough,Labour,Lab,PP53,15,,Deirdre,Costigan,Female,No,No,5075,23000,0.491285,-0.10617,38574
+E14001210,E12000008,Earley and Woodley,,South East,England,Borough,Social Democratic Party,SDP,PP243,32,,Alastair,Hunter,Male,No,No,,784,0.017075,,116298
+E14001210,E12000008,Earley and Woodley,,South East,England,Borough,Green,Green,PP63,44,,Gary,Shacklady,Male,No,No,,3418,0.074444,0.052256,112118
+E14001210,E12000008,Earley and Woodley,,South East,England,Borough,Liberal Democrat,LD,PP90,17,,Tahir,Maher,Male,No,No,,6142,0.133772,-0.084326,19398
+E14001210,E12000008,Earley and Woodley,,South East,England,Borough,Conservative,Con,PP52,4,,Pauline,Jorgensen,Female,No,No,,17361,0.37812,-0.109495,18303
+E14001210,E12000008,Earley and Woodley,,South East,England,Borough,Labour,Lab,PP53,15,,Yuan,Yang,Female,No,No,5267,18209,0.396589,0.129929,114785
+E14001211,E12000001,Easington,,North East,England,County,Liberal Democrat,LD,PP90,17,,Tony,Ferguson,Male,No,No,,811,0.023628,-0.01778,116846
+E14001211,E12000001,Easington,,North East,England,County,Green,Green,PP63,44,,Stephen,Ashfield,Male,No,No,,1173,0.034174,0.031564,24148
+E14001211,E12000001,Easington,,North East,England,County,The North East Party,NEP,PP17515,154,,Mary,Cartwright,Female,No,No,,1581,0.046061,0.009723,30943
+E14001211,E12000001,Easington,,North East,England,County,Conservative,Con,PP52,4,,Joanne,Howey,Female,No,No,,3753,0.10934,-0.161238,79308
+E14001211,E12000001,Easington,,North East,England,County,Reform UK,RUK,PP7931,1036,,Lynn,Murphy,Female,No,No,,10232,0.2981,0.116661,116101
+E14001211,E12000001,Easington,,North East,England,County,Labour,Lab,PP53,15,,Grahame,Morris,Male,Yes,Yes,3973,16774,0.488696,0.021069,1365
+N05000005,N92000002,East Antrim,,Northern Ireland,Northern Ireland,County,Green Party Northern Ireland,Green,PP305,44,,Mark,Bailey,Male,No,No,,568,0.014316,-0.002742,19703
+N05000005,N92000002,East Antrim,,Northern Ireland,Northern Ireland,County,Social Democratic and Labour Party,SDLP,PP55,31,,Margaret,McKillop,Female,No,No,,892,0.022483,-0.013178,5389
+N05000005,N92000002,East Antrim,,Northern Ireland,Northern Ireland,County,Sinn Fein,SF,PP39,30,,Oliver,McMullan,Male,No,No,,2986,0.075262,-0.002435,1061
+N05000005,N92000002,East Antrim,,Northern Ireland,Northern Ireland,County,Traditional Unionist Voice,TUV,PP680,158,,Matthew,Warwick,Male,No,No,,4135,0.104222,,95629
+N05000005,N92000002,East Antrim,,Northern Ireland,Northern Ireland,County,Ulster Unionist Party,UUP,PP83,38,,John,Stewart,Male,No,No,,9476,0.238841,0.072713,8121
+N05000005,N92000002,East Antrim,,Northern Ireland,Northern Ireland,County,Alliance,APNI,PP103,1,,Danny,Donnelly,Male,No,No,,10156,0.25598,-0.003583,9805
+N05000005,N92000002,East Antrim,,Northern Ireland,Northern Ireland,County,Democratic Unionist Party,DUP,PP70,7,,Sammy,Wilson,Male,Yes,Yes,1593,11462,0.288897,-0.129919,1364
+E14001212,E12000008,East Grinstead and Uckfield,,South East,England,County,English Democrats,ED,PP17,90,,William,Highton,Male,No,No,,2036,0.040402,,117684
+E14001212,E12000008,East Grinstead and Uckfield,,South East,England,County,Independent,Ind,,8,,Ian,Gibson,Male,No,No,,2482,0.049253,,32076
+E14001212,E12000008,East Grinstead and Uckfield,,South East,England,County,Green,Green,PP63,44,,Christina,Coleman,Female,No,No,,5277,0.104717,0.055268,108337
+E14001212,E12000008,East Grinstead and Uckfield,,South East,England,County,Labour,Lab,PP53,15,,Ben,Cox,Male,No,No,,10440,0.207172,0.071441,59320
+E14001212,E12000008,East Grinstead and Uckfield,,South East,England,County,Liberal Democrat,LD,PP90,17,,Benedict,Dempsey,Male,No,No,,10839,0.215089,-0.015048,61705
+E14001212,E12000008,East Grinstead and Uckfield,,South East,England,County,Conservative,Con,PP52,4,,Mims,Davies,Female,Yes,Yes,4513,19319,0.383367,-0.201316,4189
+E14001213,E12000007,East Ham,,London,England,Borough,Independent,Ind,,8,,Sathish Mohan,Ramadoss,Male,No,No,,385,0.01016,,117398
+E14001213,E12000007,East Ham,,London,England,Borough,Independent,Ind,,8,,Anand Kumar,Sundar,Male,No,No,,578,0.015254,,117399
+E14001213,E12000007,East Ham,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Hillary,Briffa,Female,No,No,,1210,0.031933,-0.003731,93777
+E14001213,E12000007,East Ham,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Daniel,Oxley,Male,No,No,,1340,0.035364,0.015807,6863
+E14001213,E12000007,East Ham,,London,England,Borough,Conservative,Con,PP52,4,,Maria,Higson,Female,No,No,,3876,0.102291,-0.043433,42104
+E14001213,E12000007,East Ham,,London,England,Borough,Green,Green,PP63,44,,Rosie,Pearce,Female,No,No,,4226,0.111527,0.095548,14335
+E14001213,E12000007,East Ham,,London,England,Borough,Independent,Ind,,8,,Tahir,Mirza,Male,No,No,,6707,0.177003,,93724
+E14001213,E12000007,East Ham,,London,England,Borough,Labour,Lab,PP53,15,,Stephen,Timms,Male,Yes,Yes,163,19570,0.516468,-0.261317,983
+E14001214,E12000008,East Hampshire,,South East,England,County,Social Democratic Party,SDP,PP243,32,,Sara,Smith,Female,No,No,,152,0.00304,,116302
+E14001214,E12000008,East Hampshire,,South East,England,County,Hampshire Independents,HI,PP10327,1106,,Jim,Makin,Male,No,No,,364,0.007279,,29988
+E14001214,E12000008,East Hampshire,,South East,England,County,Green,Green,PP63,44,,Richard,Knight,Male,No,No,,2404,0.048074,-0.006767,34992
+E14001214,E12000008,East Hampshire,,South East,England,County,Labour,Lab,PP53,15,,Lucy,Sims,Female,No,No,,4867,0.097328,-0.025644,94904
+E14001214,E12000008,East Hampshire,,South East,England,County,Reform UK,RUK,PP7931,1036,,Matthew,Kellerman,Male,No,No,,6476,0.129504,,108450
+E14001214,E12000008,East Hampshire,,South East,England,County,Liberal Democrat,LD,PP90,17,,Dominic,Martin,Male,No,No,,17234,0.344639,0.127472,114794
+E14001214,E12000008,East Hampshire,,South East,England,County,Conservative,Con,PP52,4,,Damian,Hinds,Male,Yes,Yes,3969,18509,0.370136,-0.219897,3449
+S14000077,S92000003,East Kilbride and Strathaven,,Scotland,Scotland,County ,UK Independence Party,UKIP,PP85,35,,Donald,MacKay,Male,No,No,,86,0.001841,-0.008974,1516
+S14000077,S92000003,East Kilbride and Strathaven,,Scotland,Scotland,County ,Scottish Family Party,SFP,PP6380,1016,,David,Richardson,Male,No,No,,505,0.010812,,116224
+S14000077,S92000003,East Kilbride and Strathaven,,Scotland,Scotland,County ,Liberal Democrat,LD,PP90,17,,Aisha,Mir,Female,No,No,,1074,0.022994,-0.045808,6961
+S14000077,S92000003,East Kilbride and Strathaven,,Scotland,Scotland,County ,Scottish Green Party,Green,PP130,1057,,Ann,McGuinness,Female,No,No,,1811,0.038774,0.017994,85169
+S14000077,S92000003,East Kilbride and Strathaven,,Scotland,Scotland,County ,Reform UK,RUK,PP7931,1036,,David,Mills,Male,No,No,,3377,0.072302,,117560
+S14000077,S92000003,East Kilbride and Strathaven,,Scotland,Scotland,County ,Conservative,Con,PP52,4,,Ross,Lambie,Male,No,No,,3547,0.075942,-0.137703,73035
+S14000077,S92000003,East Kilbride and Strathaven,,Scotland,Scotland,County ,Scottish National Party,SNP,PP102,29,,Grant,Costello,Male,No,No,,13625,0.291712,-0.178666,116223
+S14000077,S92000003,East Kilbride and Strathaven,,Scotland,Scotland,County ,Labour,Lab,PP53,15,,Joani,Reid,Female,No,No,5079,22682,0.485623,0.270044,45130
+N05000006,N92000002,East Londonderry,,Northern Ireland,Northern Ireland,County,Conservative,Con,PP51,4,,Claire,Scull,Female,No,No,,187,0.00453,,116672
+N05000006,N92000002,East Londonderry,,Northern Ireland,Northern Ireland,County,Green Party Northern Ireland,Green,PP305,44,,Jen,McCahon,Female,No,No,,445,0.010781,,108735
+N05000006,N92000002,East Londonderry,,Northern Ireland,Northern Ireland,County,Aontú,AONT,PP7968,1025,,Gemma,Brolly,Female,No,No,,1043,0.025268,-0.017942,84446
+N05000006,N92000002,East Londonderry,,Northern Ireland,Northern Ireland,County,Ulster Unionist Party,UUP,PP83,38,,Glen,Miller,Male,No,No,,3412,0.082661,-0.008724,96558
+N05000006,N92000002,East Londonderry,,Northern Ireland,Northern Ireland,County,Alliance,APNI,PP103,1,,Richard,Stewart,Male,No,No,,3734,0.090462,-0.05479,95844
+N05000006,N92000002,East Londonderry,,Northern Ireland,Northern Ireland,County,Traditional Unionist Voice,TUV,PP680,158,,Allister,Kyle,Male,No,No,,4363,0.105701,,95799
+N05000006,N92000002,East Londonderry,,Northern Ireland,Northern Ireland,County,Social Democratic and Labour Party,SDLP,PP55,31,,Cara,Hunter,Female,No,No,,5260,0.127432,-0.036774,49383
+N05000006,N92000002,East Londonderry,,Northern Ireland,Northern Ireland,County,Sinn Fein,SF,PP39,30,,Kathleen,McGurk,Female,No,No,,11327,0.274414,0.120087,49598
+N05000006,N92000002,East Londonderry,,Northern Ireland,Northern Ireland,County,Democratic Unionist Party,DUP,PP70,7,,Gregory,Campbell,Male,Yes,Yes,1409,11506,0.278751,-0.121629,2139
+S14000021,S92000003,East Renfrewshire,,Scotland,Scotland,County ,Independence for Scotland Party,ISP,PP11433,1058,,Colette,Walker,Female,No,No,,296,0.005893,,85339
+S14000021,S92000003,East Renfrewshire,,Scotland,Scotland,County ,Liberal,Lib,PP54,16,,Allan,Steele,Male,No,No,,481,0.009577,,85327
+S14000021,S92000003,East Renfrewshire,,Scotland,Scotland,County ,Scottish Family Party,SFP,PP6380,1016,,Maria,Reid,Female,No,No,,487,0.009696,,85319
+S14000021,S92000003,East Renfrewshire,,Scotland,Scotland,County ,Liberal Democrat,LD,PP90,17,,Alan,Grant,Male,No,No,,1150,0.022896,-0.052505,117602
+S14000021,S92000003,East Renfrewshire,,Scotland,Scotland,County ,Scottish Green Party,Green,PP130,1057,,Karen,Sharkey,Female,No,No,,1510,0.030064,,85326
+S14000021,S92000003,East Renfrewshire,,Scotland,Scotland,County ,Reform UK,RUK,PP7931,1036,,Matt,Alexander,Male,No,No,,2360,0.046987,,74558
+S14000021,S92000003,East Renfrewshire,,Scotland,Scotland,County ,Conservative,Con,PP52,4,,Sandesh,Gulhane,Male,No,No,,8494,0.169112,-0.182262,74421
+S14000021,S92000003,East Renfrewshire,,Scotland,Scotland,County ,Scottish National Party,SNP,PP102,29,,Kirsten,Oswald,Female,Yes,Yes,4413,13514,0.269058,-0.180334,5554
+S14000021,S92000003,East Renfrewshire,,Scotland,Scotland,County ,Labour,Lab,PP53,15,,Blair,McDougall,Male,No,No,5076,21935,0.436717,0.312885,34200
+E14001215,E12000008,East Surrey,,South East,England,County,Monster Raving Loony Party,MRLP,PP66,119,,Martin,Hogbin,Male,No,No,,327,0.006647,-0.003475,1712
+E14001215,E12000008,East Surrey,,South East,England,County,Independent,Ind,,8,,Judy,Moore,Female,No,No,,1145,0.023274,,35063
+E14001215,E12000008,East Surrey,,South East,England,County,Green,Green,PP63,44,,Shasha,Khan,Male,No,No,,2957,0.060107,0.030306,4614
+E14001215,E12000008,East Surrey,,South East,England,County,Reform UK,RUK,PP7931,1036,,Chris,Scott,Male,No,No,,8380,0.170339,,92420
+E14001215,E12000008,East Surrey,,South East,England,County,Liberal Democrat,LD,PP90,17,,Claire,Malcomson,Female,No,No,,8833,0.179547,-0.024397,25014
+E14001215,E12000008,East Surrey,,South East,England,County,Labour,Lab,PP53,15,,Thomas,Bowell,Male,No,No,,10052,0.204326,0.072475,84601
+E14001215,E12000008,East Surrey,,South East,England,County,Conservative,Con,PP52,4,,Claire,Coutinho,Female,Yes,Yes,4806,17502,0.355761,-0.247697,72297
+E14001216,E12000008,East Thanet,,South East,England,Borough,Independent,Ind,,8,,Mo,Shafaei,Male,No,No,,98,0.002294,,117700
+E14001216,E12000008,East Thanet,,South East,England,Borough,Independent,Ind,,8,,Paul,Holton,Male,No,No,,369,0.008639,,105499
+E14001216,E12000008,East Thanet,,South East,England,Borough,Independent,Ind,,8,,Grahame,Birchall,Male,No,No,,563,0.013181,,6917
+E14001216,E12000008,East Thanet,,South East,England,Borough,Liberal Democrat,LD,PP90,17,,Jai,Singh,Male,No,No,,1365,0.031957,-0.019916,116905
+E14001216,E12000008,East Thanet,,South East,England,Borough,Green,Green,PP63,44,,Steve,Roberts,Male,No,No,,4590,0.107461,0.07009,105508
+E14001216,E12000008,East Thanet,,South East,England,Borough,Reform UK,RUK,PP7931,1036,,Paul,Webb,Male,No,No,,8591,0.201133,,117175
+E14001216,E12000008,East Thanet,,South East,England,Borough,Conservative,Con,PP52,4,,Helen,Harrison,Female,No,No,,10083,0.236064,-0.298449,6107
+E14001216,E12000008,East Thanet,,South East,England,Borough,Labour,Lab,PP53,15,,Polly,Billington,Female,No,No,5123,17054,0.39927,0.023028,4451
+E14001217,E12000009,East Wiltshire,,South West,England,County,True & Fair Party,TFB,PP12922,1059,,Pete,Force-Jones,Male,No,No,,278,0.005891,,115136
+E14001217,E12000009,East Wiltshire,,South West,England,County,Green,Green,PP63,44,,Emily,Herbert,Female,No,No,,1844,0.039074,0.002146,96675
+E14001217,E12000009,East Wiltshire,,South West,England,County,Reform UK,RUK,PP7931,1036,,Stephen,Talbot,Male,No,No,,7885,0.16708,,115867
+E14001217,E12000009,East Wiltshire,,South West,England,County,Liberal Democrat,LD,PP90,17,,David,Kinnaird,Male,No,No,,8204,0.173839,0.028906,81274
+E14001217,E12000009,East Wiltshire,,South West,England,County,Labour,Lab,PP53,15,,Rob,Newman,Male,No,No,,12133,0.257093,0.09832,116395
+E14001217,E12000009,East Wiltshire,,South West,England,County,Conservative,Con,PP52,4,,Danny,Kruger,Male,Yes,Yes,4858,16849,0.357023,-0.302342,72030
+E14001218,E12000008,East Worthing and Shoreham,,South East,England,County,Independent,Ind,,8,,Ivana,Forman,Female,No,No,,169,0.003443,,117723
+E14001218,E12000008,East Worthing and Shoreham,,South East,England,County,Independent,Ind,,8,,John,Greenshields,Male,No,No,,273,0.005563,,117724
+E14001218,E12000008,East Worthing and Shoreham,,South East,England,County,Independent,Ind,,8,,Frank,Ward,Male,No,No,,320,0.00652,,117725
+E14001218,E12000008,East Worthing and Shoreham,,South East,England,County,Liberal Democrat,LD,PP90,17,,David,Batchelor,Male,No,No,,3180,0.064795,-0.012886,38285
+E14001218,E12000008,East Worthing and Shoreham,,South East,England,County,Green,Green,PP63,44,,Debbie,Woudman,Female,No,No,,3246,0.06614,0.028382,116693
+E14001218,E12000008,East Worthing and Shoreham,,South East,England,County,Reform UK,RUK,PP7931,1036,,Lionel,Harman,Male,No,No,,7169,0.146074,,63827
+E14001218,E12000008,East Worthing and Shoreham,,South East,England,County,Conservative,Con,PP52,4,,Leila,Williams,Female,No,No,,12601,0.256755,-0.253466,76990
+E14001218,E12000008,East Worthing and Shoreham,,South East,England,County,Labour,Lab,PP53,15,,Tom,Rutland,Male,No,No,5222,22120,0.450711,0.08117,84432
+E14001219,E12000008,Eastbourne,,South East,England,Borough,UK Independence Party,UKIP,PP85,35,,Ian,Garbutt,Male,No,No,,154,0.003377,,29792
+E14001219,E12000008,Eastbourne,,South East,England,Borough,Green,Green,PP63,44,,Mike,Munson,Male,No,No,,1421,0.031159,,114806
+E14001219,E12000008,Eastbourne,,South East,England,Borough,Labour and Co-operative,Lab,PP53,15,PP119,Paul,Richards,Male,No,No,,2689,0.058963,-0.010488,29760
+E14001219,E12000008,Eastbourne,,South East,England,Borough,Reform UK,RUK,PP7931,1036,,Mark,Ashdown,Male,No,No,,6061,0.132902,0.105434,116303
+E14001219,E12000008,Eastbourne,,South East,England,Borough,Conservative,Con,PP52,4,,Caroline,Ansell,Female,Yes,Yes,4512,11538,0.252999,-0.217885,4188
+E14001219,E12000008,Eastbourne,,South East,England,Borough,Liberal Democrat,LD,PP90,17,,Josh,Babarinde,Male,No,No,5086,23742,0.520601,0.092013,71295
+E14001220,E12000008,Eastleigh,,South East,England,Borough,Independent,Ind,,8,,Russ,Kitching,Male,No,No,,467,0.01006,,117010
+E14001220,E12000008,Eastleigh,,South East,England,Borough,Green,Green,PP63,44,,Ben,Parry,Male,No,No,,2403,0.051766,0.031332,75753
+E14001220,E12000008,Eastleigh,,South East,England,Borough,Reform UK,RUK,PP7931,1036,,Clare,Fawcett,Female,No,No,,6151,0.132508,,77793
+E14001220,E12000008,Eastleigh,,South East,England,Borough,Labour,Lab,PP53,15,,Daniel,Shearer,Male,No,No,,7005,0.150905,0.034347,84792
+E14001220,E12000008,Eastleigh,,South East,England,Borough,Conservative,Con,PP52,4,,Sam,Joynson,Male,No,No,,14424,0.310728,-0.207932,101989
+E14001220,E12000008,Eastleigh,,South East,England,Borough,Liberal Democrat,LD,PP90,17,,Liz,Jarvis,Female,No,No,5040,15970,0.344033,-0.000315,71655
+S14000078,S92000003,Edinburgh East and Musselburgh,,Scotland,Scotland,Burgh,Independent,Ind,,8,,Jane,Gould,Female,No,No,,365,0.008009,,117411
+S14000078,S92000003,Edinburgh East and Musselburgh,,Scotland,Scotland,Burgh,Liberal Democrat,LD,PP90,17,,Charles,Dundas,Male,No,No,,1949,0.042765,-0.026935,4033
+S14000078,S92000003,Edinburgh East and Musselburgh,,Scotland,Scotland,Burgh,Reform UK,RUK,PP7931,1036,,Derek,Winton,Male,No,No,,2129,0.046714,,73428
+S14000078,S92000003,Edinburgh East and Musselburgh,,Scotland,Scotland,Burgh,Conservative,Con,PP52,4,,Marie-Clair,Munro,Female,No,No,,2598,0.057005,-0.083733,74604
+S14000078,S92000003,Edinburgh East and Musselburgh,,Scotland,Scotland,Burgh,Scottish Green Party,Green,PP130,1057,,Amanda,Grimm,Female,No,No,,4669,0.102447,0.066487,116227
+S14000078,S92000003,Edinburgh East and Musselburgh,,Scotland,Scotland,Burgh,Scottish National Party,SNP,PP102,29,,Tommy,Sheppard,Male,Yes,Yes,4453,15075,0.330773,-0.158902,5795
+S14000078,S92000003,Edinburgh East and Musselburgh,,Scotland,Scotland,Burgh,Labour,Lab,PP53,15,,Chris,Murray,Male,No,No,5245,18790,0.412287,0.14836,116226
+S14000079,S92000003,Edinburgh North and Leith,,Scotland,Scotland,Burgh,Independent,Ind,,8,,Caroline,Waterloo,Female,No,No,,139,0.00281,,117415
+S14000079,S92000003,Edinburgh North and Leith,,Scotland,Scotland,Burgh,Communist Party of Britain,Comm,PP78,76,,Richard,Shillcock,Male,No,No,,189,0.00382,,86110
+S14000079,S92000003,Edinburgh North and Leith,,Scotland,Scotland,Burgh,Scottish Family Party,SFP,PP6380,1016,,Niel,Deepnarain,Male,No,No,,210,0.004245,,86106
+S14000079,S92000003,Edinburgh North and Leith,,Scotland,Scotland,Burgh,Socialist Labour Party,SL,PP73,147,,David,Jacobsen,Male,No,No,,227,0.004588,,3094
+S14000079,S92000003,Edinburgh North and Leith,,Scotland,Scotland,Burgh,Reform UK,RUK,PP7931,1036,,Alan,Melville,Male,No,No,,1818,0.036746,0.028115,6968
+S14000079,S92000003,Edinburgh North and Leith,,Scotland,Scotland,Burgh,Conservative,Con,PP52,4,,Joanna,Mowat,Female,No,No,,3254,0.065771,-0.110289,20774
+S14000079,S92000003,Edinburgh North and Leith,,Scotland,Scotland,Burgh,Liberal Democrat,LD,PP90,17,,Mike,Andersen,Male,No,No,,3879,0.078403,-0.046718,116229
+S14000079,S92000003,Edinburgh North and Leith,,Scotland,Scotland,Burgh,Scottish Green Party,Green,PP130,1057,,Kayleigh,O'Neill,Female,No,No,,5417,0.10949,0.076867,84989
+S14000079,S92000003,Edinburgh North and Leith,,Scotland,Scotland,Burgh,Scottish National Party,SNP,PP102,29,,Deidre,Brock,Female,Yes,Yes,4417,13537,0.273613,-0.164294,6041
+S14000079,S92000003,Edinburgh North and Leith,,Scotland,Scotland,Burgh,Labour,Lab,PP53,15,,Tracy,Gilbert,Female,No,No,5188,20805,0.420515,0.203202,114547
+S14000080,S92000003,Edinburgh South,,Scotland,Scotland,Burgh,Independent,Ind,,8,,Mark,Rowbotham,Male,No,No,,76,0.001623,,117431
+S14000080,S92000003,Edinburgh South,,Scotland,Scotland,Burgh,Scottish Family Party,SFP,PP6380,1016,,Phil,Holden,Male,No,No,,267,0.005702,,74404
+S14000080,S92000003,Edinburgh South,,Scotland,Scotland,Burgh,Alba Party,Alba,PP12700,1034,,Lynne,Lyon,Female,No,No,,454,0.009695,,117430
+S14000080,S92000003,Edinburgh South,,Scotland,Scotland,Burgh,Independent,Ind,,8,,Alex,Martin,Male,No,No,,466,0.009952,,116753
+S14000080,S92000003,Edinburgh South,,Scotland,Scotland,Burgh,Reform UK,RUK,PP7931,1036,,Cameron,Rose,Male,No,No,,1845,0.039401,,20777
+S14000080,S92000003,Edinburgh South,,Scotland,Scotland,Burgh,Liberal Democrat,LD,PP90,17,,Andy,Williamson,Male,No,No,,2746,0.058643,-0.023275,116677
+S14000080,S92000003,Edinburgh South,,Scotland,Scotland,Burgh,Conservative,Con,PP52,4,,Christopher,Cowdy,Male,No,No,,4001,0.085444,-0.082804,84993
+S14000080,S92000003,Edinburgh South,,Scotland,Scotland,Burgh,Scottish Green Party,Green,PP130,1057,,Jo,Phillips,Female,No,No,,4270,0.091189,0.062111,114555
+S14000080,S92000003,Edinburgh South,,Scotland,Scotland,Burgh,Scottish National Party,SNP,PP102,29,,Simita,Kumar,Female,No,No,,7725,0.164972,-0.093622,84946
+S14000080,S92000003,Edinburgh South,,Scotland,Scotland,Burgh,Labour,Lab,PP53,15,,Ian,Murray,Male,Yes,Yes,3966,24976,0.533379,0.071217,1116
+S14000081,S92000003,Edinburgh South West,,Scotland,Scotland,Burgh,Independent,Ind,,8,,Marc,Wilkinson,Male,No,No,,181,0.003964,,117506
+S14000081,S92000003,Edinburgh South West,,Scotland,Scotland,Burgh,Scottish Family Party,SFP,PP6380,1016,,Richard,Lucas,Male,No,No,,265,0.005803,,7111
+S14000081,S92000003,Edinburgh South West,,Scotland,Scotland,Burgh,Reform UK,RUK,PP7931,1036,,Ian,Harper,Male,No,No,,2087,0.045703,0.033714,117505
+S14000081,S92000003,Edinburgh South West,,Scotland,Scotland,Burgh,Liberal Democrat,LD,PP90,17,,Bruce,Wilson,Male,No,No,,3014,0.066004,-0.029352,71426
+S14000081,S92000003,Edinburgh South West,,Scotland,Scotland,Burgh,Scottish Green Party,Green,PP130,1057,,Dan,Heap,Male,No,No,,3450,0.075552,0.051286,8302
+S14000081,S92000003,Edinburgh South West,,Scotland,Scotland,Burgh,Conservative,Con,PP52,4,,Sue,Webber,Female,No,No,,5558,0.121715,-0.124741,20619
+S14000081,S92000003,Edinburgh South West,,Scotland,Scotland,Burgh,Scottish National Party,SNP,PP102,29,,Joanna,Cherry,Female,Yes,Yes,4419,12446,0.272556,-0.203744,5912
+S14000081,S92000003,Edinburgh South West,,Scotland,Scotland,Burgh,Labour,Lab,PP53,15,,Scott,Arthur,Male,No,No,5212,18663,0.408703,0.265256,19814
+S14000082,S92000003,Edinburgh West,,Scotland,Scotland,Burgh,Scottish Libertarian Party,Scot Libt,PP15208,1091,,Tam,Laird,Male,No,No,,85,0.00162,,8275
+S14000082,S92000003,Edinburgh West,,Scotland,Scotland,Burgh,Independent,Ind,,8,,Nick,Hornig,Male,No,No,,143,0.002725,,117514
+S14000082,S92000003,Edinburgh West,,Scotland,Scotland,Burgh,Independent,Ind,,8,,David,Henry,Male,No,No,,363,0.006918,,86120
+S14000082,S92000003,Edinburgh West,,Scotland,Scotland,Burgh,Scottish Green Party,Green,PP130,1057,,James,Puchowski,Male,No,No,,2100,0.040022,0.020412,73702
+S14000082,S92000003,Edinburgh West,,Scotland,Scotland,Burgh,Reform UK,RUK,PP7931,1036,,Otto,Inglis,Male,No,No,,2209,0.042099,0.04119,944
+S14000082,S92000003,Edinburgh West,,Scotland,Scotland,Burgh,Conservative,Con,PP52,4,,Alastair,Shields,Male,No,No,,2897,0.055211,-0.12511,117128
+S14000082,S92000003,Edinburgh West,,Scotland,Scotland,Burgh,Labour,Lab,PP53,15,,Michael,Davidson,Male,No,No,,7854,0.149683,0.062684,116232
+S14000082,S92000003,Edinburgh West,,Scotland,Scotland,Burgh,Scottish National Party,SNP,PP102,29,,Euan,Hyslop,Male,No,No,,10175,0.193917,-0.135921,84941
+S14000082,S92000003,Edinburgh West,,Scotland,Scotland,Burgh,Liberal Democrat,LD,PP90,17,,Christine,Jardine,Female,Yes,Yes,4634,26645,0.507804,0.12548,4499
+E14001221,E12000007,Edmonton and Winchmore Hill,,London,England,Borough,Christian Peoples Alliance Party,CPA,PP79,80,,Yemi,Awolola,Male,No,No,,366,0.008917,,6475
+E14001221,E12000007,Edmonton and Winchmore Hill,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Denise,Headley,Female,No,No,,668,0.016275,,40980
+E14001221,E12000007,Edmonton and Winchmore Hill,,London,England,Borough,Independent,Ind,,8,,Khalid,Sadur,Male,No,No,,1700,0.041418,,117005
+E14001221,E12000007,Edmonton and Winchmore Hill,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Tim,Martin,Male,No,No,,2721,0.066293,-0.001048,90654
+E14001221,E12000007,Edmonton and Winchmore Hill,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Neville,Watson,Male,No,No,,3501,0.085297,0.067762,5106
+E14001221,E12000007,Edmonton and Winchmore Hill,,London,England,Borough,Green,Green,PP63,44,,Luke,Balnave,Male,No,No,,3681,0.089682,0.06908,6790
+E14001221,E12000007,Edmonton and Winchmore Hill,,London,England,Borough,Conservative,Con,PP52,4,,Zoe,Huggins,Female,No,No,,7888,0.192179,-0.118887,15969
+E14001221,E12000007,Edmonton and Winchmore Hill,,London,England,Borough,Labour and Co-operative,Lab,PP53,15,PP119,Kate,Osamor,Female,Yes,Yes,4515,20520,0.499939,-0.081962,6425
+E14001222,E12000002,Ellesmere Port and Bromborough,,North West,England,Borough,Independent,Ind,,8,,Ruth,Boulton,Female,No,No,,256,0.0061,,117522
+E14001222,E12000002,Ellesmere Port and Bromborough,,North West,England,Borough,Liberal Democrat,LD,PP90,17,,Chris,Carubia,Male,No,No,,2328,0.055476,-0.018723,7712
+E14001222,E12000002,Ellesmere Port and Bromborough,,North West,England,Borough,Green,Green,PP63,44,,Harry,Gorman,Male,No,No,,2706,0.064484,0.045486,49366
+E14001222,E12000002,Ellesmere Port and Bromborough,,North West,England,Borough,Conservative,Con,PP52,4,,Lee,Evans,Male,No,No,,5210,0.124154,-0.146414,44605
+E14001222,E12000002,Ellesmere Port and Bromborough,,North West,England,Borough,Reform UK,RUK,PP7931,1036,,Michael,Alreed,Male,No,No,,7278,0.173434,0.130153,117521
+E14001222,E12000002,Ellesmere Port and Bromborough,,North West,England,Borough,Labour,Lab,PP53,15,,Justin,Madders,Male,Yes,Yes,4418,24186,0.576351,-0.016603,4329
+E14001223,E12000007,Eltham and Chislehurst,,London,England,Borough,Independent,Ind,,8,,John,Courtneidge,Male,No,No,,91,0.001997,,4283
+E14001223,E12000007,Eltham and Chislehurst,,London,England,Borough,Independent,Ind,,8,,Christian,Hacking,Male,No,No,,173,0.003797,,117677
+E14001223,E12000007,Eltham and Chislehurst,,London,England,Borough,Independent,Ind,,8,,Arnold,Tarling,Male,No,No,,307,0.006737,,117679
+E14001223,E12000007,Eltham and Chislehurst,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Sean Ellis,Stewart,Male,No,No,,356,0.007813,,117678
+E14001223,E12000007,Eltham and Chislehurst,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Ulysse,Abbate,Male,No,No,,2423,0.053176,-0.021716,74222
+E14001223,E12000007,Eltham and Chislehurst,,London,England,Borough,Green,Green,PP63,44,,Sam,Gabriel,Male,No,No,,3079,0.067572,0.037897,116694
+E14001223,E12000007,Eltham and Chislehurst,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Mark George,Simpson,Male,No,No,,7428,0.163016,0.137236,73969
+E14001223,E12000007,Eltham and Chislehurst,,London,England,Borough,Conservative,Con,PP52,4,,Charlie,Davis,Male,No,No,,11640,0.255454,-0.21308,45285
+E14001223,E12000007,Eltham and Chislehurst,,London,England,Borough,Labour,Lab,PP53,15,,Clive,Efford,Male,Yes,Yes,165,20069,0.440438,0.039318,4037
+E14001224,E12000006,Ely and East Cambridgeshire,,East of England,England,County,Independent,Ind,,8,,Rob,Rawlins,Male,No,No,,102,0.001948,,117199
+E14001224,E12000006,Ely and East Cambridgeshire,,East of England,England,County,Independent,Ind,,8,,Obi,Monye,Male,No,No,,103,0.001967,,117198
+E14001224,E12000006,Ely and East Cambridgeshire,,East of England,England,County,Social Democratic Party,SDP,PP243,32,,Robert,Bayley,Male,No,No,,172,0.003284,,116819
+E14001224,E12000006,Ely and East Cambridgeshire,,East of England,England,County,Monster Raving Loony Party,MRLP,PP66,119,,Hoo-Ray,Henry,Male,No,No,,271,0.005175,,117126
+E14001224,E12000006,Ely and East Cambridgeshire,,East of England,England,County,Green,Green,PP63,44,,Andy,Cogan,Male,No,No,,2359,0.045046,0.039354,25603
+E14001224,E12000006,Ely and East Cambridgeshire,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Ryan,Coogan,Male,No,No,,6443,0.123031,,116896
+E14001224,E12000006,Ely and East Cambridgeshire,,East of England,England,County,Labour,Lab,PP53,15,,Elizabeth,McWilliams,Female,No,No,,9160,0.174913,0.031242,35825
+E14001224,E12000006,Ely and East Cambridgeshire,,East of England,England,County,Conservative,Con,PP52,4,,Lucy,Frazer,Female,Yes,Yes,4517,16632,0.317592,-0.221928,4228
+E14001224,E12000006,Ely and East Cambridgeshire,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Charlotte,Cane,Female,No,No,5182,17127,0.327045,0.034453,27709
+E14001225,E12000007,Enfield North,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Aishat,Anifowoshe,Female,No,No,,668,0.015359,,116012
+E14001225,E12000007,Enfield North,,London,England,Borough,Independent,Ind,,8,,Ertan,Karpazli,Male,No,No,,1448,0.033293,,117006
+E14001225,E12000007,Enfield North,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Guy,Russo,Male,No,No,,2517,0.057873,-0.007452,40987
+E14001225,E12000007,Enfield North,,London,England,Borough,Green,Green,PP63,44,,Isobel,Whittaker,Female,No,No,,3713,0.085372,0.061203,43070
+E14001225,E12000007,Enfield North,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Stephen,Bird,Male,No,No,,5146,0.118321,0.10045,116011
+E14001225,E12000007,Enfield North,,London,England,Borough,Conservative,Con,PP52,4,,Chris,Dey,Male,No,No,,8632,0.198473,-0.160722,35647
+E14001225,E12000007,Enfield North,,London,England,Borough,Labour,Lab,PP53,15,,Feryal,Clark,Female,Yes,Yes,4822,21368,0.491309,-0.042131,7935
+E14001226,E12000006,Epping Forest,,East of England,England,County,Shared Ground,SG,PP1912,1111,,Thomas,Hall,Male,No,No,,568,0.013603813,0.010003113,34867
+E14001226,E12000006,Epping Forest,,East of England,England,County,Green,Green,PP63,44,,Simon,Heap,Male,No,No,,2486,0.059540632,0.020251223,12758
+E14001226,E12000006,Epping Forest,,East of England,England,County,Independent,Ind,,8,,Ed,Pond,Male,No,No,,3037,0.072737288,,86726
+E14001226,E12000006,Epping Forest,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Jon,Whitehouse,Male,No,No,,5268,0.126170575,0.019004982,7054
+E14001226,E12000006,Epping Forest,,East of England,England,County,Labour,Lab,PP53,15,,Rosalind,Doré,Female,No,No,,12356,0.295930831,0.093197482,46070
+E14001226,E12000006,Epping Forest,,East of England,England,County,Conservative,Con,PP52,4,,Neil,Hudson,Male,Yes,Yes,4853,18038,0.432016861,-0.211812215,527
+E14001227,E12000008,Epsom and Ewell,,South East,England,Borough,Social Democratic Party,SDP,PP243,32,,Damon,Young,Male,No,No,,153,0.002806,,116816
+E14001227,E12000008,Epsom and Ewell,,South East,England,Borough,True & Fair Party,TFB,PP12922,1059,,Gina,Miller,Female,No,No,,845,0.015497,,116307
+E14001227,E12000008,Epsom and Ewell,,South East,England,Borough,Green,Green,PP63,44,,Stephen,McKenna,Male,No,No,,1745,0.032004,-0.001029,14151
+E14001227,E12000008,Epsom and Ewell,,South East,England,Borough,Reform UK,RUK,PP7931,1036,,Mayuran,Senthilnathan,Male,No,No,,5795,0.106282,,96699
+E14001227,E12000008,Epsom and Ewell,,South East,England,Borough,Labour,Lab,PP53,15,,Mark,Todd,Male,No,No,,8325,0.152682,-0.015497,81765
+E14001227,E12000008,Epsom and Ewell,,South East,England,Borough,Conservative,Con,PP52,4,,Mhairi,Fraser,Female,No,No,,16988,0.311564,-0.224214,6147
+E14001227,E12000008,Epsom and Ewell,,South East,England,Borough,Liberal Democrat,LD,PP90,17,,Helen,Maguire,Female,No,No,5336,20674,0.379166,0.137062,114812
+E14001228,E12000004,Erewash,,East Midlands,England,County,Independent,Ind,,8,,John,Kirby,Male,No,No,,351,0.008162,,72532
+E14001228,E12000004,Erewash,,East Midlands,England,County,Liberal Democrat,LD,PP90,17,,James,Archer,Male,No,No,,2426,0.056411,0.005462,63398
+E14001228,E12000004,Erewash,,East Midlands,England,County,Green,Green,PP63,44,,Brent,Poland,Male,No,No,,2478,0.05762,0.034778,31549
+E14001228,E12000004,Erewash,,East Midlands,England,County,Reform UK,RUK,PP7931,1036,,Liam,Booth-Isherwood,Male,No,No,,9162,0.21304,,103529
+E14001228,E12000004,Erewash,,East Midlands,England,County,Conservative,Con,PP52,4,,Maggie,Throup,Female,Yes,Yes,4447,11365,0.264265,-0.300327,3437
+E14001228,E12000004,Erewash,,East Midlands,England,County,Labour,Lab,PP53,15,,Adam,Thompson,Male,No,No,5044,17224,0.400502,0.053184,50525
+E14001229,E12000007,Erith and Thamesmead,,London,England,Borough,Independent,Ind,,8,,Diana,Diamond,Female,No,No,,200,0.004953,,117565
+E14001229,E12000007,Erith and Thamesmead,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Mohammed Abu,Shahed,Male,No,No,,1071,0.026524,,117566
+E14001229,E12000007,Erith and Thamesmead,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Pierce,Chalmers,Male,No,No,,1872,0.046361,-0.002821,76913
+E14001229,E12000007,Erith and Thamesmead,,London,England,Borough,Green,Green,PP63,44,,Sarah,Barry,Female,No,No,,3482,0.086233,0.057778,86909
+E14001229,E12000007,Erith and Thamesmead,,London,England,Borough,Conservative,Con,PP52,4,,Richard,Mark,Male,No,No,,5564,0.137794,-0.144276,100178
+E14001229,E12000007,Erith and Thamesmead,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Michael,Pastor,Male,No,No,,5944,0.147205,0.096747,74118
+E14001229,E12000007,Erith and Thamesmead,,London,England,Borough,Labour,Lab,PP53,15,,Abena,Oppong-Asare,Female,Yes,Yes,4820,22246,0.55093,-0.032591,71816
+E14001230,E12000008,Esher and Walton,,South East,England,Borough,Social Democratic Party,SDP,PP243,32,,Richard,Bateson,Male,No,No,,234,0.004343,,114820
+E14001230,E12000008,Esher and Walton,,South East,England,Borough,Green,Green,PP63,44,,Maciej,Pawlik,Male,No,No,,1396,0.025909,0.02356,53265
+E14001230,E12000008,Esher and Walton,,South East,England,Borough,Labour,Lab,PP53,15,,Yoel,Gordon,Male,No,No,,2846,0.052821,0.004795,38516
+E14001230,E12000008,Esher and Walton,,South East,England,Borough,Reform UK,RUK,PP7931,1036,,Alastair,Gray,Male,No,No,,4777,0.08866,,116309
+E14001230,E12000008,Esher and Walton,,South East,England,Borough,Conservative,Con,PP52,4,,John,Cope,Male,No,No,,16312,0.302747,-0.192447,48115
+E14001230,E12000008,Esher and Walton,,South East,England,Borough,Liberal Democrat,LD,PP90,17,,Monica,Harding,Female,No,No,5299,28315,0.52552,0.083995,71439
+E14001231,E12000009,Exeter,,South West,England,Borough,Independent,Ind,,8,,Robert,Spain,Male,No,No,,194,0.004826,,117533
+E14001231,E12000009,Exeter,,South West,England,Borough,Independent,Ind,,8,,Wiliam,Poulter,Male,No,No,,466,0.011593,,117532
+E14001231,E12000009,Exeter,,South West,England,Borough,Liberal Democrat,LD,PP90,17,,Will,Aczel,Male,No,No,,4201,0.104515,0.10435,80788
+E14001231,E12000009,Exeter,,South West,England,Borough,Reform UK,RUK,PP7931,1036,,Lee,Bunker,Male,No,No,,4914,0.122254,0.09626,109425
+E14001231,E12000009,Exeter,,South West,England,Borough,Green,Green,PP63,44,,Andrew,Bell,Male,No,No,,5907,0.146959,0.053572,9621
+E14001231,E12000009,Exeter,,South West,England,Borough,Conservative,Con,PP52,4,,Tessa,Tucker,Female,No,No,,6288,0.156437,-0.164337,115143
+E14001231,E12000009,Exeter,,South West,England,Borough,Labour,Lab,PP53,15,,Steve,Race,Male,No,No,5064,18225,0.453415,-0.094582,6362
+E14001232,E12000009,Exmouth and Exeter East,,South West,England,County,Climate Party,Cli,PP12958,1053,,Mark,Baldwin,Male,No,No,,134,0.002611,,117722
+E14001232,E12000009,Exmouth and Exeter East,,South West,England,County,Independent,Ind,,8,,Peter,Faithfull,Male,No,No,,454,0.008847,,35013
+E14001232,E12000009,Exmouth and Exeter East,,South West,England,County,Independent,Ind,,8,,Daniel,Wilson,Male,No,No,,590,0.011497,,62734
+E14001232,E12000009,Exmouth and Exeter East,,South West,England,County,Green,Green,PP63,44,,Olly,Davey,Male,No,No,,2331,0.045424429,0.02805088,26473
+E14001232,E12000009,Exmouth and Exeter East,,South West,England,County,Reform UK,RUK,PP7931,1036,,Garry,Sutherland,Male,No,No,,7085,0.1380661,0.1350031,116398
+E14001232,E12000009,Exmouth and Exeter East,,South West,England,County,Liberal Democrat,LD,PP90,17,,Paul,Arnott,Male,No,No,,11387,0.221899602,0.191612312,20357
+E14001232,E12000009,Exmouth and Exeter East,,South West,England,County,Labour,Lab,PP53,15,,Helen,Dallimore,Female,No,No,,14607,0.284648063,0.179367937,74003
+E14001232,E12000009,Exmouth and Exeter East,,South West,England,County,Conservative,Con,PP52,4,,David,Reed,Male,No,No,5347,14728,0.287006002,-0.211417841,87125
+S14000083,S92000003,Falkirk,,Scotland,Scotland,County ,Alba Party,Alba,PP12700,1034,,Zohaib,Arshad,Male,No,No,,581,0.01363,,86035
+S14000083,S92000003,Falkirk,,Scotland,Scotland,County ,Independent,Ind,,8,,Mark,Tunnicliff,Male,No,No,,600,0.014076,,72080
+S14000083,S92000003,Falkirk,,Scotland,Scotland,County ,Liberal Democrat,LD,PP90,17,,Tim,McKay,Male,No,No,,1092,0.025619,-0.042207,1503
+S14000083,S92000003,Falkirk,,Scotland,Scotland,County ,Scottish Green Party,Green,PP130,1057,,Rachel,Kidd,Female,No,No,,1711,0.040141,0.009123,86057
+S14000083,S92000003,Falkirk,,Scotland,Scotland,County ,Reform UK,RUK,PP7931,1036,,Keith,Barrow,Male,No,No,,3375,0.079179,0.075566,117256
+S14000083,S92000003,Falkirk,,Scotland,Scotland,County ,Conservative,Con,PP52,4,,James,Bundy,Male,No,No,,3576,0.083894,-0.17542,22556
+S14000083,S92000003,Falkirk,,Scotland,Scotland,County ,Scottish National Party,SNP,PP102,29,,Toni,Giugliano,Male,No,No,,13347,0.313126,-0.204395,8284
+S14000083,S92000003,Falkirk,,Scotland,Scotland,County ,Labour,Lab,PP53,15,,Euan,Stainbank,Male,No,No,5110,18343,0.430334,0.309627,84835
+E14001233,E12000008,Fareham and Waterlooville,,South East,England,County,Rejoin EU,REU,PP11423,1040,,Edward,Dean,Male,No,No,,210,0.00419,,116941
+E14001233,E12000008,Fareham and Waterlooville,,South East,England,County,Hampshire Independents,HI,PP10327,1106,,Robert,Holliday,Male,No,No,,217,0.004329,,77280
+E14001233,E12000008,Fareham and Waterlooville,,South East,England,County,Green,Green,PP63,44,,Baz,Marie,Male,No,No,,2036,0.04062,-0.00037,110777
+E14001233,E12000008,Fareham and Waterlooville,,South East,England,County,Reform UK,RUK,PP7931,1036,,Kevan,Chippindall-Higgin,Male,No,No,,9084,0.181234,,17720
+E14001233,E12000008,Fareham and Waterlooville,,South East,England,County,Liberal Democrat,LD,PP90,17,,Bella,Hewitt,Female,No,No,,9533,0.190192,0.000764,116956
+E14001233,E12000008,Fareham and Waterlooville,,South East,England,County,Labour,Lab,PP53,15,,Gemma,Furnivall,Female,No,No,,11482,0.229076,0.07125,75473
+E14001233,E12000008,Fareham and Waterlooville,,South East,England,County,Conservative,Con,PP52,4,,Suella,Braverman,Female,Yes,Yes,4475,17561,0.350358,-0.261397,6499
+E14001234,E12000008,Farnham and Bordon,,South East,England,County,Hampshire Independents,HI,PP10327,1106,,Don,Jerrard,Male,No,No,,421,0.007941,,5893
+E14001234,E12000008,Farnham and Bordon,,South East,England,County,Green,Green,PP63,44,,Claire,Matthes,Female,No,No,,2496,0.047081,0.037715,108217
+E14001234,E12000008,Farnham and Bordon,,South East,England,County,Reform UK,RUK,PP7931,1036,,Ged,Hall,Male,No,No,,6217,0.117269,,67582
+E14001234,E12000008,Farnham and Bordon,,South East,England,County,Labour,Lab,PP53,15,,Alex,Just,Male,No,No,,7328,0.138225,0.070041,114827
+E14001234,E12000008,Farnham and Bordon,,South East,England,County,Liberal Democrat,LD,PP90,17,,Khalil,Yousuf,Male,No,No,,17602,0.332019,0.003535,71386
+E14001234,E12000008,Farnham and Bordon,,South East,England,County,Conservative,Con,PP52,4,,Greg,Stafford,Male,No,No,5351,18951,0.357465,-0.236501,8006
+E14001235,E12000008,Faversham and Mid Kent,,South East,England,County,British Democratic Party,BDP,PP1765,200,,Lawrence,Rustem,Male,No,No,,171,0.00367,,2074
+E14001235,E12000008,Faversham and Mid Kent,,South East,England,County,Liberal Democrat,LD,PP90,17,,Hannah,Perkin,Female,No,No,,4158,0.089239,-0.035432,49409
+E14001235,E12000008,Faversham and Mid Kent,,South East,England,County,Green,Green,PP63,44,,Hannah,Temple,Female,No,No,,4218,0.090527,0.049585,71442
+E14001235,E12000008,Faversham and Mid Kent,,South East,England,County,Reform UK,RUK,PP7931,1036,,Maxwell,Harrison,Male,No,No,,9884,0.21213,,111205
+E14001235,E12000008,Faversham and Mid Kent,,South East,England,County,Labour,Lab,PP53,15,,Mel,Dawkins,Female,No,No,,13347,0.286453,0.087988,53762
+E14001235,E12000008,Faversham and Mid Kent,,South East,England,County,Conservative,Con,PP52,4,,Helen,Whately,Female,Yes,Yes,4527,14816,0.317981,-0.308111,4119
+E14001236,E12000007,Feltham and Heston,,London,England,Borough,Independent,Ind,,8,,Aysha Siddika,Choudhury,Female,No,No,,373,0.009592,,117666
+E14001236,E12000007,Feltham and Heston,,London,England,Borough,Independent,Ind,,8,,Damian,Read,Male,No,No,,373,0.009592,,88373
+E14001236,E12000007,Feltham and Heston,,London,England,Borough,Independent,Ind,,8,,Ian Christopher,Brown,Male,No,No,,454,0.011675,,117665
+E14001236,E12000007,Feltham and Heston,,London,England,Borough,Independent,Ind,,8,,Abdul Majid,Tramboo,Male,No,No,,1658,0.042636,,116953
+E14001236,E12000007,Feltham and Heston,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Dhruv,Sengupta,Male,No,No,,1821,0.046828,-0.019416,113824
+E14001236,E12000007,Feltham and Heston,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Amritpal Singh,Mann,Male,No,No,,2201,0.0566,,47249
+E14001236,E12000007,Feltham and Heston,,London,England,Borough,Green,Green,PP63,44,,Katherine,Kandelaki,Female,No,No,,2543,0.065395,0.04149,84727
+E14001236,E12000007,Feltham and Heston,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Prabhdeep,Singh,Male,No,No,,5130,0.131921,0.097192,116016
+E14001236,E12000007,Feltham and Heston,,London,England,Borough,Conservative,Con,PP52,4,,Reva,Gudi,Female,No,No,,8195,0.210739,-0.147145,93218
+E14001236,E12000007,Feltham and Heston,,London,England,Borough,Labour and Co-operative,Lab,PP53,15,PP119,Seema,Malhotra,Female,Yes,Yes,4253,16139,0.415023,-0.102216,4892
+N05000007,N92000002,Fermanagh and South Tyrone,,Northern Ireland,Northern Ireland,County,Aontú,AONT,PP7968,1025,,Carl,Duffy,Male,No,No,,529,0.010357,0.009176,117811
+N05000007,N92000002,Fermanagh and South Tyrone,,Northern Ireland,Northern Ireland,County,Cross-Community Labour Alternative,CCLA,PP4037,1097,,Gerry,Cullen,Male,No,No,,624,0.012217,,108685
+N05000007,N92000002,Fermanagh and South Tyrone,,Northern Ireland,Northern Ireland,County,Social Democratic and Labour Party,SDLP,PP55,31,,Paul,Blake,Male,No,No,,2386,0.046715,-0.025271,68973
+N05000007,N92000002,Fermanagh and South Tyrone,,Northern Ireland,Northern Ireland,County,Alliance,APNI,PP103,1,,Eddie,Roofe,Male,No,No,,2420,0.04738,-0.006537,95790
+N05000007,N92000002,Fermanagh and South Tyrone,,Northern Ireland,Northern Ireland,County,Ulster Unionist Party,UUP,PP83,38,,Diana,Armstrong,Female,No,No,,20273,0.396918,-0.018653,68921
+N05000007,N92000002,Fermanagh and South Tyrone,,Northern Ireland,Northern Ireland,County,Sinn Fein,SF,PP39,30,,Pat,Cullen,Female,No,No,5261,24844,0.486412,0.060965,117810
+E14001237,E12000009,Filton and Bradley Stoke,,South West,England,Borough,Liberal Democrat,LD,PP90,17,,Benet,Allen,Male,No,No,,3596,0.071396,-0.028672,23245
+E14001237,E12000009,Filton and Bradley Stoke,,South West,England,Borough,Green,Green,PP63,44,,James,Nelson,Male,No,No,,4142,0.082236,0.05501,103456
+E14001237,E12000009,Filton and Bradley Stoke,,South West,England,Borough,Reform UK,RUK,PP7931,1036,,Stephen,Burge,Male,No,No,,6819,0.135386,,117737
+E14001237,E12000009,Filton and Bradley Stoke,,South West,England,Borough,Conservative,Con,PP52,4,,Jack,Lopresti,Male,Yes,Yes,3989,12905,0.256219,-0.253791,104
+E14001237,E12000009,Filton and Bradley Stoke,,South West,England,Borough,Labour,Lab,PP53,15,,Claire,Hazelgrove,Female,No,No,5306,22905,0.454762,0.097038,2815
+E14001238,E12000007,Finchley and Golders Green,,London,England,Borough,Independent,Ind,,8,,Michael,Shad,Male,No,No,,272,0.005518,,70444
+E14001238,E12000007,Finchley and Golders Green,,London,England,Borough,Party of Women,POW,PP17545,1102,,Katharine Margaret,Murphy,Female,No,No,,318,0.006452,,117385
+E14001238,E12000007,Finchley and Golders Green,,London,England,Borough,Rejoin EU,REU,PP11423,1040,,Brendan Patrick,Donnelly,Male,No,No,,486,0.00986,,69545
+E14001238,E12000007,Finchley and Golders Green,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Giuseppe,Pezzulli,Male,No,No,,2598,0.05271,,117112
+E14001238,E12000007,Finchley and Golders Green,,London,England,Borough,Green,Green,PP63,44,,Steve,Parsons,Male,No,No,,3107,0.063036,0.06291,88473
+E14001238,E12000007,Finchley and Golders Green,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Sarah,Hoyle,Female,No,No,,3375,0.068474,-0.249833,36719
+E14001238,E12000007,Finchley and Golders Green,,London,England,Borough,Conservative,Con,PP52,4,,Alex,Deane,Male,No,No,,17276,0.350504,-0.087433,20139
+E14001238,E12000007,Finchley and Golders Green,,London,England,Borough,Labour,Lab,PP53,15,,Sarah,Sackman,Female,No,No,5204,21857,0.443446,0.199816,4335
+E14001239,E12000008,Folkestone and Hythe,,South East,England,County,The Socialist Party of Great Britain,SPGB,PP110,192,,Andy,Thomas,Male,No,No,,71,0.001642,0.000101,5677
+E14001239,E12000008,Folkestone and Hythe,,South East,England,County,Fairer Voting Party,FVP,PP17415,1099,,David,Allen,Male,No,No,,240,0.00555,,117592
+E14001239,E12000008,Folkestone and Hythe,,South East,England,County,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,Momtaz,Khanom,Female,No,No,,249,0.005758,,116971
+E14001239,E12000008,Folkestone and Hythe,,South East,England,County,Liberal Democrat,LD,PP90,17,,Larry,Ngan,Male,No,No,,1736,0.040142,-0.059891,46506
+E14001239,E12000008,Folkestone and Hythe,,South East,England,County,Green,Green,PP63,44,,Marianne,Brett,Female,No,No,,3954,0.09143,0.042675,107987
+E14001239,E12000008,Folkestone and Hythe,,South East,England,County,Reform UK,RUK,PP7931,1036,,Bill,Wright,Male,No,No,,10685,0.247075,,116314
+E14001239,E12000008,Folkestone and Hythe,,South East,England,County,Conservative,Con,PP52,4,,Damian,Collins,Male,Yes,Yes,3986,11291,0.261088,-0.302078,1958
+E14001239,E12000008,Folkestone and Hythe,,South East,England,County,Labour,Lab,PP53,15,,Tony,Vaughan,Male,No,No,5067,15020,0.347315,0.079696,116794
+E14001240,E12000009,Forest of Dean,,South West,England,County,Socialist Labour Party,SL,PP73,147,,Saiham,Sikder,Male,No,No,,90,0.001871,,111373
+E14001240,E12000009,Forest of Dean,,South West,England,County,Liberal Democrat,LD,PP90,17,,James,Joyce,Male,No,No,,2604,0.054147,,7051
+E14001240,E12000009,Forest of Dean,,South West,England,County,Green,Green,PP63,44,,Chris,McFarling,Male,No,No,,4735,0.098459,0.007522,32448
+E14001240,E12000009,Forest of Dean,,South West,England,County,Reform UK,RUK,PP7931,1036,,Stan,Goodin,Male,No,No,,8194,0.170385,,116400
+E14001240,E12000009,Forest of Dean,,South West,England,County,Conservative,Con,PP52,4,,Mark,Harper,Male,Yes,Yes,1520,16095,0.334678,-0.261339,2346
+E14001240,E12000009,Forest of Dean,,South West,England,County,Labour,Lab,PP53,15,,Matt,Bishop,Male,No,No,5323,16373,0.340459,0.052727,80822
+N05000008,N92000002,Foyle,,Northern Ireland,Northern Ireland,County,Aontú,AONT,PP7968,1025,,John,Boyle,Male,No,No,,662,0.017258,-0.026761,95964
+N05000008,N92000002,Foyle,,Northern Ireland,Northern Ireland,County,Alliance,APNI,PP103,1,,Rachael,Ferguson,Female,No,No,,1268,0.033057,0.006203,50319
+N05000008,N92000002,Foyle,,Northern Ireland,Northern Ireland,County,Ulster Unionist Party,UUP,PP83,38,,Janice,Montgomery,Female,No,No,,1422,0.037072,0.017242,96086
+N05000008,N92000002,Foyle,,Northern Ireland,Northern Ireland,County,Independent,Ind,,8,,Anne,McCloskey,Female,No,No,,1519,0.039601,,11862
+N05000008,N92000002,Foyle,,Northern Ireland,Northern Ireland,County,People Before Profit Alliance,PBPA,PP773,177,,Shaun,Harkin,Male,No,No,,2444,0.063716,0.035461,35060
+N05000008,N92000002,Foyle,,Northern Ireland,Northern Ireland,County,Democratic Unionist Party,DUP,PP70,7,,Gary,Middleton,Male,No,No,,3915,0.102065,0.015065,7209
+N05000008,N92000002,Foyle,,Northern Ireland,Northern Ireland,County,Sinn Fein,SF,PP39,30,,Sandra,Duffy,Female,No,No,,11481,0.299312,0.08764,69218
+N05000008,N92000002,Foyle,,Northern Ireland,Northern Ireland,County,Social Democratic and Labour Party,SDLP,PP55,31,,Colum,Eastwood,Male,Yes,Yes,4846,15647,0.40792,-0.17445,11857
+E14001241,E12000009,Frome and East Somerset,,South West,England,County,Independent,Ind,,8,,Gavin,Heathcote,Male,No,No,,294,0.006293,,102943
+E14001241,E12000009,Frome and East Somerset,,South West,England,County,Independent,Ind,,8,,Shaun,Hughes,Male,No,No,,737,0.015776,,35041
+E14001241,E12000009,Frome and East Somerset,,South West,England,County,Green,Green,PP63,44,,Martin,Dimery,Male,No,No,,5083,0.108806,0.047998,19859
+E14001241,E12000009,Frome and East Somerset,,South West,England,County,Labour,Lab,PP53,15,,Robin,Moss,Male,No,No,,6416,0.137341,-0.074375,34412
+E14001241,E12000009,Frome and East Somerset,,South West,England,County,Reform UK,RUK,PP7931,1036,,David,Swain,Male,No,No,,6441,0.137876,,31972
+E14001241,E12000009,Frome and East Somerset,,South West,England,County,Conservative,Con,PP52,4,,Lucy,Trimnell,Female,No,No,,11165,0.238997,-0.253936,52198
+E14001241,E12000009,Frome and East Somerset,,South West,England,County,Liberal Democrat,LD,PP90,17,,Anna,Sabine,Female,No,No,5286,16580,0.354911,0.120368,116403
+E14001242,E12000002,Fylde,,North West,England,County,Alliance for Democracy and Freedom,ADF,PP10288,1075,,Cheryl,Morrison,Female,No,No,,199,0.004149,,107176
+E14001242,E12000002,Fylde,,North West,England,County,Green,Green,PP63,44,,Brenden,Wilkinson,Male,No,No,,1560,0.032527,-0.002124,116935
+E14001242,E12000002,Fylde,,North West,England,County,Liberal Democrat,LD,PP90,17,,Mark,Jewell,Male,No,No,,2120,0.044204,-0.029256,5634
+E14001242,E12000002,Fylde,,North West,England,County,Independent,Ind,,8,,Anne,Aitken,Female,No,No,,4513,0.094099,,116787
+E14001242,E12000002,Fylde,,North West,England,County,Reform UK,RUK,PP7931,1036,,Brook,Wimbury,Male,No,No,,8295,0.172957,,25024
+E14001242,E12000002,Fylde,,North West,England,County,Labour,Lab,PP53,15,,Tom,Calver,Male,No,No,,15356,0.320183,0.068485,65537
+E14001242,E12000002,Fylde,,North West,England,County,Conservative,Con,PP52,4,,Andrew,Snowden,Male,No,No,5072,15917,0.331881,-0.290465,15320
+E14001243,E12000004,Gainsborough,,East Midlands,England,County,Social Democratic Party,SDP,PP243,32,,Tim,Mellors,Male,No,No,,196,0.004198,,76994
+E14001243,E12000004,Gainsborough,,East Midlands,England,County,Green,Green,PP63,44,,Vanessa,Smith,Female,No,No,,1832,0.039242,,96805
+E14001243,E12000004,Gainsborough,,East Midlands,England,County,Liberal Democrat,LD,PP90,17,,Lesley,Rollings,Female,No,No,,5001,0.107122,0.003543,6821
+E14001243,E12000004,Gainsborough,,East Midlands,England,County,Reform UK,RUK,PP7931,1036,,Pat,O'Connor,Male,No,No,,9916,0.212402,,902
+E14001243,E12000004,Gainsborough,,East Midlands,England,County,Labour,Lab,PP53,15,,Jess,McGuire,Female,No,No,,13104,0.28069,0.069053,84140
+E14001243,E12000004,Gainsborough,,East Midlands,England,County,Conservative,Con,PP52,4,,Edward,Leigh,Male,Yes,Yes,345,16636,0.356346,-0.306657,3556
+E14001244,E12000001,Gateshead Central and Whickham,,North East,England,Borough,Save Us Now,SUN,PP6712,1078,,Graham,Steele,Male,No,No,,170,0.004227,,45528
+E14001244,E12000001,Gateshead Central and Whickham,,North East,England,Borough,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,Norman,Hall,Male,No,No,,369,0.009175,,6177
+E14001244,E12000001,Gateshead Central and Whickham,,North East,England,Borough,Green,Green,PP63,44,,Rachel,Cabral,Female,No,No,,3217,0.079991,0.042129,45522
+E14001244,E12000001,Gateshead Central and Whickham,,North East,England,Borough,Conservative,Con,PP52,4,,Nicholas,Oliver,Male,No,No,,4628,0.115076,-0.21514,20040
+E14001244,E12000001,Gateshead Central and Whickham,,North East,England,Borough,Liberal Democrat,LD,PP90,17,,Ron,Beadle,Male,No,No,,4987,0.124002,0.00173,1168
+E14001244,E12000001,Gateshead Central and Whickham,,North East,England,Borough,Reform UK,RUK,PP7931,1036,,Damian,Heslop,Male,No,No,,8601,0.213865,0.175099,110737
+E14001244,E12000001,Gateshead Central and Whickham,,North East,England,Borough,Labour,Lab,PP53,15,,Mark,Ferguson,Male,No,No,5031,18245,0.453664,-0.01722,116883
+E14001245,E12000004,Gedling,,East Midlands,England,County,Independent,Ind,,8,,Irenea,Marriott,Female,No,No,,241,0.004946,,1972
+E14001245,E12000004,Gedling,,East Midlands,England,County,Liberal Democrat,LD,PP90,17,,Tad,Jones,Male,No,No,,2473,0.050757,0.005859,5683
+E14001245,E12000004,Gedling,,East Midlands,England,County,Green,Green,PP63,44,,Dominic,Berry,Male,No,No,,3122,0.064078,0.042192,116696
+E14001245,E12000004,Gedling,,East Midlands,England,County,Reform UK,RUK,PP7931,1036,,Simon,Christy,Male,No,No,,8211,0.168528,0.134887,117171
+E14001245,E12000004,Gedling,,East Midlands,England,County,Conservative,Con,PP52,4,,Tom,Randall,Male,Yes,Yes,4845,11397,0.233919,-0.238114,40557
+E14001245,E12000004,Gedling,,East Midlands,England,County,Labour,Lab,PP53,15,,Michael,Payne,Male,No,No,5146,23278,0.477772,0.05023,4388
+E14001246,E12000008,Gillingham and Rainham,,South East,England,Borough,Social Democratic Party,SDP,PP243,32,,Peter,Wheeler,Male,No,No,,111,0.002698,,108086
+E14001246,E12000008,Gillingham and Rainham,,South East,England,Borough,Christian Peoples Alliance Party,CPA,PP79,80,,Roger,Peacock,Male,No,No,,175,0.004254,0.001664,7398
+E14001246,E12000008,Gillingham and Rainham,,South East,England,Borough,Independent,Ind,,8,,Peter,Cook,Male,No,No,,344,0.008362,,72527
+E14001246,E12000008,Gillingham and Rainham,,South East,England,Borough,Liberal Democrat,LD,PP90,17,,Stuart,Bourne,Male,No,No,,2248,0.054643,0.00018,108093
+E14001246,E12000008,Gillingham and Rainham,,South East,England,Borough,Green,Green,PP63,44,,Kate,Belmonte,Female,No,No,,2318,0.056344,0.03365,68745
+E14001246,E12000008,Gillingham and Rainham,,South East,England,Borough,Reform UK,RUK,PP7931,1036,,Rizvi,Rawoof,Male,No,No,,8792,0.213709,,116315
+E14001246,E12000008,Gillingham and Rainham,,South East,England,Borough,Conservative,Con,PP52,4,,Rehman,Chishti,Male,Yes,Yes,3987,11590,0.281721,-0.331295,2225
+E14001246,E12000008,Gillingham and Rainham,,South East,England,Borough,Labour,Lab,PP53,15,,Naushabah,Khan,Female,No,No,5215,15562,0.378269,0.094227,4411
+S14000084,S92000003,Glasgow East,,Scotland,Scotland,Burgh,Scottish Socialist Party,SSP,PP46,150,,Liam,McLaughlan,Male,No,No,,466,0.013147,,5646
+S14000084,S92000003,Glasgow East,,Scotland,Scotland,Burgh,Liberal Democrat,LD,PP90,17,,Matthew,Clark,Male,No,No,,872,0.024601,-0.016409,21717
+S14000084,S92000003,Glasgow East,,Scotland,Scotland,Burgh,Conservative,Con,PP52,4,,Thomas,Kerr,Male,No,No,,1707,0.048159,-0.074968,8368
+S14000084,S92000003,Glasgow East,,Scotland,Scotland,Burgh,Reform UK,RUK,PP7931,1036,,Donnie,McLeod,Male,No,No,,2371,0.066892,0.066285,114572
+S14000084,S92000003,Glasgow East,,Scotland,Scotland,Burgh,Scottish Green Party,Green,PP130,1057,,Amy,Kettyles,Non-binary,No,No,,2727,0.076936,0.063193,116783
+S14000084,S92000003,Glasgow East,,Scotland,Scotland,Burgh,Scottish National Party,SNP,PP102,29,,David,Linden,Male,Yes,Yes,4640,11759,0.331753,-0.155196,34515
+S14000084,S92000003,Glasgow East,,Scotland,Scotland,Burgh,Labour,Lab,PP53,15,,John,Grady,Male,No,No,5170,15543,0.43851,0.103947,116234
+S14000085,S92000003,Glasgow North,,Scotland,Scotland,Burgh,Alba Party,Alba,PP12700,1034,,Nick,Durie,Male,No,No,,572,0.016466,,116637
+S14000085,S92000003,Glasgow North,,Scotland,Scotland,Burgh,Liberal Democrat,LD,PP90,17,,Daniel,O'Malley,Male,No,No,,1142,0.032874,-0.019029,22722
+S14000085,S92000003,Glasgow North,,Scotland,Scotland,Burgh,Conservative,Con,PP52,4,,Naveed,Asghar,Male,No,No,,1366,0.039322,-0.04874,73373
+S14000085,S92000003,Glasgow North,,Scotland,Scotland,Burgh,Reform UK,RUK,PP7931,1036,,Helen,Burns,Female,No,No,,1655,0.047641,0.041719,117628
+S14000085,S92000003,Glasgow North,,Scotland,Scotland,Burgh,Scottish Green Party,Green,PP130,1057,,Iris,Duane,Female,No,No,,4233,0.121852,0.084465,116780
+S14000085,S92000003,Glasgow North,,Scotland,Scotland,Burgh,Scottish National Party,SNP,PP102,29,,Alison,Thewliss,Female,Yes,Yes,4430,11116,0.319986,-0.155567,5784
+S14000085,S92000003,Glasgow North,,Scotland,Scotland,Burgh,Labour,Lab,PP53,15,,Martin,Rhodes,Male,No,No,5251,14655,0.42186,0.080687,21755
+S14000086,S92000003,Glasgow North East,,Scotland,Scotland,Burgh,Communist Party of Britain,Comm,PP78,76,,Gary,Steele,Male,No,No,,146,0.004283,,117680
+S14000086,S92000003,Glasgow North East,,Scotland,Scotland,Burgh,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,Chris,Sermanni,Male,No,No,,236,0.006923,,108896
+S14000086,S92000003,Glasgow North East,,Scotland,Scotland,Burgh,Alba Party,Alba,PP12700,1034,,Catherine,McKernan,Female,No,No,,551,0.016163,,85763
+S14000086,S92000003,Glasgow North East,,Scotland,Scotland,Burgh,Liberal Democrat,LD,PP90,17,,Sheila,Thomson,Female,No,No,,592,0.017365,-0.016591,8245
+S14000086,S92000003,Glasgow North East,,Scotland,Scotland,Burgh,Conservative,Con,PP52,4,,Robert,Connelly,Male,No,No,,1182,0.034672,-0.07514,20783
+S14000086,S92000003,Glasgow North East,,Scotland,Scotland,Burgh,Reform UK,RUK,PP7931,1036,,Jonathan,Walmsley,Male,No,No,,2272,0.066645,,117681
+S14000086,S92000003,Glasgow North East,,Scotland,Scotland,Burgh,Scottish Green Party,Green,PP130,1057,,Ewan,Lewis,Male,No,No,,2471,0.072482,0.070959,116784
+S14000086,S92000003,Glasgow North East,,Scotland,Scotland,Burgh,Scottish National Party,SNP,PP102,29,,Anne,McLaughlin,Female,Yes,Yes,4437,11002,0.322724,-0.154744,6048
+S14000086,S92000003,Glasgow North East,,Scotland,Scotland,Burgh,Labour,Lab,PP53,15,,Maureen,Burke,Female,No,No,5137,15639,0.458743,0.081502,21749
+S14000087,S92000003,Glasgow South,,Scotland,Scotland,Burgh,Alba Party,Alba,PP12700,1034,,Dhruva,Kumar,Male,No,No,,444,0.010477,,116635
+S14000087,S92000003,Glasgow South,,Scotland,Scotland,Burgh,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,Brian,Smith,Male,No,No,,473,0.011161,,3744
+S14000087,S92000003,Glasgow South,,Scotland,Scotland,Burgh,Liberal Democrat,LD,PP90,17,,Peter,McLaughlin,Male,No,No,,1316,0.031054,-0.029134,81087
+S14000087,S92000003,Glasgow South,,Scotland,Scotland,Burgh,Conservative,Con,PP52,4,,Haroun,Malik,Male,No,No,,1617,0.038157,-0.088749,72346
+S14000087,S92000003,Glasgow South,,Scotland,Scotland,Burgh,Reform UK,RUK,PP7931,1036,,Danny,Raja,Male,No,No,,1736,0.040965,0.031655,117644
+S14000087,S92000003,Glasgow South,,Scotland,Scotland,Burgh,Scottish Green Party,Green,PP130,1057,,Niall,Christie,Male,No,No,,5554,0.131059,0.104982,116781
+S14000087,S92000003,Glasgow South,,Scotland,Scotland,Burgh,Scottish National Party,SNP,PP102,29,,Stewart,McDonald,Male,Yes,Yes,4461,13542,0.319553,-0.163454,5173
+S14000087,S92000003,Glasgow South,,Scotland,Scotland,Burgh,Labour,Lab,PP53,15,,Gordon,McKee,Male,No,No,5189,17696,0.417575,0.123063,114579
+S14000088,S92000003,Glasgow South West,,Scotland,Scotland,Burgh,Alba Party,Alba,PP12700,1034,,Tony,Osy,Male,No,No,,542,0.015195,,85732
+S14000088,S92000003,Glasgow South West,,Scotland,Scotland,Burgh,Liberal Democrat,LD,PP90,17,,Paul,McGarry,Male,No,No,,958,0.026858,-0.017118,4995
+S14000088,S92000003,Glasgow South West,,Scotland,Scotland,Burgh,Conservative,Con,PP52,4,,Mamun,Rashid,Male,No,No,,1387,0.038885,-0.087164,85725
+S14000088,S92000003,Glasgow South West,,Scotland,Scotland,Burgh,Reform UK,RUK,PP7931,1036,,Morag,McRae,Female,No,No,,2236,0.062687,0.046533,117673
+S14000088,S92000003,Glasgow South West,,Scotland,Scotland,Burgh,Scottish Green Party,Green,PP130,1057,,John,Hamelink,Male,No,No,,2727,0.076453,0.068132,85726
+S14000088,S92000003,Glasgow South West,,Scotland,Scotland,Burgh,Scottish National Party,SNP,PP102,29,,Chris,Stephens,Male,Yes,Yes,4463,12267,0.343912,-0.12314,1812
+S14000088,S92000003,Glasgow South West,,Scotland,Scotland,Burgh,Labour,Lab,PP53,15,,Zubir,Ahmed,Male,No,No,5213,15552,0.436009,0.097562,73870
+S14000089,S92000003,Glasgow West,,Scotland,Scotland,Burgh,"Christian Party, Proclaiming Christ's Lordship",CHP,PP2893,174,,John,Cormack,Male,No,No,,310,0.007769,,6732
+S14000089,S92000003,Glasgow West,,Scotland,Scotland,Burgh,Liberal Democrat,LD,PP90,17,,James,Calder,Male,No,No,,1316,0.032981,-0.042217,9259
+S14000089,S92000003,Glasgow West,,Scotland,Scotland,Burgh,Conservative,Con,PP52,4,,Faten,Hameed,Female,No,No,,1720,0.043106,-0.110379,21638
+S14000089,S92000003,Glasgow West,,Scotland,Scotland,Burgh,Reform UK,RUK,PP7931,1036,,Dionne,Moore,Female,No,No,,2098,0.052579,0.051013,117652
+S14000089,S92000003,Glasgow West,,Scotland,Scotland,Burgh,Scottish Green Party,Green,PP130,1057,,Nick,Quail,Male,No,No,,3662,0.091775,0.087966,116782
+S14000089,S92000003,Glasgow West,,Scotland,Scotland,Burgh,Scottish National Party,SNP,PP102,29,,Carol,Monaghan,Female,Yes,Yes,4443,12175,0.305123,-0.180765,5878
+S14000089,S92000003,Glasgow West,,Scotland,Scotland,Burgh,Labour,Lab,PP53,15,,Patricia,Ferguson,Female,No,No,5190,18621,0.466668,0.186612,8356
+E14001247,E12000009,Glastonbury and Somerton,,South West,England,County,Green,Green,PP63,44,,Jon,Cousins,Male,No,No,,2736,0.057428,0.037313,5226
+E14001247,E12000009,Glastonbury and Somerton,,South West,England,County,Labour,Lab,PP53,15,,Hal,Hooberman,Male,No,No,,3111,0.0653,-0.030482,116404
+E14001247,E12000009,Glastonbury and Somerton,,South West,England,County,Reform UK,RUK,PP7931,1036,,Tom,Carter,Male,No,No,,7678,0.16116,,116405
+E14001247,E12000009,Glastonbury and Somerton,,South West,England,County,Conservative,Con,PP52,4,,Faye,Purbrick,Female,No,No,,13753,0.288674,-0.286692,32638
+E14001247,E12000009,Glastonbury and Somerton,,South West,England,County,Liberal Democrat,LD,PP90,17,,Sarah,Dyke,Female,Yes,Yes,4995,20364,0.427438,0.1187,28089
+S14000090,S92000003,Glenrothes and Mid Fife,,Scotland,Scotland,County,Liberal Democrat,LD,PP90,17,,Jill,Reilly,Female,No,No,,1604,0.044384,0.000011,71425
+S14000090,S92000003,Glenrothes and Mid Fife,,Scotland,Scotland,County,Conservative,Con,PP52,4,,Debbie,MacCallum,Female,No,No,,1973,0.054595,-0.098724,85884
+S14000090,S92000003,Glenrothes and Mid Fife,,Scotland,Scotland,County,Reform UK,RUK,PP7931,1036,,Ian,Smith,Male,No,No,,3528,0.097623,0.067253,117517
+S14000090,S92000003,Glenrothes and Mid Fife,,Scotland,Scotland,County,Scottish National Party,SNP,PP102,29,,John,Beare,Male,No,No,,13040,0.360829,-0.134015,21208
+S14000090,S92000003,Glenrothes and Mid Fife,,Scotland,Scotland,County,Labour,Lab,PP53,15,,Richard,Baker,Male,No,No,5253,15994,0.442569,0.168928,4254
+E14001248,E12000009,Gloucester,,South West,England,Borough,Independent,Ind,,8,,Fred,Wing Commander (RTD) Ramsey,Male,No,No,,336,0.007354,,70645
+E14001248,E12000009,Gloucester,,South West,England,Borough,Socialist Labour Party,SL,PP73,147,,Akhlaque,Ahmed,Male,No,No,,496,0.010855,,111363
+E14001248,E12000009,Gloucester,,South West,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Steve,Gower,Male,No,No,,974,0.021317,,32688
+E14001248,E12000009,Gloucester,,South West,England,Borough,Green,Green,PP63,44,,Adam,Shearing,Male,No,No,,2307,0.05049,0.025457,82332
+E14001248,E12000009,Gloucester,,South West,England,Borough,Liberal Democrat,LD,PP90,17,,Rebecca,Trimnell,Female,No,No,,4759,0.104154,0.027431,71455
+E14001248,E12000009,Gloucester,,South West,England,Borough,Reform UK,RUK,PP7931,1036,,Chris,Farmer,Male,No,No,,7307,0.159919,,116408
+E14001248,E12000009,Gloucester,,South West,England,Borough,Conservative,Con,PP52,4,,Richard,Graham,Male,Yes,Yes,3990,13041,0.285411,-0.260398,3224
+E14001248,E12000009,Gloucester,,South West,England,Borough,Labour,Lab,PP53,15,,Alex,McIntyre,Male,No,No,5349,16472,0.360501,0.008065,116407
+E14001249,E12000008,Godalming and Ash,,South East,England,County,Women's Equality Party,WEP,PP2755,260,,Harriet,Williams,Female,No,No,,195,0.003565,,117746
+E14001249,E12000008,Godalming and Ash,,South East,England,County,Green,Green,PP63,44,,Ruby,Tucker,Female,No,No,,1243,0.022726,0.006506,117745
+E14001249,E12000008,Godalming and Ash,,South East,England,County,Labour,Lab,PP53,15,,James,Walsh,Male,No,No,,2748,0.050241,-0.038921,4272
+E14001249,E12000008,Godalming and Ash,,South East,England,County,Reform UK,RUK,PP7931,1036,,Graham,Drage,Male,No,No,,4815,0.088032,,116317
+E14001249,E12000008,Godalming and Ash,,South East,England,County,Liberal Democrat,LD,PP90,17,,Paul,Follows,Male,No,No,,22402,0.409573,0.068157,24989
+E14001249,E12000008,Godalming and Ash,,South East,England,County,Conservative,Con,PP52,4,,Jeremy,Hunt,Male,Yes,Yes,1572,23293,0.425863,-0.108103,3155
+E14001250,E12000003,Goole and Pocklington,,Yorkshire and The Humber,England,County,Independent,Ind,,8,,Shona,Wade,Female,No,No,,467,0.009388,,101491
+E14001250,E12000003,Goole and Pocklington,,Yorkshire and The Humber,England,County,Green,Green,PP63,44,,Angela,Stone,Female,No,No,,2451,0.049274,0.010197,68449
+E14001250,E12000003,Goole and Pocklington,,Yorkshire and The Humber,England,County,Liberal Democrat,LD,PP90,17,,Dale,Needham,Male,No,No,,3380,0.067951,-0.009843,62302
+E14001250,E12000003,Goole and Pocklington,,Yorkshire and The Humber,England,County,Reform UK,RUK,PP7931,1036,,Rich,Kelly,Male,No,No,,9054,0.182019,,76819
+E14001250,E12000003,Goole and Pocklington,,Yorkshire and The Humber,England,County,Labour,Lab,PP53,15,,Liam,Draycott,Male,No,No,,15409,0.309778,0.105574,101326
+E14001250,E12000003,Goole and Pocklington,,Yorkshire and The Humber,England,County,Conservative,Con,PP52,4,,David,Davis,Male,Yes,Yes,373,18981,0.381589,-0.26954,2885
+S14000091,S92000003,Gordon and Buchan,,Scotland,Scotland,County,Reform UK,RUK,PP7931,1036,,Kris,Callander,Male,No,No,,3897,0.088875,,117272
+S14000091,S92000003,Gordon and Buchan,,Scotland,Scotland,County,Labour,Lab,PP53,15,,Nurul,Ali,Male,No,No,,4686,0.106869,0.071863,71838
+S14000091,S92000003,Gordon and Buchan,,Scotland,Scotland,County,Liberal Democrat,LD,PP90,17,,Conrad,Wood,Male,No,No,,7307,0.166644,0.053156,73030
+S14000091,S92000003,Gordon and Buchan,,Scotland,Scotland,County,Scottish National Party,SNP,PP102,29,,Richard,Thomson,Male,Yes,Yes,4796,13540,0.308794,-0.083087,3239
+S14000091,S92000003,Gordon and Buchan,,Scotland,Scotland,County,Conservative,Con,PP52,4,,Harriet,Cross,Female,No,No,5311,14418,0.328818,-0.130807,72918
+E14001251,E12000002,Gorton and Denton,,North West,England,Borough,Liberal Democrat,LD,PP90,17,,John,Reid,Male,No,No,,1399,0.038266,-0.020017,6822
+E14001251,E12000002,Gorton and Denton,,North West,England,Borough,Conservative,Con,PP52,4,,Ruth,Welsh,Female,No,No,,2888,0.078993,-0.109516,15716
+E14001251,E12000002,Gorton and Denton,,North West,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Amir,Burney,Male,No,No,,3766,0.103009,,117075
+E14001251,E12000002,Gorton and Denton,,North West,England,Borough,Green,Green,PP63,44,,Amanda,Gardner,Female,No,No,,4810,0.131565,0.106362,105446
+E14001251,E12000002,Gorton and Denton,,North West,England,Borough,Reform UK,RUK,PP7931,1036,,Lee,Moffitt,Male,No,No,,5142,0.140646,0.092095,117831
+E14001251,E12000002,Gorton and Denton,,North West,England,Borough,Labour and Co-operative,Lab,PP53,15,PP119,Andrew,Gwynne,Male,Yes,Yes,1506,18555,0.507522,-0.164862,3802
+E14001252,E12000008,Gosport,,South East,England,Borough,Hampshire Independents,HI,PP10327,1106,,Dave,Watson,Male,No,No,,48,0.001084,,76882
+E14001252,E12000008,Gosport,,South East,England,Borough,Heritage Party,HPUK,PP12550,1037,,Lisa,Englefield,Female,No,No,,319,0.007205,,110666
+E14001252,E12000008,Gosport,,South East,England,Borough,Independent,Ind,,8,,Jeff,Roberts,Male,No,No,,334,0.007543,,7438
+E14001252,E12000008,Gosport,,South East,England,Borough,Green,Green,PP63,44,,Tony,Sudworth,Male,No,No,,1948,0.043996,0.006723,110669
+E14001252,E12000008,Gosport,,South East,England,Borough,Liberal Democrat,LD,PP90,17,,Tim,Bearder,Male,No,No,,4039,0.091221,-0.021734,49227
+E14001252,E12000008,Gosport,,South East,England,Borough,Reform UK,RUK,PP7931,1036,,Matt,Mulliss,Male,No,No,,7983,0.180297,,116318
+E14001252,E12000008,Gosport,,South East,England,Borough,Labour,Lab,PP53,15,,Edward,Batterbury,Male,No,No,,11776,0.265962,0.081288,101681
+E14001252,E12000008,Gosport,,South East,England,Borough,Conservative,Con,PP52,4,,Caroline,Dinenage,Female,Yes,Yes,4008,17830,0.402692,-0.262406,2937
+W07000097,W92000004,Gower,,Wales,Wales,County,Independent,Ind,,8,,Wayne,Erasmus,Male,No,No,,283,0.005992,,16777
+W07000097,W92000004,Gower,,Wales,Wales,County,Green,Green,PP63,44,,Chris,Evans,Male,No,No,,2488,0.052679,0.052643,34699
+W07000097,W92000004,Gower,,Wales,Wales,County,Liberal Democrat,LD,PP90,17,,Franck,Banza,Male,No,No,,2593,0.054903,-0.003772,115406
+W07000097,W92000004,Gower,,Wales,Wales,County,Plaid Cymru,PC,PP77,22,,Kieran,Pritchard,Male,No,No,,3942,0.083466,0.032923,87359
+W07000097,W92000004,Gower,,Wales,Wales,County,Reform UK,RUK,PP7931,1036,,Catrin,Thomas,Female,No,No,,8530,0.180609,0.146256,117170
+W07000097,W92000004,Gower,,Wales,Wales,County,Conservative,Con,PP52,4,,Marc,Jenkins,Male,No,No,,8913,0.188719,-0.210149,115407
+W07000097,W92000004,Gower,,Wales,Wales,County,Labour,Lab,PP53,15,,Tonia,Antoniazzi,Female,Yes,Yes,4623,20480,0.433632,-0.023892,16833
+E14001253,E12000004,Grantham and Bourne,,East Midlands,England,County,Social Democratic Party,SDP,PP243,32,,Alexander,Mitchell,Male,No,No,,204,0.004423,,97819
+E14001253,E12000004,Grantham and Bourne,,East Midlands,England,County,Linconshire Independents,LNIN,PP733,110,,Charmaine,Morgan,Female,No,No,,1245,0.026992,0.018272,29269
+E14001253,E12000004,Grantham and Bourne,,East Midlands,England,County,Independent,Ind,,8,,Ian,Selby,Male,No,No,,1642,0.035599,,7443
+E14001253,E12000004,Grantham and Bourne,,East Midlands,England,County,Liberal Democrat,LD,PP90,17,,John,Vincent,Male,No,No,,2027,0.043946,-0.046265,3559
+E14001253,E12000004,Grantham and Bourne,,East Midlands,England,County,Green,Green,PP63,44,,Anne,Gayfer,Female,No,No,,2570,0.055718,0.012567,61249
+E14001253,E12000004,Grantham and Bourne,,East Midlands,England,County,Reform UK,RUK,PP7931,1036,,Mike,Rudkin,Male,No,No,,9393,0.203642,,96798
+E14001253,E12000004,Grantham and Bourne,,East Midlands,England,County,Labour,Lab,PP53,15,,Vipul,Bechar,Male,No,No,,12274,0.266103,0.066336,116799
+E14001253,E12000004,Grantham and Bourne,,East Midlands,England,County,Conservative,Con,PP52,4,,Gareth,Davies,Male,Yes,Yes,4850,16770,0.363577,-0.294574,34744
+E14001254,E12000008,Gravesham,,South East,England,County,Liberal Democrat,LD,PP90,17,,Ukonu,Obasi,Male,No,No,,1534,0.035483,-0.018848,34190
+E14001254,E12000008,Gravesham,,South East,England,County,Green,Green,PP63,44,,Rebecca,Hopkins,Female,No,No,,2254,0.052137,0.022764,115868
+E14001254,E12000008,Gravesham,,South East,England,County,Reform UK,RUK,PP7931,1036,,Matthew,Fraser Moat,Male,No,No,,8910,0.206097,,101231
+E14001254,E12000008,Gravesham,,South East,England,County,Conservative,Con,PP52,4,,Adam,Holloway,Male,Yes,Yes,1522,13911,0.321776,-0.300176,1688
+E14001254,E12000008,Gravesham,,South East,England,County,Labour,Lab,PP53,15,,Lauren,Sullivan,Female,No,No,5269,16623,0.384507,0.090163,29316
+E14001255,E12000003,Great Grimsby and Cleethorpes,,Yorkshire and The Humber,England,Borough,Social Democratic Party,SDP,PP243,32,,Christopher,Stephenson,Male,No,No,,108,0.002949,,117434
+E14001255,E12000003,Great Grimsby and Cleethorpes,,Yorkshire and The Humber,England,Borough,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,Mark,Gee,Male,No,No,,222,0.006062,,37626
+E14001255,E12000003,Great Grimsby and Cleethorpes,,Yorkshire and The Humber,England,Borough,Liberal Democrat,LD,PP90,17,,John,Lawson,Male,No,No,,1036,0.028291,-0.020947,6910
+E14001255,E12000003,Great Grimsby and Cleethorpes,,Yorkshire and The Humber,England,Borough,Green,Green,PP63,44,,Ed,Fraser,Male,No,No,,1115,0.030449,0.010749,83594
+E14001255,E12000003,Great Grimsby and Cleethorpes,,Yorkshire and The Humber,England,Borough,Conservative,Con,PP52,4,,Lia,Nici,Female,Yes,Yes,4851,8269,0.225812,-0.330349,35117
+E14001255,E12000003,Great Grimsby and Cleethorpes,,Yorkshire and The Humber,England,Borough,Reform UK,RUK,PP7931,1036,,Oliver,Freeston,Male,No,No,,10533,0.287638,0.238472,37624
+E14001255,E12000003,Great Grimsby and Cleethorpes,,Yorkshire and The Humber,England,Borough,Labour,Lab,PP53,15,,Melanie,Onn,Female,No,Yes,4464,15336,0.418799,0.096807,4846
+E14001256,E12000006,Great Yarmouth,,East of England,England,County,Independent,Ind,,8,,Clare,Roullier,Female,No,No,,131,0.003215,,117261
+E14001256,E12000006,Great Yarmouth,,East of England,England,County,English Democrats,ED,PP17,90,,Catherine,Blaiklock,Female,No,No,,171,0.004197,,30097
+E14001256,E12000006,Great Yarmouth,,East of England,England,County,Independent,Ind,,8,,Paul,Brown,Male,No,No,,230,0.005644,,117260
+E14001256,E12000006,Great Yarmouth,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Fionna,Tod,Female,No,No,,1102,0.027044,-0.011173,35075
+E14001256,E12000006,Great Yarmouth,,East of England,England,County,Green,Green,PP63,44,,Trevor,Rawson,Male,No,No,,1736,0.042603,0.018122,83241
+E14001256,E12000006,Great Yarmouth,,East of England,England,County,Conservative,Con,PP52,4,,James,Clark,Male,No,No,,10034,0.246245,-0.41164,34537
+E14001256,E12000006,Great Yarmouth,,East of England,England,County,Labour,Lab,PP53,15,,Keir,Cozens,Male,No,No,,12959,0.318028,0.066544,113529
+E14001256,E12000006,Great Yarmouth,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Rupert,Lowe,Male,No,No,5158,14385,0.353023,,70502
+E14001257,E12000007,Greenwich and Woolwich,,London,England,Borough,Climate Party,Cli,PP12958,1053,,Priyank,Bakshi,Male,No,No,,173,0.00405,,117481
+E14001257,E12000007,Greenwich and Woolwich,,London,England,Borough,Independent,Ind,,8,,Niko,Omilana,Male,No,No,,311,0.00728,,117484
+E14001257,E12000007,Greenwich and Woolwich,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Sheikh,Raquib,Male,No,No,,570,0.013343,,117485
+E14001257,E12000007,Greenwich and Woolwich,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Abdoul Aziz,Ndiaye,Male,No,No,,3305,0.077366,0.054362,117483
+E14001257,E12000007,Greenwich and Woolwich,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Chris,Annous,Male,No,No,,3865,0.090475,-0.055321,73033
+E14001257,E12000007,Greenwich and Woolwich,,London,England,Borough,Conservative,Con,PP52,4,,Jonathan,Goff,Male,No,No,,4863,0.113837,-0.113455,117482
+E14001257,E12000007,Greenwich and Woolwich,,London,England,Borough,Green,Green,PP63,44,,Stacy,Smith,Female,No,No,,5633,0.131862,0.085896,90126
+E14001257,E12000007,Greenwich and Woolwich,,London,England,Borough,Labour,Lab,PP53,15,,Matthew,Pennycook,Male,Yes,Yes,4520,23999,0.561787,0.011661,4343
+E14001258,E12000008,Guildford,,South East,England,County,The Peace Party,PPNV,PP133,154,,John,Morris,Male,No,No,,255,0.00528,-0.003905,28127
+E14001258,E12000008,Guildford,,South East,England,County,Green,Green,PP63,44,,Sam,Peters,Male,No,No,,2268,0.046962,0.043216,26854
+E14001258,E12000008,Guildford,,South East,England,County,Labour,Lab,PP53,15,,Sarah,Gillinson,Female,No,No,,3931,0.081397,-0.002488,116319
+E14001258,E12000008,Guildford,,South East,England,County,Reform UK,RUK,PP7931,1036,,Dennis,Saunders,Male,No,No,,4395,0.091005,,116320
+E14001258,E12000008,Guildford,,South East,England,County,Conservative,Con,PP52,4,,Angela,Richardson,Female,Yes,Yes,4840,14508,0.30041,-0.15045,67024
+E14001258,E12000008,Guildford,,South East,England,County,Liberal Democrat,LD,PP90,17,,Zöe,Franklin,Female,No,No,5313,22937,0.474945,0.083362,34110
+E14001259,E12000007,Hackney North and Stoke Newington,,London,England,Borough,Independent,Ind,,8,,Kombat,Diva,Male,No,No,,182,0.004443,,117742
+E14001259,E12000007,Hackney North and Stoke Newington,,London,England,Borough,Monster Raving Loony Party,MRLP,PP66,119,,Knigel,Knapp,Male,No,No,,224,0.005469,,2721
+E14001259,E12000007,Hackney North and Stoke Newington,,London,England,Borough,Independent,Ind,,8,,Ryan,Ahmad,Male,No,No,,621,0.015162,,117741
+E14001259,E12000007,Hackney North and Stoke Newington,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Deborah,Cairns,Female,No,No,,1283,0.031324,0.021802,4887
+E14001259,E12000007,Hackney North and Stoke Newington,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Rebecca,Jones,Female,No,No,,1562,0.038136,-0.039226,94996
+E14001259,E12000007,Hackney North and Stoke Newington,,London,England,Borough,Conservative,Con,PP52,4,,David,Landau,Male,No,No,,3457,0.084401,-0.045944,117124
+E14001259,E12000007,Hackney North and Stoke Newington,,London,England,Borough,Green,Green,PP63,44,,Antoinette,Fernandez,Female,No,No,,9275,0.226446,0.14628,109001
+E14001259,E12000007,Hackney North and Stoke Newington,,London,England,Borough,Labour,Lab,PP53,15,,Diane,Abbott,Female,Yes,Yes,172,24355,0.594619,-0.103566,2567
+E14001260,E12000007,Hackney South and Shoreditch,,London,England,Borough,Workers Revolutionary Party,WRP,PP184,167,,Carol,Small,Female,No,No,,310,0.007434,0.005113,117758
+E14001260,E12000007,Hackney South and Shoreditch,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Shahed,Hussain,Male,No,No,,1007,0.024148,,117757
+E14001260,E12000007,Hackney South and Shoreditch,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Anil,Bhatti,Male,No,No,,1601,0.038392,0.02484,34988
+E14001260,E12000007,Hackney South and Shoreditch,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Theo,Roos,Male,No,No,,1996,0.047865,-0.033696,41565
+E14001260,E12000007,Hackney South and Shoreditch,,London,England,Borough,Conservative,Con,PP52,4,,Joanna,Reeves,Female,No,No,,2076,0.049783,-0.054113,95099
+E14001260,E12000007,Hackney South and Shoreditch,,London,England,Borough,Green,Green,PP63,44,,Laura-Louise,Fairley,Female,No,No,,9987,0.239491,0.175058,116958
+E14001260,E12000007,Hackney South and Shoreditch,,London,England,Borough,Labour and Co-operative,Lab,PP53,15,PP119,Meg,Hillier,Female,Yes,Yes,1524,24724,0.592887,-0.141349,2563
+E14001261,E12000005,Halesowen,,West Midlands,England,Borough,Green,Green,PP63,44,,Emma,Bullard,Female,No,No,,2151,0.055757,0.031377,5714
+E14001261,E12000005,Halesowen,,West Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,Ryan,Priest,Male,No,No,,2261,0.058609,0.023731,39179
+E14001261,E12000005,Halesowen,,West Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Jonathan,Oakton,Male,No,No,,8484,0.219918,,4011
+E14001261,E12000005,Halesowen,,West Midlands,England,Borough,Conservative,Con,PP52,4,,James,Morris,Male,Yes,Yes,3992,10659,0.276297,-0.326141,729
+E14001261,E12000005,Halesowen,,West Midlands,England,Borough,Labour,Lab,PP53,15,,Alex,Ballinger,Male,No,No,5238,15023,0.389419,0.063305,115544
+E14001262,E12000003,Halifax,,Yorkshire and The Humber,England,Borough,Independent,Ind,,8,,Perveen,Hussain,Female,No,No,,1367,0.033993,,117106
+E14001262,E12000003,Halifax,,Yorkshire and The Humber,England,Borough,Liberal Democrat,LD,PP90,17,,Samuel,Jackson,Male,No,No,,2359,0.058661,0.010499,101013
+E14001262,E12000003,Halifax,,Yorkshire and The Humber,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Shakir,Saghir,Male,No,No,,2543,0.063237,,36873
+E14001262,E12000003,Halifax,,Yorkshire and The Humber,England,Borough,Green,Green,PP63,44,,Martin,Hey,Male,No,No,,4133,0.102775,0.082983,36875
+E14001262,E12000003,Halifax,,Yorkshire and The Humber,England,Borough,Reform UK,RUK,PP7931,1036,,James,Griffith-Jones,Male,No,No,,7811,0.194236,0.135383,7886
+E14001262,E12000003,Halifax,,Yorkshire and The Humber,England,Borough,Conservative,Con,PP52,4,,Hazel,Sharp,Female,No,No,,7866,0.195604,-0.221096,97999
+E14001262,E12000003,Halifax,,Yorkshire and The Humber,England,Borough,Labour and Co-operative,Lab,PP53,15,PP119,Kate,Dearden,Female,No,No,5224,14135,0.351495,-0.104999,116884
+E14001263,E12000008,Hamble Valley,,South East,England,County,Hampshire Independents,HI,PP10327,1106,,Binka,Griffin,Female,No,No,,185,0.003426,,117476
+E14001263,E12000008,Hamble Valley,,South East,England,County,Green,Green,PP63,44,,Kate,Needham,Female,No,No,,2310,0.042775,0.011288,72503
+E14001263,E12000008,Hamble Valley,,South East,England,County,Reform UK,RUK,PP7931,1036,,Caroline,Gladwin,Female,No,No,,8216,0.152137,,116321
+E14001263,E12000008,Hamble Valley,,South East,England,County,Labour,Lab,PP53,15,,Devina,Paul,Female,No,No,,8753,0.162081,0.026406,94259
+E14001263,E12000008,Hamble Valley,,South East,England,County,Liberal Democrat,LD,PP90,17,,Prad,Bains,Male,No,No,,14869,0.275331,0.064799,42733
+E14001263,E12000008,Hamble Valley,,South East,England,County,Conservative,Con,PP52,4,,Paul,Holmes,Male,Yes,Yes,4803,19671,0.364251,-0.258056,4209
+S14000092,S92000003,Hamilton and Clyde Valley,,Scotland,Scotland,County,UK Independence Party,UKIP,PP84,35,,Christopher,Ho,Male,No,No,,117,0.00278,,73371
+S14000092,S92000003,Hamilton and Clyde Valley,,Scotland,Scotland,County,Liberal Democrat,LD,PP90,17,,Kyle,Burns,Male,No,No,,1511,0.035904,-0.002391,117704
+S14000092,S92000003,Hamilton and Clyde Valley,,Scotland,Scotland,County,Reform UK,RUK,PP7931,1036,,Lisa,Judge,Female,No,No,,3299,0.078391,,117705
+S14000092,S92000003,Hamilton and Clyde Valley,,Scotland,Scotland,County,Conservative,Con,PP52,4,,Richard,Nelson,Male,No,No,,4589,0.109044,-0.145611,22811
+S14000092,S92000003,Hamilton and Clyde Valley,,Scotland,Scotland,County,Scottish National Party,SNP,PP102,29,,Ross,Clark,Male,No,No,,11548,0.274404,-0.160087,86287
+S14000092,S92000003,Hamilton and Clyde Valley,,Scotland,Scotland,County,Labour,Lab,PP53,15,,Imogen,Walker,Female,No,No,5136,21020,0.499477,0.228585,86260
+E14001264,E12000007,Hammersmith and Chiswick,,London,England,Borough,Workers Revolutionary Party,WRP,PP184,167,,Scott,Dore,Male,No,No,,216,0.004694,,7195
+E14001264,E12000007,Hammersmith and Chiswick,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Raj,Gill,Male,No,No,,439,0.009539,,117593
+E14001264,E12000007,Hammersmith and Chiswick,,London,England,Borough,Rejoin EU,REU,PP11423,1040,,Bill,Colegrave,Male,No,No,,821,0.01784,,116960
+E14001264,E12000007,Hammersmith and Chiswick,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Louise,Petano-Heathcote,Female,No,No,,2929,0.063645,0.045326,58089
+E14001264,E12000007,Hammersmith and Chiswick,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Eraj,Rostaqi,Male,No,No,,4292,0.093262,-0.045447,113847
+E14001264,E12000007,Hammersmith and Chiswick,,London,England,Borough,Green,Green,PP63,44,,Naranee,Ruthra-Rajan,Female,No,No,,4468,0.097086,0.066454,83921
+E14001264,E12000007,Hammersmith and Chiswick,,London,England,Borough,Conservative,Con,PP52,4,,Andrew,Dinsmore,Male,No,No,,8783,0.190848,-0.113749,88610
+E14001264,E12000007,Hammersmith and Chiswick,,London,England,Borough,Labour,Lab,PP53,15,,Andy,Slaughter,Male,Yes,Yes,1516,24073,0.523087,0.015345,234
+E14001265,E12000007,Hampstead and Highgate,,London,England,Borough,Independent,Ind,,8,,Jonathan,Livingstone,Male,No,No,,373,0.007683,,95274
+E14001265,E12000007,Hampstead and Highgate,,London,England,Borough,Rejoin EU,REU,PP11423,1040,,Christie,Elan-Cane,Male,No,No,,532,0.010958,,117507
+E14001265,E12000007,Hampstead and Highgate,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Catherine,Becker,Female,No,No,,2940,0.060556,0.048027,116023
+E14001265,E12000007,Hampstead and Highgate,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Scott,Emery,Male,No,No,,6181,0.127312,-0.115565,36020
+E14001265,E12000007,Hampstead and Highgate,,London,England,Borough,Green,Green,PP63,44,,Lorna,Russell,Female,No,No,,6630,0.13656,0.100036,35679
+E14001265,E12000007,Hampstead and Highgate,,London,England,Borough,Conservative,Con,PP52,4,,Don,Williams,Male,No,No,,8462,0.174295,-0.057396,41029
+E14001265,E12000007,Hampstead and Highgate,,London,England,Borough,Labour,Lab,PP53,15,,Tulip,Siddiq,Female,Yes,Yes,4518,23432,0.482636,0.006257,4346
+E14001266,E12000004,"Harborough, Oadby and Wigston",,East Midlands,England,County,Social Democratic Party,SDP,PP243,32,,Robin,Lambert,Male,No,No,,203,0.004029,,2308
+E14001266,E12000004,"Harborough, Oadby and Wigston",,East Midlands,England,County,Green,Green,PP63,44,,Darren,Woodiwiss,Male,No,No,,4269,0.084726,0.0539,23461
+E14001266,E12000004,"Harborough, Oadby and Wigston",,East Midlands,England,County,Liberal Democrat,LD,PP90,17,,Phil,Knowles,Male,No,No,,4732,0.093915,-0.075544,64358
+E14001266,E12000004,"Harborough, Oadby and Wigston",,East Midlands,England,County,Reform UK,RUK,PP7931,1036,,Danuta,Jeeves,Female,No,No,,6332,0.12567,,60341
+E14001266,E12000004,"Harborough, Oadby and Wigston",,East Midlands,England,County,Labour and Co-operative,Lab,PP53,15,PP119,Hajira,Piranie,Female,No,No,,16236,0.322232,0.074481,51604
+E14001266,E12000004,"Harborough, Oadby and Wigston",,East Midlands,England,County,Conservative,Con,PP52,4,,Neil,O'Brien,Male,Yes,Yes,4679,18614,0.369428,-0.175138,34491
+E14001267,E12000006,Harlow,,East of England,England,County,UK Independence Party,UKIP,PP85,35,,Lois,Perry,Female,No,No,,157,0.003621,,117603
+E14001267,E12000006,Harlow,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Riad,Mannan,Male,No,No,,1350,0.031137,-0.027626,81669
+E14001267,E12000006,Harlow,,East of England,England,County,Green,Green,PP63,44,,Yasmin,Gregory,Female,No,No,,2267,0.052287,0.049647,87957
+E14001267,E12000006,Harlow,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Malcolm,Featherstone,Male,No,No,,9461,0.218212,,115939
+E14001267,E12000006,Harlow,,East of England,England,County,Conservative,Con,PP52,4,,Hannah,Ellis,Female,No,No,,13809,0.318495,-0.327049,14391
+E14001267,E12000006,Harlow,,East of England,England,County,Labour and Co-operative,Lab,PP53,15,PP119,Chris,Vince,Male,No,No,5237,16313,0.376248,0.083195,4305
+E14001268,E12000006,Harpenden and Berkhamsted,,East of England,England,County,Social Democratic Party,SDP,PP243,32,,Mark,Patten,Male,No,No,,223,0.004104,,117388
+E14001268,E12000006,Harpenden and Berkhamsted,,East of England,England,County,Green,Green,PP63,44,,Paul,De Hoest,Male,No,No,,1951,0.035906,0.019634,24327
+E14001268,E12000006,Harpenden and Berkhamsted,,East of England,England,County,Labour,Lab,PP53,15,,Zara,Layne,Female,No,No,,4061,0.074739,-0.031257,103763
+E14001268,E12000006,Harpenden and Berkhamsted,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Saba,Poursaeedi,Male,No,No,,4245,0.078125,,82160
+E14001268,E12000006,Harpenden and Berkhamsted,,East of England,England,County,Conservative,Con,PP52,4,,Nigel,Gardner,Male,No,No,,16574,0.305028,-0.217703,115940
+E14001268,E12000006,Harpenden and Berkhamsted,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Victoria,Collins,Female,No,No,5201,27282,0.502098,0.249272,71585
+E14001269,E12000003,Harrogate and Knaresborough,,Yorkshire and The Humber,England,County,Independent,Ind,,8,,Stephan,Metcalfe,Male,No,No,,136,0.002612,,117599
+E14001269,E12000003,Harrogate and Knaresborough,,Yorkshire and The Humber,England,County,Independent,Ind,,8,,Paul,Haslam,Male,No,No,,620,0.011908,,30620
+E14001269,E12000003,Harrogate and Knaresborough,,Yorkshire and The Humber,England,County,Green,Green,PP63,44,,Shan,Oakes,Female,No,No,,1762,0.033843,0.033357,4986
+E14001269,E12000003,Harrogate and Knaresborough,,Yorkshire and The Humber,England,County,Labour,Lab,PP53,15,,Conrad,Whitcroft,Male,No,No,,4153,0.079767,-0.016537,96010
+E14001269,E12000003,Harrogate and Knaresborough,,Yorkshire and The Humber,England,County,Reform UK,RUK,PP7931,1036,,Jonathan,Swales,Male,No,No,,5679,0.109077,,109247
+E14001269,E12000003,Harrogate and Knaresborough,,Yorkshire and The Humber,England,County,Conservative,Con,PP52,4,,Andrew,Jones,Male,Yes,Yes,3996,15738,0.302282,-0.21755,3152
+E14001269,E12000003,Harrogate and Knaresborough,,Yorkshire and The Humber,England,County,Liberal Democrat,LD,PP90,17,,Tom,Gordon,Male,No,No,5032,23976,0.46051,0.09888,37920
+E14001270,E12000007,Harrow East,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Sarajulhaq,Parwani,Male,No,No,,723,0.015133,,116026
+E14001270,E12000007,Harrow East,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Reetendra Nath,Banjeri,Male,No,No,,1511,0.031626,-0.043536,4527
+E14001270,E12000007,Harrow East,,London,England,Borough,Green,Green,PP63,44,,Seb,Newsam,Male,No,No,,2006,0.041987,0.039386,116698
+E14001270,E12000007,Harrow East,,London,England,Borough,Independent,Ind,,8,,Sabira,Lakha,Female,No,No,,2097,0.043891,,116861
+E14001270,E12000007,Harrow East,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Roger,Clark,Male,No,No,,2188,0.045796,0.043922,116025
+E14001270,E12000007,Harrow East,,London,England,Borough,Labour,Lab,PP53,15,,Primesh,Patel,Male,No,No,,13786,0.288549,-0.085693,47261
+E14001270,E12000007,Harrow East,,London,England,Borough,Conservative,Con,PP52,4,,Bob,Blackman,Male,Yes,Yes,4005,25466,0.533018,-0.013102,227
+E14001271,E12000007,Harrow West,,London,England,Borough,Independent,Ind,,8,,Bharatkumar Ishverbhai,Patel,Male,No,No,,616,0.013616,,117701
+E14001271,E12000007,Harrow West,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Chris,Noyce,Male,No,No,,2404,0.053138,-0.029344,3865
+E14001271,E12000007,Harrow West,,London,England,Borough,Green,Green,PP63,44,,Rupert Nepal,George,Male,No,No,,2438,0.053889,0.033244,95188
+E14001271,E12000007,Harrow West,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Michael,Beavis,Male,No,No,,2639,0.058332,0.040619,116027
+E14001271,E12000007,Harrow West,,London,England,Borough,Independent,Ind,,8,,Pamela,Fitzpatrick,Female,No,No,,4120,0.091068,,48028
+E14001271,E12000007,Harrow West,,London,England,Borough,Conservative,Con,PP52,4,,Abbas,Merali,Male,No,No,,13191,0.291572,-0.05665,78480
+E14001271,E12000007,Harrow West,,London,England,Borough,Labour and Co-operative,Lab,PP53,15,PP119,Gareth,Thomas,Male,Yes,Yes,177,19833,0.438386,-0.092553,1126
+E14001272,E12000001,Hartlepool,,North East,England,County,Heritage Party,HPUK,PP12550,1037,,Vivienne,Neville,Female,No,No,,65,0.00183,,80320
+E14001272,E12000001,Hartlepool,,North East,England,County,Workers Party of Britain,WPB,PP11382,1042,,Tommy,Dudley,Male,No,No,,248,0.006984,,53296
+E14001272,E12000001,Hartlepool,,North East,England,County,Liberal Democrat,LD,PP90,17,,Peter,Maughan,Male,No,No,,572,0.016108,-0.025221,6452
+E14001272,E12000001,Hartlepool,,North East,England,County,Green,Green,PP63,44,,Jeremy,Spyby-Steanson,Male,No,No,,834,0.023486,,96183
+E14001272,E12000001,Hartlepool,,North East,England,County,Independent,Ind,,8,,Sam,Lee,Female,No,No,,895,0.025203,,75300
+E14001272,E12000001,Hartlepool,,North East,England,County,Conservative,Con,PP52,4,,Jill,Mortimer,Female,Yes,Yes,4916,7767,0.218721,-0.070506,51741
+E14001272,E12000001,Hartlepool,,North East,England,County,Reform UK,RUK,PP7931,1036,,Amanda,Napper,Female,No,No,,8716,0.245445,-0.012932,80350
+E14001272,E12000001,Hartlepool,,North East,England,County,Labour,Lab,PP53,15,,Jonathan,Brash,Male,No,No,5045,16414,0.462223,0.085392,72997
+E14001273,E12000006,Harwich and North Essex,,East of England,England,County,Green,Green,PP63,44,,Andrew,Canessa,Male,No,No,,2794,0.058156,0.022582,14099
+E14001273,E12000006,Harwich and North Essex,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Natalie,Sommers,Female,No,No,,3561,0.074121,-0.033138,100618
+E14001273,E12000006,Harwich and North Essex,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Mark,Cole,Male,No,No,,9806,0.204109,,5843
+E14001273,E12000006,Harwich and North Essex,,East of England,England,County,Labour,Lab,PP53,15,,Alex,Diner,Male,No,No,,15360,0.319714,0.060543,115942
+E14001273,E12000006,Harwich and North Essex,,East of England,England,County,Conservative,Con,PP52,4,,Bernard,Jenkin,Male,Yes,Yes,40,16522,0.3439,-0.241633,517
+E14001274,E12000008,Hastings and Rye,,South East,England,County,Independent,Ind,,8,,Paul,Crosland,Male,No,No,,129,0.002805,,72407
+E14001274,E12000008,Hastings and Rye,,South East,England,County,Communist Party of Britain,Comm,PP78,76,,Nicolas,Davies,Male,No,No,,136,0.002957,,42322
+E14001274,E12000008,Hastings and Rye,,South East,England,County,Workers Party of Britain,WPB,PP11382,1042,,Phil,Colley,Male,No,No,,362,0.007871,,116929
+E14001274,E12000008,Hastings and Rye,,South East,England,County,Liberal Democrat,LD,PP90,17,,Guy,Harris,Male,No,No,,2586,0.05623,-0.017811,104981
+E14001274,E12000008,Hastings and Rye,,South East,England,County,Green,Green,PP63,44,,Becca,Horn,Female,No,No,,5761,0.125266,0.124639,42366
+E14001274,E12000008,Hastings and Rye,,South East,England,County,Reform UK,RUK,PP7931,1036,,Lucian,Fernando,Male,No,No,,7401,0.160926,,73636
+E14001274,E12000008,Hastings and Rye,,South East,England,County,Conservative,Con,PP52,4,,Sally-Ann,Hart,Female,Yes,Yes,4842,10481,0.227897,-0.26299,34796
+E14001274,E12000008,Hastings and Rye,,South East,England,County,Labour and Co-operative,Lab,PP53,15,PP119,Helena,Dollimore,Female,No,No,5192,19134,0.416047,-0.007649,74267
+E14001275,E12000008,Havant,,South East,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Jennifer,Alemanno,Female,No,No,,211,0.005002,,116322
+E14001275,E12000008,Havant,,South East,England,Borough,Green,Green,PP63,44,,Netty,Shepherd,Female,No,No,,2861,0.067819,0.03307,112067
+E14001275,E12000008,Havant,,South East,England,Borough,Liberal Democrat,LD,PP90,17,,Gayathri,Sathyanath,Female,No,No,,3275,0.077632,-0.046565,110830
+E14001275,E12000008,Havant,,South East,England,Borough,Reform UK,RUK,PP7931,1036,,John,Perry,Male,No,No,,9959,0.236074,,5136
+E14001275,E12000008,Havant,,South East,England,Borough,Labour,Lab,PP53,15,,Stefanie,Harvey,Female,No,No,,12894,0.305646,0.125943,95024
+E14001275,E12000008,Havant,,South East,England,Borough,Conservative,Con,PP52,4,,Alan,Mak,Male,Yes,Yes,4484,12986,0.307827,-0.346038,5017
+E14001276,E12000007,Hayes and Harlington,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Alexander,Cunliffe,Male,No,No,,1316,0.034347,-0.009909,34483
+E14001276,E12000007,Hayes and Harlington,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Rizwana,Karim,Female,No,No,,1975,0.051546,,116031
+E14001276,E12000007,Hayes and Harlington,,London,England,Borough,Green,Green,PP63,44,,Christine,West,Female,No,No,,2131,0.055618,0.03882,48288
+E14001276,E12000007,Hayes and Harlington,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Francoise,Thompson,Female,No,No,,4114,0.107373,0.078005,116029
+E14001276,E12000007,Hayes and Harlington,,London,England,Borough,Conservative,Con,PP52,4,,Dylan,Thomas,Male,No,No,,8374,0.218557,-0.128854,104991
+E14001276,E12000007,Hayes and Harlington,,London,England,Borough,Labour,Lab,PP53,15,,John,McDonnell,Male,Yes,Yes,178,20405,0.532559,-0.025358,1860
+E14001277,E12000002,Hazel Grove,,North West,England,County,Social Democratic Party,SDP,PP243,32,,Tim,O'Rourke,Male,No,No,,113,0.002457,,106912
+E14001277,E12000002,Hazel Grove,,North West,England,County,Green,Green,PP63,44,,Graham,Reid,Male,No,No,,1763,0.038328,0.035275,7050
+E14001277,E12000002,Hazel Grove,,North West,England,County,Reform UK,RUK,PP7931,1036,,John,Kelly,Male,No,No,,6955,0.151202,0.145056,11075
+E14001277,E12000002,Hazel Grove,,North West,England,County,Conservative,Con,PP52,4,,Paul,Athans,Male,No,No,,9011,0.1959,-0.259959,116145
+E14001277,E12000002,Hazel Grove,,North West,England,County,Labour,Lab,PP53,15,,Claire,Vibert,Female,No,No,,10828,0.235402,0.072677,55355
+E14001277,E12000002,Hazel Grove,,North West,England,County,Liberal Democrat,LD,PP90,17,,Lisa,Smart,Female,No,No,5070,17328,0.376712,0.004495,4503
+E14001278,E12000006,Hemel Hempstead,,East of England,England,County,Green,Green,PP63,44,,Sherief,Hassan,Male,No,No,,2492,0.056498,0.027312,26776
+E14001278,E12000006,Hemel Hempstead,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Sammy,Barry-Mears,Female,No,No,,5096,0.115535,0.002032,20337
+E14001278,E12000006,Hemel Hempstead,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Noel,Willcox,Male,No,No,,7689,0.174322,,82153
+E14001278,E12000006,Hemel Hempstead,,East of England,England,County,Conservative,Con,PP52,4,,Andrew,Williams,Male,No,No,,11987,0.271765,-0.277772,25964
+E14001278,E12000006,Hemel Hempstead,,East of England,England,County,Labour,Lab,PP53,15,,David,Taylor,Male,No,No,5348,16844,0.381881,0.100581,101361
+E14001279,E12000007,Hendon,,London,England,Borough,Social Democratic Party,SDP,PP243,32,,Jane,Gibson,Female,No,No,,139,0.003369,,109369
+E14001279,E12000007,Hendon,,London,England,Borough,Rejoin EU,REU,PP11423,1040,,Ben,Rend,Male,No,No,,233,0.005648,,88941
+E14001279,E12000007,Hendon,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Imtiaz,Palekar,Male,No,No,,1518,0.036795,,117364
+E14001279,E12000007,Hendon,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Clareine,Enderby,Female,No,No,,1966,0.047654,-0.038083,38913
+E14001279,E12000007,Hendon,,London,England,Borough,Green,Green,PP63,44,,Gabrielle,Bailey,Female,No,No,,2667,0.064645,0.048261,47145
+E14001279,E12000007,Hendon,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Joshua,Pearl,Male,No,No,,3038,0.073638,,116032
+E14001279,E12000007,Hendon,,London,England,Borough,Conservative,Con,PP52,4,,Ameet,Jogia,Male,No,No,,15840,0.383944,-0.105144,34528
+E14001279,E12000007,Hendon,,London,England,Borough,Labour,Lab,PP53,15,,David,Pinto-Duschinsky,Male,No,No,5360,15855,0.384308,-0.024483,5863
+E14001280,E12000008,Henley and Thame,,South East,England,County,Independent,Ind,,8,,David,Carpin,Male,No,No,,306,0.005757,,54349
+E14001280,E12000008,Henley and Thame,,South East,England,County,Social Democratic Party,SDP,PP243,32,,Maryse,Pomlett,Female,No,No,,515,0.009688,,77066
+E14001280,E12000008,Henley and Thame,,South East,England,County,Green,Green,PP63,44,,Jo,Robb,Female,No,No,,2008,0.037775,-0.004348,54351
+E14001280,E12000008,Henley and Thame,,South East,England,County,Labour,Lab,PP53,15,,Nanda,Manley-Browne,Female,No,No,,3574,0.067235,-0.022082,50066
+E14001280,E12000008,Henley and Thame,,South East,England,County,Reform UK,RUK,PP7931,1036,,Peter,Shields,Male,No,No,,5213,0.098068,,52179
+E14001280,E12000008,Henley and Thame,,South East,England,County,Conservative,Con,PP52,4,,Caroline,Newton,Female,No,No,,17637,0.331791,-0.213007,24337
+E14001280,E12000008,Henley and Thame,,South East,England,County,Liberal Democrat,LD,PP90,17,,Freddie,Van Mierlo,Male,No,No,5296,23904,0.449687,0.125925,6123
+E14001281,E12000005,Hereford and South Herefordshire,,West Midlands,England,County,Independent,Ind,,8,,Mark,Weaden,Male,No,No,,214,0.004696,,102754
+E14001281,E12000005,Hereford and South Herefordshire,,West Midlands,England,County,Green,Green,PP63,44,,Diana,Toynbee,Female,No,No,,3175,0.06967,0.018769,5716
+E14001281,E12000005,Hereford and South Herefordshire,,West Midlands,England,County,Liberal Democrat,LD,PP90,17,,Dan,Powell,Male,No,No,,5325,0.116848,-0.016165,66485
+E14001281,E12000005,Hereford and South Herefordshire,,West Midlands,England,County,Reform UK,RUK,PP7931,1036,,Nigel,Ely,Male,No,No,,8395,0.184214,,5813
+E14001281,E12000005,Hereford and South Herefordshire,,West Midlands,England,County,Labour,Lab,PP53,15,,Joe,Emmett,Male,No,No,,13592,0.298253,0.099014,102684
+E14001281,E12000005,Hereford and South Herefordshire,,West Midlands,England,County,Conservative,Con,PP52,4,,Jesse,Norman,Male,Yes,Yes,3991,14871,0.326319,-0.290527,3417
+E14001282,E12000008,Herne Bay and Sandwich,,South East,England,County,Liberal Democrat,LD,PP90,17,,Angie,Curwen,Female,No,No,,2709,0.055482,-0.019064,29080
+E14001282,E12000008,Herne Bay and Sandwich,,South East,England,County,Green,Green,PP63,44,,Thea,Barrett,Female,No,No,,3529,0.072276,0.034581,108282
+E14001282,E12000008,Herne Bay and Sandwich,,South East,England,County,Reform UK,RUK,PP7931,1036,,Amelia,Randall,Female,No,No,,10602,0.217134,,108552
+E14001282,E12000008,Herne Bay and Sandwich,,South East,England,County,Labour,Lab,PP53,15,,Helen,Whitehead,Female,No,No,,14744,0.301964,0.057959,49052
+E14001282,E12000008,Herne Bay and Sandwich,,South East,England,County,Conservative,Con,PP52,4,,Roger,Gale,Male,Yes,Yes,87,17243,0.353145,-0.290609,995
+E14001283,E12000006,Hertford and Stortford,,East of England,England,County,Heritage Party,HPUK,PP12550,1037,,Barry,Hensall,Male,No,No,,137,0.002537,,106922
+E14001283,E12000006,Hertford and Stortford,,East of England,England,County,Alliance for Democracy and Freedom,ADF,PP10288,1075,,Jane,Fowler,Female,No,No,,139,0.002574,,117556
+E14001283,E12000006,Hertford and Stortford,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Helen Rosemary,Campbell,Female,No,No,,4167,0.077154,-0.064969,36893
+E14001283,E12000006,Hertford and Stortford,,East of England,England,County,Green,Green,PP63,44,,Nick,Cox,Male,No,No,,4373,0.080968,0.034468,27134
+E14001283,E12000006,Hertford and Stortford,,East of England,England,County,Reform UK,RUK,PP7931,1036,,John,Burmicz,Male,No,No,,8325,0.154141,,54715
+E14001283,E12000006,Hertford and Stortford,,East of England,England,County,Conservative,Con,PP52,4,,Julie,Marson,Female,Yes,Yes,4768,16060,0.297358,-0.259468,6468
+E14001283,E12000006,Hertford and Stortford,,East of England,England,County,Labour,Lab,PP53,15,,Joshua Robert Abraham,Dean,Male,No,No,5187,20808,0.385269,0.148494,56879
+E14001284,E12000006,Hertsmere,,East of England,England,County,Independent,Ind,,8,,Ray,Bolster,Male,No,No,,536,0.011165,,117196
+E14001284,E12000006,Hertsmere,,East of England,England,County,Green,Green,PP63,44,,John,Humphries,Male,No,No,,2267,0.047222,0.016487,72000
+E14001284,E12000006,Hertsmere,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Emma,Matanle,Female,No,No,,3710,0.07728,-0.031512,50322
+E14001284,E12000006,Hertsmere,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Darren,Selkus,Male,No,No,,6584,0.137147,,102391
+E14001284,E12000006,Hertsmere,,East of England,England,County,Labour,Lab,PP53,15,,Josh,Tapper,Male,No,No,,13459,0.280355,0.068922,84685
+E14001284,E12000006,Hertsmere,,East of England,England,County,Conservative,Con,PP52,4,,Oliver,Dowden,Male,Yes,Yes,4441,21451,0.446831,-0.202209,4796
+E14001285,E12000001,Hexham,,North East,England,County,Social Democratic Party,SDP,PP243,32,,William,Clouston,Male,No,No,,1211,0.023366,,71818
+E14001285,E12000001,Hexham,,North East,England,County,Independent,Ind,,8,,Chris,Whaley,Male,No,No,,1511,0.029154,,117468
+E14001285,E12000001,Hexham,,North East,England,County,Liberal Democrat,LD,PP90,17,,Nick,Cott,Male,No,No,,2376,0.045844,-0.048289,4947
+E14001285,E12000001,Hexham,,North East,England,County,Green,Green,PP63,44,,Nick,Morphet,Male,No,No,,2467,0.0476,0.011378,13153
+E14001285,E12000001,Hexham,,North East,England,County,Conservative,Con,PP52,4,,Guy,Opperman,Male,Yes,Yes,4142,20275,0.391198,-0.152189,2209
+E14001285,E12000001,Hexham,,North East,England,County,Labour,Lab,PP53,15,,Joe,Morris,Male,No,No,5081,23988,0.462839,0.145349,116103
+E14001286,E12000002,Heywood and Middleton North,,North West,England,County,Liberal Democrat,LD,PP90,17,,Tom,Shaw,Male,No,No,,2302,0.061998,0.019898,97125
+E14001286,E12000002,Heywood and Middleton North,,North West,England,County,Independent,Ind,,8,,Chris,Furlong,Male,No,No,,4349,0.117129,,116146
+E14001286,E12000002,Heywood and Middleton North,,North West,England,County,Conservative,Con,PP52,4,,Laura-Beth,Thompson,Female,No,No,,6423,0.172987,-0.241681,18306
+E14001286,E12000002,Heywood and Middleton North,,North West,England,County,Reform UK,RUK,PP7931,1036,,Steve,Potter,Male,No,No,,8987,0.242041,0.157675,110111
+E14001286,E12000002,Heywood and Middleton North,,North West,England,County,Labour,Lab,PP53,15,,Elsie,Blundell,Female,No,No,5084,15069,0.405844,-0.024844,97111
+E14001287,E12000004,High Peak,,East Midlands,England,County,Liberal Democrat,LD,PP90,17,,Peter,Hirst,Male,No,No,,1707,0.034691,-0.016072,546
+E14001287,E12000004,High Peak,,East Midlands,England,County,Green,Green,PP63,44,,Joanna,Collins,Female,No,No,,3382,0.068731,0.04754,63418
+E14001287,E12000004,High Peak,,East Midlands,England,County,Reform UK,RUK,PP7931,1036,,Catherine,Cullen,Female,No,No,,6959,0.141426,0.119699,115894
+E14001287,E12000004,High Peak,,East Midlands,England,County,Conservative,Con,PP52,4,,Robert,Largan,Male,Yes,Yes,4852,14625,0.29722,-0.161385,34289
+E14001287,E12000004,High Peak,,East Midlands,England,County,Labour,Lab,PP53,15,,Jon,Pearce,Male,No,No,5115,22533,0.457932,0.010218,43758
+E14001288,E12000004,Hinckley and Bosworth,,East Midlands,England,County,Independent,Ind,,8,,Harry,Masters,Male,No,No,,211,0.004414,,117783
+E14001288,E12000004,Hinckley and Bosworth,,East Midlands,England,County,Green,Green,PP63,44,,Cassie,Wells,Female,No,No,,1514,0.031674,0.002279,99078
+E14001288,E12000004,Hinckley and Bosworth,,East Midlands,England,County,Labour,Lab,PP53,15,,Rebecca,Pawley,Female,No,No,,8601,0.179941,0.037702,79678
+E14001288,E12000004,Hinckley and Bosworth,,East Midlands,England,County,Reform UK,RUK,PP7931,1036,,Peter,Cheshire,Male,No,No,,8817,0.18446,,75366
+E14001288,E12000004,Hinckley and Bosworth,,East Midlands,England,County,Liberal Democrat,LD,PP90,17,,Michael,Mullaney,Male,No,No,,11624,0.243185,0.061265,388
+E14001288,E12000004,Hinckley and Bosworth,,East Midlands,England,County,Conservative,Con,PP52,4,,Luke,Evans,Male,Yes,Yes,4781,17032,0.356325,-0.290121,4158
+E14001289,E12000006,Hitchin,,East of England,England,County,Christian Peoples Alliance Party,CPA,PP79,80,,Sid,Cordle,Male,No,No,,181,0.003447,-0.00151,1224
+E14001289,E12000006,Hitchin,,East of England,England,County,Green,Green,PP63,44,,Will,Lavin,Male,No,No,,2631,0.050105,0.034974,5658
+E14001289,E12000006,Hitchin,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Chris,Lucas,Male,No,No,,4913,0.093563,-0.143169,2699
+E14001289,E12000006,Hitchin,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Charles,Bunker,Male,No,No,,6760,0.128737,,72275
+E14001289,E12000006,Hitchin,,East of England,England,County,Conservative,Con,PP52,4,,Bim,Afolami,Male,Yes,Yes,4639,14958,0.28486,-0.185331,4203
+E14001289,E12000006,Hitchin,,East of England,England,County,Labour,Lab,PP53,15,,Alistair,Strathern,Male,Yes,Yes,5000,23067,0.439288,0.177454,39207
+E14001290,E12000007,Holborn and St Pancras,,London,England,Borough,Independent,Ind,,8,,Bobby,Smith,Male,No,No,,19,0.000492,,7292
+E14001290,E12000007,Holborn and St Pancras,,London,England,Borough,Independent,Ind,,8,,Senthil,Kumar,Male,No,No,,40,0.001036,,117397
+E14001290,E12000007,Holborn and St Pancras,,London,England,Borough,Socialist Equality Party,SEP,PP633,144,,Tom,Scripps,Male,No,No,,61,0.00158,0.00075,72613
+E14001290,E12000007,Holborn and St Pancras,,London,England,Borough,UK Independence Party,UKIP,PP85,35,,John,Poynton,Male,No,No,,75,0.001943,-0.001153,5961
+E14001290,E12000007,Holborn and St Pancras,,London,England,Borough,Monster Raving Loony Party,MRLP,PP66,119,,Nick the Incredible Flying,Brick,Male,No,No,,162,0.004197,,2323
+E14001290,E12000007,Holborn and St Pancras,,London,England,Borough,Independent,Ind,,8,,Wais,Islam,Male,No,No,,636,0.016476,,116629
+E14001290,E12000007,Holborn and St Pancras,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Charlie,Clinton,Male,No,No,,2236,0.057924,-0.064838,92711
+E14001290,E12000007,Holborn and St Pancras,,London,England,Borough,Reform UK,RUK,PP7931,1036,,David,Roberts,Male,No,No,,2371,0.061422,0.04267,116034
+E14001290,E12000007,Holborn and St Pancras,,London,England,Borough,Conservative,Con,PP52,4,,Mehreen,Malik,Female,No,No,,2776,0.071913,-0.079964,91460
+E14001290,E12000007,Holborn and St Pancras,,London,England,Borough,Green,Green,PP63,44,,David,Stansell,Male,No,No,,4030,0.104399,0.064248,40908
+E14001290,E12000007,Holborn and St Pancras,,London,England,Borough,Independent,Ind,,8,,Andrew,Feinstein,Male,No,No,,7312,0.18942,,113881
+E14001290,E12000007,Holborn and St Pancras,,London,England,Borough,Labour,Lab,PP53,15,,Keir,Starmer,Male,Yes,Yes,4514,18884,0.489197,-0.173335,5077
+E14001291,E12000009,Honiton and Sidmouth,,South West,England,County,Party of Women,POW,PP17545,1102,,Hazel,Exon,Female,No,No,,244,0.004817,,117463
+E14001291,E12000009,Honiton and Sidmouth,,South West,England,County,Independent,Ind,,8,,Vanessa,Coxon,Female,No,No,,467,0.009219,,116959
+E14001291,E12000009,Honiton and Sidmouth,,South West,England,County,Green,Green,PP63,44,,Henry,Gent,Male,No,No,,1394,0.027519,0.006854,26484
+E14001291,E12000009,Honiton and Sidmouth,,South West,England,County,Labour,Lab,PP53,15,,Jake,Bonetta,Male,No,No,,2947,0.058178,-0.084018,73109
+E14001291,E12000009,Honiton and Sidmouth,,South West,England,County,Reform UK,RUK,PP7931,1036,,Paul,Quickenden,Male,No,No,,6289,0.124154,,116409
+E14001291,E12000009,Honiton and Sidmouth,,South West,England,County,Conservative,Con,PP52,4,,Simon,Jupp,Male,Yes,Yes,4862,16307,0.321923,-0.281978,72028
+E14001291,E12000009,Honiton and Sidmouth,,South West,England,County,Liberal Democrat,LD,PP90,17,,Richard,Foord,Male,Yes,Yes,4942,23007,0.45419,0.358571,35051
+E14001292,E12000007,Hornchurch and Upminster,,London,England,Borough,Independent,Ind,,8,,David Warren,Durant,Male,No,No,,394,0.008399,,3717
+E14001292,E12000007,Hornchurch and Upminster,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Ian,Sanderson,Male,No,No,,2381,0.050756,-0.020425,6588
+E14001292,E12000007,Hornchurch and Upminster,,London,England,Borough,Green,Green,PP63,44,,Melanie,Collins,Female,No,No,,2620,0.05585,0.019888,813
+E14001292,E12000007,Hornchurch and Upminster,,London,England,Borough,Labour,Lab,PP53,15,,Sunny,Brar,Male,No,No,,12939,0.27582,0.047254,92024
+E14001292,E12000007,Hornchurch and Upminster,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Nicholas,Palmer,Male,No,No,,13317,0.283878,,116036
+E14001292,E12000007,Hornchurch and Upminster,,London,England,Borough,Conservative,Con,PP52,4,,Julia,Lopez,Female,Yes,Yes,4647,15260,0.325297,-0.329004,34203
+E14001293,E12000007,Hornsey and Friern Barnet,,London,England,Borough,Christian Peoples Alliance Party,CPA,PP79,80,,Helen,Spiby-Vann,Female,No,No,,182,0.003742,-0.000275,7988
+E14001293,E12000007,Hornsey and Friern Barnet,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Dino,Philippos,Male,No,No,,766,0.015748,,113884
+E14001293,E12000007,Hornsey and Friern Barnet,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Navdeep,Singh,Male,No,No,,1989,0.040891,0.031488,117706
+E14001293,E12000007,Hornsey and Friern Barnet,,London,England,Borough,Conservative,Con,PP52,4,,Naz,Panju,Female,No,No,,4011,0.08246,-0.035557,117069
+E14001293,E12000007,Hornsey and Friern Barnet,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Dawn,Barnes,Female,No,No,,6099,0.125385,-0.131015,1986
+E14001293,E12000007,Hornsey and Friern Barnet,,London,England,Borough,Green,Green,PP63,44,,Fabio,Vollono,Male,No,No,,7060,0.145142,0.107396,89027
+E14001293,E12000007,Hornsey and Friern Barnet,,London,England,Borough,Labour,Lab,PP53,15,,Catherine,West,Female,Yes,Yes,4523,28535,0.586633,0.014119,4357
+E14001294,E12000008,Horsham,,South East,England,County,Social Democratic Party,SDP,PP243,32,,Paul,Abbott,Male,No,No,,244,0.004396,,116869
+E14001294,E12000008,Horsham,,South East,England,County,The Peace Party,PPNV,PP133,154,,Jim,Duggan,Male,No,No,,276,0.004973,-0.003568,1891
+E14001294,E12000008,Horsham,,South East,England,County,Green,Green,PP63,44,,Catherine,Ross,Female,No,No,,2137,0.038505,0.008425,23592
+E14001294,E12000008,Horsham,,South East,England,County,Labour,Lab,PP53,15,,James,Field,Male,No,No,,5979,0.107732,-0.048687,101262
+E14001294,E12000008,Horsham,,South East,England,County,Reform UK,RUK,PP7931,1036,,Hugo,Miller,Male,No,No,,6116,0.1102,,114879
+E14001294,E12000008,Horsham,,South East,England,County,Conservative,Con,PP52,4,,Jeremy,Quin,Male,Yes,Yes,4507,19115,0.344421,-0.213413,6753
+E14001294,E12000008,Horsham,,South East,England,County,Liberal Democrat,LD,PP90,17,,John,Milne,Male,No,No,5329,21632,0.389773,0.142647,60075
+E14001295,E12000001,Houghton and Sunderland South,,North East,England,County,Green,Green,PP63,44,,Richard,Bradley,Male,No,No,,1723,0.043041,0.01603,11628
+E14001295,E12000001,Houghton and Sunderland South,,North East,England,County,Liberal Democrat,LD,PP90,17,,Paul,Edgeworth,Male,No,No,,2290,0.057204,-0.002205,11618
+E14001295,E12000001,Houghton and Sunderland South,,North East,England,County,Conservative,Con,PP52,4,,Chris,Burnicle,Male,No,No,,5514,0.13774,-0.191613,75425
+E14001295,E12000001,Houghton and Sunderland South,,North East,England,County,Reform UK,RUK,PP7931,1036,,Sam,Woods-Brass,Male,No,No,,11668,0.291467,0.13404,97574
+E14001295,E12000001,Houghton and Sunderland South,,North East,England,County,Labour,Lab,PP53,15,,Bridget,Phillipson,Female,Yes,Yes,4046,18837,0.470549,0.066512,3733
+E14001296,E12000008,Hove and Portslade,,South East,England,Borough,Liberal Democrat,LD,PP90,17,,Michael,Wang,Male,No,No,,3046,0.05868,-0.007483,116325
+E14001296,E12000008,Hove and Portslade,,South East,England,Borough,Independent,Ind,,8,,Tanushka,Marah,Female,No,No,,3048,0.058718,,116326
+E14001296,E12000008,Hove and Portslade,,South East,England,Borough,Reform UK,RUK,PP7931,1036,,Martin,Hess,Male,No,No,,4558,0.087808,0.068106,66068
+E14001296,E12000008,Hove and Portslade,,South East,England,Borough,Conservative,Con,PP52,4,,Carline,Deal,Female,No,No,,6630,0.127724,-0.153031,94521
+E14001296,E12000008,Hove and Portslade,,South East,England,Borough,Green,Green,PP63,44,,Sophie,Broadbent,Female,No,No,,7418,0.142904,0.098642,95618
+E14001296,E12000008,Hove and Portslade,,South East,England,Borough,Labour,Lab,PP53,15,,Peter,Kyle,Male,Yes,Yes,4505,27209,0.524167,-0.058834,4358
+E14001297,E12000003,Huddersfield,,Yorkshire and The Humber,England,Borough,Liberal Democrat,LD,PP90,17,,Jan,Dobrucki,Male,No,No,,1741,0.043346,-0.006269,117222
+E14001297,E12000003,Huddersfield,,Yorkshire and The Humber,England,Borough,Reform UK,RUK,PP7931,1036,,Susan,Laird,Female,No,No,,6196,0.154264,0.119904,8651
+E14001297,E12000003,Huddersfield,,Yorkshire and The Humber,England,Borough,Conservative,Con,PP52,4,,Tony,McGrath,Male,No,No,,6559,0.163301,-0.200252,36814
+E14001297,E12000003,Huddersfield,,Yorkshire and The Humber,England,Borough,Green,Green,PP63,44,,Andrew,Cooper,Male,No,No,,10568,0.263115,0.224946,2182
+E14001297,E12000003,Huddersfield,,Yorkshire and The Humber,England,Borough,Labour,Lab,PP53,15,,Harpreet,Uppal,Female,No,No,5289,15101,0.375974,-0.138329,36799
+E14001298,E12000006,Huntingdon,,East of England,England,County,Independent,Ind,,8,,Chan,Abraham,Male,No,No,,1123,0.02158,,115943
+E14001298,E12000006,Huntingdon,,East of England,England,County,Green,Green,PP63,44,,Georgie,Hunt,Female,No,No,,3042,0.058455,0.023794,91220
+E14001298,E12000006,Huntingdon,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Mark,Argent,Male,No,No,,4821,0.09264,-0.047619,6450
+E14001298,E12000006,Huntingdon,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Sarah,Smith,Female,No,No,,8039,0.154477,,38140
+E14001298,E12000006,Huntingdon,,East of England,England,County,Labour,Lab,PP53,15,,Alex,Bulat,Female,No,No,,16758,0.322022,0.114145,73027
+E14001298,E12000006,Huntingdon,,East of England,England,County,Conservative,Con,PP52,4,,Ben,Obese-Jecty,Male,No,No,5089,18257,0.350826,-0.241393,72584
+E14001299,E12000002,Hyndburn,,North West,England,County,Liberal Democrat,LD,PP90,17,,Beth,Waller-Slack,Female,No,No,,1210,0.033266,0.004355,41765
+E14001299,E12000002,Hyndburn,,North West,England,County,Green,Green,PP63,44,,Shabir,Fazal,Male,No,No,,4938,0.135756,0.11583,109513
+E14001299,E12000002,Hyndburn,,North West,England,County,Reform UK,RUK,PP7931,1036,,Richard,Oakley,Male,No,No,,7541,0.207318,0.156476,90698
+E14001299,E12000002,Hyndburn,,North West,England,County,Conservative,Con,PP52,4,,Sara,Britcliffe,Female,Yes,Yes,4838,10499,0.28864,-0.196315,44358
+E14001299,E12000002,Hyndburn,,North West,England,County,Labour,Lab,PP53,15,,Sarah,Smith,Female,No,No,5117,12186,0.33502,-0.080346,101180
+E14001300,E12000007,Ilford North,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Fraser,Coppin,Male,No,No,,1088,0.023204,-0.016517,54153
+E14001300,E12000007,Ilford North,,London,England,Borough,Green,Green,PP63,44,,Rachel,Collinson,Female,No,No,,1794,0.038261,0.024564,6926
+E14001300,E12000007,Ilford North,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Alex,Wilson,Male,No,No,,3621,0.077227,0.058526,45979
+E14001300,E12000007,Ilford North,,London,England,Borough,Conservative,Con,PP52,4,,Kaz,Rizvi,Male,No,No,,9619,0.205148,-0.161807,83410
+E14001300,E12000007,Ilford North,,London,England,Borough,Independent,Ind,,8,,Leanne,Mohamad,Female,No,No,,15119,0.322449,,116038
+E14001300,E12000007,Ilford North,,London,England,Borough,Labour,Lab,PP53,15,,Wes,Streeting,Male,Yes,Yes,4504,15647,0.33371,-0.207701,4360
+E14001301,E12000007,Ilford South,,London,England,Borough,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,Andy,Walker,Male,No,No,,376,0.009133,,73713
+E14001301,E12000007,Ilford South,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Richard,Clare,Male,No,No,,1340,0.032548,-0.000794,6828
+E14001301,E12000007,Ilford South,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Golam,Tipu,Male,No,No,,1366,0.03318,,116041
+E14001301,E12000007,Ilford South,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Raj,Forhad,Male,No,No,,2329,0.05657,0.03427,91974
+E14001301,E12000007,Ilford South,,London,England,Borough,Green,Green,PP63,44,,Syed,Siddiqi,Male,No,No,,3437,0.083483,0.070047,116040
+E14001301,E12000007,Ilford South,,London,England,Borough,Conservative,Con,PP52,4,,Sayeed,Syduzzaman,Male,No,No,,6142,0.149186,-0.062964,116948
+E14001301,E12000007,Ilford South,,London,England,Borough,Independent,Ind,,8,,Noor,Begum,Female,No,No,,9643,0.234224,,117524
+E14001301,E12000007,Ilford South,,London,England,Borough,Labour,Lab,PP53,15,,Jas,Athwal,Male,No,No,5227,16537,0.401676,-0.250627,46858
+S14000093,S92000003,Inverclyde and Renfrewshire West,,Scotland,Scotland,County,Independent,Ind,,8,,John,Burleigh,Male,No,No,,365,0.009046,,74454
+S14000093,S92000003,Inverclyde and Renfrewshire West,,Scotland,Scotland,County,Alba Party,Alba,PP12700,1034,,Christopher,McEleny,Male,No,No,,723,0.017918,,5715
+S14000093,S92000003,Inverclyde and Renfrewshire West,,Scotland,Scotland,County,Scottish Green Party,Green,PP130,1057,,Iain,Hamilton,Male,No,No,,1173,0.029071,,5411
+S14000093,S92000003,Inverclyde and Renfrewshire West,,Scotland,Scotland,County,Liberal Democrat,LD,PP90,17,,Ross,Stalker,Male,No,No,,1259,0.031202,-0.033172,21189
+S14000093,S92000003,Inverclyde and Renfrewshire West,,Scotland,Scotland,County,Reform UK,RUK,PP7931,1036,,Simon,Moorehead,Male,No,No,,2476,0.061363,,117373
+S14000093,S92000003,Inverclyde and Renfrewshire West,,Scotland,Scotland,County,Conservative,Con,PP52,4,,Ted,Runciman,Male,No,No,,2863,0.070954,-0.107877,85407
+S14000093,S92000003,Inverclyde and Renfrewshire West,,Scotland,Scotland,County,Scottish National Party,SNP,PP102,29,,Ronnie,Cowan,Male,Yes,Yes,4465,12560,0.311276,-0.163542,6058
+S14000093,S92000003,Inverclyde and Renfrewshire West,,Scotland,Scotland,County,Labour,Lab,PP53,15,,Martin,McCluskey,Male,No,No,5129,18931,0.46917,0.187193,13061
+S14000094,S92000003,"Inverness, Skye and West Ross-shire",,Scotland,Scotland,County,Socialist Equality Party,SEP,PP633,144,,Darren,Paxton,Male,No,No,,178,0.003704,,117193
+S14000094,S92000003,"Inverness, Skye and West Ross-shire",,Scotland,Scotland,County,Scottish Green Party,Green,PP130,1057,,Peter,Newman,Male,No,No,,2038,0.042409,0.028152,116244
+S14000094,S92000003,"Inverness, Skye and West Ross-shire",,Scotland,Scotland,County,Conservative,Con,PP52,4,,Ruraidh,Stewart,Male,No,No,,2502,0.052064,-0.181321,72765
+S14000094,S92000003,"Inverness, Skye and West Ross-shire",,Scotland,Scotland,County,Reform UK,RUK,PP7931,1036,,Dillan,Hill,Male,No,No,,2934,0.061054,0.040535,117192
+S14000094,S92000003,"Inverness, Skye and West Ross-shire",,Scotland,Scotland,County,Labour,Lab,PP53,15,,Michael,Perera,Male,No,No,,6246,0.129973,0.036025,85419
+S14000094,S92000003,"Inverness, Skye and West Ross-shire",,Scotland,Scotland,County,Scottish National Party,SNP,PP102,29,,Drew,Hendry,Male,Yes,Yes,4467,15999,0.332924,-0.153794,4915
+S14000094,S92000003,"Inverness, Skye and West Ross-shire",,Scotland,Scotland,County,Liberal Democrat,LD,PP90,17,,Angus,MacDonald,Male,No,No,5362,18159,0.377872,0.226699,85564
+E14001302,E12000006,Ipswich,,East of England,England,Borough,Heritage Party,HPUK,PP12550,1037,,Terence,Charles,Male,No,No,,151,0.003426,,97578
+E14001302,E12000006,Ipswich,,East of England,England,Borough,Communist Party of Britain,Comm,PP78,76,,Freddie,Sofar,Male,No,No,,205,0.004652,,116722
+E14001302,E12000006,Ipswich,,East of England,England,Borough,Liberal Democrat,LD,PP90,17,,James,Sandbach,Male,No,No,,2241,0.05085,0.001656,888
+E14001302,E12000006,Ipswich,,East of England,England,Borough,Green,Green,PP63,44,,Adria,Pittock,Female,No,No,,3652,0.082866,0.056988,23088
+E14001302,E12000006,Ipswich,,East of England,England,Borough,Reform UK,RUK,PP7931,1036,,Tony,Love,Male,No,No,,7027,0.159447,0.130564,71679
+E14001302,E12000006,Ipswich,,East of England,England,Borough,Conservative,Con,PP52,4,,Thomas,Hunt,Male,Yes,Yes,4771,11696,0.26539,-0.237888,34603
+E14001302,E12000006,Ipswich,,East of England,England,Borough,Labour and Co-operative,Lab,PP53,15,PP119,Jack,Abbott,Male,No,No,5131,19099,0.433369,0.040602,4830
+E14001303,E12000008,Isle of Wight East,,South East,England,County,Independent,Ind,,8,,David,Groocock,Male,No,No,,420,0.012325,,117691
+E14001303,E12000008,Isle of Wight East,,South East,England,County,Liberal Democrat,LD,PP90,17,,Michael,Lilley,Male,No,No,,3550,0.104173,,31384
+E14001303,E12000008,Isle of Wight East,,South East,England,County,Labour,Lab,PP53,15,,Emily,Brothers,Female,No,No,,6264,0.183814,-0.056892,4447
+E14001303,E12000008,Isle of Wight East,,South East,England,County,Green,Green,PP63,44,,Vix,Lowthion,Female,No,No,,6313,0.185251,0.045099,4912
+E14001303,E12000008,Isle of Wight East,,South East,England,County,Reform UK,RUK,PP7931,1036,,Sarah,Morris,Female,No,No,,7104,0.208463,,116327
+E14001303,E12000008,Isle of Wight East,,South East,England,County,Conservative,Con,PP52,4,,Joe,Robertson,Male,No,No,5255,10427,0.305975,-0.268229,72431
+E14001304,E12000008,Isle of Wight West,,South East,England,County,Alliance for Democracy and Freedom,ADF,PP10288,1075,,Rachel,Thacker,Female,No,No,,117,0.003412,,114889
+E14001304,E12000008,Isle of Wight West,,South East,England,County,Green,Green,PP63,44,,Cameron,Palin,Male,No,No,,2310,0.067367,-0.096531,73043
+E14001304,E12000008,Isle of Wight West,,South East,England,County,Liberal Democrat,LD,PP90,17,,Nick,Stuart,Male,No,No,,2726,0.079498,,31423
+E14001304,E12000008,Isle of Wight West,,South East,England,County,Reform UK,RUK,PP7931,1036,,Ian,Pickering,Male,No,No,,5834,0.170137,,116329
+E14001304,E12000008,Isle of Wight West,,South East,England,County,Conservative,Con,PP52,4,,Bob,Seely,Male,Yes,Yes,4681,10063,0.293467,-0.256332,24695
+E14001304,E12000008,Isle of Wight West,,South East,England,County,Labour,Lab,PP53,15,,Richard,Quigley,Male,No,No,5144,13240,0.386118,0.14123,71981
+E14001305,E12000007,Islington North,,London,England,Borough,Independent,Ind,,8,,Paul,Josling,Male,No,No,,32,0.000653,,117355
+E14001305,E12000007,Islington North,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Vikas,Aggarwal,Male,No,No,,1661,0.033894,-0.122504,77121
+E14001305,E12000007,Islington North,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Martyn,Nelson,Male,No,No,,1710,0.034894,0.021103,72541
+E14001305,E12000007,Islington North,,London,England,Borough,Conservative,Con,PP52,4,,Karen,Harries,Female,No,No,,1950,0.039791,-0.062114,117351
+E14001305,E12000007,Islington North,,London,England,Borough,Green,Green,PP63,44,,Sheridan,Kates,Female,No,No,,2660,0.054279,-0.026122,116701
+E14001305,E12000007,Islington North,,London,England,Borough,Labour,Lab,PP53,15,,Praful,Nargund,Male,No,No,,16873,0.344305,-0.298814,90828
+E14001305,E12000007,Islington North,,London,England,Borough,Independent,Ind,,8,,Jeremy,Corbyn,Male,Yes,Yes,185,24120,0.492185,,1120
+E14001306,E12000007,Islington South and Finsbury,,London,England,Borough,Social Democratic Party,SDP,PP243,32,,Jake,Painter,Male,No,No,,162,0.003789,,47834
+E14001306,E12000007,Islington South and Finsbury,,London,England,Borough,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,Ethan,Saunders,Male,No,No,,215,0.005029,,117478
+E14001306,E12000007,Islington South and Finsbury,,London,England,Borough,Party of Women,POW,PP17545,1102,,Lesley,Woodburn,Female,No,No,,354,0.00828,,117480
+E14001306,E12000007,Islington South and Finsbury,,London,England,Borough,Independent,Ind,,8,,Andrew,Parry,Male,No,No,,569,0.013309,,117479
+E14001306,E12000007,Islington South and Finsbury,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Max,Nelson,Male,No,No,,3388,0.079244,0.056365,65698
+E14001306,E12000007,Islington South and Finsbury,,London,England,Borough,Conservative,Con,PP52,4,,Imogen,Sinclair,Female,No,No,,3584,0.083828,-0.07953,94296
+E14001306,E12000007,Islington South and Finsbury,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Terry,Stacy,Male,No,No,,4045,0.094611,-0.102347,4505
+E14001306,E12000007,Islington South and Finsbury,,London,England,Borough,Green,Green,PP63,44,,Carne,Ross,Male,No,No,,7491,0.175212,0.132023,116702
+E14001306,E12000007,Islington South and Finsbury,,London,England,Borough,Labour,Lab,PP53,15,,Emily,Thornberry,Female,Yes,Yes,1536,22946,0.536698,-0.033426,2519
+E14001307,E12000001,Jarrow and Gateshead East,,North East,England,Borough,Alliance for Democracy and Freedom,ADF,PP10288,1075,,Mark,Conway,Male,No,No,,502,0.013668,,71959
+E14001307,E12000001,Jarrow and Gateshead East,,North East,England,Borough,Liberal Democrat,LD,PP90,17,,Jamie,Rickelton,Male,No,No,,1740,0.047375,-0.018022,89981
+E14001307,E12000001,Jarrow and Gateshead East,,North East,England,Borough,Green,Green,PP63,44,,Nic,Cook,Female,No,No,,2384,0.06491,0.04,98738
+E14001307,E12000001,Jarrow and Gateshead East,,North East,England,Borough,Conservative,Con,PP52,4,,Jack,Gebhard,Male,No,No,,3354,0.09132,-0.145682,20004
+E14001307,E12000001,Jarrow and Gateshead East,,North East,England,Borough,Reform UK,RUK,PP7931,1036,,Lynda,Alexander,Female,No,No,,9892,0.269331,0.174456,97489
+E14001307,E12000001,Jarrow and Gateshead East,,North East,England,Borough,Labour,Lab,PP53,15,,Kate,Osborne,Female,Yes,Yes,4783,18856,0.513396,0.021691,39997
+E14001308,E12000003,Keighley and Ilkley,,Yorkshire and The Humber,England,County,The Yorkshire Party,Yrks,PP2055,262,,Dominic,Atlas,Male,No,No,,398,0.008617,,94042
+E14001308,E12000003,Keighley and Ilkley,,Yorkshire and The Humber,England,County,Liberal Democrat,LD,PP90,17,,Chris,Adams,Male,No,No,,970,0.021002,-0.027914,34210
+E14001308,E12000003,Keighley and Ilkley,,Yorkshire and The Humber,England,County,Independent,Ind,,8,,Vaz,Shabir,Male,No,No,,2036,0.044083,,110912
+E14001308,E12000003,Keighley and Ilkley,,Yorkshire and The Humber,England,County,Green,Green,PP63,44,,John,Wood,Male,No,No,,2447,0.052981,,105584
+E14001308,E12000003,Keighley and Ilkley,,Yorkshire and The Humber,England,County,Reform UK,RUK,PP7931,1036,,Andrew,Judson,Male,No,No,,4782,0.103538,0.087378,110918
+E14001308,E12000003,Keighley and Ilkley,,Yorkshire and The Humber,England,County,Labour,Lab,PP53,15,,John,Grogan,Male,No,Yes,382,16964,0.367297,-0.071486,4363
+E14001308,E12000003,Keighley and Ilkley,,Yorkshire and The Humber,England,County,Conservative,Con,PP52,4,,Robbie,Moore,Male,Yes,Yes,4861,18589,0.402481,-0.078469,26213
+E14001309,E12000005,Kenilworth and Southam,,West Midlands,England,County,UK Independence Party,UKIP,PP84,35,,Paul,De'Ath,Male,No,No,,153,0.002869,,117554
+E14001309,E12000005,Kenilworth and Southam,,West Midlands,England,County,Monster Raving Loony Party,MRLP,PP66,119,,Nick,Green,Male,No,No,,442,0.00829,0.000097,6757
+E14001309,E12000005,Kenilworth and Southam,,West Midlands,England,County,Green,Green,PP63,44,,Alix,Dearing,Female,No,No,,3125,0.058608,0.016765,29136
+E14001309,E12000005,Kenilworth and Southam,,West Midlands,England,County,Reform UK,RUK,PP7931,1036,,Jacqui,Harris,Female,No,No,,6920,0.129782,0.12824,61655
+E14001309,E12000005,Kenilworth and Southam,,West Midlands,England,County,Liberal Democrat,LD,PP90,17,,Jenny,Wilkinson,Female,No,No,,10464,0.196249,0.027279,10038
+E14001309,E12000005,Kenilworth and Southam,,West Midlands,England,County,Labour,Lab,PP53,15,,Cat,Price,Female,No,No,,12821,0.240454,0.050651,30412
+E14001309,E12000005,Kenilworth and Southam,,West Midlands,England,County,Conservative,Con,PP52,4,,Jeremy,Wright,Male,Yes,Yes,1560,19395,0.363747,-0.225901,1604
+E14001310,E12000007,Kensington and Bayswater,,London,England,Borough,Independent,Ind,,8,,Prince Ankit Love,Emperor of India,Male,No,No,,65,0.001551,,7928
+E14001310,E12000007,Kensington and Bayswater,,London,England,Borough,Christian Peoples Alliance Party,CPA,PP79,80,,Roger,Phillips,Male,No,No,,114,0.00272,0.001443,72362
+E14001310,E12000007,Kensington and Bayswater,,London,England,Borough,Party of Women,POW,PP17545,1102,,Una,O'Mahony,Female,No,No,,116,0.002768,,117569
+E14001310,E12000007,Kensington and Bayswater,,London,England,Borough,Rejoin EU,REU,PP11423,1040,,John,Stevens,Male,No,No,,486,0.011597,,3403
+E14001310,E12000007,Kensington and Bayswater,,London,England,Borough,Independent,Ind,,8,,Emma,Dent Coad,Female,No,Yes,4683,1824,0.043524,,34309
+E14001310,E12000007,Kensington and Bayswater,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Marc,Burca,Male,No,No,,2514,0.059989,0.051725,116044
+E14001310,E12000007,Kensington and Bayswater,,London,England,Borough,Green,Green,PP63,44,,Mona,Adam,Female,No,No,,2732,0.06519,0.051161,44168
+E14001310,E12000007,Kensington and Bayswater,,London,England,Borough,Liberal Democrat,LD,PP90,17,,William,Houngbo,Male,No,No,,2910,0.069438,-0.13212,36132
+E14001310,E12000007,Kensington and Bayswater,,London,England,Borough,Conservative,Con,PP52,4,,Felicity,Buchan,Female,Yes,Yes,4821,14122,0.336976,-0.046218,7197
+E14001310,E12000007,Kensington and Bayswater,,London,England,Borough,Labour,Lab,PP53,15,,Joe,Powell,Male,No,No,5229,17025,0.406247,0.015938,113907
+E14001311,E12000004,Kettering,,East Midlands,England,County,Alliance for Democracy and Freedom,ADF,PP10288,1075,,Jehad,Abduramadan,Male,No,No,,62,0.001234,,32311
+E14001311,E12000004,Kettering,,East Midlands,England,County,Social Democratic Party,SDP,PP243,32,,Matthew,Murphy,Male,No,No,,85,0.001692,,115896
+E14001311,E12000004,Kettering,,East Midlands,England,County,Independent,Ind,,8,,Jim,Hakewill,Male,No,No,,1057,0.021043,,30433
+E14001311,E12000004,Kettering,,East Midlands,England,County,Liberal Democrat,LD,PP90,17,,Sarah,Ryan,Female,No,No,,1357,0.027015,-0.039803,40205
+E14001311,E12000004,Kettering,,East Midlands,England,County,Green,Green,PP63,44,,Emily,Fedorowycz,Female,No,No,,7004,0.139436,0.109784,80495
+E14001311,E12000004,Kettering,,East Midlands,England,County,Reform UK,RUK,PP7931,1036,,Crispian,Besley,Male,No,No,,8468,0.168581,,117396
+E14001311,E12000004,Kettering,,East Midlands,England,County,Conservative,Con,PP52,4,,Philip,Hollobone,Male,Yes,Yes,1537,14189,0.282475,-0.320346,1768
+E14001311,E12000004,Kettering,,East Midlands,England,County,Labour,Lab,PP53,15,,Rosie,Wrighting,Female,No,No,5331,18009,0.358524,0.089369,84777
+S14000110,S92000003,Kilmarnock and Loudoun,,Scotland,Scotland,County,Independent,Ind,,8,,Stephen,McNamara,Male,No,No,,401,0.00944,,22347
+S14000110,S92000003,Kilmarnock and Loudoun,,Scotland,Scotland,County,Liberal Democrat,LD,PP90,17,,Edward,Thornley,Male,No,No,,850,0.02001,-0.031301,72481
+S14000110,S92000003,Kilmarnock and Loudoun,,Scotland,Scotland,County,Scottish Green Party,Green,PP130,1057,,Bex,Glen,Female,No,No,,1237,0.029121,,117143
+S14000110,S92000003,Kilmarnock and Loudoun,,Scotland,Scotland,County,Reform UK,RUK,PP7931,1036,,William,Thomson,Male,No,No,,3472,0.081736,,117635
+S14000110,S92000003,Kilmarnock and Loudoun,,Scotland,Scotland,County,Conservative,Con,PP52,4,,Jordan,Cowie,Male,No,No,,3527,0.083031,-0.159605,116245
+S14000110,S92000003,Kilmarnock and Loudoun,,Scotland,Scotland,County,Scottish National Party,SNP,PP102,29,,Alan,Brown,Male,Yes,Yes,4470,13936,0.328076,-0.180333,5921
+S14000110,S92000003,Kilmarnock and Loudoun,,Scotland,Scotland,County,Labour,Lab,PP53,15,,Lillian,Jones,Female,No,No,5043,19055,0.448585,0.259444,22340
+E14001312,E12000007,Kingston and Surbiton,,London,England,Borough,Monster Raving Loony Party,MRLP,PP66,119,,A.Gent,Chinners,Male,No,No,,230,0.00454,0.001159,3454
+E14001312,E12000007,Kingston and Surbiton,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Ali,Abdulla,Male,No,No,,395,0.007796,,116067
+E14001312,E12000007,Kingston and Surbiton,,London,England,Borough,Kingston Independent Residents Group,KIRG,PP6302,1094,,Yvonne,Tracey,Female,No,No,,1177,0.023231,,44166
+E14001312,E12000007,Kingston and Surbiton,,London,England,Borough,Green,Green,PP63,44,,Debojyoti,Das,Male,No,No,,3009,0.059391,0.043628,116068
+E14001312,E12000007,Kingston and Surbiton,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Mark,Fox,Male,No,No,,4787,0.094485,0.083118,116645
+E14001312,E12000007,Kingston and Surbiton,,London,England,Borough,Labour,Lab,PP53,15,,Eunice,O'Dame,Female,No,No,,6561,0.1295,0.027407,43048
+E14001312,E12000007,Kingston and Surbiton,,London,England,Borough,Conservative,Con,PP52,4,,Helen,Edward,Female,No,No,,8635,0.170437,-0.16031,35980
+E14001312,E12000007,Kingston and Surbiton,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Ed,Davey,Male,Yes,Yes,188,25870,0.510619,-0.015837,4507
+E14001313,E12000003,Kingston upon Hull East,,Yorkshire and The Humber,England,Borough,Green,Green,PP63,44,,Julia,Brown,Female,No,No,,1675,0.056178,0.033058,34617
+E14001313,E12000003,Kingston upon Hull East,,Yorkshire and The Humber,England,Borough,Conservative,Con,PP52,4,,Kieran,Persand,Male,No,No,,2715,0.091058,-0.251739,31062
+E14001313,E12000003,Kingston upon Hull East,,Yorkshire and The Humber,England,Borough,Liberal Democrat,LD,PP90,17,,Bob,Morgan,Male,No,No,,3252,0.109069,0.059442,68442
+E14001313,E12000003,Kingston upon Hull East,,Yorkshire and The Humber,England,Borough,Reform UK,RUK,PP7931,1036,,Neil,Hunter,Male,No,No,,9127,0.306111,0.137937,117209
+E14001313,E12000003,Kingston upon Hull East,,Yorkshire and The Humber,England,Borough,Labour,Lab,PP53,15,,Karl,Turner,Male,Yes,Yes,4030,13047,0.437584,0.021303,2684
+E14001314,E12000003,Kingston upon Hull North and Cottingham,,Yorkshire and The Humber,England,Borough,Independent,Ind,,8,,Pauline,Peachey,Female,No,No,,161,0.004212,,117254
+E14001314,E12000003,Kingston upon Hull North and Cottingham,,Yorkshire and The Humber,England,Borough,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,Mike,Whale,Male,No,No,,262,0.006854,,109072
+E14001314,E12000003,Kingston upon Hull North and Cottingham,,Yorkshire and The Humber,England,Borough,The Yorkshire Party,Yrks,PP2055,262,,Rowan,Halstead,Male,No,No,,339,0.008868,,112047
+E14001314,E12000003,Kingston upon Hull North and Cottingham,,Yorkshire and The Humber,England,Borough,Independent,Ind,,8,,Ahmet,Cinalp,Male,No,No,,720,0.018834,,116970
+E14001314,E12000003,Kingston upon Hull North and Cottingham,,Yorkshire and The Humber,England,Borough,Green,Green,PP63,44,,Kerry,Harrison,Female,No,No,,2322,0.060741,0.03464,117248
+E14001314,E12000003,Kingston upon Hull North and Cottingham,,Yorkshire and The Humber,England,Borough,Liberal Democrat,LD,PP90,17,,Craig,Woolmer,Male,No,No,,3246,0.084912,0.020049,89285
+E14001314,E12000003,Kingston upon Hull North and Cottingham,,Yorkshire and The Humber,England,Borough,Conservative,Con,PP52,4,,Callum,Procter,Male,No,No,,4897,0.1281,-0.206494,18030
+E14001314,E12000003,Kingston upon Hull North and Cottingham,,Yorkshire and The Humber,England,Borough,Reform UK,RUK,PP7931,1036,,Martin,Baker,Male,No,No,,7801,0.204065,0.09599,112124
+E14001314,E12000003,Kingston upon Hull North and Cottingham,,Yorkshire and The Humber,England,Borough,Labour,Lab,PP53,15,,Diana,Johnson,Female,Yes,Yes,1533,18480,0.483415,0.017048,1861
+E14001315,E12000003,Kingston upon Hull West and Haltemprice,,Yorkshire and The Humber,England,Borough,Social Democratic Party,SDP,PP243,32,,Lucy,Needham,Female,No,No,,110,0.002881,,116576
+E14001315,E12000003,Kingston upon Hull West and Haltemprice,,Yorkshire and The Humber,England,Borough,Green,Green,PP63,44,,Kevin,Paulson,Male,No,No,,1748,0.045786,0.035168,37970
+E14001315,E12000003,Kingston upon Hull West and Haltemprice,,Yorkshire and The Humber,England,Borough,Liberal Democrat,LD,PP90,17,,Linda,Johnson,Female,No,No,,2625,0.068757,-0.02341,63628
+E14001315,E12000003,Kingston upon Hull West and Haltemprice,,Yorkshire and The Humber,England,Borough,Conservative,Con,PP52,4,,Rachel,Storer,Female,No,No,,6924,0.181361,-0.243467,72371
+E14001315,E12000003,Kingston upon Hull West and Haltemprice,,Yorkshire and The Humber,England,Borough,Reform UK,RUK,PP7931,1036,,Julie,Peck,Female,No,No,,8896,0.233014,0.098355,117258
+E14001315,E12000003,Kingston upon Hull West and Haltemprice,,Yorkshire and The Humber,England,Borough,Labour,Lab,PP53,15,,Emma,Hardy,Female,Yes,Yes,4645,17875,0.468202,0.130472,34204
+E14001316,E12000005,Kingswinford and South Staffordshire,,West Midlands,England,County,Independent,Ind,,8,,Shaz,Saleem,Male,No,No,,1000,0.022134,,16231
+E14001316,E12000005,Kingswinford and South Staffordshire,,West Midlands,England,County,Green,Green,PP63,44,,Claire,McIlvenna,Female,No,No,,2077,0.045972,0.010651,5988
+E14001316,E12000005,Kingswinford and South Staffordshire,,West Midlands,England,County,Liberal Democrat,LD,PP90,17,,Gully,Bansal,Male,No,No,,2080,0.046038,-0.007148,103114
+E14001316,E12000005,Kingswinford and South Staffordshire,,West Midlands,England,County,Reform UK,RUK,PP7931,1036,,Gary,Dale,Male,No,No,,9928,0.219743,,110750
+E14001316,E12000005,Kingswinford and South Staffordshire,,West Midlands,England,County,Labour,Lab,PP53,15,,Sally,Benton,Female,No,No,,11896,0.263302,0.095085,116530
+E14001316,E12000005,Kingswinford and South Staffordshire,,West Midlands,England,County,Conservative,Con,PP52,4,,Mike,Wood,Male,Yes,Yes,4384,18199,0.402811,-0.340465,4687
+E14001317,E12000002,Knowsley,,North West,England,Borough,Social Democratic Party,SDP,PP243,32,,Patricia,Jameson,Female,No,No,,135,0.003745,,77485
+E14001317,E12000002,Knowsley,,North West,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Graham,Padden,Male,No,No,,245,0.006797,,116151
+E14001317,E12000002,Knowsley,,North West,England,Borough,Liberal Democrat,LD,PP90,17,,Kate,Tipton,Female,No,No,,1232,0.034178,0.00908,54316
+E14001317,E12000002,Knowsley,,North West,England,Borough,Conservative,Con,PP52,4,,Sherrie,McDaid,Female,No,No,,1496,0.041501,-0.045963,56609
+E14001317,E12000002,Knowsley,,North West,England,Borough,Green,Green,PP63,44,,Graham,Wickens,Male,No,No,,2772,0.0769,0.057188,77488
+E14001317,E12000002,Knowsley,,North West,England,Borough,Reform UK,RUK,PP7931,1036,,Alexander,Hitchmough,Male,No,No,,5924,0.164341,0.101587,117804
+E14001317,E12000002,Knowsley,,North West,England,Borough,Labour,Lab,PP53,15,,Anneliese,Midgley,Female,No,No,5038,24243,0.672539,-0.123709,116150
+N05000009,N92000002,Lagan Valley,,Northern Ireland,Northern Ireland,County,Green Party Northern Ireland,Green,PP305,44,,Patricia,Denvir,Female,No,No,,433,0.008822,,117105
+N05000009,N92000002,Lagan Valley,,Northern Ireland,Northern Ireland,County,Social Democratic and Labour Party,SDLP,PP55,31,,Simon,Lee,Male,No,No,,1028,0.020945,-0.01964,12440
+N05000009,N92000002,Lagan Valley,,Northern Ireland,Northern Ireland,County,Traditional Unionist Voice,TUV,PP680,158,,Lorna,Smyth,Female,No,No,,2186,0.044539,,84456
+N05000009,N92000002,Lagan Valley,,Northern Ireland,Northern Ireland,County,Ulster Unionist Party,UUP,PP83,38,,Robbie,Butler,Male,No,No,,11157,0.227318,0.042226,8114
+N05000009,N92000002,Lagan Valley,,Northern Ireland,Northern Ireland,County,Democratic Unionist Party,DUP,PP70,7,,Jonathan,Buckley,Male,No,No,,15659,0.319044,-0.115025,19683
+N05000009,N92000002,Lagan Valley,,Northern Ireland,Northern Ireland,County,Alliance,APNI,PP103,1,,Sorcha-Lucy,Eastwood,Female,No,No,5125,18618,0.379332,0.108805,19688
+E14001318,E12000002,Lancaster and Wyre,,North West,England,County,Liberal Democrat,LD,PP90,17,,Matt,Severn,Male,No,No,,1529,0.035552,-0.003856,5470
+E14001318,E12000002,Lancaster and Wyre,,North West,England,County,Green,Green,PP63,44,,Jack,Lenox,Male,No,No,,5236,0.121745,0.077356,19847
+E14001318,E12000002,Lancaster and Wyre,,North West,England,County,Reform UK,RUK,PP7931,1036,,Nigel,Alderson,Male,No,No,,6866,0.159645,0.141622,117708
+E14001318,E12000002,Lancaster and Wyre,,North West,England,County,Conservative,Con,PP52,4,,Peter,Cartridge,Male,No,No,,10062,0.233956,-0.245631,35503
+E14001318,E12000002,Lancaster and Wyre,,North West,England,County,Labour,Lab,PP53,15,,Cat,Smith,Female,Yes,Yes,4436,19315,0.449102,0.030509,2618
+E14001319,E12000003,Leeds Central and Headingley,,Yorkshire and The Humber,England,Borough,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,Louie,Fulton,Male,No,No,,186,0.005887,,109773
+E14001319,E12000003,Leeds Central and Headingley,,Yorkshire and The Humber,England,Borough,Social Democratic Party,SDP,PP243,32,,Rob,Walker,Male,No,No,,187,0.005919,,87578
+E14001319,E12000003,Leeds Central and Headingley,,Yorkshire and The Humber,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Owais,Rajput,Male,No,No,,691,0.021871,,5418
+E14001319,E12000003,Leeds Central and Headingley,,Yorkshire and The Humber,England,Borough,Conservative,Con,PP52,4,,Jennifer,Jackson,Female,No,No,,2237,0.070802,-0.108232,49240
+E14001319,E12000003,Leeds Central and Headingley,,Yorkshire and The Humber,England,Borough,Reform UK,RUK,PP7931,1036,,Reggie,Wray,Male,No,No,,2399,0.07593,0.035689,117269
+E14001319,E12000003,Leeds Central and Headingley,,Yorkshire and The Humber,England,Borough,Liberal Democrat,LD,PP90,17,,Chris,Howley,Male,No,No,,2611,0.08264,-0.02922,18789
+E14001319,E12000003,Leeds Central and Headingley,,Yorkshire and The Humber,England,Borough,Green,Green,PP63,44,,Chris,Foren,Male,No,No,,7431,0.235195,0.200657,18754
+E14001319,E12000003,Leeds Central and Headingley,,Yorkshire and The Humber,England,Borough,Labour and Co-operative,Lab,PP53,15,PP119,Alex,Sobel,Male,Yes,Yes,4658,15853,0.501757,-0.132571,4370
+E14001320,E12000003,Leeds East,,Yorkshire and The Humber,England,County,Independent,Ind,,8,,Pete,Young,Male,No,No,,179,0.004545,,87517
+E14001320,E12000003,Leeds East,,Yorkshire and The Humber,England,County,Independent,Ind,,8,,Niko,Omilana,Male,No,No,,222,0.005636,,117670
+E14001320,E12000003,Leeds East,,Yorkshire and The Humber,England,County,Social Democratic Party,SDP,PP243,32,,Catherine,Dobson,Female,No,No,,519,0.013177,,41287
+E14001320,E12000003,Leeds East,,Yorkshire and The Humber,England,County,The Yorkshire Party,Yrks,PP2055,262,,David,Hough,Male,No,No,,664,0.016858,,117669
+E14001320,E12000003,Leeds East,,Yorkshire and The Humber,England,County,Liberal Democrat,LD,PP90,17,,Tobie,Abel,Male,No,No,,1445,0.036686,0.000107,34358
+E14001320,E12000003,Leeds East,,Yorkshire and The Humber,England,County,Green,Green,PP63,44,,Jennifer,Norman,Female,No,No,,3506,0.089012,0.06773,116968
+E14001320,E12000003,Leeds East,,Yorkshire and The Humber,England,County,Conservative,Con,PP52,4,,Sam,Firth,Male,No,No,,6898,0.175129,-0.23332,42901
+E14001320,E12000003,Leeds East,,Yorkshire and The Humber,England,County,Reform UK,RUK,PP7931,1036,,David,Dresser,Male,No,No,,7345,0.186478,0.127964,38538
+E14001320,E12000003,Leeds East,,Yorkshire and The Humber,England,County,Labour,Lab,PP53,15,,Richard,Burgon,Male,Yes,Yes,4493,18610,0.472479,0.002771,4369
+E14001321,E12000003,Leeds North East,,Yorkshire and The Humber,England,Borough,Climate Party,Cli,PP12958,1053,,Stewart,Hey,Male,No,No,,91,0.002015,,117552
+E14001321,E12000003,Leeds North East,,Yorkshire and The Humber,England,Borough,Christian Peoples Alliance Party,CPA,PP79,80,,Christopher,Nicholson,Male,No,No,,109,0.002413,,117055
+E14001321,E12000003,Leeds North East,,Yorkshire and The Humber,England,Borough,Social Democratic Party,SDP,PP243,32,,Cordelia,Lynan,Female,No,No,,125,0.002768,,72847
+E14001321,E12000003,Leeds North East,,Yorkshire and The Humber,England,Borough,Alliance for Green Socialism,AGS,PP67,97,,Mike,Davies,Male,No,No,,259,0.005734,0.002249,482
+E14001321,E12000003,Leeds North East,,Yorkshire and The Humber,England,Borough,The Yorkshire Party,Yrks,PP2055,262,,Ian,Cowling,Male,No,No,,574,0.012708,,71857
+E14001321,E12000003,Leeds North East,,Yorkshire and The Humber,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Dawud,Islam,Male,No,No,,2067,0.045764,,9112
+E14001321,E12000003,Leeds North East,,Yorkshire and The Humber,England,Borough,Liberal Democrat,LD,PP90,17,,Gary,Busuttil,Male,No,No,,2168,0.048,-0.064179,38432
+E14001321,E12000003,Leeds North East,,Yorkshire and The Humber,England,Borough,Reform UK,RUK,PP7931,1036,,Keiran,White,Male,No,No,,3426,0.075852,0.040822,15852
+E14001321,E12000003,Leeds North East,,Yorkshire and The Humber,England,Borough,Green,Green,PP63,44,,Louise,Jennings,Female,No,No,,5911,0.13087,0.092632,36609
+E14001321,E12000003,Leeds North East,,Yorkshire and The Humber,England,Borough,Conservative,Con,PP52,4,,Chris,Whiteside,Male,No,No,,7177,0.158899,-0.077437,774
+E14001321,E12000003,Leeds North East,,Yorkshire and The Humber,England,Borough,Labour,Lab,PP53,15,,Fabian,Hamilton,Male,Yes,Yes,415,23260,0.514978,-0.059755,736
+E14001322,E12000003,Leeds North West,,Yorkshire and The Humber,England,County,Social Democratic Party,SDP,PP243,32,,Kathy,Bushell,Female,No,No,,78,0.001567,,89608
+E14001322,E12000003,Leeds North West,,Yorkshire and The Humber,England,County,The Yorkshire Party,Yrks,PP2055,262,,Bob,Buxton,Male,No,No,,1024,0.020572,,5691
+E14001322,E12000003,Leeds North West,,Yorkshire and The Humber,England,County,Green,Green,PP63,44,,Mick,Bradley,Male,No,No,,3231,0.064909,0.042169,19076
+E14001322,E12000003,Leeds North West,,Yorkshire and The Humber,England,County,Liberal Democrat,LD,PP90,17,,Ryk,Downes,Male,No,No,,5641,0.113325,-0.034181,6095
+E14001322,E12000003,Leeds North West,,Yorkshire and The Humber,England,County,Reform UK,RUK,PP7931,1036,,Jayne,Bond,Female,No,No,,5935,0.119232,0.106137,117767
+E14001322,E12000003,Leeds North West,,Yorkshire and The Humber,England,County,Conservative,Con,PP52,4,,Thomas,Averre,Male,No,No,,10986,0.220704,-0.198016,89854
+E14001322,E12000003,Leeds North West,,Yorkshire and The Humber,England,County,Labour,Lab,PP53,15,,Katie,White,Female,No,No,5260,22882,0.45969,0.076913,116578
+E14001323,E12000003,Leeds South,,Yorkshire and The Humber,England,Borough,Independent,Ind,,8,,Niko,Omilana,Male,No,No,,277,0.008744,,117305
+E14001323,E12000003,Leeds South,,Yorkshire and The Humber,England,Borough,Christian Peoples Alliance Party,CPA,PP79,80,,Janet,Bickerdike,Female,No,No,,341,0.010765,,117053
+E14001323,E12000003,Leeds South,,Yorkshire and The Humber,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Muhammad,Azeem,Male,No,No,,719,0.022697,,117303
+E14001323,E12000003,Leeds South,,Yorkshire and The Humber,England,Borough,Liberal Democrat,LD,PP90,17,,George,Sykes,Male,No,No,,1340,0.042301,-0.00214,87553
+E14001323,E12000003,Leeds South,,Yorkshire and The Humber,England,Borough,Social Democratic Party,SDP,PP243,32,,Daniel,Whetstone,Male,No,No,,1874,0.059158,0.052661,49445
+E14001323,E12000003,Leeds South,,Yorkshire and The Humber,England,Borough,Conservative,Con,PP52,4,,Karen,Cooksley,Female,No,No,,4172,0.1317,-0.131358,117072
+E14001323,E12000003,Leeds South,,Yorkshire and The Humber,England,Borough,Green,Green,PP63,44,,Ed,Carlisle,Male,No,No,,5838,0.184292,0.146488,18712
+E14001323,E12000003,Leeds South,,Yorkshire and The Humber,England,Borough,Labour,Lab,PP53,15,,Hilary,Benn,Male,Yes,Yes,413,17117,0.540343,-0.043786,738
+E14001324,E12000003,Leeds South West and Morley,,Yorkshire and The Humber,England,Borough,Social Democratic Party,SDP,PP243,32,,Nigel,Perry,Male,No,No,,99,0.002462,,72846
+E14001324,E12000003,Leeds South West and Morley,,Yorkshire and The Humber,England,Borough,The Yorkshire Party,Yrks,PP2055,262,,Howard,Dews,Male,No,No,,664,0.016514,,75920
+E14001324,E12000003,Leeds South West and Morley,,Yorkshire and The Humber,England,Borough,Liberal Democrat,LD,PP90,17,,Michael,Fox,Male,No,No,,1798,0.044716,0.017034,47010
+E14001324,E12000003,Leeds South West and Morley,,Yorkshire and The Humber,England,Borough,Green,Green,PP63,44,,Chris,Bell,Male,No,No,,2522,0.062722,0.029696,18822
+E14001324,E12000003,Leeds South West and Morley,,Yorkshire and The Humber,England,Borough,Reform UK,RUK,PP7931,1036,,James,Kendall,Male,No,No,,8187,0.203611,0.185722,110019
+E14001324,E12000003,Leeds South West and Morley,,Yorkshire and The Humber,England,Borough,Conservative,Con,PP52,4,,Andrea,Jenkyns,Female,Yes,Yes,4490,9258,0.230247,-0.301059,4210
+E14001324,E12000003,Leeds South West and Morley,,Yorkshire and The Humber,England,Borough,Labour,Lab,PP53,15,,Mark,Sewards,Male,No,No,5166,17681,0.439727,0.071579,34406
+E14001325,E12000003,Leeds West and Pudsey,,Yorkshire and The Humber,England,Borough,Social Democratic Party,SDP,PP243,32,,Sasha,Watson,Female,No,No,,79,0.002052,0.001093,107214
+E14001325,E12000003,Leeds West and Pudsey,,Yorkshire and The Humber,England,Borough,The Yorkshire Party,Yrks,PP2055,262,,Darren,Longhorn,Male,No,No,,404,0.010495,,65849
+E14001325,E12000003,Leeds West and Pudsey,,Yorkshire and The Humber,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Jamal,El Kheir,Male,No,No,,633,0.016444,,117734
+E14001325,E12000003,Leeds West and Pudsey,,Yorkshire and The Humber,England,Borough,Liberal Democrat,LD,PP90,17,,Dan,Walker,Male,No,No,,1743,0.04528,0.00886,36971
+E14001325,E12000003,Leeds West and Pudsey,,Yorkshire and The Humber,England,Borough,Green,Green,PP63,44,,Ann,Forsaith,Female,No,No,,3794,0.098561,0.084239,34529
+E14001325,E12000003,Leeds West and Pudsey,,Yorkshire and The Humber,England,Borough,Reform UK,RUK,PP7931,1036,,Andrea,Whitehead,Female,No,No,,6281,0.163168,0.135441,107224
+E14001325,E12000003,Leeds West and Pudsey,,Yorkshire and The Humber,England,Borough,Conservative,Con,PP52,4,,Lee,Farmer,Male,No,No,,6584,0.17104,-0.251263,87561
+E14001325,E12000003,Leeds West and Pudsey,,Yorkshire and The Humber,England,Borough,Labour,Lab,PP53,15,,Rachel,Reeves,Female,Yes,Yes,4031,18976,0.49296,0.008887,1299
+E14001326,E12000004,Leicester East,,East Midlands,England,Borough,Independent,Ind,,8,,Khandu,Patel,Male,No,No,,115,0.002462,,117721
+E14001326,E12000004,Leicester East,,East Midlands,England,Borough,Independent,Ind,,8,,Nagarjun,Agath,Male,No,No,,703,0.015049,,99110
+E14001326,E12000004,Leicester East,,East Midlands,England,Borough,Independent,Ind,,8,,Malihah,Adam,Female,No,No,,974,0.02085,,117720
+E14001326,E12000004,Leicester East,,East Midlands,England,Borough,Green,Green,PP63,44,,Mags,Lewis,Female,No,No,,2143,0.045875,0.028089,34416
+E14001326,E12000004,Leicester East,,East Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Raj,Solanki,Male,No,No,,2611,0.055893,0.03081,76568
+E14001326,E12000004,Leicester East,,East Midlands,England,Borough,One Leicester,OL,PP15315,1101,,Keith,Vaz,Male,No,Yes,338,3681,0.078799,,427
+E14001326,E12000004,Leicester East,,East Midlands,England,Borough,Independent,Ind,,8,,Claudia,Webbe,Female,Yes,Yes,4848,5532,0.118423,,47837
+E14001326,E12000004,Leicester East,,East Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,Zuffar,Haq,Male,No,No,,6329,0.135484,0.079182,3982
+E14001326,E12000004,Leicester East,,East Midlands,England,Borough,Labour,Lab,PP53,15,,Rajesh,Agrawal,Male,No,No,,10100,0.216209,-0.292974,115898
+E14001326,E12000004,Leicester East,,East Midlands,England,Borough,Conservative,Con,PP52,4,,Shivani,Raja,Female,No,No,5068,14526,0.310956,-0.07387,116876
+E14001327,E12000004,Leicester South,,East Midlands,England,Borough,Monster Raving Loony Party,MRLP,PP66,119,,Ezechiel,Adlore,Male,No,No,,189,0.004518,,117238
+E14001327,E12000004,Leicester South,,East Midlands,England,Borough,Communist Party of Britain,Comm,PP78,76,,Ann,Green,Female,No,No,,279,0.006669,,99209
+E14001327,E12000004,Leicester South,,East Midlands,England,Borough,Independent,Ind,,8,,Osman,Admani,Male,No,No,,329,0.007864,,117239
+E14001327,E12000004,Leicester South,,East Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,Carol,Weaver,Female,No,No,,1425,0.034061,-0.009174,64319
+E14001327,E12000004,Leicester South,,East Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Craig,Harwood,Male,No,No,,2470,0.059039,0.035885,113369
+E14001327,E12000004,Leicester South,,East Midlands,England,Borough,Green,Green,PP63,44,,Sharmen,Rahman,Female,No,No,,3826,0.09145,0.058087,65836
+E14001327,E12000004,Leicester South,,East Midlands,England,Borough,Conservative,Con,PP52,4,,Gerri,Hickton,Female,No,No,,4820,0.115209,-0.103133,59113
+E14001327,E12000004,Leicester South,,East Midlands,England,Borough,Labour,Lab,PP53,15,,Jonathan,Ashworth,Male,Yes,Yes,4244,13760,0.328895,-0.353011,5545
+E14001327,E12000004,Leicester South,,East Midlands,England,Borough,Independent,Ind,,8,,Shockat,Adam,Male,No,No,5120,14739,0.352296,,113373
+E14001328,E12000004,Leicester West,,East Midlands,England,Borough,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,Steve,Score,Male,No,No,,317,0.008956,,3711
+E14001328,E12000004,Leicester West,,East Midlands,England,Borough,One Leicester,OL,PP15315,1101,,Rahoul,Naik,Male,No,No,,327,0.009238,,116903
+E14001328,E12000004,Leicester West,,East Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,Benjamin,Feist,Male,No,No,,2179,0.061559,-0.0056,98997
+E14001328,E12000004,Leicester West,,East Midlands,England,Borough,Green,Green,PP63,44,,Aasiya,Bora,Female,No,No,,4089,0.115518,0.08725,64089
+E14001328,E12000004,Leicester West,,East Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Ian,Hayes,Male,No,No,,5666,0.16007,0.114986,23557
+E14001328,E12000004,Leicester West,,East Midlands,England,Borough,Conservative,Con,PP52,4,,Max,Chauhan,Male,No,No,,7021,0.19835,-0.168148,39873
+E14001328,E12000004,Leicester West,,East Midlands,England,Borough,Labour,Lab,PP53,15,,Liz,Kendall,Female,Yes,Yes,4026,15798,0.446309,-0.046682,1292
+E14001329,E12000002,Leigh and Atherton,,North West,England,Borough,English Democrats,ED,PP17,90,,Craig,Buckley,Male,No,No,,376,0.009133,,51068
+E14001329,E12000002,Leigh and Atherton,,North West,England,Borough,Liberal Democrat,LD,PP90,17,,Stuart,Thomas,Male,No,No,,1597,0.03879,-0.007074,15034
+E14001329,E12000002,Leigh and Atherton,,North West,England,Borough,Green,Green,PP63,44,,Amelia,Jones,Female,No,No,,1653,0.040151,0.036673,106883
+E14001329,E12000002,Leigh and Atherton,,North West,England,Borough,Conservative,Con,PP52,4,,Michael,Winstanley,Male,No,No,,6483,0.157469,-0.280848,2247
+E14001329,E12000002,Leigh and Atherton,,North West,England,Borough,Reform UK,RUK,PP7931,1036,,George,Woodward,Male,No,No,,11090,0.269371,0.21129,116152
+E14001329,E12000002,Leigh and Atherton,,North West,England,Borough,Labour and Co-operative,Lab,PP53,15,PP119,Jo,Platt,Female,No,Yes,4673,19971,0.485086,0.053386,13928
+E14001330,E12000008,Lewes,,South East,England,County,Social Democratic Party,SDP,PP243,32,,Rowena,Easton,Female,No,No,,229,0.004307,,117726
+E14001330,E12000008,Lewes,,South East,England,County,Green,Green,PP63,44,,Paul,Keene,Male,No,No,,1869,0.035149,0.006596,80627
+E14001330,E12000008,Lewes,,South East,England,County,Labour,Lab,PP53,15,,Danny,Sweeney,Male,No,No,,3574,0.067215,-0.003494,39844
+E14001330,E12000008,Lewes,,South East,England,County,Reform UK,RUK,PP7931,1036,,Bernard,Brown,Male,No,No,,6335,0.119139,0.116944,80769
+E14001330,E12000008,Lewes,,South East,England,County,Conservative,Con,PP52,4,,Maria,Caulfield,Female,Yes,Yes,4492,14271,0.268388,-0.216984,897
+E14001330,E12000008,Lewes,,South East,England,County,Liberal Democrat,LD,PP90,17,,James,MacCleary,Male,No,No,5265,26895,0.505802,0.094665,5515
+E14001331,E12000007,Lewisham East,,London,England,Borough,Shared Ground,SG,PP1912,1111,,Richard,Galloway,Male,No,No,,96,0.002362379,0.001294733,72343
+E14001331,E12000007,Lewisham East,,London,England,Borough,Christian Peoples Alliance Party,CPA,PP79,80,,Maureen,Martin,Female,No,No,,404,0.009941679,0.00402692,7412
+E14001331,E12000007,Lewisham East,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Steph,Koffi,Male,No,No,,577,0.014198883,,117354
+E14001331,E12000007,Lewisham East,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Callum,Littlemore,Male,No,No,,2471,0.060806654,-0.04032078,11577
+E14001331,E12000007,Lewisham East,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Ruth,Handyside,Female,No,No,,3469,0.085365554,0.059485554,89475
+E14001331,E12000007,Lewisham East,,London,England,Borough,Conservative,Con,PP52,4,,Louise,Brice,Female,No,No,,4401,0.108300317,-0.091669788,61626
+E14001331,E12000007,Lewisham East,,London,England,Borough,Green,Green,PP63,44,,Mike,Herron,Male,No,No,,5573,0.137141029,0.101844651,109141
+E14001331,E12000007,Lewisham East,,London,England,Borough,Labour,Lab,PP53,15,,Janet,Daby,Female,Yes,Yes,4698,23646,0.581883505,-0.044696611,45229
+E14001332,E12000007,Lewisham North,,London,England,Borough,Alliance for Green Socialism,AGS,PP67,97,,John,Lloyd,Male,No,No,,119,0.002694,0.001291,35022
+E14001332,E12000007,Lewisham North,,London,England,Borough,Communist Party of Britain,Comm,PP78,76,,Oliver,Snelling,Male,No,No,,211,0.004777,,116723
+E14001332,E12000007,Lewisham North,,London,England,Borough,Independent,Ind,,8,,Julia,Tilford,Female,No,No,,243,0.005502,,117288
+E14001332,E12000007,Lewisham North,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Mian,Akbar,Male,No,No,,457,0.010347,,113745
+E14001332,E12000007,Lewisham North,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Edward,Powell,Male,No,No,,2000,0.045283,0.029271,117287
+E14001332,E12000007,Lewisham North,,London,England,Borough,Conservative,Con,PP52,4,,Nupur,Majumdar,Female,No,No,,2701,0.061154,-0.060915,91726
+E14001332,E12000007,Lewisham North,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Jean,Branch,Female,No,No,,3284,0.074354,-0.036744,111462
+E14001332,E12000007,Lewisham North,,London,England,Borough,Green,Green,PP63,44,,Adam,Pugh,Male,No,No,,9685,0.219281,0.166777,111463
+E14001332,E12000007,Lewisham North,,London,England,Borough,Labour,Lab,PP53,15,,Vicky,Foxcroft,Female,Yes,Yes,4491,25467,0.576607,-0.117735,4372
+E14001333,E12000007,Lewisham West and East Dulwich,,London,England,Borough,Christian Peoples Alliance Party,CPA,PP79,80,,Katherine,Hortense,Female,No,No,,303,0.006528,0.00192,34807
+E14001333,E12000007,Lewisham West and East Dulwich,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Gwenton,Sloley,Male,No,No,,427,0.0092,,56089
+E14001333,E12000007,Lewisham West and East Dulwich,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Marian,Newton,Female,No,No,,2234,0.048132,0.030133,87040
+E14001333,E12000007,Lewisham West and East Dulwich,,London,England,Borough,Conservative,Con,PP52,4,,Christine,Wallace,Female,No,No,,3477,0.074913,-0.070265,89046
+E14001333,E12000007,Lewisham West and East Dulwich,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Josh,Matthews,Male,No,No,,3558,0.076658,-0.022161,70658
+E14001333,E12000007,Lewisham West and East Dulwich,,London,England,Borough,Green,Green,PP63,44,,Callum,Fowler,Male,No,No,,9009,0.194101,0.121241,116704
+E14001333,E12000007,Lewisham West and East Dulwich,,London,England,Borough,Labour,Lab,PP53,15,,Ellie,Reeves,Female,Yes,Yes,4620,27406,0.590468,-0.070069,34205
+E14001334,E12000007,Leyton and Wanstead,,London,England,Borough,Rejoin EU,REU,PP11423,1040,,Simon,Bezer,Male,No,No,,244,0.005579,,109396
+E14001334,E12000007,Leyton and Wanstead,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Mahtab,Aziz,Male,No,No,,1633,0.037341,,7331
+E14001334,E12000007,Leyton and Wanstead,,London,England,Borough,Reform UK,RUK,PP7931,1036,,David,Sandground,Male,No,No,,2475,0.056595,0.039487,93886
+E14001334,E12000007,Leyton and Wanstead,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Tara,Copeland,Female,No,No,,2815,0.064369,-0.04223,87711
+E14001334,E12000007,Leyton and Wanstead,,London,England,Borough,Independent,Ind,,8,,Shanell,Johnson,Female,No,No,,4173,0.095422,,92005
+E14001334,E12000007,Leyton and Wanstead,,London,England,Borough,Conservative,Con,PP52,4,,Gloria,Croxall,Female,No,No,,4846,0.110811,-0.087736,117071
+E14001334,E12000007,Leyton and Wanstead,,London,England,Borough,Green,Green,PP63,44,,Charlotte,Lafferty,Female,No,No,,6791,0.155287,0.117059,86674
+E14001334,E12000007,Leyton and Wanstead,,London,England,Borough,Labour,Lab,PP53,15,,Calvin,Bailey,Male,No,No,5054,20755,0.474595,-0.156183,116847
+E14001335,E12000005,Lichfield,,West Midlands,England,County,Independent,Ind,,8,,John,Madden,Male,No,No,,98,0.001996,,72457
+E14001335,E12000005,Lichfield,,West Midlands,England,County,Independent,Ind,,8,,Pete,Longman,Male,No,No,,322,0.006558,,77470
+E14001335,E12000005,Lichfield,,West Midlands,England,County,Green,Green,PP63,44,,Heather,McNeillis,Female,No,No,,1724,0.035109,0.002668,82631
+E14001335,E12000005,Lichfield,,West Midlands,England,County,Liberal Democrat,LD,PP90,17,,Paul,Ray,Male,No,No,,3572,0.072744,-0.032622,6568
+E14001335,E12000005,Lichfield,,West Midlands,England,County,Reform UK,RUK,PP7931,1036,,Richard,Howard,Male,No,No,,9734,0.198232,,116531
+E14001335,E12000005,Lichfield,,West Midlands,England,County,Conservative,Con,PP52,4,,Michael,Fabricant,Male,Yes,Yes,280,16422,0.334433,-0.306718,455
+E14001335,E12000005,Lichfield,,West Midlands,England,County,Labour,Lab,PP53,15,,Dave,Robertson,Male,No,No,5126,17232,0.350929,0.140712,64865
+E14001336,E12000004,Lincoln,,East Midlands,England,Borough,Social Democratic Party,SDP,PP243,32,,Craig,Marshall,Male,No,No,,80,0.001898,,115902
+E14001336,E12000004,Lincoln,,East Midlands,England,Borough,Independent,Ind,,8,,Laura,Ashby,Female,No,No,,243,0.005764,,81611
+E14001336,E12000004,Lincoln,,East Midlands,England,Borough,Liberal,Lib,PP54,16,,Charles,Shaw,Male,No,No,,278,0.006594,0.000589,17443
+E14001336,E12000004,Lincoln,,East Midlands,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Linda,Richardson,Female,No,No,,479,0.011361,,113382
+E14001336,E12000004,Lincoln,,East Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,Clare,Smalley,Female,No,No,,2580,0.061195,0.013357,14066
+E14001336,E12000004,Lincoln,,East Midlands,England,Borough,Green,Green,PP63,44,,Sally,Horscroft,Female,No,No,,2751,0.065251,0.041648,17516
+E14001336,E12000004,Lincoln,,East Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Jamie-Lee,McMillan,Male,No,No,,7602,0.180313,0.159001,74417
+E14001336,E12000004,Lincoln,,East Midlands,England,Borough,Conservative,Con,PP52,4,,Karl,McCartney,Male,Yes,Yes,4028,9677,0.22953,-0.24978,1886
+E14001336,E12000004,Lincoln,,East Midlands,England,Borough,Labour,Lab,PP53,15,,Hamish,Falconer,Male,No,No,5148,18470,0.438093,0.02819,115901
+E14001337,E12000002,Liverpool Garston,,North West,England,Borough,Workers Revolutionary Party,WRP,PP184,167,,Frank,Sweeney,Male,No,No,,112,0.002667,,4065
+E14001337,E12000002,Liverpool Garston,,North West,England,Borough,Independent,Ind,,8,,Jane,Lawrence,Female,No,No,,272,0.006477,,117205
+E14001337,E12000002,Liverpool Garston,,North West,England,Borough,Liberal,Lib,PP54,16,,Alan,Tormey,Male,No,No,,401,0.009549,0.002543,35929
+E14001337,E12000002,Liverpool Garston,,North West,England,Borough,Green,Green,PP63,44,,Muryam,Sheikh,Female,No,No,,2816,0.067059,0.040376,75454
+E14001337,E12000002,Liverpool Garston,,North West,England,Borough,Conservative,Con,PP52,4,,Daniel,Bowman,Male,No,No,,2943,0.070083,-0.046607,97531
+E14001337,E12000002,Liverpool Garston,,North West,England,Borough,Liberal Democrat,LD,PP90,17,,John,Hyland,Male,No,No,,3239,0.077132,-0.021736,108631
+E14001337,E12000002,Liverpool Garston,,North West,England,Borough,Liverpool Community Independents,LCI,PP14103,1095,,Sam,Gorst,Male,No,No,,3294,0.078442,,49621
+E14001337,E12000002,Liverpool Garston,,North West,England,Borough,Reform UK,RUK,PP7931,1036,,Kiera,Hubbard,Female,No,No,,4406,0.104922,0.055997,117204
+E14001337,E12000002,Liverpool Garston,,North West,England,Borough,Labour,Lab,PP53,15,,Maria,Eagle,Female,Yes,Yes,483,24510,0.583669,-0.11816,2234
+E14001338,E12000002,Liverpool Riverside,,North West,England,Borough,National Health Action Party,NHAP,PP1931,201,,Stephen,McNally,Male,No,No,,247,0.007628,,77165
+E14001338,E12000002,Liverpool Riverside,,North West,England,Borough,Liberal,Lib,PP54,16,,Sean,Weaver,Male,No,No,,256,0.007906,,97576
+E14001338,E12000002,Liverpool Riverside,,North West,England,Borough,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,Roger,Bannister,Male,No,No,,622,0.019209,,7684
+E14001338,E12000002,Liverpool Riverside,,North West,England,Borough,Conservative,Con,PP52,4,,Jane,Austin,Female,No,No,,1155,0.035669,-0.042061,105709
+E14001338,E12000002,Liverpool Riverside,,North West,England,Borough,Liberal Democrat,LD,PP90,17,,Rebecca,Turner,Female,No,No,,1544,0.047682,0.025615,73857
+E14001338,E12000002,Liverpool Riverside,,North West,England,Borough,Reform UK,RUK,PP7931,1036,,Gary,Hincks,Male,No,No,,3272,0.101047,0.075373,114260
+E14001338,E12000002,Liverpool Riverside,,North West,England,Borough,Green,Green,PP63,44,,Chris,Coughlan,Male,No,No,,5246,0.162009,0.138503,97872
+E14001338,E12000002,Liverpool Riverside,,North West,England,Borough,Labour,Lab,PP53,15,,Kim,Johnson,Female,Yes,Yes,4824,20039,0.618851,-0.232173,71862
+E14001339,E12000002,Liverpool Walton,,North West,England,Borough,Liberal,Lib,PP54,16,,Billy,Lake,Male,No,No,,452,0.012254,-0.001924,43538
+E14001339,E12000002,Liverpool Walton,,North West,England,Borough,Liberal Democrat,LD,PP90,17,,Sean,Cadwallader,Male,No,No,,945,0.025619,0.00287,114263
+E14001339,E12000002,Liverpool Walton,,North West,England,Borough,Conservative,Con,PP52,4,,Emma,Ware,Female,No,No,,1282,0.034756,-0.064211,73029
+E14001339,E12000002,Liverpool Walton,,North West,England,Borough,Green,Green,PP63,44,,Martyn,Madeley,Male,No,No,,2388,0.06474,0.046502,10222
+E14001339,E12000002,Liverpool Walton,,North West,England,Borough,Reform UK,RUK,PP7931,1036,,Joe,Doran,Male,No,No,,5787,0.156889,0.134548,116156
+E14001339,E12000002,Liverpool Walton,,North West,England,Borough,Labour,Lab,PP53,15,,Dan,Carden,Male,Yes,Yes,4651,26032,0.705742,-0.117785,34624
+E14001340,E12000002,Liverpool Wavertree,,North West,England,Borough,Independent,Ind,,8,,Joe,Owens,Male,No,No,,108,0.002713,,43501
+E14001340,E12000002,Liverpool Wavertree,,North West,England,Borough,Independent,Ind,,8,,Mohamed,El Gadhy,Male,No,No,,566,0.014216,,117392
+E14001340,E12000002,Liverpool Wavertree,,North West,England,Borough,Independent,Ind,,8,,Ann,San,Female,No,No,,1191,0.029913,,114269
+E14001340,E12000002,Liverpool Wavertree,,North West,England,Borough,Conservative,Con,PP52,4,,Charlotte,Eagar,Female,No,No,,1887,0.047394,-0.048319,117391
+E14001340,E12000002,Liverpool Wavertree,,North West,England,Borough,Liberal Democrat,LD,PP90,17,,Rob,McAllister-Bell,Male,No,No,,2759,0.069295,-0.010816,35917
+E14001340,E12000002,Liverpool Wavertree,,North West,England,Borough,Reform UK,RUK,PP7931,1036,,Adam,Heatherington,Male,No,No,,3454,0.086751,0.049892,6881
+E14001340,E12000002,Liverpool Wavertree,,North West,England,Borough,Green,Green,PP63,44,,Tom,Crone,Male,No,No,,6773,0.170112,0.108576,11
+E14001340,E12000002,Liverpool Wavertree,,North West,England,Borough,Labour,Lab,PP53,15,,Paula,Barker,Female,Yes,Yes,4828,23077,0.579606,-0.13644,71518
+E14001341,E12000002,Liverpool West Derby,,North West,England,Borough,Liberal Democrat,LD,PP90,17,,Kayleigh,Halpin,Female,No,No,,1276,0.033574,0.006348,108869
+E14001341,E12000002,Liverpool West Derby,,North West,England,Borough,Conservative,Con,PP52,4,,Charlotte,Duthie,Female,No,No,,1566,0.041204,-0.044866,39576
+E14001341,E12000002,Liverpool West Derby,,North West,England,Borough,Liberal,Lib,PP54,16,,Steve,Radford,Male,No,No,,2336,0.061464,0.02232,2480
+E14001341,E12000002,Liverpool West Derby,,North West,England,Borough,Green,Green,PP63,44,,Maria,Coughlan,Female,No,No,,2647,0.069647,0.050182,76659
+E14001341,E12000002,Liverpool West Derby,,North West,England,Borough,Reform UK,RUK,PP7931,1036,,Jack,Boyd,Male,No,No,,4879,0.128374,0.079219,58128
+E14001341,E12000002,Liverpool West Derby,,North West,England,Borough,Labour,Lab,PP53,15,,Ian,Byrne,Male,Yes,Yes,4831,25302,0.665737,-0.113203,42810
+S14000095,S92000003,Livingston,,Scotland,Scotland,County,Alba Party,Alba,PP12700,1034,,Debbie,Ewen,Female,No,No,,545,0.012154,,95434
+S14000095,S92000003,Livingston,,Scotland,Scotland,County,Scottish Green Party,Green,PP130,1057,,Cameron,Glasgow,Male,No,No,,1704,0.038002,0.012177,71768
+S14000095,S92000003,Livingston,,Scotland,Scotland,County,Liberal Democrat,LD,PP90,17,,Caron,Lindsay,Female,No,No,,2025,0.045161,-0.016885,22431
+S14000095,S92000003,Livingston,,Scotland,Scotland,County,Conservative,Con,PP52,4,,Damian,Doran-Timson,Male,No,No,,3469,0.077364,-0.141908,22451
+S14000095,S92000003,Livingston,,Scotland,Scotland,County,Reform UK,RUK,PP7931,1036,,David,McLennan,Male,No,No,,3977,0.088693,,116247
+S14000095,S92000003,Livingston,,Scotland,Scotland,County,Scottish National Party,SNP,PP102,29,,Hannah,Bardell,Female,Yes,Yes,4486,14796,0.329973,-0.142577,6063
+S14000095,S92000003,Livingston,,Scotland,Scotland,County,Labour,Lab,PP53,15,,Gregor,Poynton,Male,No,No,5167,18324,0.408653,0.188346,116246
+W07000098,W92000004,Llanelli,,Wales,Wales,County,UK Independence Party,UKIP,PP85,35,,Stan,Robinson,Male,No,No,,600,0.014726,,25588
+W07000098,W92000004,Llanelli,,Wales,Wales,County,Green,Green,PP63,44,,Karen,Laurence,Female,No,No,,1106,0.027145,,23672
+W07000098,W92000004,Llanelli,,Wales,Wales,County,Liberal Democrat,LD,PP90,17,,Chris,Passmore,Male,No,No,,1254,0.030778,,89463
+W07000098,W92000004,Llanelli,,Wales,Wales,County,Conservative,Con,PP52,4,,Charlie,Evans,Male,No,No,,4275,0.104923,-0.201807,27973
+W07000098,W92000004,Llanelli,,Wales,Wales,County,Plaid Cymru,PC,PP77,22,,Rhodri,Davies,Male,No,No,,9511,0.233433,0.022005,116486
+W07000098,W92000004,Llanelli,,Wales,Wales,County,Reform UK,RUK,PP7931,1036,,Gareth,Beer,Male,No,No,,11247,0.276041,0.187346,75545
+W07000098,W92000004,Llanelli,,Wales,Wales,County,Labour,Lab,PP53,15,,Nia,Griffith,Female,Yes,Yes,1541,12751,0.312954,-0.080193,248
+S14000096,S92000003,Lothian East,,Scotland,Scotland,County,Alba Party,Alba,PP12700,1034,,George,Kerevan,Male,No,Yes,4416,557,0.01158,,838
+S14000096,S92000003,Lothian East,,Scotland,Scotland,County,Scottish Green Party,Green,PP130,1057,,Shona,McIntosh,Female,No,No,,2477,0.051495,,84830
+S14000096,S92000003,Lothian East,,Scotland,Scotland,County,Liberal Democrat,LD,PP90,17,,Duncan,Dunlop,Male,No,No,,2649,0.05507,-0.007812,116881
+S14000096,S92000003,Lothian East,,Scotland,Scotland,County,Reform UK,RUK,PP7931,1036,,Robert,Davies,Male,No,No,,3039,0.063178,,116249
+S14000096,S92000003,Lothian East,,Scotland,Scotland,County,Conservative,Con,PP52,4,,Scott,Hamilton,Male,No,No,,5535,0.115068,-0.159781,19827
+S14000096,S92000003,Lothian East,,Scotland,Scotland,County,Scottish National Party,SNP,PP102,29,,Lyn,Jardine,Female,No,No,,10290,0.21392,-0.134091,84818
+S14000096,S92000003,Lothian East,,Scotland,Scotland,County,Labour and Co-operative,Lab,PP53,15,PP119,Douglas,Alexander,Male,No,Yes,632,23555,0.489689,0.185141,1814
+E14001342,E12000004,Loughborough,,East Midlands,England,County,Liberal Democrat,LD,PP90,17,,Ian,Sharpe,Male,No,No,,2561,0.060602,-0.015662,23553
+E14001342,E12000004,Loughborough,,East Midlands,England,County,Green,Green,PP63,44,,Hans,Zollinger-Ball,Male,No,No,,2956,0.06995,0.04394,102332
+E14001342,E12000004,Loughborough,,East Midlands,England,County,Reform UK,RUK,PP7931,1036,,Andy,McWilliam,Male,No,No,,7204,0.170473,,4822
+E14001342,E12000004,Loughborough,,East Midlands,England,County,Conservative,Con,PP52,4,,Jane,Hunt,Female,Yes,Yes,4839,12289,0.290802,-0.214809,3156
+E14001342,E12000004,Loughborough,,East Midlands,England,County,Labour,Lab,PP53,15,,Jeevun,Sandher,Male,No,No,5259,17249,0.408173,0.020612,115904
+E14001343,E12000004,Louth and Horncastle,,East Midlands,England,County,Social Democratic Party,SDP,PP243,32,,Marcus,Moorehouse,Male,No,No,,92,0.001979,,115905
+E14001343,E12000004,Louth and Horncastle,,East Midlands,England,County,Monster Raving Loony Party,MRLP,PP66,119,,Iconic,Arty-Pole,Male,No,No,,309,0.006648,-0.013849,8198
+E14001343,E12000004,Louth and Horncastle,,East Midlands,England,County,Independent,Ind,,8,,Paul,Hugill,Male,No,No,,1359,0.029239,,117744
+E14001343,E12000004,Louth and Horncastle,,East Midlands,England,County,Liberal Democrat,LD,PP90,17,,Ross,Pepper,Male,No,No,,2364,0.050862,-0.027005,5555
+E14001343,E12000004,Louth and Horncastle,,East Midlands,England,County,Green,Green,PP63,44,,Robert,Watson,Male,No,No,,2504,0.053874,,101322
+E14001343,E12000004,Louth and Horncastle,,East Midlands,England,County,Labour,Lab,PP53,15,,Jonathan,Slater,Male,No,No,,10475,0.225371,0.048275,536
+E14001343,E12000004,Louth and Horncastle,,East Midlands,England,County,Reform UK,RUK,PP7931,1036,,Sean,Matthews,Male,No,No,,11935,0.256783,,61973
+E14001343,E12000004,Louth and Horncastle,,East Midlands,England,County,Conservative,Con,PP52,4,,Victoria,Atkins,Female,Yes,Yes,4399,17441,0.375245,-0.349295,4893
+E14001344,E12000006,Lowestoft,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Adam,Robertson,Male,No,No,,1489,0.035602,-0.015802,31158
+E14001344,E12000006,Lowestoft,,East of England,England,County,Green,Green,PP63,44,,Toby,Hammond,Male,No,No,,3095,0.074001,0.021958,98351
+E14001344,E12000006,Lowestoft,,East of England,England,County,Reform UK,RUK,PP7931,1036,,June,Mummery,Female,No,No,,10328,0.24694,,70547
+E14001344,E12000006,Lowestoft,,East of England,England,County,Conservative,Con,PP52,4,,Peter,Aldous,Male,Yes,Yes,4069,12448,0.297628,-0.311546,1808
+E14001344,E12000006,Lowestoft,,East of England,England,County,Labour,Lab,PP53,15,,Jess,Asato,Female,No,No,5156,14464,0.34583,0.063849,4395
+E14001345,E12000006,Luton North,,East of England,England,Borough,Social Democratic Party,SDP,PP243,32,,Paul,Trathen,Male,No,No,,98,0.002529,,116854
+E14001345,E12000006,Luton North,,East of England,England,Borough,Liberal Democrat,LD,PP90,17,,Sean,Prendergast,Male,No,No,,1890,0.04878,0.002515,20011
+E14001345,E12000006,Luton North,,East of England,England,Borough,Green,Green,PP63,44,,Ejel,Khan,Male,No,No,,1940,0.050071,0.031412,116705
+E14001345,E12000006,Luton North,,East of England,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Waheed,Akbar,Male,No,No,,3914,0.101019,,61183
+E14001345,E12000006,Luton North,,East of England,England,Borough,Independent,Ind,,8,,Toqueer,Shah,Male,No,No,,4393,0.113382,,117271
+E14001345,E12000006,Luton North,,East of England,England,Borough,Reform UK,RUK,PP7931,1036,,James,Fletcher,Male,No,No,,4666,0.120428,0.090847,107228
+E14001345,E12000006,Luton North,,East of England,England,Borough,Conservative,Con,PP52,4,,Jilleane,Brown,Female,No,No,,7167,0.184979,-0.157587,105836
+E14001345,E12000006,Luton North,,East of England,England,Borough,Labour,Lab,PP53,15,,Sarah,Owen,Female,Yes,Yes,4777,14677,0.37881,-0.159764,4350
+E14001346,E12000006,Luton South and South Bedfordshire,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Dominic,Griffiths,Male,No,No,,2400,0.062529,0.05754,47581
+E14001346,E12000006,Luton South and South Bedfordshire,,East of England,England,County,Green,Green,PP63,44,,Edward,Carpenter,Male,No,No,,2401,0.062555,0.035926,12459
+E14001346,E12000006,Luton South and South Bedfordshire,,East of England,England,County,Workers Party of Britain,WPB,PP11382,1042,,Yasin,Rehman,Male,No,No,,3110,0.081028,,5841
+E14001346,E12000006,Luton South and South Bedfordshire,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Norman,Maclean,Male,No,No,,4759,0.12399,0.090797,105894
+E14001346,E12000006,Luton South and South Bedfordshire,,East of England,England,County,Independent,Ind,,8,,Attiq,Malik,Male,No,No,,5384,0.140274,,7417
+E14001346,E12000006,Luton South and South Bedfordshire,,East of England,England,County,Conservative,Con,PP52,4,,Mark,Versallion,Male,No,No,,6735,0.175473,-0.176545,67558
+E14001346,E12000006,Luton South and South Bedfordshire,,East of England,England,County,Labour,Lab,PP53,15,,Rachel,Hopkins,Female,Yes,Yes,4873,13593,0.35415,-0.132368,61165
+E14001347,E12000002,Macclesfield,,North West,England,County,Social Democratic Party,SDP,PP243,32,,Dickie,Fletcher,Male,No,No,,222,0.004205,,116159
+E14001347,E12000002,Macclesfield,,North West,England,County,Independent,Ind,,8,,Christopher,Wellavize,Male,No,No,,779,0.014756,,116648
+E14001347,E12000002,Macclesfield,,North West,England,County,Liberal Democrat,LD,PP90,17,,Neil,Christian,Male,No,No,,2482,0.047015,-0.058504,5632
+E14001347,E12000002,Macclesfield,,North West,England,County,Green,Green,PP63,44,,Amanda,Iremonger,Female,No,No,,2493,0.047223,0.00434,106995
+E14001347,E12000002,Macclesfield,,North West,England,County,Reform UK,RUK,PP7931,1036,,Steve,Broadhurst,Male,No,No,,6592,0.124867,,358
+E14001347,E12000002,Macclesfield,,North West,England,County,Conservative,Con,PP52,4,,David,Rutley,Male,Yes,Yes,4033,15552,0.29459,-0.230629,2806
+E14001347,E12000002,Macclesfield,,North West,England,County,Labour,Lab,PP53,15,,Tim,Roca,Male,No,No,5287,24672,0.467344,0.140966,5997
+E14001348,E12000008,Maidenhead,,South East,England,County,Independent,Ind,,8,,Qazi,Irshad,Male,No,No,,431,0.008564,,117500
+E14001348,E12000008,Maidenhead,,South East,England,County,Social Democratic Party,SDP,PP243,32,,Tim,Burt,Male,No,No,,518,0.010292,,116332
+E14001348,E12000008,Maidenhead,,South East,England,County,Independent,Ind,,8,,George,Wright,Male,No,No,,791,0.015717,,117501
+E14001348,E12000008,Maidenhead,,South East,England,County,Green,Green,PP63,44,,Andrew,Cooney,Male,No,No,,1996,0.039659,0.002007,116333
+E14001348,E12000008,Maidenhead,,South East,England,County,Labour,Lab,PP53,15,,Jo,Smith,Female,No,No,,5766,0.114566,-0.035726,114904
+E14001348,E12000008,Maidenhead,,South East,England,County,Conservative,Con,PP52,4,,Tania,Mathias,Female,No,Yes,4404,18932,0.376165,-0.197803,4240
+E14001348,E12000008,Maidenhead,,South East,England,County,Liberal Democrat,LD,PP90,17,,Joshua,Reynolds,Male,No,No,5343,21895,0.435037,0.19695,49584
+E14001349,E12000008,Maidstone and Malling,,South East,England,County,British Democratic Party,BDP,PP1765,200,,Gary,Butler,Male,No,No,,156,0.003363,,23
+E14001349,E12000008,Maidstone and Malling,,South East,England,County,Independent,Ind,,8,,Yolande,Kenward,Female,No,No,,197,0.004247,,28382
+E14001349,E12000008,Maidstone and Malling,,South East,England,County,Green,Green,PP63,44,,Stuart,Jeffery,Male,No,No,,3727,0.080342,0.041902,2111
+E14001349,E12000008,Maidstone and Malling,,South East,England,County,Liberal Democrat,LD,PP90,17,,David,Naghi,Male,No,No,,6375,0.137425,-0.048929,2759
+E14001349,E12000008,Maidstone and Malling,,South East,England,County,Reform UK,RUK,PP7931,1036,,Paul,Thomas,Male,No,No,,9316,0.200823,,94123
+E14001349,E12000008,Maidstone and Malling,,South East,England,County,Labour,Lab,PP53,15,,Maureen,Cleator,Female,No,No,,12472,0.268857,0.084977,12169
+E14001349,E12000008,Maidstone and Malling,,South East,England,County,Conservative,Con,PP52,4,,Helen,Grant,Female,Yes,Yes,4018,14146,0.304943,-0.279063,2107
+E14001350,E12000002,Makerfield,,North West,England,Borough,English Democrats,ED,PP17,90,,Thomas,Bryer,Male,No,No,,368,0.00914,,116933
+E14001350,E12000002,Makerfield,,North West,England,Borough,Green,Green,PP63,44,,Maria,Deery,Female,No,No,,1776,0.04411,0.018278,106832
+E14001350,E12000002,Makerfield,,North West,England,Borough,Liberal Democrat,LD,PP90,17,,John,Skipworth,Male,No,No,,2735,0.067928,0.020053,5637
+E14001350,E12000002,Makerfield,,North West,England,Borough,Conservative,Con,PP52,4,,Simon,Finkelstein,Male,No,No,,4379,0.10876,-0.234122,117150
+E14001350,E12000002,Makerfield,,North West,England,Borough,Reform UK,RUK,PP7931,1036,,Robert,Kenyon,Male,No,No,,12803,0.317984,0.187229,98226
+E14001350,E12000002,Makerfield,,North West,England,Borough,Labour,Lab,PP53,15,,Josh,Simons,Male,No,No,5060,18202,0.452078,-0.000579,78531
+E14001351,E12000006,Maldon,,East of England,England,County,Green,Green,PP63,44,,Isobel,Doubleday,Female,No,No,,2300,0.046147,0.01168,104257
+E14001351,E12000006,Maldon,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Simon,Burwood,Male,No,No,,5882,0.118015,0.001227,85029
+E14001351,E12000006,Maldon,,East of England,England,County,Labour,Lab,PP53,15,,Onike,Gollo,Female,No,No,,9817,0.196966,0.070533,83406
+E14001351,E12000006,Maldon,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Pamela,Walford,Female,No,No,,12468,0.250155,,62299
+E14001351,E12000006,Maldon,,East of England,England,County,Conservative,Con,PP52,4,,John,Whittingdale,Male,Yes,Yes,39,19374,0.388716,-0.333595,765
+E14001352,E12000002,Manchester Central,,North West,England,Borough,Independent,Ind,,8,,Albati,Kalonda,Female,No,No,,59,0.001485,,117841
+E14001352,E12000002,Manchester Central,,North West,England,Borough,Communist Future,CF,PP17412,1080,,Caitriona,Rylance,Female,No,No,,131,0.003298,,117945
+E14001352,E12000002,Manchester Central,,North West,England,Borough,Independent,Ind,,8,,Sabeena,Khan,Female,No,No,,202,0.005085,,117842
+E14001352,E12000002,Manchester Central,,North West,England,Borough,Social Democratic Party,SDP,PP243,32,,Sebastian,Moore,Male,No,No,,240,0.006042,,116161
+E14001352,E12000002,Manchester Central,,North West,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Parham,Hashemi,Male,No,No,,1888,0.047527,,116679
+E14001352,E12000002,Manchester Central,,North West,England,Borough,Conservative,Con,PP52,4,,Scott,Smith,Male,No,No,,2823,0.071064,-0.138917,43105
+E14001352,E12000002,Manchester Central,,North West,England,Borough,Liberal Democrat,LD,PP90,17,,Chris,Northwood,Female,No,No,,3051,0.076803,0.016304,75338
+E14001352,E12000002,Manchester Central,,North West,England,Borough,Reform UK,RUK,PP7931,1036,,David,Brown,Male,No,No,,4760,0.119824,0.075481,117840
+E14001352,E12000002,Manchester Central,,North West,England,Borough,Green,Green,PP63,44,,Ekua,Bayunu,Female,No,No,,6387,0.16078,0.132149,81206
+E14001352,E12000002,Manchester Central,,North West,England,Borough,Labour and Co-operative,Lab,PP53,15,PP119,Lucy,Powell,Female,Yes,Yes,4263,20184,0.508093,-0.14581,1570
+E14001353,E12000002,Manchester Rusholme,,North West,England,Borough,Communist League Election Campaign,Comm L,PP12791,77,,Peter,Clifford,Male,No,No,,167,0.005752,,14797
+E14001353,E12000002,Manchester Rusholme,,North West,England,Borough,Independent,Ind,,8,,Faraz,Bhatti,Male,No,No,,342,0.01178,,117835
+E14001353,E12000002,Manchester Rusholme,,North West,England,Borough,Reform UK,RUK,PP7931,1036,,Joel,McGuigan,Male,No,No,,1313,0.045224,0.004849,117837
+E14001353,E12000002,Manchester Rusholme,,North West,England,Borough,Conservative,Con,PP52,4,,Alexandra,Marsanu,Female,No,No,,1678,0.057796,-0.03319,94240
+E14001353,E12000002,Manchester Rusholme,,North West,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Mohhamed,Bilal,Male,No,No,,3660,0.126063,,117836
+E14001353,E12000002,Manchester Rusholme,,North West,England,Borough,Green,Green,PP63,44,,Thirza,Asanga-Rae,Female,No,No,,6819,0.234871,0.192304,106414
+E14001353,E12000002,Manchester Rusholme,,North West,England,Borough,Labour,Lab,PP53,15,,Afzal,Khan,Male,Yes,Yes,4671,15054,0.518513,-0.267409,22549
+E14001354,E12000002,Manchester Withington,,North West,England,Borough,Social Democratic Party,SDP,PP243,32,,Wendy,Andrew,Female,No,No,,154,0.00369,,81228
+E14001354,E12000002,Manchester Withington,,North West,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Lizzie,Greenwood,Female,No,No,,1774,0.04251,,116740
+E14001354,E12000002,Manchester Withington,,North West,England,Borough,Reform UK,RUK,PP7931,1036,,Kaine,Williams,Male,No,No,,1961,0.046991,0.021506,117818
+E14001354,E12000002,Manchester Withington,,North West,England,Borough,Conservative,Con,PP52,4,,Sarah,Garcia De Bustos,Female,No,No,,2280,0.054636,-0.057968,117815
+E14001354,E12000002,Manchester Withington,,North West,England,Borough,Liberal Democrat,LD,PP90,17,,Richard,Kilpatrick,Male,No,No,,5412,0.129688,-0.027018,6225
+E14001354,E12000002,Manchester Withington,,North West,England,Borough,Green,Green,PP63,44,,Sam,Easterby-Smith,Male,No,No,,8084,0.193717,0.15325,81177
+E14001354,E12000002,Manchester Withington,,North West,England,Borough,Labour,Lab,PP53,15,,Jeff,Smith,Male,Yes,Yes,4456,22066,0.528768,-0.135971,4378
+E14001355,E12000004,Mansfield,,East Midlands,England,County,Independent,Ind,,8,,Zen,Bilas,Male,No,No,,85,0.002069,,55684
+E14001355,E12000004,Mansfield,,East Midlands,England,County,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,Karen,Seymour,Female,No,No,,123,0.002994,,6626
+E14001355,E12000004,Mansfield,,East Midlands,England,County,Independent,Ind,,8,,Wesley,Milligan,Male,No,No,,335,0.008153,,116991
+E14001355,E12000004,Mansfield,,East Midlands,England,County,Socialist Labour Party,SL,PP73,147,,Peter,Dean,Male,No,No,,423,0.010295,,76939
+E14001355,E12000004,Mansfield,,East Midlands,England,County,Liberal Democrat,LD,PP90,17,,Michael,Wyatt,Male,No,No,,799,0.019447,-0.013457,1969
+E14001355,E12000004,Mansfield,,East Midlands,England,County,Green,Green,PP63,44,,Phil,Shields,Male,No,No,,1326,0.032273,,25664
+E14001355,E12000004,Mansfield,,East Midlands,England,County,Reform UK,RUK,PP7931,1036,,Matthew,Warnes,Male,No,No,,9385,0.228418,,116839
+E14001355,E12000004,Mansfield,,East Midlands,England,County,Conservative,Con,PP52,4,,Ben,Bradley,Male,Yes,Yes,4663,12563,0.305766,-0.33761,20405
+E14001355,E12000004,Mansfield,,East Midlands,England,County,Labour,Lab,PP53,15,,Steve,Yemm,Male,No,No,5194,16048,0.390586,0.087497,113391
+E14001356,E12000009,Melksham and Devizes,,South West,England,County,Green,Green,PP63,44,,Catherine,Read,Female,No,No,,2229,0.043533,0.013908,80733
+E14001356,E12000009,Melksham and Devizes,,South West,England,County,Labour,Lab,PP53,15,,Kerry,Postlewhite,Female,No,No,,4587,0.089585,-0.030314,116411
+E14001356,E12000009,Melksham and Devizes,,South West,England,County,Reform UK,RUK,PP7931,1036,,Malcolm,Cupis,Male,No,No,,6726,0.131359,,116410
+E14001356,E12000009,Melksham and Devizes,,South West,England,County,Conservative,Con,PP52,4,,Michelle,Donelan,Female,Yes,Yes,4530,17630,0.344316,-0.233602,3938
+E14001356,E12000009,Melksham and Devizes,,South West,England,County,Liberal Democrat,LD,PP90,17,,Brian,Mathew,Male,No,No,5214,20031,0.391208,0.118648,1251
+E14001357,E12000004,Melton and Syston,,East Midlands,England,County,Rejoin EU,REU,PP11423,1040,,Matt,Shouler,Male,No,No,,288,0.006263,,116823
+E14001357,E12000004,Melton and Syston,,East Midlands,England,County,Alliance for Democracy and Freedom,ADF,PP10288,1075,,Teck,Khong,Male,No,No,,348,0.007568,,34582
+E14001357,E12000004,Melton and Syston,,East Midlands,England,County,Independent,Ind,,8,,Marilyn,Gordon,Female,No,No,,517,0.011243,,7236
+E14001357,E12000004,Melton and Syston,,East Midlands,England,County,Liberal Democrat,LD,PP90,17,,Andy,Konieczko,Male,No,No,,2547,0.055386,-0.021719,43364
+E14001357,E12000004,Melton and Syston,,East Midlands,England,County,Green,Green,PP63,44,,Alastair,McQuillan,Male,No,No,,3685,0.080133,0.024747,7071
+E14001357,E12000004,Melton and Syston,,East Midlands,England,County,Reform UK,RUK,PP7931,1036,,Pete,Morris,Male,No,No,,8945,0.194516,,82573
+E14001357,E12000004,Melton and Syston,,East Midlands,England,County,Labour,Lab,PP53,15,,Zafran,Khan,Male,No,No,,12130,0.263776,0.028841,63669
+E14001357,E12000004,Melton and Syston,,East Midlands,England,County,Conservative,Con,PP52,4,,Edward,Argar,Male,Yes,Yes,4362,17526,0.381116,-0.251458,5798
+E14001358,E12000005,Meriden and Solihull East,,West Midlands,England,County,Green,Green,PP63,44,,Shesh,Sheshabhatter,Male,No,No,,2929,0.066515,0.034554,81847
+E14001358,E12000005,Meriden and Solihull East,,West Midlands,England,County,Liberal Democrat,LD,PP90,17,,Sunny,Virk,Male,No,No,,3353,0.076144,-0.059429,11752
+E14001358,E12000005,Meriden and Solihull East,,West Midlands,England,County,Reform UK,RUK,PP7931,1036,,Malcolm,Sedgley,Male,No,No,,8753,0.198774,,97344
+E14001358,E12000005,Meriden and Solihull East,,West Midlands,England,County,Labour,Lab,PP53,15,,Sarah,Alan,Female,No,No,,12208,0.277234,0.068779,87785
+E14001358,E12000005,Meriden and Solihull East,,West Midlands,England,County,Conservative,Con,PP52,4,,Saqib,Bhatti,Male,Yes,Yes,4818,16792,0.381333,-0.242678,71880
+W07000099,W92000004,Merthyr Tydfil and Aberdare,,Wales,Wales,County,Communist Party of Britain,Comm,PP78,76,,Bob,Davenport,Male,No,No,,212,0.00602,,73905
+W07000099,W92000004,Merthyr Tydfil and Aberdare,,Wales,Wales,County,Independent,Ind,,8,,Lorezo,De Gregori,Male,No,No,,375,0.010649,,53517
+W07000099,W92000004,Merthyr Tydfil and Aberdare,,Wales,Wales,County,Workers Party of Britain,WPB,PP11382,1042,,Anthony,Cole,Male,No,No,,531,0.015079,,116487
+W07000099,W92000004,Merthyr Tydfil and Aberdare,,Wales,Wales,County,Green,Green,PP63,44,,Peter,Griffin,Male,No,No,,1231,0.034957,,70712
+W07000099,W92000004,Merthyr Tydfil and Aberdare,,Wales,Wales,County,Liberal Democrat,LD,PP90,17,,Jade,Smith,Female,No,No,,1276,0.036235,0.002968,24615
+W07000099,W92000004,Merthyr Tydfil and Aberdare,,Wales,Wales,County,Conservative,Con,PP52,4,,Amanda,Jenner,Female,No,No,,2687,0.076303,-0.129747,27058
+W07000099,W92000004,Merthyr Tydfil and Aberdare,,Wales,Wales,County,Plaid Cymru,PC,PP77,22,,Francis,Whitefoot,Male,No,No,,4768,0.135397,0.0539,87260
+W07000099,W92000004,Merthyr Tydfil and Aberdare,,Wales,Wales,County,Reform UK,RUK,PP7931,1036,,Gareth,Thomas,Male,No,No,,8344,0.236944,0.129743,117784
+W07000099,W92000004,Merthyr Tydfil and Aberdare,,Wales,Wales,County,Labour,Lab,PP53,15,,Gerald,Jones,Male,Yes,Yes,4501,15791,0.448417,-0.068727,5097
+W07000100,W92000004,Mid and South Pembrokeshire,,Wales,Wales,County,Women's Equality Party,WEP,PP2755,260,,Hanna,Andersen,Female,No,No,,254,0.005447,,117687
+W07000100,W92000004,Mid and South Pembrokeshire,,Wales,Wales,County,Independent,Ind,,8,,Vusi,Siphika,Male,No,No,,427,0.009157,,117688
+W07000100,W92000004,Mid and South Pembrokeshire,,Wales,Wales,County,Green,Green,PP63,44,,James,Purchase,Male,No,No,,1654,0.035471,,116644
+W07000100,W92000004,Mid and South Pembrokeshire,,Wales,Wales,County,Liberal Democrat,LD,PP90,17,,Alistair,Cameron,Male,No,No,,2372,0.05087,0.004827,1549
+W07000100,W92000004,Mid and South Pembrokeshire,,Wales,Wales,County,Plaid Cymru,PC,PP77,22,,Cris,Tomos,Male,No,No,,2962,0.063523,0.010458,33270
+W07000100,W92000004,Mid and South Pembrokeshire,,Wales,Wales,County,Reform UK,RUK,PP7931,1036,,Stuart,Marchant,Male,No,No,,7828,0.167878,,116631
+W07000100,W92000004,Mid and South Pembrokeshire,,Wales,Wales,County,Conservative,Con,PP52,4,,Stephen,Crabb,Male,Yes,Yes,1554,14627,0.313689,-0.215172,425
+W07000100,W92000004,Mid and South Pembrokeshire,,Wales,Wales,County,Labour,Lab,PP53,15,,Henry,Tufnell,Male,No,No,5121,16505,0.353964,-0.018068,41384
+E14001359,E12000006,Mid Bedfordshire,,East of England,England,County,Social Democratic Party,SDP,PP243,32,,Richard,Brunning,Male,No,No,,172,0.003466,,116812
+E14001359,E12000006,Mid Bedfordshire,,East of England,England,County,Independent,Ind,,8,,Gareth,Mackey,Male,No,No,,1700,0.03426,,65368
+E14001359,E12000006,Mid Bedfordshire,,East of England,England,County,Green,Green,PP63,44,,Cade,Sibley,Male,No,No,,2584,0.052075,0.013146,108895
+E14001359,E12000006,Mid Bedfordshire,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Stuart,Roberts,Male,No,No,,4068,0.081981,-0.043104,116924
+E14001359,E12000006,Mid Bedfordshire,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Dave,Holland,Male,No,No,,8594,0.173193,,107465
+E14001359,E12000006,Mid Bedfordshire,,East of England,England,County,Labour,Lab,PP53,15,,Maahwish,Mirza,Female,No,No,,15591,0.314202,0.109136,115945
+E14001359,E12000006,Mid Bedfordshire,,East of England,England,County,Conservative,Con,PP52,4,,Blake,Stephenson,Male,No,No,5100,16912,0.340823,-0.263833,66520
+E14001360,E12000008,Mid Buckinghamshire,,South East,England,County,Climate Party,Cli,PP12958,1053,,Wisdom,Da Costa,Male,No,No,,147,0.002725,,7146
+E14001360,E12000008,Mid Buckinghamshire,,South East,England,County,Social Democratic Party,SDP,PP243,32,,Yvonne,Wilding,Female,No,No,,337,0.006246,,116339
+E14001360,E12000008,Mid Buckinghamshire,,South East,England,County,Green,Green,PP63,44,,Greg,Smith,Male,No,No,,2942,0.054531,0.027292,26113
+E14001360,E12000008,Mid Buckinghamshire,,South East,England,County,Reform UK,RUK,PP7931,1036,,Stephanie,Harwood,Female,No,No,,6926,0.128376,0.119727,117545
+E14001360,E12000008,Mid Buckinghamshire,,South East,England,County,Labour,Lab,PP53,15,,Carissma,Griffiths,Female,No,No,,9171,0.169988,0.01723,78993
+E14001360,E12000008,Mid Buckinghamshire,,South East,England,County,Liberal Democrat,LD,PP90,17,,Anja,Schaefer,Female,No,No,,14278,0.264648,0.067812,24391
+E14001360,E12000008,Mid Buckinghamshire,,South East,England,County,Conservative,Con,PP52,4,,Greg,Smith,Male,Yes,Yes,4778,20150,0.373487,-0.241031,34503
+E14001361,E12000002,Mid Cheshire,,North West,England,County,Independent,Ind,,8,,Stella,Mellor,Female,No,No,,273,0.006577,,117465
+E14001361,E12000002,Mid Cheshire,,North West,England,County,Independent,Ind,,8,,Helen,Clawson,Female,No,No,,850,0.020477,,114302
+E14001361,E12000002,Mid Cheshire,,North West,England,County,Green,Green,PP63,44,,Mark,Green,Male,No,No,,1967,0.047387,0.027753,34542
+E14001361,E12000002,Mid Cheshire,,North West,England,County,Liberal Democrat,LD,PP90,17,,Jack,Price-Harbach,Male,No,No,,2465,0.059385,-0.024483,103759
+E14001361,E12000002,Mid Cheshire,,North West,England,County,Reform UK,RUK,PP7931,1036,,Emma,Guy,Female,No,No,,7967,0.191934,0.181232,106475
+E14001361,E12000002,Mid Cheshire,,North West,England,County,Conservative,Con,PP52,4,,Charles,Fifield,Male,No,No,,9530,0.229589,-0.239893,34579
+E14001361,E12000002,Mid Cheshire,,North West,England,County,Labour,Lab,PP53,15,,Andrew,Cooper,Male,No,No,5195,18457,0.444651,0.028337,64060
+E14001362,E12000004,Mid Derbyshire,,East Midlands,England,County,Workers Party of Britain,WPB,PP11382,1042,,Josiah,Uche,Male,No,No,,150,0.003155,,115909
+E14001362,E12000004,Mid Derbyshire,,East Midlands,England,County,Independent,Ind,,8,,Sue,Warren,Female,No,No,,315,0.006626,,108637
+E14001362,E12000004,Mid Derbyshire,,East Midlands,England,County,Liberal Democrat,LD,PP90,17,,Barry,Holliday,Male,No,No,,2361,0.04966,-0.046497,26224
+E14001362,E12000004,Mid Derbyshire,,East Midlands,England,County,Green,Green,PP63,44,,Gez,Kinsella,Male,No,No,,3547,0.074606,0.036027,73096
+E14001362,E12000004,Mid Derbyshire,,East Midlands,England,County,Reform UK,RUK,PP7931,1036,,Stephen,Dean,Male,No,No,,8356,0.175757,,115908
+E14001362,E12000004,Mid Derbyshire,,East Midlands,England,County,Conservative,Con,PP52,4,,Luke,Gardiner,Male,No,No,,15468,0.325348,-0.270287,115907
+E14001362,E12000004,Mid Derbyshire,,East Midlands,England,County,Labour,Lab,PP53,15,,Jonathan,Davies,Male,No,No,5256,17346,0.364849,0.09522,106956
+E14001363,E12000009,Mid Dorset and North Poole,,South West,England,County,Social Democratic Party,SDP,PP243,32,,John,Dowling,Male,No,No,,1061,0.021428,,116412
+E14001363,E12000009,Mid Dorset and North Poole,,South West,England,County,Green,Green,PP63,44,,Ben,Pantling,Male,No,No,,2355,0.047562,0.01906,60227
+E14001363,E12000009,Mid Dorset and North Poole,,South West,England,County,Labour,Lab,PP53,15,,Candice,Johnson-Cole,Female,No,No,,4566,0.092216,0.019694,116414
+E14001363,E12000009,Mid Dorset and North Poole,,South West,England,County,Conservative,Con,PP52,4,,Michael,Tomlinson,Male,Yes,Yes,4497,20090,0.405744,-0.194635,4207
+E14001363,E12000009,Mid Dorset and North Poole,,South West,England,County,Liberal Democrat,LD,PP90,17,,Vikki,Slade,Female,No,No,5327,21442,0.433049,0.134453,4514
+S14000097,S92000003,Mid Dunbartonshire,,Scotland,Scotland,County,Alba Party,Alba,PP12700,1034,,Ray,James,Male,No,No,,449,0.008514,,116636
+S14000097,S92000003,Mid Dunbartonshire,,Scotland,Scotland,County,Scottish Green Party,Green,PP130,1057,,Carolynn,Scrimgeour,Female,No,No,,1720,0.032614,0.01697,20554
+S14000097,S92000003,Mid Dunbartonshire,,Scotland,Scotland,County,Reform UK,RUK,PP7931,1036,,David,McNabb,Male,No,No,,2099,0.039801,,117711
+S14000097,S92000003,Mid Dunbartonshire,,Scotland,Scotland,County,Conservative,Con,PP52,4,,Alix,Mathieson,Female,No,No,,2452,0.046494,-0.109231,71828
+S14000097,S92000003,Mid Dunbartonshire,,Scotland,Scotland,County,Labour,Lab,PP53,15,,Lorna,Dougall,Female,No,No,,10993,0.208446,0.11417,84762
+S14000097,S92000003,Mid Dunbartonshire,,Scotland,Scotland,County,Scottish National Party,SNP,PP102,29,,Amy,Callaghan,Female,Yes,Yes,4770,12676,0.240358,-0.138434,71416
+S14000097,S92000003,Mid Dunbartonshire,,Scotland,Scotland,County,Liberal Democrat,LD,PP90,17,,Susan,Murray,Female,No,No,5157,22349,0.423774,0.078901,21538
+E14001364,E12000004,Mid Leicestershire,,East Midlands,England,County,Liberal Democrat,LD,PP90,17,,Ian,Bradwell,Male,No,No,,2444,0.050864,-0.029165,6819
+E14001364,E12000004,Mid Leicestershire,,East Midlands,England,County,Green,Green,PP63,44,,Tony,Deakin,Male,No,No,,3414,0.071051,0.029778,75568
+E14001364,E12000004,Mid Leicestershire,,East Midlands,England,County,Reform UK,RUK,PP7931,1036,,Tom,Smith,Male,No,No,,8923,0.185702,,115910
+E14001364,E12000004,Mid Leicestershire,,East Midlands,England,County,Labour,Lab,PP53,15,,Robert,Martin,Male,No,No,,15534,0.323288,0.066825,99525
+E14001364,E12000004,Mid Leicestershire,,East Midlands,England,County,Conservative,Con,PP52,4,,Peter,Bedford,Male,No,No,5330,17735,0.369095,-0.25314,5049
+E14001365,E12000006,Mid Norfolk,,East of England,England,County,Green,Green,PP63,44,,Ash,Haynes,Female,No,No,,2858,0.06227,0.059134,69881
+E14001365,E12000006,Mid Norfolk,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Stuart,Howard,Male,No,No,,3126,0.068109,-0.036289,103176
+E14001365,E12000006,Mid Norfolk,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Kabeer,Kher,Male,No,No,,9427,0.205395,,98265
+E14001365,E12000006,Mid Norfolk,,East of England,England,County,Labour,Lab,PP53,15,,Michael,Rosen,Male,No,No,,13716,0.298843,0.069745,72952
+E14001365,E12000006,Mid Norfolk,,East of England,England,County,Conservative,Con,PP52,4,,George,Freeman,Male,Yes,Yes,4020,16770,0.365383,-0.278864,2827
+E14001366,E12000008,Mid Sussex,,South East,England,County,Monster Raving Loony Party,MRLP,PP66,119,,Baron,Von Thunderclap,Male,No,No,,352,0.006601,-0.003787,7420
+E14001366,E12000008,Mid Sussex,,South East,England,County,Green,Green,PP63,44,,Deanna,Nicholson,Female,No,No,,2048,0.038404,-0.002749,71887
+E14001366,E12000008,Mid Sussex,,South East,England,County,Reform UK,RUK,PP7931,1036,,Gary,Johnson,Male,No,No,,5921,0.11103,,59103
+E14001366,E12000008,Mid Sussex,,South East,England,County,Labour,Lab,PP53,15,,David,Rowntree,Male,No,No,,9397,0.176211,-0.003773,965
+E14001366,E12000008,Mid Sussex,,South East,England,County,Conservative,Con,PP52,4,,Kristy,Adams,Female,No,No,,14474,0.271415,-0.241418,34677
+E14001366,E12000008,Mid Sussex,,South East,England,County,Liberal Democrat,LD,PP90,17,,Alison,Bennett,Female,No,No,5283,21136,0.39634,0.141585,32071
+N05000010,N92000002,Mid Ulster,,Northern Ireland,Northern Ireland,County,Independent,Ind,,8,,John,Kelly,Male,No,No,,181,0.003983,,117816
+N05000010,N92000002,Mid Ulster,,Northern Ireland,Northern Ireland,County,Aontú,AONT,PP7968,1025,,Alixandra,Halliday,Female,No,No,,1047,0.023039,,85042
+N05000010,N92000002,Mid Ulster,,Northern Ireland,Northern Ireland,County,Alliance,APNI,PP103,1,,Padraic,Farrell,Male,No,No,,2001,0.044031,-0.032203,95760
+N05000010,N92000002,Mid Ulster,,Northern Ireland,Northern Ireland,County,Ulster Unionist Party,UUP,PP83,38,,Jay,Basra,Male,No,No,,2269,0.049928,-0.024554,116201
+N05000010,N92000002,Mid Ulster,,Northern Ireland,Northern Ireland,County,Traditional Unionist Voice,TUV,PP680,158,,Glenn,Moore,Male,No,No,,2978,0.06553,,85586
+N05000010,N92000002,Mid Ulster,,Northern Ireland,Northern Ireland,County,Social Democratic and Labour Party,SDLP,PP55,31,,Denise,Johnston,Female,No,No,,3722,0.081901,-0.057184,49547
+N05000010,N92000002,Mid Ulster,,Northern Ireland,Northern Ireland,County,Democratic Unionist Party,DUP,PP70,7,,Keith,Buchanan,Male,No,No,,9162,0.201606,-0.035651,11273
+N05000010,N92000002,Mid Ulster,,Northern Ireland,Northern Ireland,County,Sinn Fein,SF,PP39,30,,Cathal,Mallaghan,Male,No,No,5153,24085,0.529981,0.072533,69324
+E14001367,E12000001,Middlesbrough and Thornaby East,,North East,England,Borough,Independent,Ind,,8,,Mark,Baxtrem,Male,No,No,,383,0.011131,,117177
+E14001367,E12000001,Middlesbrough and Thornaby East,,North East,England,Borough,Liberal Democrat,LD,PP90,17,,Mo,Waqas,Male,No,No,,1037,0.030139,0.003775,114082
+E14001367,E12000001,Middlesbrough and Thornaby East,,North East,England,Borough,Green,Green,PP63,44,,Matthew,Harris,Male,No,No,,1522,0.044235,0.029523,99542
+E14001367,E12000001,Middlesbrough and Thornaby East,,North East,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Mehmoona,Ameen,Female,No,No,,2007,0.058331,,117176
+E14001367,E12000001,Middlesbrough and Thornaby East,,North East,England,Borough,Conservative,Con,PP52,4,,Kiran,Fothergill,Male,No,No,,6174,0.17944,-0.063955,92766
+E14001367,E12000001,Middlesbrough and Thornaby East,,North East,England,Borough,Reform UK,RUK,PP7931,1036,,Patrick,Seargeant,Male,No,No,,7046,0.204784,0.142957,31200
+E14001367,E12000001,Middlesbrough and Thornaby East,,North East,England,Borough,Labour,Lab,PP53,15,,Andy,McDonald,Male,Yes,Yes,4269,16238,0.471939,-0.067847,5541
+E14001368,E12000001,Middlesbrough South and East Cleveland,,North East,England,County,Green,Green,PP63,44,,Rowan,McLaughlin,Female,No,No,,1446,0.038018,0.015696,54967
+E14001368,E12000001,Middlesbrough South and East Cleveland,,North East,England,County,Social Democratic Party,SDP,PP243,32,,Rod,Liddle,Male,No,No,,1835,0.048245,,116106
+E14001368,E12000001,Middlesbrough South and East Cleveland,,North East,England,County,Liberal Democrat,LD,PP90,17,,Jemma,Joy,Female,No,No,,2032,0.053424,0.012934,54814
+E14001368,E12000001,Middlesbrough South and East Cleveland,,North East,England,County,Conservative,Con,PP52,4,,Simon,Clarke,Male,Yes,Yes,4655,16254,0.427343,-0.15125,5258
+E14001368,E12000001,Middlesbrough South and East Cleveland,,North East,England,County,Labour,Lab,PP53,15,,Luke,Myer,Male,No,No,5147,16468,0.43297,0.083126,80621
+S14000045,S92000003,Midlothian,,Scotland,Scotland,County,Scottish Libertarian Party,Scot Libt,PP15208,1091,,Daniel,Fraser,Male,No,No,,259,0.005864,,21605
+S14000045,S92000003,Midlothian,,Scotland,Scotland,County,Liberal Democrat,LD,PP90,17,,Ross,Laird,Male,No,No,,2589,0.058621,-0.011742,6608
+S14000045,S92000003,Midlothian,,Scotland,Scotland,County,Conservative,Con,PP52,4,,Keith,Cockburn,Male,No,No,,3248,0.073542,-0.143521,114629
+S14000045,S92000003,Midlothian,,Scotland,Scotland,County,Reform UK,RUK,PP7931,1036,,Stefan,Garbowski,Male,No,No,,3276,0.074176,,116252
+S14000045,S92000003,Midlothian,,Scotland,Scotland,County,Scottish National Party,SNP,PP102,29,,Owen,Thompson,Male,Yes,Yes,4482,13313,0.301438,-0.114004,6051
+S14000045,S92000003,Midlothian,,Scotland,Scotland,County,Labour and Co-operative,Lab,PP53,15,PP119,Kirsty,McNeill,Female,No,No,5114,21480,0.486358,0.189226,114626
+E14001369,E12000008,Milton Keynes Central,,South East,England,Borough,Heritage Party,HPUK,PP12550,1037,,Alfred,Saint-Clair,Male,No,No,,200,0.00419,,99949
+E14001369,E12000008,Milton Keynes Central,,South East,England,Borough,Green,Green,PP63,44,,Frances,Bonney,Female,No,No,,3226,0.06759,0.042956,114935
+E14001369,E12000008,Milton Keynes Central,,South East,England,Borough,Liberal Democrat,LD,PP90,17,,James,Cox,Male,No,No,,4931,0.103312,-0.000942,34141
+E14001369,E12000008,Milton Keynes Central,,South East,England,Borough,Reform UK,RUK,PP7931,1036,,David,Reilly,Male,No,No,,6245,0.130843,,7142
+E14001369,E12000008,Milton Keynes Central,,South East,England,Borough,Conservative,Con,PP52,4,,Johnny,Luk,Male,No,No,,12918,0.270653,-0.204846,71469
+E14001369,E12000008,Milton Keynes Central,,South East,England,Borough,Labour,Lab,PP53,15,,Emily,Darlington,Female,No,No,5139,20209,0.423411,0.041968,4382
+E14001370,E12000008,Milton Keynes North,,South East,England,County,Green,Green,PP63,44,,Alan,Francis,Male,No,No,,3242,0.070514,0.039468,3355
+E14001370,E12000008,Milton Keynes North,,South East,England,County,Liberal Democrat,LD,PP90,17,,Clare,Tevlin,Female,No,No,,3365,0.073189,0.005962,91196
+E14001370,E12000008,Milton Keynes North,,South East,England,County,Reform UK,RUK,PP7931,1036,,Jane,Duckworth,Female,No,No,,6164,0.134067,,68049
+E14001370,E12000008,Milton Keynes North,,South East,England,County,Conservative,Con,PP52,4,,Ben,Everitt,Male,Yes,Yes,4836,13888,0.302064,-0.214318,72597
+E14001370,E12000008,Milton Keynes North,,South East,England,County,Labour,Lab,PP53,15,,Chris,Curtis,Male,No,No,5118,19318,0.420167,0.034822,116341
+E14001371,E12000007,Mitcham and Morden,,London,England,Borough,Christian Peoples Alliance Party,CPA,PP79,80,,Desmond,Coke,Male,No,No,,363,0.008021,0.003838,6479
+E14001371,E12000007,Mitcham and Morden,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Mehmood,Jamshed,Male,No,No,,1091,0.024108,,116049
+E14001371,E12000007,Mitcham and Morden,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Jenifer,Gould,Female,No,No,,3622,0.080035,-0.028267,70602
+E14001371,E12000007,Mitcham and Morden,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Ruth,Price,Female,No,No,,4135,0.091371,0.068091,34836
+E14001371,E12000007,Mitcham and Morden,,London,England,Borough,Green,Green,PP63,44,,Pippa,Maslin,Female,No,No,,4635,0.10242,0.079953,48223
+E14001371,E12000007,Mitcham and Morden,,London,England,Borough,Conservative,Con,PP52,4,,Ellie,Cox,Female,No,No,,6324,0.139741,-0.127375,92056
+E14001371,E12000007,Mitcham and Morden,,London,England,Borough,Labour,Lab,PP53,15,,Siobhain,McDonagh,Female,Yes,Yes,193,25085,0.554303,-0.020348,3048
+W07000101,W92000004,Monmouthshire,,Wales,Wales,County,Heritage Party,HPUK,PP12550,1037,,Emma,Meredith,Female,No,No,,103,0.002026,,117795
+W07000101,W92000004,Monmouthshire,,Wales,Wales,County,True & Fair Party,TFB,PP12922,1059,,June,Davies,Female,No,No,,255,0.005015,,49863
+W07000101,W92000004,Monmouthshire,,Wales,Wales,County,Independent,Ind,,8,,Owen,Lewis,Male,No,No,,457,0.008988,,116759
+W07000101,W92000004,Monmouthshire,,Wales,Wales,County,Plaid Cymru,PC,PP77,22,,Ioan,Bellin,Male,No,No,,1273,0.025037,0.000771,2291
+W07000101,W92000004,Monmouthshire,,Wales,Wales,County,Liberal Democrat,LD,PP90,17,,William,Powell,Male,No,No,,2279,0.044823,-0.051087,755
+W07000101,W92000004,Monmouthshire,,Wales,Wales,County,Green,Green,PP63,44,,Ian,Chandler,Non-binary,No,No,,2357,0.046357,0.021146,22937
+W07000101,W92000004,Monmouthshire,,Wales,Wales,County,Reform UK,RUK,PP7931,1036,,Max,Windsor-Peplow,Male,No,No,,5438,0.106955,0.098425,82963
+W07000101,W92000004,Monmouthshire,,Wales,Wales,County,Conservative,Con,PP52,4,,David,Davies,Male,Yes,Yes,1545,17672,0.347573,-0.173837,3827
+W07000101,W92000004,Monmouthshire,,Wales,Wales,County,Labour,Lab,PP53,15,,Catherine,Fookes,Female,No,No,5291,21010,0.413225,0.096781,9433
+W07000102,W92000004,Montgomeryshire and Glyndŵr,,Wales,Wales,County,Green,Green,PP63,44,,Jeremy,Brignell-Thorp,Male,No,No,,1744,0.040315,,26984
+W07000102,W92000004,Montgomeryshire and Glyndŵr,,Wales,Wales,County,Plaid Cymru,PC,PP77,22,,Elwyn,Vaughn,Male,No,No,,5667,0.131002,0.111102,26973
+W07000102,W92000004,Montgomeryshire and Glyndŵr,,Wales,Wales,County,Liberal Democrat,LD,PP90,17,,Glyn,Preston,Male,No,No,,6470,0.149564,-0.018281,77056
+W07000102,W92000004,Montgomeryshire and Glyndŵr,,Wales,Wales,County,Conservative,Con,PP52,4,,Craig,Williams,Male,Yes,Yes,4438,7775,0.179731,-0.35663,4173
+W07000102,W92000004,Montgomeryshire and Glyndŵr,,Wales,Wales,County,Reform UK,RUK,PP7931,1036,,Oliver,Lewis,Male,No,No,,8894,0.205599,0.191929,74145
+W07000102,W92000004,Montgomeryshire and Glyndŵr,,Wales,Wales,County,Labour,Lab,PP53,15,,Steve,Witherden,Male,No,No,5221,12709,0.293789,0.045761,115425
+S14000098,S92000003,"Moray West, Nairn and Strathspey",,Scotland,Scotland,County,Scottish Family Party,SFP,PP6380,1016,,Euan,Morrice,Male,No,No,,423,0.009086,,116254
+S14000098,S92000003,"Moray West, Nairn and Strathspey",,Scotland,Scotland,County,Scottish Green Party,Green,PP130,1057,,Draeyk,Van der Horn,Male,No,No,,1676,0.036001,0.024468,85602
+S14000098,S92000003,"Moray West, Nairn and Strathspey",,Scotland,Scotland,County,Reform UK,RUK,PP7931,1036,,Steve,Skerrett,Male,No,No,,3490,0.074967,0.069263,117626
+S14000098,S92000003,"Moray West, Nairn and Strathspey",,Scotland,Scotland,County,Liberal Democrat,LD,PP90,17,,Neil,Alexander,Male,No,No,,3785,0.081303,0.022535,85593
+S14000098,S92000003,"Moray West, Nairn and Strathspey",,Scotland,Scotland,County,Labour,Lab,PP53,15,,James,Hynam,Male,No,No,,8259,0.177407,0.131096,84226
+S14000098,S92000003,"Moray West, Nairn and Strathspey",,Scotland,Scotland,County,Conservative,Con,PP52,4,,Kathleen,Robertson,Female,No,No,,13960,0.299867,-0.109484,85601
+S14000098,S92000003,"Moray West, Nairn and Strathspey",,Scotland,Scotland,County,Scottish National Party,SNP,PP102,29,,Graham,Leadbitter,Male,No,No,5277,14961,0.321369,-0.139624,22407
+E14001372,E12000002,Morecambe and Lunesdale,,North West,England,County,Green,Green,PP63,44,,Gina,Dowding,Female,No,No,,2089,0.043467,0.030817,986
+E14001372,E12000002,Morecambe and Lunesdale,,North West,England,County,Liberal Democrat,LD,PP90,17,,Peter,Jackson,Male,No,No,,4769,0.099232,-0.056899,32063
+E14001372,E12000002,Morecambe and Lunesdale,,North West,England,County,Reform UK,RUK,PP7931,1036,,Barry,Parsons,Male,No,No,,7810,0.162509,0.158358,27550
+E14001372,E12000002,Morecambe and Lunesdale,,North West,England,County,Conservative,Con,PP52,4,,David,Morris,Male,Yes,Yes,4135,13788,0.286897,-0.249184,2424
+E14001372,E12000002,Morecambe and Lunesdale,,North West,England,County,Labour,Lab,PP53,15,,Lizzi,Collinge,Female,No,No,5225,19603,0.407894,0.126755,19522
+S14000099,S92000003,"Motherwell, Wishaw and Carluke",,Scotland,Scotland,County,Scottish Libertarian Party,Scot Libt,PP15208,1091,,Ross,Hagen,Male,No,No,,66,0.001691,,116734
+S14000099,S92000003,"Motherwell, Wishaw and Carluke",,Scotland,Scotland,County,UK Independence Party,UKIP,PP85,35,,Neil,Wilson,Male,No,No,,110,0.002819,-0.010962,6854
+S14000099,S92000003,"Motherwell, Wishaw and Carluke",,Scotland,Scotland,County,British Unionist Party B.U.P.,BUP,PP2834,1105,,Gus,Ferguson,Male,No,No,,158,0.004049,,21283
+S14000099,S92000003,"Motherwell, Wishaw and Carluke",,Scotland,Scotland,County,Liberal Democrat,LD,PP90,17,,Hayley,Bennie,Female,No,No,,822,0.021063,-0.018586,117488
+S14000099,S92000003,"Motherwell, Wishaw and Carluke",,Scotland,Scotland,County,Scottish Green Party,Green,PP130,1057,,Gordon,Miller,Male,No,No,,1200,0.030749,,86247
+S14000099,S92000003,"Motherwell, Wishaw and Carluke",,Scotland,Scotland,County,Conservative,Con,PP52,4,,Oyebola,Ajala,Female,No,No,,2415,0.061882,-0.150434,72919
+S14000099,S92000003,"Motherwell, Wishaw and Carluke",,Scotland,Scotland,County,Reform UK,RUK,PP7931,1036,,Robert,McLaughlan,Male,No,No,,3004,0.076974,,117490
+S14000099,S92000003,"Motherwell, Wishaw and Carluke",,Scotland,Scotland,County,Scottish National Party,SNP,PP102,29,,Marion,Fellows,Female,Yes,Yes,4440,12083,0.309614,-0.149835,6052
+S14000099,S92000003,"Motherwell, Wishaw and Carluke",,Scotland,Scotland,County,Labour,Lab,PP53,15,,Pamela,Nash,Female,No,Yes,3909,19168,0.49116,0.216354,2073
+S14000027,S92000003,Na h-Eileanan an Iar,,Scotland,Scotland,County,Liberal Democrat,LD,PP90,17,,Jamie,Dobson,Male,No,No,,382,0.028238,-0.015763,95258
+S14000027,S92000003,Na h-Eileanan an Iar,,Scotland,Scotland,County,Scottish Family Party,SFP,PP6380,1016,,Steven,Welsh,Male,No,No,,388,0.028681,,116882
+S14000027,S92000003,Na h-Eileanan an Iar,,Scotland,Scotland,County,"Christian Party, Proclaiming Christ's Lordship",CHP,PP2893,174,,Donald,Boyd,Male,No,No,,496,0.036665,,3580
+S14000027,S92000003,Na h-Eileanan an Iar,,Scotland,Scotland,County,Conservative,Con,PP52,4,,Kenny,Barker,Male,No,No,,647,0.047827,-0.174319,85649
+S14000027,S92000003,Na h-Eileanan an Iar,,Scotland,Scotland,County,Reform UK,RUK,PP7931,1036,,Tony,Ridden,Male,No,No,,697,0.051523,,117719
+S14000027,S92000003,Na h-Eileanan an Iar,,Scotland,Scotland,County,Independent,Ind,,8,,Angus,MacNeil,Male,Yes,Yes,1546,1370,0.101271,,3013
+S14000027,S92000003,Na h-Eileanan an Iar,,Scotland,Scotland,County,Scottish National Party,SNP,PP102,29,,Susan,Thomson,Female,No,No,,2856,0.211118,-0.240012,85647
+S14000027,S92000003,Na h-Eileanan an Iar,,Scotland,Scotland,County,Labour,Lab,PP53,15,,Torcuil,Crichton,Male,No,No,5246,6692,0.494678,0.211953,114638
+W07000103,W92000004,Neath and Swansea East,,Wales,Wales,County,Green,Green,PP63,44,,Jan,Dowden,Female,No,No,,1711,0.042629,0.025317,94972
+W07000103,W92000004,Neath and Swansea East,,Wales,Wales,County,Liberal Democrat,LD,PP90,17,,Helen,Clarke,Female,No,No,,2344,0.0584,0.01715,4561
+W07000103,W92000004,Neath and Swansea East,,Wales,Wales,County,Conservative,Con,PP52,4,,Samantha,Chohan,Female,No,No,,3765,0.093804,-0.188433,72977
+W07000103,W92000004,Neath and Swansea East,,Wales,Wales,County,Plaid Cymru,PC,PP77,22,,Andrew,Jenkins,Male,No,No,,5350,0.133293,0.048071,12624
+W07000103,W92000004,Neath and Swansea East,,Wales,Wales,County,Reform UK,RUK,PP7931,1036,,Dai,Richards,Male,No,No,,10170,0.253382,0.164925,94877
+W07000103,W92000004,Neath and Swansea East,,Wales,Wales,County,Labour,Lab,PP53,15,,Carolyn,Harris,Female,Yes,Yes,4480,16797,0.418492,-0.052283,5787
+E14001373,E12000008,New Forest East,,South East,England,County,Animal Welfare Party,ANWP,PP616,220,,Andrew,Knight,Male,No,No,,410,0.009065,-0.004226,7366
+E14001373,E12000008,New Forest East,,South East,England,County,Monster Raving Loony Party,MRLP,PP66,119,,Mad,Hatter,Male,No,No,,529,0.011696,,117900
+E14001373,E12000008,New Forest East,,South East,England,County,Green,Green,PP63,44,,Simon,King,Male,No,No,,3118,0.068937,0.02101,95675
+E14001373,E12000008,New Forest East,,South East,England,County,Liberal Democrat,LD,PP90,17,,Caroline,Rackham,Female,No,No,,7198,0.159142,0.01363,30232
+E14001373,E12000008,New Forest East,,South East,England,County,Reform UK,RUK,PP7931,1036,,Roy,Swales,Male,No,No,,7646,0.169047,,5833
+E14001373,E12000008,New Forest East,,South East,England,County,Labour,Lab,PP53,15,,Sasjkia,Otto,Female,No,No,,8917,0.197148,0.049115,116791
+E14001373,E12000008,New Forest East,,South East,England,County,Conservative,Con,PP52,4,,Julian,Lewis,Male,Yes,Yes,54,17412,0.384966,-0.260271,2872
+E14001374,E12000008,New Forest West,,South East,England,County,Social Democratic Party,SDP,PP243,32,,Paul,Simon,Male,No,No,,157,0.003388,,116345
+E14001374,E12000008,New Forest West,,South East,England,County,Animal Welfare Party,ANWP,PP616,220,,Gavin,Ridley,Male,No,No,,393,0.008481,,74502
+E14001374,E12000008,New Forest West,,South East,England,County,Green,Green,PP63,44,,Anna,Collar,Female,No,No,,2800,0.060427,-0.01686,95666
+E14001374,E12000008,New Forest West,,South East,England,County,Reform UK,RUK,PP7931,1036,,Reginald,Chester-Sterne,Male,No,No,,7577,0.163519,,114943
+E14001374,E12000008,New Forest West,,South East,England,County,Liberal Democrat,LD,PP90,17,,Jack,Davies,Male,No,No,,8186,0.176662,0.0234,20051
+E14001374,E12000008,New Forest West,,South East,England,County,Labour,Lab,PP53,15,,Sally,Johnston,Female,No,No,,10812,0.233334,0.102236,116344
+E14001374,E12000008,New Forest West,,South East,England,County,Conservative,Con,PP52,4,,Desmond,Swayne,Male,Yes,Yes,55,16412,0.354188,-0.284165,195
+E14001375,E12000004,Newark,,East Midlands,England,County,Workers Party of Britain,WPB,PP11382,1042,,Collan,Siddique,Male,No,No,,150,0.002806,,116667
+E14001375,E12000004,Newark,,East Midlands,England,County,English Democrats,ED,PP17,90,,Matthew,Darrington,Male,No,No,,156,0.002918,,117329
+E14001375,E12000004,Newark,,East Midlands,England,County,Independent,Ind,,8,,Lyn,Galbraith,Female,No,No,,329,0.006154,,117330
+E14001375,E12000004,Newark,,East Midlands,England,County,Independent Network,INet,PP1951,1028,,Adrian,Amer,Male,No,No,,809,0.015133,,76347
+E14001375,E12000004,Newark,,East Midlands,England,County,Green,Green,PP63,44,,Michael,Ackroyd,Male,No,No,,2345,0.043865,0.012757,115911
+E14001375,E12000004,Newark,,East Midlands,England,County,Liberal Democrat,LD,PP90,17,,David,Watts,Male,No,No,,3026,0.056604,-0.03905,2132
+E14001375,E12000004,Newark,,East Midlands,England,County,Reform UK,RUK,PP7931,1036,,Robert,Palmer,Male,No,No,,8280,0.154885,0.1514,35072
+E14001375,E12000004,Newark,,East Midlands,England,County,Labour,Lab,PP53,15,,Saj,Ahmad,Female,No,No,,17396,0.325408,0.086399,100061
+E14001375,E12000004,Newark,,East Midlands,England,County,Conservative,Con,PP52,4,,Robert,Jenrick,Male,Yes,Yes,4320,20968,0.392226,-0.238518,5031
+E14001376,E12000008,Newbury,,South East,England,County,UK Independence Party,UKIP,PP85,35,,Gary,Johnson,Male,No,No,,131,0.002677,,35877
+E14001376,E12000008,Newbury,,South East,England,County,Freedom Alliance,FA,PP17509,1035,,Earl,Jesse,Male,No,No,,153,0.003127,,84143
+E14001376,E12000008,Newbury,,South East,England,County,Green,Green,PP63,44,,Steve,Masters,Male,No,No,,2714,0.055467,0.015699,35189
+E14001376,E12000008,Newbury,,South East,England,County,Labour,Lab,PP53,15,,Liz,Bell,Female,No,No,,3662,0.074842,-0.002241,50860
+E14001376,E12000008,Newbury,,South East,England,County,Reform UK,RUK,PP7931,1036,,Douglas,Terry,Male,No,No,,5357,0.109483,,116346
+E14001376,E12000008,Newbury,,South East,England,County,Conservative,Con,PP52,4,,Laura,Farris,Female,Yes,Yes,4826,17268,0.352912,-0.197891,34522
+E14001376,E12000008,Newbury,,South East,England,County,Liberal Democrat,LD,PP90,17,,Lee,Dillon,Male,No,No,5310,19645,0.401492,0.075522,68032
+E14001377,E12000001,Newcastle upon Tyne Central and West,,North East,England,Borough,Independent,Ind,,8,,Habib,Rahman,Male,No,No,,1636,0.03956,,37665
+E14001377,E12000001,Newcastle upon Tyne Central and West,,North East,England,Borough,Liberal Democrat,LD,PP90,17,,Ali,Avaei,Male,No,No,,1946,0.047056,0.017348,37915
+E14001377,E12000001,Newcastle upon Tyne Central and West,,North East,England,Borough,Green,Green,PP63,44,,John,Pearson,Male,No,No,,3228,0.078056,0.047683,3665
+E14001377,E12000001,Newcastle upon Tyne Central and West,,North East,England,Borough,Independent,Ind,,8,,Yvonne,Ridley,Female,No,No,,3627,0.087704,,85834
+E14001377,E12000001,Newcastle upon Tyne Central and West,,North East,England,Borough,Conservative,Con,PP52,4,,Frances,Lasok,Female,No,No,,4228,0.102237,-0.163454,74893
+E14001377,E12000001,Newcastle upon Tyne Central and West,,North East,England,Borough,Reform UK,RUK,PP7931,1036,,Ashton,Muncaster,Male,No,No,,7815,0.188974,0.107246,110604
+E14001377,E12000001,Newcastle upon Tyne Central and West,,North East,England,Borough,Labour,Lab,PP53,15,,Chi,Onwurah,Female,Yes,Yes,4124,18875,0.456414,-0.136086,3658
+E14001378,E12000001,Newcastle upon Tyne East and Wallsend,,North East,England,Borough,Social Democratic Party,SDP,PP243,32,,Robert,Malyn,Male,No,No,,95,0.002245,,6838
+E14001378,E12000001,Newcastle upon Tyne East and Wallsend,,North East,England,Borough,Communist Party of Britain,Comm,PP78,76,,Emma-Jane,Phillips,Female,No,No,,186,0.004395,,117231
+E14001378,E12000001,Newcastle upon Tyne East and Wallsend,,North East,England,Borough,Party of Women,POW,PP17545,1102,,Liz,Panton,Female,No,No,,283,0.006687,,117118
+E14001378,E12000001,Newcastle upon Tyne East and Wallsend,,North East,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Muhammad,Ghori,Male,No,No,,430,0.01016,,116108
+E14001378,E12000001,Newcastle upon Tyne East and Wallsend,,North East,England,Borough,Liberal Democrat,LD,PP90,17,,Mark,Ridyard,Male,No,No,,2965,0.07006,-0.013222,95553
+E14001378,E12000001,Newcastle upon Tyne East and Wallsend,,North East,England,Borough,Conservative,Con,PP52,4,,Rosie,Hanlon,Female,No,No,,3522,0.083221,-0.153294,117230
+E14001378,E12000001,Newcastle upon Tyne East and Wallsend,,North East,England,Borough,Green,Green,PP63,44,,Matt,Williams,Male,No,No,,5257,0.124217,0.085729,111667
+E14001378,E12000001,Newcastle upon Tyne East and Wallsend,,North East,England,Borough,Reform UK,RUK,PP7931,1036,,Janice,Richardson,Female,No,No,,8383,0.198081,0.149005,111682
+E14001378,E12000001,Newcastle upon Tyne East and Wallsend,,North East,England,Borough,Labour,Lab,PP53,15,,Mary,Glindon,Female,Yes,Yes,4126,21200,0.500933,-0.091705,2144
+E14001379,E12000001,Newcastle upon Tyne North,,North East,England,Borough,Social Democratic Party,SDP,PP243,32,,Martin,Evison,Male,No,No,,285,0.005862,,79099
+E14001379,E12000001,Newcastle upon Tyne North,,North East,England,Borough,Independent,Ind,,8,,King,Teare,Male,No,No,,310,0.006376,,117448
+E14001379,E12000001,Newcastle upon Tyne North,,North East,England,Borough,Green,Green,PP63,44,,Sarah,Peters,Female,No,No,,5035,0.103565,0.063061,111783
+E14001379,E12000001,Newcastle upon Tyne North,,North East,England,Borough,Reform UK,RUK,PP7931,1036,,Deborah,Lorraine,Female,No,No,,5933,0.122036,0.064448,97486
+E14001379,E12000001,Newcastle upon Tyne North,,North East,England,Borough,Liberal Democrat,LD,PP90,17,,Aidan,King,Male,No,No,,5936,0.122097,-0.018179,37899
+E14001379,E12000001,Newcastle upon Tyne North,,North East,England,Borough,Conservative,Con,PP52,4,,Guy,Renner-Thompson,Male,No,No,,6678,0.137359,-0.180447,28184
+E14001379,E12000001,Newcastle upon Tyne North,,North East,England,Borough,Labour,Lab,PP53,15,,Catherine,McKinnell,Female,Yes,Yes,4125,24440,0.502705,0.05888,2098
+E14001380,E12000005,Newcastle-under-Lyme,,West Midlands,England,County,Green,Green,PP63,44,,Jennifer,Hibell,Female,No,No,,1851,0.046721,0.025164,93669
+E14001380,E12000005,Newcastle-under-Lyme,,West Midlands,England,County,Liberal Democrat,LD,PP90,17,,Nigel,Jones,Male,No,No,,1987,0.050154,-0.006219,7031
+E14001380,E12000005,Newcastle-under-Lyme,,West Midlands,England,County,Reform UK,RUK,PP7931,1036,,Neill,Walker,Male,No,No,,8865,0.223762,0.183203,116532
+E14001380,E12000005,Newcastle-under-Lyme,,West Midlands,England,County,Conservative,Con,PP52,4,,Simon,Tagg,Male,No,No,,10923,0.275708,-0.252299,31666
+E14001380,E12000005,Newcastle-under-Lyme,,West Midlands,England,County,Labour,Lab,PP53,15,,Adam,Jogee,Male,No,No,5168,15992,0.403655,0.050151,43825
+W07000104,W92000004,Newport East,,Wales,Wales,County,Heritage Party,HPUK,PP12550,1037,,Mike,Ford,Male,No,No,,135,0.003504,,117061
+W07000104,W92000004,Newport East,,Wales,Wales,County,Independent,Ind,,8,,Pippa,Bartolotti,Female,No,No,,1802,0.046768,,3762
+W07000104,W92000004,Newport East,,Wales,Wales,County,Liberal Democrat,LD,PP90,17,,John,Miller,Male,No,No,,2045,0.053074,-0.004053,25566
+W07000104,W92000004,Newport East,,Wales,Wales,County,Green,Green,PP63,44,,Lauren,James,Female,No,No,,2092,0.054294,0.035524,72971
+W07000104,W92000004,Newport East,,Wales,Wales,County,Plaid Cymru,PC,PP77,22,,Jonathan,Clark,Male,No,No,,2239,0.058109,0.032185,2752
+W07000104,W92000004,Newport East,,Wales,Wales,County,Conservative,Con,PP52,4,,Rachel,Buckler,Female,No,No,,6487,0.168358,-0.19365,76430
+W07000104,W92000004,Newport East,,Wales,Wales,County,Reform UK,RUK,PP7931,1036,,Tommy,Short,Male,No,No,,7361,0.191041,0.129776,116490
+W07000104,W92000004,Newport East,,Wales,Wales,County,Labour,Lab,PP53,15,,Jessica,Morden,Female,Yes,Yes,1548,16370,0.424853,-0.050053,1369
+W07000105,W92000004,Newport West and Islwyn,,Wales,Wales,County,Independent,Ind,,8,,George,Etheridge,Male,No,No,,1597,0.038068,,117797
+W07000105,W92000004,Newport West and Islwyn,,Wales,Wales,County,Green,Green,PP63,44,,Kerry,Vosper,Female,No,No,,2078,0.049534,0.030023,10581
+W07000105,W92000004,Newport West and Islwyn,,Wales,Wales,County,Liberal Democrat,LD,PP90,17,,Mike,Hamilton,Male,No,No,,2087,0.049749,-0.001223,32097
+W07000105,W92000004,Newport West and Islwyn,,Wales,Wales,County,Plaid Cymru,PC,PP77,22,,Brandon,Ham,Male,No,No,,3529,0.084122,0.037889,91810
+W07000105,W92000004,Newport West and Islwyn,,Wales,Wales,County,Conservative,Con,PP52,4,,Nick,Jones,Male,No,No,,6710,0.159949,-0.216774,33462
+W07000105,W92000004,Newport West and Islwyn,,Wales,Wales,County,Reform UK,RUK,PP7931,1036,,Paul,Taylor,Male,No,No,,8541,0.203595,0.114982,1396
+W07000105,W92000004,Newport West and Islwyn,,Wales,Wales,County,Labour,Lab,PP53,15,,Ruth,Jones,Female,Yes,Yes,4716,17409,0.414984,-0.002965,4383
+N05000011,N92000002,Newry and Armagh,,Northern Ireland,Northern Ireland,County,Conservative,Con,PP51,4,,Samantha,Rayner,Female,No,No,,83,0.001807,,50251
+N05000011,N92000002,Newry and Armagh,,Northern Ireland,Northern Ireland,County,Aontú,AONT,PP7968,1025,,Liam,Reichenberg,Male,No,No,,888,0.019329,-0.013546,104021
+N05000011,N92000002,Newry and Armagh,,Northern Ireland,Northern Ireland,County,Alliance,APNI,PP103,1,,Helena,Young,Female,No,No,,2692,0.058596,-0.025427,69381
+N05000011,N92000002,Newry and Armagh,,Northern Ireland,Northern Ireland,County,Ulster Unionist Party,UUP,PP83,38,,Sam,Nicholson,Male,No,No,,3175,0.069109,-0.0083,8158
+N05000011,N92000002,Newry and Armagh,,Northern Ireland,Northern Ireland,County,Traditional Unionist Voice,TUV,PP680,158,,Keith,Ratcliffe,Male,No,No,,4099,0.089221,,84459
+N05000011,N92000002,Newry and Armagh,,Northern Ireland,Northern Ireland,County,Democratic Unionist Party,DUP,PP70,7,,Gareth,Wilson,Male,No,No,,5900,0.128423,-0.073742,69167
+N05000011,N92000002,Newry and Armagh,,Northern Ireland,Northern Ireland,County,Social Democratic and Labour Party,SDLP,PP55,31,,Pete,Byrne,Male,No,No,,6806,0.148143,-0.045518,49544
+N05000011,N92000002,Newry and Armagh,,Northern Ireland,Northern Ireland,County,Sinn Fein,SF,PP39,30,,Dáire,Hughes,Male,No,No,5292,22299,0.485373,0.075504,116725
+E14001381,E12000009,Newton Abbot,,South West,England,County,Volt United Kingdom,VUK,PP8009,1056,,Annaliese,Cude,Female,No,No,,104,0.002167,,116830
+E14001381,E12000009,Newton Abbot,,South West,England,County,Heritage Party,HPUK,PP12550,1037,,Andre,Sabine,Male,No,No,,116,0.002417,,106536
+E14001381,E12000009,Newton Abbot,,South West,England,County,South Devon Alliance,SDA,PP12670,1089,,Liam,Mullone,Male,No,No,,1924,0.04009,,54098
+E14001381,E12000009,Newton Abbot,,South West,England,County,Green,Green,PP63,44,,Pauline,Wynter,Female,No,No,,2083,0.043403,0.014687,53957
+E14001381,E12000009,Newton Abbot,,South West,England,County,Labour,Lab,PP53,15,,Jacob,Cousens,Male,No,No,,7115,0.148254,-0.028945,106545
+E14001381,E12000009,Newton Abbot,,South West,England,County,Reform UK,RUK,PP7931,1036,,Christopher,Hilditch,Male,No,No,,8494,0.176988,,106549
+E14001381,E12000009,Newton Abbot,,South West,England,County,Conservative,Con,PP52,4,,Anne Marie,Morris,Female,Yes,Yes,4249,12955,0.269941,-0.285621,1067
+E14001381,E12000009,Newton Abbot,,South West,England,County,Liberal Democrat,LD,PP90,17,,Martin,Wrigley,Male,No,No,5111,15201,0.31674,0.094245,26744
+E14001382,E12000001,Newton Aycliffe and Spennymoor,,North East,England,County,Workers Party of Britain,WPB,PP11382,1042,,Minhajul,Suhon,Male,No,No,,246,0.006174,,116111
+E14001382,E12000001,Newton Aycliffe and Spennymoor,,North East,England,County,Transform Party,Transform,PP12596,1081,,Brian,Agar,Male,No,No,,264,0.006626,,116749
+E14001382,E12000001,Newton Aycliffe and Spennymoor,,North East,England,County,Liberal Democrat,LD,PP90,17,,Anne-Marie,Curry,Female,No,No,,1491,0.037419,-0.016533,5854
+E14001382,E12000001,Newton Aycliffe and Spennymoor,,North East,England,County,Green,Green,PP63,44,,Jack,Hughes,Male,No,No,,1701,0.042689,0.027841,116110
+E14001382,E12000001,Newton Aycliffe and Spennymoor,,North East,England,County,Conservative,Con,PP52,4,,Paul,Howell,Male,Yes,Yes,4830,8195,0.205667,-0.255783,31326
+E14001382,E12000001,Newton Aycliffe and Spennymoor,,North East,England,County,Reform UK,RUK,PP7931,1036,,John,Grant,Male,No,No,,9555,0.239798,0.162006,31148
+E14001382,E12000001,Newton Aycliffe and Spennymoor,,North East,England,County,Labour,Lab,PP53,15,,Alan,Strickland,Male,No,No,5080,18394,0.461627,0.078754,1439
+E14001383,E12000003,Normanton and Hemsworth,,Yorkshire and The Humber,England,County,Liberal Democrat,LD,PP90,17,,Craig,Dobson,Male,No,No,,1319,0.036287,-0.005934,360
+E14001383,E12000003,Normanton and Hemsworth,,Yorkshire and The Humber,England,County,Green,Green,PP63,44,,Ashton,Howick,Male,No,No,,2147,0.059066,0.041034,99188
+E14001383,E12000003,Normanton and Hemsworth,,Yorkshire and The Humber,England,County,Conservative,Con,PP52,4,,Alice,Hopkin,Female,No,No,,4995,0.137418,-0.176923,117111
+E14001383,E12000003,Normanton and Hemsworth,,Yorkshire and The Humber,England,County,Reform UK,RUK,PP7931,1036,,Callum,Bushrod,Male,No,No,,10613,0.291975,0.139578,116581
+E14001383,E12000003,Normanton and Hemsworth,,Yorkshire and The Humber,England,County,Labour,Lab,PP53,15,,Jon,Trickett,Male,Yes,Yes,410,17275,0.475254,0.079746,456
+N05000012,N92000002,North Antrim,,Northern Ireland,Northern Ireland,County,Independent,Ind,,8,,Tristan,Morrow,Male,No,No,,136,0.003302,,116870
+N05000012,N92000002,North Antrim,,Northern Ireland,Northern Ireland,County,Aontú,AONT,PP7968,1025,,Ráichéal,Mhic Niocaill,Female,No,No,,451,0.010951,,117817
+N05000012,N92000002,North Antrim,,Northern Ireland,Northern Ireland,County,Social Democratic and Labour Party,SDLP,PP55,31,,Helen,Maher,Female,No,No,,1661,0.04033,-0.01885,108645
+N05000012,N92000002,North Antrim,,Northern Ireland,Northern Ireland,County,Ulster Unionist Party,UUP,PP83,38,,Jackson,Minford,Male,No,No,,3901,0.094719,-0.07477,34317
+N05000012,N92000002,North Antrim,,Northern Ireland,Northern Ireland,County,Alliance,APNI,PP103,1,,Sian,Mulholland,Female,No,No,,4488,0.108972,-0.034079,50314
+N05000012,N92000002,North Antrim,,Northern Ireland,Northern Ireland,County,Sinn Fein,SF,PP39,30,,Philip,McGuigan,Male,No,No,,7714,0.187301,0.073841,19673
+N05000012,N92000002,North Antrim,,Northern Ireland,Northern Ireland,County,Democratic Unionist Party,DUP,PP70,7,,Ian,Paisley,Male,Yes,Yes,4129,11192,0.271749,-0.236596,2135
+N05000012,N92000002,North Antrim,,Northern Ireland,Northern Ireland,County,Traditional Unionist Voice,TUV,PP680,158,,Jim,Allister,Male,No,No,5356,11642,0.282676,,2134
+S14000048,S92000003,North Ayrshire and Arran,,Scotland,Scotland,County,Socialist Labour Party,SL,PP73,147,,James,McDaid,Male,No,No,,232,0.00549,,2681
+S14000048,S92000003,North Ayrshire and Arran,,Scotland,Scotland,County,Social Democratic Party,SDP,PP243,32,,Ian,Gibson,Male,No,No,,238,0.005632,,113131
+S14000048,S92000003,North Ayrshire and Arran,,Scotland,Scotland,County,Liberal Democrat,LD,PP90,17,,Gillian,Cole-Hamilton,Female,No,No,,1005,0.02378,-0.019975,9052
+S14000048,S92000003,North Ayrshire and Arran,,Scotland,Scotland,County,Scottish Green Party,Green,PP130,1057,,Cara,McKee,Female,No,No,,1327,0.031399,0.008265,117144
+S14000048,S92000003,North Ayrshire and Arran,,Scotland,Scotland,County,Reform UK,RUK,PP7931,1036,,Mike,Mann,Male,No,No,,3415,0.080805,,114645
+S14000048,S92000003,North Ayrshire and Arran,,Scotland,Scotland,County,Conservative,Con,PP52,4,,Todd,Ferguson,Male,No,No,,5954,0.140883,-0.167606,20282
+S14000048,S92000003,North Ayrshire and Arran,,Scotland,Scotland,County,Scottish National Party,SNP,PP102,29,,Patricia,Gibson,Female,Yes,Yes,4435,13270,0.313994,-0.171449,2706
+S14000048,S92000003,North Ayrshire and Arran,,Scotland,Scotland,County,Labour,Lab,PP53,15,,Irene,Campbell,Female,No,No,5145,16821,0.398017,0.258839,114646
+E14001384,E12000006,North Bedfordshire,,East of England,England,County,Green,Green,PP63,44,,Philippa,Fleming,Female,No,No,,3027,0.058707,0.030505,34896
+E14001384,E12000006,North Bedfordshire,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Joanna,Szaub-Newton,Female,No,No,,5553,0.107698,-0.024024,104645
+E14001384,E12000006,North Bedfordshire,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Pippa,Clayton,Female,No,No,,8433,0.163554,0.161739,111100
+E14001384,E12000006,North Bedfordshire,,East of England,England,County,Labour,Lab,PP53,15,,Uday,Nagaraju,Male,No,No,,14567,0.28252,0.091619,89094
+E14001384,E12000006,North Bedfordshire,,East of England,England,County,Conservative,Con,PP52,4,,Richard,Fuller,Male,Yes,Yes,3912,19981,0.387522,-0.223845,2925
+E14001385,E12000009,North Cornwall,,South West,England,County,Heritage Party,HPUK,PP12550,1037,,Sarah,Farrell,Female,No,No,,277,0.005405,,116738
+E14001385,E12000009,North Cornwall,,South West,England,County,Green,Green,PP63,44,,Lance,Symonds,Male,No,No,,1335,0.026051,0.024184,115196
+E14001385,E12000009,North Cornwall,,South West,England,County,Labour,Lab,PP53,15,,Robyn,Harris,Female,No,No,,2958,0.057723,-0.038455,70771
+E14001385,E12000009,North Cornwall,,South West,England,County,Reform UK,RUK,PP7931,1036,,Rowland,O'Connor,Male,No,No,,8444,0.164777,,83195
+E14001385,E12000009,North Cornwall,,South West,England,County,Conservative,Con,PP52,4,,Scott,Mann,Male,Yes,Yes,4496,14137,0.275871,-0.314787,4213
+E14001385,E12000009,North Cornwall,,South West,England,County,Liberal Democrat,LD,PP90,17,,Ben,Maguire,Male,No,No,5350,24094,0.470173,0.171377,89057
+E14001386,E12000009,North Cotswolds,,South West,England,County,Independent,Ind,,8,,Jean,Blackbeard,Female,No,No,,448,0.008919,,117769
+E14001386,E12000009,North Cotswolds,,South West,England,County,Green,Green,PP63,44,,Chloe,Turner,Female,No,No,,3191,0.063529,0.005568,75432
+E14001386,E12000009,North Cotswolds,,South West,England,County,Reform UK,RUK,PP7931,1036,,Jason,Preece,Male,No,No,,6502,0.129447,0.126002,116418
+E14001386,E12000009,North Cotswolds,,South West,England,County,Labour,Lab,PP53,15,,Anna,Mainwaring,Female,No,No,,8593,0.171076,0.005877,108986
+E14001386,E12000009,North Cotswolds,,South West,England,County,Liberal Democrat,LD,PP90,17,,Paul,Hodgkinson,Male,No,No,,14069,0.280097,0.100092,4537
+E14001386,E12000009,North Cotswolds,,South West,England,County,Conservative,Con,PP52,4,,Geoffrey,Clifton-Brown,Male,Yes,Yes,249,17426,0.346931,-0.246458,3809
+E14001387,E12000009,North Devon,,South West,England,County,Independent,Ind,,8,,Steve,Cotten,Male,No,No,,820,0.015948,,72376
+E14001387,E12000009,North Devon,,South West,England,County,Green,Green,PP63,44,,Cas,Lay,Male,No,No,,2348,0.045666,0.014018,96639
+E14001387,E12000009,North Devon,,South West,England,County,Labour,Lab,PP53,15,,Nicky,Edwards,Female,No,No,,3216,0.062547,-0.029157,116789
+E14001387,E12000009,North Devon,,South West,England,County,Reform UK,RUK,PP7931,1036,,Nigel,James,Male,No,No,,8137,0.158255,,116419
+E14001387,E12000009,North Devon,,South West,England,County,Conservative,Con,PP52,4,,Selaine,Saxby,Female,Yes,Yes,4863,15076,0.29321,-0.273152,5712
+E14001387,E12000009,North Devon,,South West,England,County,Liberal Democrat,LD,PP90,17,,Ian,Roome,Male,No,No,5138,21820,0.424373,0.124523,64520
+E14001388,E12000009,North Dorset,,South West,England,County,Social Democratic Party,SDP,PP243,32,,Daniel,Woodruffe,Male,No,No,,74,0.001489,,109372
+E14001388,E12000009,North Dorset,,South West,England,County,UK Independence Party,UKIP,PP85,35,,Jeff,Taylor,Male,No,No,,119,0.002395,,25426
+E14001388,E12000009,North Dorset,,South West,England,County,Independent,Ind,,8,,Si,Adams,Male,No,No,,317,0.00638,,117259
+E14001388,E12000009,North Dorset,,South West,England,County,Green,Green,PP63,44,,Ken,Huggins,Male,No,No,,2082,0.041906,0.00244,30330
+E14001388,E12000009,North Dorset,,South West,England,County,Labour,Lab,PP53,15,,James,Coldwell,Male,No,No,,4370,0.087958,-0.031356,19614
+E14001388,E12000009,North Dorset,,South West,England,County,Reform UK,RUK,PP7931,1036,,Ash,Leaning,Male,No,No,,7894,0.158887,,116421
+E14001388,E12000009,North Dorset,,South West,England,County,Liberal Democrat,LD,PP90,17,,Gary,Jackson,Male,No,No,,16619,0.334501,0.130812,115206
+E14001388,E12000009,North Dorset,,South West,England,County,Conservative,Con,PP52,4,,Simon,Hoare,Male,Yes,Yes,4494,18208,0.366484,-0.271048,5986
+N05000013,N92000002,North Down,,Northern Ireland,Northern Ireland,County,Independent,Ind,,8,,Chris,Carter,Male,No,No,,117,0.002702,,19748
+N05000013,N92000002,North Down,,Northern Ireland,Northern Ireland,County,Social Democratic and Labour Party,SDLP,PP55,31,,Deirdre,Vaughan,Female,No,No,,657,0.015175,,84461
+N05000013,N92000002,North Down,,Northern Ireland,Northern Ireland,County,Green Party Northern Ireland,Green,PP305,44,,Barry,McKee,Male,No,No,,1247,0.028802,,50552
+N05000013,N92000002,North Down,,Northern Ireland,Northern Ireland,County,Ulster Unionist Party,UUP,PP83,38,,Tim,Collins,Male,No,No,,6754,0.155996,0.037302,116202
+N05000013,N92000002,North Down,,Northern Ireland,Northern Ireland,County,Alliance,APNI,PP103,1,,Stephen,Farry,Male,Yes,Yes,4856,13608,0.314302,-0.134327,3598
+N05000013,N92000002,North Down,,Northern Ireland,Northern Ireland,County,Independent,Ind,,8,,Alex,Easton,Male,No,No,5262,20913,0.483024,,7178
+E14001389,E12000001,North Durham,,North East,England,County,Social Democratic Party,SDP,PP243,32,,Tom,Chittenden,Male,No,No,,320,0.007699,,116112
+E14001389,E12000001,North Durham,,North East,England,County,Workers Party of Britain,WPB,PP11382,1042,,Chris,Bradburn,Male,No,No,,928,0.022326,,116945
+E14001389,E12000001,North Durham,,North East,England,County,Green,Green,PP63,44,,Sunny,Moon-Schott,Male,No,No,,2366,0.056923,0.030792,116113
+E14001389,E12000001,North Durham,,North East,England,County,Liberal Democrat,LD,PP90,17,,Craig,Martin,Male,No,No,,4208,0.101239,0.037596,7690
+E14001389,E12000001,North Durham,,North East,England,County,Conservative,Con,PP52,4,,George,Carter,Male,No,No,,6492,0.156189,-0.188114,110091
+E14001389,E12000001,North Durham,,North East,England,County,Reform UK,RUK,PP7931,1036,,Andrew,Husband,Male,No,No,,10689,0.257163,0.150338,72145
+E14001389,E12000001,North Durham,,North East,England,County,Labour,Lab,PP53,15,,Luke,Akehurst,Male,No,No,5112,16562,0.39846,-0.038399,82127
+E14001390,E12000006,North East Cambridgeshire,,East of England,England,County,Workers Party of Britain,WPB,PP11382,1042,,Clayton,Payne,Male,No,No,,190,0.00485,,55466
+E14001390,E12000006,North East Cambridgeshire,,East of England,England,County,Independent,Ind,,8,,David,Patrick,Male,No,No,,958,0.024454,,55435
+E14001390,E12000006,North East Cambridgeshire,,East of England,England,County,Green,Green,PP63,44,,Andrew,Crawford,Male,No,No,,2001,0.051077,0.017366,28132
+E14001390,E12000006,North East Cambridgeshire,,East of England,England,County,Liberal Democrat,LD,PP90,17,,David,Chalmers,Male,No,No,,2716,0.069328,0.002219,26656
+E14001390,E12000006,North East Cambridgeshire,,East of England,England,County,Labour,Lab,PP53,15,,Javeria,Hussain,Female,No,No,,8008,0.204411,0.043927,61220
+E14001390,E12000006,North East Cambridgeshire,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Chris,Thornhill,Male,No,No,,9057,0.231187,,115947
+E14001390,E12000006,North East Cambridgeshire,,East of England,England,County,Conservative,Con,PP52,4,,Steve,Barclay,Male,Yes,Yes,4095,16246,0.414693,-0.324003,239
+E14001391,E12000004,North East Derbyshire,,East Midlands,England,County,Freedom Alliance,FA,PP17509,1035,,Wesley,Massumbukolt,Male,No,No,,108,0.002355,,109282
+E14001391,E12000004,North East Derbyshire,,East Midlands,England,County,Liberal Democrat,LD,PP90,17,,Ross,Shipman,Male,No,No,,2159,0.047072,-0.014348,30833
+E14001391,E12000004,North East Derbyshire,,East Midlands,England,County,Green,Green,PP63,44,,Frank,Adlington-Stringer,Male,No,No,,2271,0.049514,0.022856,65433
+E14001391,E12000004,North East Derbyshire,,East Midlands,England,County,Reform UK,RUK,PP7931,1036,,Andy,Egginton,Male,No,No,,7899,0.172219,0.16755,99321
+E14001391,E12000004,North East Derbyshire,,East Midlands,England,County,Conservative,Con,PP52,4,,Lee,Rowley,Male,Yes,Yes,4652,15838,0.34531,-0.238695,2207
+E14001391,E12000004,North East Derbyshire,,East Midlands,England,County,Labour,Lab,PP53,15,,Louise,Jones,Female,No,No,5258,17591,0.38353,0.060282,99716
+S14000100,S92000003,North East Fife,,Scotland,Scotland,County,Scottish Green Party,Green,PP130,1057,,Morven,Ovenstone-Jones,Female,No,No,,1653,0.038687,,85888
+S14000100,S92000003,North East Fife,,Scotland,Scotland,County,Conservative,Con,PP52,4,,Bill,Bowman,Male,No,No,,1666,0.038991,-0.097567,5522
+S14000100,S92000003,North East Fife,,Scotland,Scotland,County,Reform UK,RUK,PP7931,1036,,Matthew,Wren,Male,No,No,,2094,0.049008,0.045482,117576
+S14000100,S92000003,North East Fife,,Scotland,Scotland,County,Labour,Lab,PP53,15,,Jennifer,Gallagher,Female,No,No,,4026,0.094224,0.039436,114650
+S14000100,S92000003,North East Fife,,Scotland,Scotland,County,Scottish National Party,SNP,PP102,29,,Stefan,Hoggan-Radu,Male,No,No,,9905,0.231815,-0.177724,74270
+S14000100,S92000003,North East Fife,,Scotland,Scotland,County,Liberal Democrat,LD,PP90,17,,Wendy,Chamberlain,Female,Yes,Yes,4765,23384,0.547276,0.151687,21148
+E14001392,E12000008,North East Hampshire,,South East,England,County,Libertarian Party,LPUK,PP684,1003,,Alex,Zychowski,Male,No,No,,69,0.001242,,38153
+E14001392,E12000008,North East Hampshire,,South East,England,County,Hampshire Independents,HI,PP10327,1106,,Duncan,Stone,Male,No,No,,274,0.004932,,9713
+E14001392,E12000008,North East Hampshire,,South East,England,County,Monster Raving Loony Party,MRLP,PP66,119,,Howling (Alan),Hope,Male,No,No,,340,0.00612,-0.004034,422
+E14001392,E12000008,North East Hampshire,,South East,England,County,Green,Green,PP63,44,,Mohamed,Miah,Male,No,No,,1425,0.025648,-0.004319,116707
+E14001392,E12000008,North East Hampshire,,South East,England,County,Labour,Lab,PP53,15,,Bradley,Phillips,Male,No,No,,5057,0.091019,-0.011361,86901
+E14001392,E12000008,North East Hampshire,,South East,England,County,Reform UK,RUK,PP7931,1036,,Paul,Morton,Male,No,No,,6673,0.120104,,117179
+E14001392,E12000008,North East Hampshire,,South East,England,County,Conservative,Con,PP52,4,,Ranil,Jayawardena,Male,Yes,Yes,4498,20544,0.369762,-0.249381,4217
+E14001392,E12000008,North East Hampshire,,South East,England,County,Liberal Democrat,LD,PP90,17,,Alex,Brewer,Female,No,No,5263,21178,0.381174,0.157465,78508
+E14001393,E12000006,North East Hertfordshire,,East of England,England,County,Green,Green,PP63,44,,Vicky,Burt,Female,No,No,,3802,0.072391,0.029609,107981
+E14001393,E12000006,North East Hertfordshire,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Ruth,Brown,Female,No,No,,5463,0.104018,-0.050753,48231
+E14001393,E12000006,North East Hertfordshire,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Steve,Adelantado,Male,No,No,,8462,0.16112,,65324
+E14001393,E12000006,North East Hertfordshire,,East of England,England,County,Conservative,Con,PP52,4,,Nikki,Da Costa,Female,No,No,,16435,0.312928,-0.252672,106218
+E14001393,E12000006,North East Hertfordshire,,East of England,England,County,Labour,Lab,PP53,15,,Chris,Hinchliff,Male,No,No,5244,18358,0.349543,0.112697,90696
+E14001394,E12000009,North East Somerset and Hanham,,South West,England,County,Monster Raving Loony Party,MRLP,PP66,119,,Barmy,Brunch,Male,No,No,,211,0.004127,,117496
+E14001394,E12000009,North East Somerset and Hanham,,South West,England,County,Independent,Ind,,8,,Nicholas,Hales,Male,No,No,,231,0.004518,,117497
+E14001394,E12000009,North East Somerset and Hanham,,South West,England,County,Green,Green,PP63,44,,Edmund,Cannon,Male,No,No,,3222,0.063022,0.03917,100823
+E14001394,E12000009,North East Somerset and Hanham,,South West,England,County,Liberal Democrat,LD,PP90,17,,Dine,Romero,Female,No,No,,3878,0.075853,-0.074311,50024
+E14001394,E12000009,North East Somerset and Hanham,,South West,England,County,Reform UK,RUK,PP7931,1036,,Paul,MacDonnell,Male,No,No,,7424,0.145213,,115213
+E14001394,E12000009,North East Somerset and Hanham,,South West,England,County,Conservative,Con,PP52,4,,Jacob,Rees-Mogg,Male,Yes,Yes,4099,15420,0.301614,-0.245682,1612
+E14001394,E12000009,North East Somerset and Hanham,,South West,England,County,Labour,Lab,PP53,15,,Dan,Norris,Male,No,Yes,221,20739,0.405653,0.143696,2096
+E14001395,E12000005,North Herefordshire,,West Midlands,England,County,Social Democratic Party,SDP,PP243,32,,Michael,Guest,Male,No,No,,95,0.001886,,19843
+E14001395,E12000005,North Herefordshire,,West Midlands,England,County,Liberal Democrat,LD,PP90,17,,Cat,Hornsey,Female,No,No,,1436,0.028514,-0.106179,102824
+E14001395,E12000005,North Herefordshire,,West Midlands,England,County,Labour,Lab,PP53,15,,Jon,Browning,Male,No,No,,3205,0.063639,-0.088714,99441
+E14001395,E12000005,North Herefordshire,,West Midlands,England,County,Reform UK,RUK,PP7931,1036,,Andrew,Dye,Male,No,No,,8048,0.159803,,116533
+E14001395,E12000005,North Herefordshire,,West Midlands,England,County,Conservative,Con,PP52,4,,Bill,Wiggin,Male,Yes,Yes,1428,15842,0.314563,-0.310454,605
+E14001395,E12000005,North Herefordshire,,West Midlands,England,County,Green,Green,PP63,44,,Ellie,Chowns,Female,No,No,5249,21736,0.431595,0.343657,34585
+E14001396,E12000006,North Norfolk,,East of England,England,County,Green,Green,PP63,44,,Liz,Dixon,Female,No,No,,1406,0.029888,0.029015,57609
+E14001396,E12000006,North Norfolk,,East of England,England,County,Labour,Lab,PP53,15,,Cathy,Cordiner-Achenbach,Female,No,No,,2878,0.061178,-0.016011,35837
+E14001396,E12000006,North Norfolk,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Jason,Patchett,Male,No,No,,6368,0.135366,0.10164,108039
+E14001396,E12000006,North Norfolk,,East of England,England,County,Conservative,Con,PP52,4,,Duncan,Baker,Male,Yes,Yes,4784,16903,0.35931,-0.225326,26200
+E14001396,E12000006,North Norfolk,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Steffan,Aquarone,Male,No,No,5164,19488,0.414259,0.110683,19724
+E14001397,E12000001,North Northumberland,,North East,England,County,Social Democratic Party,SDP,PP243,32,,Andrew,Martin,Male,No,No,,92,0.001884,,116939
+E14001397,E12000001,North Northumberland,,North East,England,County,Independent,Ind,,8,,Michael,Joyce,Male,No,No,,288,0.005896,,80445
+E14001397,E12000001,North Northumberland,,North East,England,County,Green,Green,PP63,44,,Jan,Rosen,Male,No,No,,1743,0.035686,0.001689,116708
+E14001397,E12000001,North Northumberland,,North East,England,County,Independent,Ind,,8,,Georgina,Hill,Female,No,No,,3220,0.065926,,20003
+E14001397,E12000001,North Northumberland,,North East,England,County,Liberal Democrat,LD,PP90,17,,Natalie,Younes,Female,No,No,,5169,0.105829,-0.055036,116090
+E14001397,E12000001,North Northumberland,,North East,England,County,Reform UK,RUK,PP7931,1036,,Katherine,Hales,Female,No,No,,7688,0.157402,0.142707,116091
+E14001397,E12000001,North Northumberland,,North East,England,County,Conservative,Con,PP52,4,,Anne-Marie,Trevelyan,Female,Yes,Yes,4531,12788,0.261818,-0.297472,189
+E14001397,E12000001,North Northumberland,,North East,England,County,Labour,Lab,PP53,15,,David,Smith,Male,No,No,5218,17855,0.365559,0.134406,114031
+E14001398,E12000005,North Shropshire,,West Midlands,England,County,Independent,Ind,,8,,Samuel,Cladingbowl,Male,No,No,,133,0.002682,,117307
+E14001398,E12000005,North Shropshire,,West Midlands,England,County,Green,Green,PP63,44,,Craig,Emery,Male,No,No,,1234,0.024882,-0.008004,24297
+E14001398,E12000005,North Shropshire,,West Midlands,England,County,Labour,Lab,PP53,15,,Natalie,Rowley,Female,No,No,,3423,0.06902,-0.154909,73126
+E14001398,E12000005,North Shropshire,,West Midlands,England,County,Reform UK,RUK,PP7931,1036,,Mark,Whittle,Male,No,No,,7687,0.154999,,33602
+E14001398,E12000005,North Shropshire,,West Midlands,England,County,Conservative,Con,PP52,4,,Simon,Baynes,Male,Yes,Yes,4800,10903,0.219845,-0.397094,26974
+E14001398,E12000005,North Shropshire,,West Midlands,England,County,Liberal Democrat,LD,PP90,17,,Helen,Morgan,Female,Yes,Yes,4934,26214,0.528572,0.424155,71562
+E14001399,E12000009,North Somerset,,South West,England,County,Workers Party of Britain,WPB,PP11382,1042,,Suneil,Basu,Male,No,No,,133,0.002474,,1371
+E14001399,E12000009,North Somerset,,South West,England,County,Green,Green,PP63,44,,Oscar,Livesey-Lodwick,Male,No,No,,3273,0.060875,0.011617,116425
+E14001399,E12000009,North Somerset,,South West,England,County,Reform UK,RUK,PP7931,1036,,Alexander,Kokkinoftas,Male,No,No,,5602,0.104192,,116424
+E14001399,E12000009,North Somerset,,South West,England,County,Liberal Democrat,LD,PP90,17,,Ash,Cartman,Male,No,No,,7121,0.132444,-0.033302,53535
+E14001399,E12000009,North Somerset,,South West,England,County,Conservative,Con,PP52,4,,Liam,Fox,Male,Yes,Yes,223,18499,0.344065,-0.190737,451
+E14001399,E12000009,North Somerset,,South West,England,County,Labour,Lab,PP53,15,,Sadik,Al-Hassan,Male,No,No,5312,19138,0.35595,0.105756,56777
+E14001400,E12000005,North Warwickshire and Bedworth,,West Midlands,England,County,Liberal Democrat,LD,PP90,17,,Guy,Burchett,Male,No,No,,1228,0.029995,-0.015067,45699
+E14001400,E12000005,North Warwickshire and Bedworth,,West Midlands,England,County,Green,Green,PP63,44,,Alison,Wilson,Female,No,No,,1755,0.042868,0.014488,47481
+E14001400,E12000005,North Warwickshire and Bedworth,,West Midlands,England,County,Reform UK,RUK,PP7931,1036,,Paul,Hopkins,Male,No,No,,10701,0.261383,,116506
+E14001400,E12000005,North Warwickshire and Bedworth,,West Midlands,England,County,Conservative,Con,PP52,4,,Craig,Tracey,Male,Yes,Yes,4509,12529,0.306033,-0.352785,4219
+E14001400,E12000005,North Warwickshire and Bedworth,,West Midlands,England,County,Labour,Lab,PP53,15,,Rachel,Taylor,Female,No,No,5065,14727,0.359722,0.091982,98971
+E14001401,E12000006,North West Cambridgeshire,,East of England,England,County,Green,Green,PP63,44,,Elliot,Tong,Male,No,No,,2960,0.066631,0.014241,96722
+E14001401,E12000006,North West Cambridgeshire,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Bridget,Smith,Female,No,No,,3192,0.071853,-0.038136,34361
+E14001401,E12000006,North West Cambridgeshire,,East of England,England,County,Reform UK,RUK,PP7931,1036,,James,Sidlow,Male,No,No,,8741,0.196763,0.196231,113675
+E14001401,E12000006,North West Cambridgeshire,,East of England,England,County,Conservative,Con,PP52,4,,Shailesh,Vara,Male,Yes,Yes,1496,14746,0.331938,-0.267675,489
+E14001401,E12000006,North West Cambridgeshire,,East of England,England,County,Labour,Lab,PP53,15,,Sam,Carling,Male,No,No,5308,14785,0.332816,0.095339,86404
+E14001402,E12000006,North West Essex,,East of England,England,County,Independent,Ind,,8,,Niko,Omilana,Male,No,No,,156,0.002868,,117867
+E14001402,E12000006,North West Essex,,East of England,England,County,Independent,Ind,,8,,Erik,Bonino,Male,No,No,,699,0.012853,,116835
+E14001402,E12000006,North West Essex,,East of England,England,County,Independent,Ind,,8,,Andrew,Green,Male,No,No,,852,0.015666,,117208
+E14001402,E12000006,North West Essex,,East of England,England,County,Green,Green,PP63,44,,Edward,Gildea,Male,No,No,,2846,0.05233,0.003883,66730
+E14001402,E12000006,North West Essex,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Smita,Rajesh,Female,No,No,,6055,0.111334,-0.085457,70762
+E14001402,E12000006,North West Essex,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Grant,StClair-Armstrong,Male,No,No,,7668,0.140992,,102534
+E14001402,E12000006,North West Essex,,East of England,England,County,Labour,Lab,PP53,15,,Issy,Waite,Female,No,No,,16750,0.307984,0.170205,95082
+E14001402,E12000006,North West Essex,,East of England,England,County,Conservative,Con,PP52,4,,Kemi,Badenoch,Female,Yes,Yes,4597,19360,0.355974,-0.26101,3267
+E14001403,E12000008,North West Hampshire,,South East,England,County,Hampshire Independents,HI,PP10327,1106,,Phil,Heath,Male,No,No,,466,0.009169,,9685
+E14001403,E12000008,North West Hampshire,,South East,England,County,Green,Green,PP63,44,,Hina,West,Female,No,No,,2745,0.054011,0.008313,97299
+E14001403,E12000008,North West Hampshire,,South East,England,County,Liberal Democrat,LD,PP90,17,,Luigi,Gregori,Male,No,No,,7626,0.15005,-0.0346,31129
+E14001403,E12000008,North West Hampshire,,South East,England,County,Reform UK,RUK,PP7931,1036,,Andy,Meacham,Male,No,No,,7734,0.152175,,116347
+E14001403,E12000008,North West Hampshire,,South East,England,County,Labour,Lab,PP53,15,,Andy,Fitchet,Male,No,No,,14482,0.28495,0.116048,31128
+E14001403,E12000008,North West Hampshire,,South East,England,County,Conservative,Con,PP52,4,,Kit,Malthouse,Male,Yes,Yes,4495,17770,0.349645,-0.251106,5272
+E14001404,E12000004,North West Leicestershire,,East Midlands,England,County,Independent,Ind,,8,,Siobhan,Dillon,Female,No,No,,136,0.0028,,117477
+E14001404,E12000004,North West Leicestershire,,East Midlands,England,County,Independent,Ind,,8,,Andrew,Bridgen,Male,Yes,Yes,4133,1568,0.032282,,1640
+E14001404,E12000004,North West Leicestershire,,East Midlands,England,County,Liberal Democrat,LD,PP90,17,,Alice,Delemare,Female,No,No,,1629,0.033538,-0.034949,116992
+E14001404,E12000004,North West Leicestershire,,East Midlands,England,County,Green,Green,PP63,44,,Carl,Benfield,Male,No,No,,2831,0.058285,0.01152,51908
+E14001404,E12000004,North West Leicestershire,,East Midlands,England,County,Reform UK,RUK,PP7931,1036,,Noel,Matthews,Male,No,No,,9678,0.199251,,5397
+E14001404,E12000004,North West Leicestershire,,East Midlands,England,County,Conservative,Con,PP52,4,,Craig,Smith,Male,No,No,,15859,0.326505,-0.294162,74218
+E14001404,E12000004,North West Leicestershire,,East Midlands,England,County,Labour,Lab,PP53,15,,Amanda,Hack,Female,No,No,5149,16871,0.34734,0.093278,4428
+E14001405,E12000006,North West Norfolk,,East of England,England,County,Green,Green,PP63,44,,Michael,de Whalley,Male,No,No,,2137,0.047951,0.0126,1629
+E14001405,E12000006,North West Norfolk,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Rob,Colwell,Male,No,No,,6492,0.145672,0.067865,33800
+E14001405,E12000006,North West Norfolk,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Phil,Walton,Male,No,No,,8697,0.195149,,115951
+E14001405,E12000006,North West Norfolk,,East of England,England,County,Labour,Lab,PP53,15,,Tim,Leaver,Male,No,No,,11143,0.250034,0.023593,40710
+E14001405,E12000006,North West Norfolk,,East of England,England,County,Conservative,Con,PP52,4,,James,Wild,Male,Yes,Yes,4787,16097,0.361195,-0.299206,34313
+E14001406,E12000004,Northampton North,,East Midlands,England,Borough,Independent,Ind,,8,,Paul,Clark,Male,No,No,,1059,0.025327,,27154
+E14001406,E12000004,Northampton North,,East Midlands,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Khalid,Razzaq,Male,No,No,,1531,0.036615,,115915
+E14001406,E12000004,Northampton North,,East Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,Christopher,Leggett,Male,No,No,,2251,0.053835,-0.003052,116800
+E14001406,E12000004,Northampton North,,East Midlands,England,Borough,Green,Green,PP63,44,,Eishar,Bassan,Female,No,No,,2558,0.061177,0.03659,116706
+E14001406,E12000004,Northampton North,,East Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Antony,Antoniou,Male,No,No,,7010,0.167651,,115914
+E14001406,E12000004,Northampton North,,East Midlands,England,Borough,Conservative,Con,PP52,4,,Dan,Bennett,Male,No,No,,9195,0.219908,-0.277841,116946
+E14001406,E12000004,Northampton North,,East Midlands,England,Borough,Labour,Lab,PP53,15,,Lucy,Rigby,Female,No,No,5333,18209,0.435487,0.014709,4374
+E14001407,E12000004,Northampton South,,East Midlands,England,Borough,Climate Party,Cli,PP12958,1053,,Penelope,Tollitt,Female,No,No,,98,0.002232,,117503
+E14001407,E12000004,Northampton South,,East Midlands,England,Borough,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,Katie,Simpson,Female,No,No,,296,0.006742,,6975
+E14001407,E12000004,Northampton South,,East Midlands,England,Borough,Green,Green,PP63,44,,Simon,Sneddon,Male,No,No,,2398,0.054619,0.020411,75359
+E14001407,E12000004,Northampton South,,East Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,Jill,Hope,Female,No,No,,3193,0.072727,-0.006514,3353
+E14001407,E12000004,Northampton South,,East Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Tony,Owens,Male,No,No,,8210,0.186999,,115917
+E14001407,E12000004,Northampton South,,East Midlands,England,Borough,Conservative,Con,PP52,4,,Andrew,Lewer,Male,Yes,Yes,4659,12819,0.291978,-0.28559,34338
+E14001407,E12000004,Northampton South,,East Midlands,England,Borough,Labour,Lab,PP53,15,,Mike,Reader,Male,No,No,5316,16890,0.384703,0.075721,115916
+E14001408,E12000006,Norwich North,,East of England,England,Borough,Independent,Ind,,8,,Fiona,Grace,Female,No,No,,353,0.007713,,117754
+E14001408,E12000006,Norwich North,,East of England,England,Borough,Liberal Democrat,LD,PP90,17,,Chika,Akinwale,Female,No,No,,2073,0.045297,-0.016996,6580
+E14001408,E12000006,Norwich North,,East of England,England,Borough,Green,Green,PP63,44,,Ben,Price,Male,No,No,,4372,0.095532,0.072843,17559
+E14001408,E12000006,Norwich North,,East of England,England,Borough,Reform UK,RUK,PP7931,1036,,Nick,Taylor,Male,No,No,,8229,0.17981,0.179394,113142
+E14001408,E12000006,Norwich North,,East of England,England,Borough,Conservative,Con,PP52,4,,Charlotte,Salomon,Female,No,No,,9944,0.217284,-0.298294,68846
+E14001408,E12000006,Norwich North,,East of England,England,Borough,Labour and Co-operative,Lab,PP53,15,PP119,Alice,Macdonald,Female,No,No,5133,20794,0.454365,0.065019,46150
+E14001409,E12000006,Norwich South,,East of England,England,Borough,Independent,Ind,,8,,Elizabeth,Davey,Female,No,No,,301,0.006675,,117830
+E14001409,E12000006,Norwich South,,East of England,England,Borough,Party of Women,POW,PP17545,1102,,Linda,Law,Female,No,No,,455,0.01009,,117794
+E14001409,E12000006,Norwich South,,East of England,England,Borough,Liberal Democrat,LD,PP90,17,,Sean,Bennett,Male,No,No,,3577,0.079321,-0.015225,61105
+E14001409,E12000006,Norwich South,,East of England,England,Borough,Reform UK,RUK,PP7931,1036,,Graham,Burton,Male,No,No,,5227,0.115911,0.084045,115954
+E14001409,E12000006,Norwich South,,East of England,England,Borough,Conservative,Con,PP52,4,,David,Thomas,Male,No,No,,5806,0.12875,-0.161282,113620
+E14001409,E12000006,Norwich South,,East of England,England,Borough,Green,Green,PP63,44,,Jamie,Osborn,Male,No,No,,8245,0.182836,0.134559,61139
+E14001409,E12000006,Norwich South,,East of England,England,Borough,Labour,Lab,PP53,15,,Clive,Lewis,Male,Yes,Yes,4500,21484,0.476416,-0.058861,4396
+E14001410,E12000004,Nottingham East,,East Midlands,England,Borough,Independent,Ind,,8,,Ali,Khan,Male,No,No,,372,0.010219,,117210
+E14001410,E12000004,Nottingham East,,East Midlands,England,Borough,Independent,Ind,,8,,Naveed,Rashid,Male,No,No,,494,0.013571,,100276
+E14001410,E12000004,Nottingham East,,East Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,Anita,Prabharkar,Female,No,No,,1741,0.047828,-0.015199,7411
+E14001410,E12000004,Nottingham East,,East Midlands,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Issan,Ghazni,Male,No,No,,2465,0.067718,,70013
+E14001410,E12000004,Nottingham East,,East Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Debbie,Stephens,Female,No,No,,3578,0.098294,0.064214,117213
+E14001410,E12000004,Nottingham East,,East Midlands,England,Borough,Conservative,Con,PP52,4,,Johno,Lee,Male,No,No,,3925,0.107827,-0.100538,25518
+E14001410,E12000004,Nottingham East,,East Midlands,England,Borough,Green,Green,PP63,44,,Rosemary,Palmer,Female,No,No,,4332,0.119008,0.087896,76504
+E14001410,E12000004,Nottingham East,,East Midlands,England,Borough,Labour,Lab,PP53,15,,Nadia,Whittome,Female,Yes,Yes,4869,19494,0.535535,-0.095586,19956
+E14001411,E12000004,Nottingham North and Kimberley,,East Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,David,Schmitz,Male,No,No,,1336,0.038164,0.000638,847
+E14001411,E12000004,Nottingham North and Kimberley,,East Midlands,England,Borough,Green,Green,PP63,44,,Sam,Harvey,Male,No,No,,3351,0.095724,0.070908,115918
+E14001411,E12000004,Nottingham North and Kimberley,,East Midlands,England,Borough,Conservative,Con,PP52,4,,Caroline,Henry,Female,No,No,,6787,0.193876,-0.208313,73668
+E14001411,E12000004,Nottingham North and Kimberley,,East Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Golam,Kadiri,Male,No,No,,7053,0.201474,0.14515,117359
+E14001411,E12000004,Nottingham North and Kimberley,,East Midlands,England,Borough,Labour and Co-operative,Lab,PP53,15,PP119,Alex,Norris,Male,Yes,Yes,4641,16480,0.470763,0.010717,34206
+E14001412,E12000004,Nottingham South,,East Midlands,England,Borough,Independent,Ind,,8,,Mohammed,Sayeed,Male,No,No,,152,0.004623,,116803
+E14001412,E12000004,Nottingham South,,East Midlands,England,Borough,Independent,Ind,,8,,Shaghofta,Akhtar,Female,No,No,,449,0.013656,,116785
+E14001412,E12000004,Nottingham South,,East Midlands,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Paras,Ghazni,Female,No,No,,1496,0.0455,,116669
+E14001412,E12000004,Nottingham South,,East Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,Christina,Morgan-Danvers,Female,No,No,,2059,0.062624,-0.004566,35337
+E14001412,E12000004,Nottingham South,,East Midlands,England,Borough,Green,Green,PP63,44,,Cath,Sutherland,Female,No,No,,2923,0.088902,0.056038,72539
+E14001412,E12000004,Nottingham South,,East Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Mykel,Hedge,Male,No,No,,4936,0.150126,0.103811,117376
+E14001412,E12000004,Nottingham South,,East Midlands,England,Borough,Conservative,Con,PP52,4,,Zarmeena,Quraishi,Female,No,No,,5285,0.160741,-0.15482,100234
+E14001412,E12000004,Nottingham South,,East Midlands,England,Borough,Labour,Lab,PP53,15,,Lilian,Greenwood,Female,Yes,Yes,4029,15579,0.473828,-0.064243,1925
+E14001413,E12000005,Nuneaton,,West Midlands,England,County,Workers Party of Britain,WPB,PP11382,1042,,John,Homer,Male,No,No,,967,0.023463,,117764
+E14001413,E12000005,Nuneaton,,West Midlands,England,County,Liberal Democrat,LD,PP90,17,,Joy,Salaja,Female,No,No,,1340,0.032514,-0.00869,82867
+E14001413,E12000005,Nuneaton,,West Midlands,England,County,Green,Green,PP63,44,,Keith,Kondakor,Male,No,No,,2894,0.070221,0.032779,5198
+E14001413,E12000005,Nuneaton,,West Midlands,England,County,Reform UK,RUK,PP7931,1036,,Rob,Howard,Male,No,No,,9059,0.219809,,81826
+E14001413,E12000005,Nuneaton,,West Midlands,England,County,Conservative,Con,PP52,4,,Marcus,Jones,Male,Yes,Yes,4024,11737,0.284789,-0.321319,1648
+E14001413,E12000005,Nuneaton,,West Midlands,England,County,Labour,Lab,PP53,15,,Jodie,Gosling,Female,No,No,5036,15216,0.369204,0.053957,49332
+E14001414,E12000007,Old Bexley and Sidcup,,London,England,Borough,Independent,Ind,,8,,Andrew,Still,Male,No,No,,198,0.004157,,117613
+E14001414,E12000007,Old Bexley and Sidcup,,London,England,Borough,Rejoin EU,REU,PP11423,1040,,Laurent,Williams,Male,No,No,,251,0.005269,,117614
+E14001414,E12000007,Old Bexley and Sidcup,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Adrian,Hyyrylainen-Trett,Non-binary,No,No,,1927,0.040455,-0.042507,4593
+E14001414,E12000007,Old Bexley and Sidcup,,London,England,Borough,Green,Green,PP63,44,,Brad,Davies,Male,No,No,,2601,0.054605,0.020074,116710
+E14001414,E12000007,Old Bexley and Sidcup,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Maxine,Fothergill,Female,No,No,,10384,0.218,,56522
+E14001414,E12000007,Old Bexley and Sidcup,,London,England,Borough,Labour,Lab,PP53,15,,Edward,Jones,Male,No,No,,14362,0.301514,0.062653,48329
+E14001414,E12000007,Old Bexley and Sidcup,,London,England,Borough,Conservative,Con,PP52,4,,Louie,French,Male,Yes,Yes,4932,17910,0.376,-0.263289,44425
+E14001415,E12000002,Oldham East and Saddleworth,,North West,England,County,Independent,Ind,,8,,Nick,Buckley,Male,No,No,,517,0.012904,,35689
+E14001415,E12000002,Oldham East and Saddleworth,,North West,England,County,Independent,Ind,,8,,Paul,Errock,Male,No,No,,1362,0.033995,,51172
+E14001415,E12000002,Oldham East and Saddleworth,,North West,England,County,Green,Green,PP63,44,,Fesl,Reza Khan,Male,No,No,,1490,0.03719,0.020337,110082
+E14001415,E12000002,Oldham East and Saddleworth,,North West,England,County,Liberal Democrat,LD,PP90,17,,Sam,Al-Hamdani,Male,No,No,,3386,0.084513,0.032026,44712
+E14001415,E12000002,Oldham East and Saddleworth,,North West,England,County,Workers Party of Britain,WPB,PP11382,1042,,Shanaz,Saddique,Female,No,No,,4647,0.115987,,116166
+E14001415,E12000002,Oldham East and Saddleworth,,North West,England,County,Conservative,Con,PP52,4,,Tom,Fish,Male,No,No,,6838,0.170673,-0.232,116949
+E14001415,E12000002,Oldham East and Saddleworth,,North West,England,County,Reform UK,RUK,PP7931,1036,,Jacob,Barden,Male,No,No,,7734,0.193036,0.128484,117148
+E14001415,E12000002,Oldham East and Saddleworth,,North West,England,County,Labour,Lab,PP53,15,,Debbie,Abrahams,Female,Yes,Yes,4212,14091,0.351703,-0.083441,1862
+E14001416,E12000002,"Oldham West, Chadderton and Royton",,North West,England,Borough,Independent,Ind,,8,,Tony,Wilson,Male,No,No,,573,0.014855,,71826
+E14001416,E12000002,"Oldham West, Chadderton and Royton",,North West,England,Borough,Liberal Democrat,LD,PP90,17,,Hannah,Kitching,Female,No,No,,1271,0.032951,-0.000447,35931
+E14001416,E12000002,"Oldham West, Chadderton and Royton",,North West,England,Borough,Green,Green,PP63,44,,Samsuzzaman,Syed,Male,No,No,,1857,0.048142,0.032816,112731
+E14001416,E12000002,"Oldham West, Chadderton and Royton",,North West,England,Borough,Independent,Ind,,8,,Raja,Miah,Male,No,No,,2470,0.064034,,117916
+E14001416,E12000002,"Oldham West, Chadderton and Royton",,North West,England,Borough,Conservative,Con,PP52,4,,Horatio,Lovering,Male,No,No,,4066,0.105411,-0.197331,88604
+E14001416,E12000002,"Oldham West, Chadderton and Royton",,North West,England,Borough,Reform UK,RUK,PP7931,1036,,David,Silbiger,Male,No,No,,6848,0.177534,0.102906,14642
+E14001416,E12000002,"Oldham West, Chadderton and Royton",,North West,England,Borough,Independent,Ind,,8,,Zaffar,Iqbal,Male,No,No,,8256,0.214036,,117739
+E14001416,E12000002,"Oldham West, Chadderton and Royton",,North West,England,Borough,Labour and Co-operative,Lab,PP53,15,PP119,Jim,McMahon,Male,Yes,Yes,4569,13232,0.343038,-0.21012,34144
+S14000051,S92000003,Orkney and Shetland,,Scotland,Scotland,County,Conservative,Con,PP52,4,,Shane,Painter,Male,No,No,,586,0.028326,-0.070422,84862
+S14000051,S92000003,Orkney and Shetland,,Scotland,Scotland,County,Labour,Lab,PP53,15,,Conor,Savage,Male,No,No,,1493,0.072167,0.005242,25269
+S14000051,S92000003,Orkney and Shetland,,Scotland,Scotland,County,Reform UK,RUK,PP7931,1036,,Robert,Smith,Male,No,No,,1586,0.076663,0.037803,3747
+S14000051,S92000003,Orkney and Shetland,,Scotland,Scotland,County,Scottish Green Party,Green,PP130,1057,,Alex,Armitage,Male,No,No,,2046,0.098898,,35644
+S14000051,S92000003,Orkney and Shetland,,Scotland,Scotland,County,Scottish National Party,SNP,PP102,29,,Robert,Leslie,Male,No,No,,3585,0.173289,-0.166694,71964
+S14000051,S92000003,Orkney and Shetland,,Scotland,Scotland,County,Liberal Democrat,LD,PP90,17,,Alistair,Carmichael,Male,Yes,Yes,1442,11392,0.550657,0.102428,1331
+E14001417,E12000007,Orpington,,London,England,Borough,Social Democratic Party,SDP,PP243,32,,John,Bright,Male,No,No,,240,0.005209,,116868
+E14001417,E12000007,Orpington,,London,England,Borough,Green,Green,PP63,44,,Seamus,McCauley,Male,No,No,,2319,0.050333,0.013077,72383
+E14001417,E12000007,Orpington,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Graeme,Casey,Male,No,No,,4728,0.10262,-0.043322,36730
+E14001417,E12000007,Orpington,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Mark,James,Male,No,No,,8896,0.193085,,116052
+E14001417,E12000007,Orpington,,London,England,Borough,Labour,Lab,PP53,15,,Ju,Owens,Female,No,No,,12386,0.268834,0.071093,93567
+E14001417,E12000007,Orpington,,London,England,Borough,Conservative,Con,PP52,4,,Gareth,Bacon,Male,Yes,Yes,4798,17504,0.379919,-0.239142,7822
+E14001418,E12000003,Ossett and Denby Dale,,Yorkshire and The Humber,England,County,The Yorkshire Party,Yrks,PP2055,262,,David,Herdson,Male,No,No,,810,0.018462,,44841
+E14001418,E12000003,Ossett and Denby Dale,,Yorkshire and The Humber,England,County,Liberal Democrat,LD,PP90,17,,James,Wilkinson,Male,No,No,,1785,0.040686,-0.008689,8639
+E14001418,E12000003,Ossett and Denby Dale,,Yorkshire and The Humber,England,County,Green,Green,PP63,44,,Neil,Doig,Male,No,No,,2132,0.048595,0.03621,116602
+E14001418,E12000003,Ossett and Denby Dale,,Yorkshire and The Humber,England,County,Reform UK,RUK,PP7931,1036,,Sandra,Senior,Female,No,No,,9224,0.210243,0.15914,109922
+E14001418,E12000003,Ossett and Denby Dale,,Yorkshire and The Humber,England,County,Conservative,Con,PP52,4,,Mark,Eastwood,Male,Yes,Yes,4807,12690,0.289244,-0.249289,8640
+E14001418,E12000003,Ossett and Denby Dale,,Yorkshire and The Humber,England,County,Labour,Lab,PP53,15,,Jade,Botterill,Female,No,No,5236,17232,0.39277,0.081093,115841
+E14001419,E12000008,Oxford East,,South East,England,Borough,Workers Revolutionary Party,WRP,PP184,167,,Brandon,French,Male,No,No,,197,0.005007,,117570
+E14001419,E12000008,Oxford East,,South East,England,Borough,Social Democratic Party,SDP,PP243,32,,Benjamin,Adams,Male,No,No,,232,0.005897,,116348
+E14001419,E12000008,Oxford East,,South East,England,Borough,Party of Women,POW,PP17545,1102,,Katherine,Longthorp,Female,No,No,,337,0.008566,,117571
+E14001419,E12000008,Oxford East,,South East,England,Borough,Rejoin EU,REU,PP11423,1040,,Andrew,Smith,Male,No,No,,425,0.010803,,83769
+E14001419,E12000008,Oxford East,,South East,England,Borough,Independent,Ind,,8,,Jabu,Nala-Hartley,Female,No,No,,600,0.015251,,72996
+E14001419,E12000008,Oxford East,,South East,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Zaid,Marham,Male,No,No,,615,0.015633,,72577
+E14001419,E12000008,Oxford East,,South East,England,Borough,Independent,Ind,,8,,Amir,Ali,Male,No,No,,1761,0.044762,,86953
+E14001419,E12000008,Oxford East,,South East,England,Borough,Independent Oxford Alliance,IOA,PP17505,1093,,David,Henwood,Male,No,No,,2381,0.060522,,8786
+E14001419,E12000008,Oxford East,,South East,England,Borough,Liberal Democrat,LD,PP90,17,,Theodore,Jupp,Male,No,No,,3437,0.087364,-0.052795,79515
+E14001419,E12000008,Oxford East,,South East,England,Borough,Conservative,Con,PP52,4,,Louise,Brown,Female,No,No,,4739,0.12046,-0.094002,73988
+E14001419,E12000008,Oxford East,,South East,England,Borough,Green,Green,PP63,44,,Sushila,Dhall,Female,No,No,,5076,0.129026,0.082028,3227
+E14001419,E12000008,Oxford East,,South East,England,Borough,Labour and Co-operative,Lab,PP53,15,PP119,Anneliese,Dodds,Female,Yes,Yes,4657,19541,0.496708,-0.067746,1037
+E14001420,E12000008,Oxford West and Abingdon,,South East,England,County,Independent,Ind,,8,,Josh,Phillips,Male,No,No,,168,0.003652,,35130
+E14001420,E12000008,Oxford West and Abingdon,,South East,England,County,Christian Peoples Alliance Party,CPA,PP79,80,,Ian,Shelley,Male,No,No,,256,0.005565,,117048
+E14001420,E12000008,Oxford West and Abingdon,,South East,England,County,Social Democratic Party,SDP,PP243,32,,Anni,Byard,Female,No,No,,259,0.005631,,117589
+E14001420,E12000008,Oxford West and Abingdon,,South East,England,County,Green,Green,PP63,44,,Chris,Goodall,Male,No,No,,3236,0.070351,0.065645,3138
+E14001420,E12000008,Oxford West and Abingdon,,South East,England,County,Reform UK,RUK,PP7931,1036,,James,Gunn,Male,No,No,,4164,0.090526,0.075993,116351
+E14001420,E12000008,Oxford West and Abingdon,,South East,England,County,Labour,Lab,PP53,15,,Stephen,Webb,Male,No,No,,5981,0.130027,0.012065,25687
+E14001420,E12000008,Oxford West and Abingdon,,South East,England,County,Conservative,Con,PP52,4,,Vinay,Raniga,Male,No,No,,8520,0.185225,-0.15568,114965
+E14001420,E12000008,Oxford West and Abingdon,,South East,England,County,Liberal Democrat,LD,PP90,17,,Layla,Moran,Female,Yes,Yes,4656,23414,0.509022,-0.012871,2447
+S14000101,S92000003,Paisley and Renfrewshire North,,Scotland,Scotland,Burgh,Liberal Democrat,LD,PP90,17,,Grant,Toghill,Male,No,No,,1374,0.033093,-0.042562,86025
+S14000101,S92000003,Paisley and Renfrewshire North,,Scotland,Scotland,Burgh,Scottish Green Party,Green,PP130,1057,,Jen,Bell,Female,No,No,,1469,0.035381,,95414
+S14000101,S92000003,Paisley and Renfrewshire North,,Scotland,Scotland,Burgh,Conservative,Con,PP52,4,,David,McGonigle,Male,No,No,,2659,0.064043,-0.13122,86028
+S14000101,S92000003,Paisley and Renfrewshire North,,Scotland,Scotland,Burgh,Reform UK,RUK,PP7931,1036,,Andrew,Scott,Male,No,No,,3228,0.077748,0.074627,117617
+S14000101,S92000003,Paisley and Renfrewshire North,,Scotland,Scotland,Burgh,Scottish National Party,SNP,PP102,29,,Gavin,Newlands,Male,Yes,Yes,4420,13228,0.318601,-0.170005,6054
+S14000101,S92000003,Paisley and Renfrewshire North,,Scotland,Scotland,Burgh,Labour,Lab,PP53,15,,Alison,Taylor,Female,No,No,5093,19561,0.471134,0.233779,34279
+S14000102,S92000003,Paisley and Renfrewshire South,,Scotland,Scotland,County,Freedom Alliance,FA,PP17509,1035,,Mark,Turnbull,Male,No,No,,113,0.002737,,74670
+S14000102,S92000003,Paisley and Renfrewshire South,,Scotland,Scotland,County,Independent,Ind,,8,,Paul,Mack,Male,No,No,,317,0.007679,,2678
+S14000102,S92000003,Paisley and Renfrewshire South,,Scotland,Scotland,County,Liberal Democrat,LD,PP90,17,,Jack,Clark,Male,No,No,,1315,0.031853,-0.030411,21923
+S14000102,S92000003,Paisley and Renfrewshire South,,Scotland,Scotland,County,Scottish Green Party,Green,PP130,1057,,Athol,Bond,Male,No,No,,1724,0.041761,,86185
+S14000102,S92000003,Paisley and Renfrewshire South,,Scotland,Scotland,County,Conservative,Con,PP52,4,,Alec,Leishman,Male,No,No,,2219,0.053751,-0.127811,84112
+S14000102,S92000003,Paisley and Renfrewshire South,,Scotland,Scotland,County,Reform UK,RUK,PP7931,1036,,Jim,McIlroy,Male,No,No,,2956,0.071603,,117612
+S14000102,S92000003,Paisley and Renfrewshire South,,Scotland,Scotland,County,Scottish National Party,SNP,PP102,29,,Jacqueline,Cameron,Female,No,No,,13056,0.316256,-0.181443,20875
+S14000102,S92000003,Paisley and Renfrewshire South,,Scotland,Scotland,County,Labour,Lab,PP53,15,,Johanna,Baxter,Female,No,No,5063,19583,0.47436,0.215885,9128
+E14001421,E12000007,Peckham,,London,England,Borough,Independent,Ind,,8,,Stefan,Harvey,Male,No,No,,153,0.003944,,117620
+E14001421,E12000007,Peckham,,London,England,Borough,The Yoruba Party in the UK,YPUK,PP17452,1083,,Olusola,Oni,Male,No,No,,261,0.006727,,117623
+E14001421,E12000007,Peckham,,London,England,Borough,Rejoin EU,REU,PP11423,1040,,Alex,Kerr,Male,No,No,,285,0.007346,,109389
+E14001421,E12000007,Peckham,,London,England,Borough,Workers Revolutionary Party,WRP,PP184,167,,Mariatu,Kargbo,Female,No,No,,355,0.00915,0.006299,117621
+E14001421,E12000007,Peckham,,London,England,Borough,Independent,Ind,,8,,Jennifer,Blake,Female,No,No,,555,0.014305,,117619
+E14001421,E12000007,Peckham,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Linda,Purcell,Female,No,No,,1790,0.046138,0.023443,87086
+E14001421,E12000007,Peckham,,London,England,Borough,Conservative,Con,PP52,4,,Ben,Mascall,Male,No,No,,2276,0.058664,-0.053554,117622
+E14001421,E12000007,Peckham,,London,England,Borough,Liberal Democrat,LD,PP90,17,,David,Watson,Male,No,No,,2724,0.070212,-0.033634,86201
+E14001421,E12000007,Peckham,,London,England,Borough,Green,Green,PP63,44,,Claire,Sheppard,Female,No,No,,7585,0.195505,0.1454,48361
+E14001421,E12000007,Peckham,,London,England,Borough,Labour and Co-operative,Lab,PP53,15,PP119,Miatta,Fahnbulleh,Female,No,No,5099,22813,0.588009,-0.120276,116053
+E14001422,E12000002,Pendle and Clitheroe,,North West,England,County,Independent,Ind,,8,,Tony,Johnson,Male,No,No,,133,0.002845,,7431
+E14001422,E12000002,Pendle and Clitheroe,,North West,England,County,Rejoin EU,REU,PP11423,1040,,Christopher,Thompson,Male,No,No,,190,0.004064,,117041
+E14001422,E12000002,Pendle and Clitheroe,,North West,England,County,Workers Party of Britain,WPB,PP11382,1042,,Syed,Hashmi,Male,No,No,,336,0.007187,,113164
+E14001422,E12000002,Pendle and Clitheroe,,North West,England,County,Green,Green,PP63,44,,Lex,Kristan,Female,No,No,,1421,0.030393,0.009573,99472
+E14001422,E12000002,Pendle and Clitheroe,,North West,England,County,Liberal Democrat,LD,PP90,17,,Anna,Fryer,Female,No,No,,2039,0.043611,-0.029817,34656
+E14001422,E12000002,Pendle and Clitheroe,,North West,England,County,Independent,Ind,,8,,Zulfikar,Khan,Male,No,No,,3108,0.066476,,117294
+E14001422,E12000002,Pendle and Clitheroe,,North West,England,County,Reform UK,RUK,PP7931,1036,,Victoria,Fletcher,Female,No,No,,8171,0.174766,,37802
+E14001422,E12000002,Pendle and Clitheroe,,North West,England,County,Conservative,Con,PP52,4,,Andrew,Stephenson,Male,Yes,Yes,4044,15227,0.325683,-0.243663,2871
+E14001422,E12000002,Pendle and Clitheroe,,North West,England,County,Labour,Lab,PP53,15,,Jonathan,Hinder,Male,No,No,5264,16129,0.344976,0.014096,107150
+E14001423,E12000003,Penistone and Stocksbridge,,Yorkshire and The Humber,England,County,Green,Green,PP63,44,,Andy,Davies,Male,No,No,,2044,0.046492,,116712
+E14001423,E12000003,Penistone and Stocksbridge,,Yorkshire and The Humber,England,County,Liberal Democrat,LD,PP90,17,,Rob,Reiss,Male,No,No,,2866,0.065188,-0.036872,82048
+E14001423,E12000003,Penistone and Stocksbridge,,Yorkshire and The Humber,England,County,Reform UK,RUK,PP7931,1036,,Edward,Dillingham,Male,No,No,,9456,0.21508,0.128246,76261
+E14001423,E12000003,Penistone and Stocksbridge,,Yorkshire and The Humber,England,County,Conservative,Con,PP52,4,,Miriam,Cates,Female,Yes,Yes,4865,10430,0.237234,-0.241118,39427
+E14001423,E12000003,Penistone and Stocksbridge,,Yorkshire and The Humber,England,County,Labour,Lab,PP53,15,,Marie,Tidball,Female,No,No,5098,19169,0.436006,0.103251,8802
+E14001424,E12000002,Penrith and Solway,,North West,England,County,Independent,Ind,,8,,Roy,Ivinson,Male,No,No,,119,0.002415,,7416
+E14001424,E12000002,Penrith and Solway,,North West,England,County,Social Democratic Party,SDP,PP243,32,,Shaun,Long,Male,No,No,,156,0.003166,,116167
+E14001424,E12000002,Penrith and Solway,,North West,England,County,Independent,Ind,,8,,Chris,Johnston,Male,No,No,,195,0.003957,,117312
+E14001424,E12000002,Penrith and Solway,,North West,England,County,Green,Green,PP63,44,,Susan,Denham-Smith,Female,No,No,,1730,0.035105,0.004035,116169
+E14001424,E12000002,Penrith and Solway,,North West,England,County,Liberal Democrat,LD,PP90,17,,Julia,Aglionby,Female,No,No,,4742,0.096224,0.014543,71351
+E14001424,E12000002,Penrith and Solway,,North West,England,County,Reform UK,RUK,PP7931,1036,,Matthew,Moody,Male,No,No,,7624,0.154705,0.136777,116168
+E14001424,E12000002,Penrith and Solway,,North West,England,County,Conservative,Con,PP52,4,,Mark,Jenkinson,Male,Yes,Yes,4752,14729,0.298878,-0.249295,4926
+E14001424,E12000002,Penrith and Solway,,North West,England,County,Labour,Lab,PP53,15,,Markus,Campbell-Savours,Male,No,No,5124,19986,0.405552,0.104071,54576
+S14000103,S92000003,Perth and Kinross-shire,,Scotland,Scotland,County,Independent,Ind,,8,,Sally,Hughes,Female,No,No,,679,0.013559,,116801
+S14000103,S92000003,Perth and Kinross-shire,,Scotland,Scotland,County,Reform UK,RUK,PP7931,1036,,Helen,McDade,Female,No,No,,2970,0.059309,0.052192,116262
+S14000103,S92000003,Perth and Kinross-shire,,Scotland,Scotland,County,Liberal Democrat,LD,PP90,17,,Amanda,Clark,Female,No,No,,3681,0.073507,-0.006249,76375
+S14000103,S92000003,Perth and Kinross-shire,,Scotland,Scotland,County,Labour,Lab,PP53,15,,Graham,Cox,Male,No,No,,9018,0.180083,0.130193,86133
+S14000103,S92000003,Perth and Kinross-shire,,Scotland,Scotland,County,Conservative,Con,PP52,4,,Luke,Graham,Male,No,Yes,4622,14801,0.295565,-0.115128,5516
+S14000103,S92000003,Perth and Kinross-shire,,Scotland,Scotland,County,Scottish National Party,SNP,PP102,29,,Pete,Wishart,Male,Yes,Yes,1440,18928,0.377978,-0.074567,2419
+E14001425,E12000006,Peterborough,,East of England,England,County,Independent,Ind,,8,,Zahid,Khan,Male,No,No,,211,0.005039,,117781
+E14001425,E12000006,Peterborough,,East of England,England,County,Christian Peoples Alliance Party,CPA,PP79,80,,Tom,Rogers,Male,No,No,,225,0.005374,0.002177,70589
+E14001425,E12000006,Peterborough,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Nick,Sandford,Male,No,No,,1746,0.041699,-0.007336,638
+E14001425,E12000006,Peterborough,,East of England,England,County,Green,Green,PP63,44,,Nicola,Day,Female,No,No,,2542,0.060709,0.045613,6347
+E14001425,E12000006,Peterborough,,East of England,England,County,Workers Party of Britain,WPB,PP11382,1042,,Amjad,Hussain,Male,No,No,,5051,0.12063,,117780
+E14001425,E12000006,Peterborough,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Sue,Morris,Female,No,No,,5379,0.128463,0.083959,74120
+E14001425,E12000006,Peterborough,,East of England,England,County,Conservative,Con,PP52,4,,Paul,Bristow,Male,Yes,Yes,4792,13300,0.317635,-0.147198,1259
+E14001425,E12000006,Peterborough,,East of England,England,County,Labour and Co-operative,Lab,PP53,15,PP119,Andrew,Pakes,Male,No,No,5243,13418,0.320453,-0.094986,3550
+E14001426,E12000009,Plymouth Moor View,,South West,England,Borough,Green,Green,PP63,44,,Georgia,Nelson,Female,No,No,,1694,0.039528,0.013485,81637
+E14001426,E12000009,Plymouth Moor View,,South West,England,Borough,Liberal Democrat,LD,PP90,17,,Sarah,Martin,Female,No,No,,1766,0.041208,-0.009257,71584
+E14001426,E12000009,Plymouth Moor View,,South West,England,Borough,Reform UK,RUK,PP7931,1036,,Shaun,Hooper,Male,No,No,,9670,0.225639,0.223355,109419
+E14001426,E12000009,Plymouth Moor View,,South West,England,Borough,Conservative,Con,PP52,4,,Johnny,Mercer,Male,Yes,Yes,4485,12061,0.281431,-0.316883,4223
+E14001426,E12000009,Plymouth Moor View,,South West,England,Borough,Labour,Lab,PP53,15,,Fred,Thomas,Male,No,No,5174,17665,0.412194,0.0893,115219
+E14001427,E12000009,Plymouth Sutton and Devonport,,South West,England,Borough,Socialist Labour Party,SL,PP73,147,,Robert,Hawkins,Male,No,No,,183,0.004347,,3558
+E14001427,E12000009,Plymouth Sutton and Devonport,,South West,England,Borough,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,Alex,Moore,Male,No,No,,220,0.005226,,105745
+E14001427,E12000009,Plymouth Sutton and Devonport,,South West,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Guy,Haywood,Male,No,No,,311,0.007388,,116429
+E14001427,E12000009,Plymouth Sutton and Devonport,,South West,England,Borough,Independent,Ind,,8,,Chaz,Singh,Male,No,No,,619,0.014705,,4434
+E14001427,E12000009,Plymouth Sutton and Devonport,,South West,England,Borough,Liberal Democrat,LD,PP90,17,,Holly,Greenberry-Pullen,Female,No,No,,2441,0.057988,0.008945,107220
+E14001427,E12000009,Plymouth Sutton and Devonport,,South West,England,Borough,Green,Green,PP63,44,,Cam,Hayward,Male,No,No,,3186,0.075686,0.045724,112552
+E14001427,E12000009,Plymouth Sutton and Devonport,,South West,England,Borough,Conservative,Con,PP52,4,,Gareth,Streeter,Male,No,No,,6873,0.163274,-0.216829,5898
+E14001427,E12000009,Plymouth Sutton and Devonport,,South West,England,Borough,Reform UK,RUK,PP7931,1036,,Peter,Gold,Male,No,No,,7467,0.177384,0.120567,107114
+E14001427,E12000009,Plymouth Sutton and Devonport,,South West,England,Borough,Labour and Co-operative,Lab,PP53,15,PP119,Luke,Pollard,Male,Yes,Yes,4682,20795,0.494002,0.009926,3562
+E14001428,E12000003,"Pontefract, Castleford and Knottingley",,Yorkshire and The Humber,England,County,Social Democratic Party,SDP,PP243,32,,Trevor,Lake,Male,No,No,,139,0.003866,,87956
+E14001428,E12000003,"Pontefract, Castleford and Knottingley",,Yorkshire and The Humber,England,County,Liberal Democrat,LD,PP90,17,,Jamie,Needle,Male,No,No,,1213,0.033735,-0.03409,38371
+E14001428,E12000003,"Pontefract, Castleford and Knottingley",,Yorkshire and The Humber,England,County,Green,Green,PP63,44,,Olli,Watkins,Male,No,No,,1651,0.045916,,99328
+E14001428,E12000003,"Pontefract, Castleford and Knottingley",,Yorkshire and The Humber,England,County,Conservative,Con,PP52,4,,Laura,Weldon,Female,No,No,,5406,0.150346,-0.205305,59396
+E14001428,E12000003,"Pontefract, Castleford and Knottingley",,Yorkshire and The Humber,England,County,Reform UK,RUK,PP7931,1036,,John,Thomas,Male,No,No,,10459,0.290875,0.132932,36767
+E14001428,E12000003,"Pontefract, Castleford and Knottingley",,Yorkshire and The Humber,England,County,Labour,Lab,PP53,15,,Yvette,Cooper,Female,Yes,Yes,420,17089,0.475262,0.093392,2607
+W07000106,W92000004,Pontypridd,,Wales,Wales,County,Independent,Ind,,8,,Jonathan,Bishop,Male,No,No,,44,0.001117,,5769
+W07000106,W92000004,Pontypridd,,Wales,Wales,County,Independent,Ind,,8,,Joe,Biddulph,Male,No,No,,198,0.005028,,117558
+W07000106,W92000004,Pontypridd,,Wales,Wales,County,Liberal Democrat,LD,PP90,17,,David,Mathias,Male,No,No,,1606,0.040784,0.026765,116493
+W07000106,W92000004,Pontypridd,,Wales,Wales,County,Green,Green,PP63,44,,Angela,Karadog,Female,No,No,,1865,0.047361,0.045146,116494
+W07000106,W92000004,Pontypridd,,Wales,Wales,County,Independent,Ind,,8,,Wayne,Owen,Male,No,No,,2567,0.065189,,34053
+W07000106,W92000004,Pontypridd,,Wales,Wales,County,Conservative,Con,PP52,4,,Jack,Robson,Male,No,No,,3775,0.095866,-0.177418,117559
+W07000106,W92000004,Pontypridd,,Wales,Wales,County,Plaid Cymru,PC,PP77,22,,William,Rees,Male,No,No,,5275,0.133958,0.02507,72929
+W07000106,W92000004,Pontypridd,,Wales,Wales,County,Reform UK,RUK,PP7931,1036,,Steven,Bayliss,Male,No,No,,7823,0.198664,0.114086,72615
+W07000106,W92000004,Pontypridd,,Wales,Wales,County,Labour,Lab,PP53,15,,Alex,Davies-Jones,Female,Yes,Yes,4849,16225,0.412032,-0.054279,33757
+E14001429,E12000009,Poole,,South West,England,Borough,UK Independence Party,UKIP,PP85,35,,Leanne,Barnes,Female,No,No,,325,0.007304,,96315
+E14001429,E12000009,Poole,,South West,England,Borough,Independent,Ind,,8,,Joe,Cronin,Male,No,No,,698,0.015687,,117374
+E14001429,E12000009,Poole,,South West,England,Borough,Green,Green,PP63,44,,Sarah,Ward,Female,No,No,,2218,0.049848,0.015402,60343
+E14001429,E12000009,Poole,,South West,England,Borough,Liberal Democrat,LD,PP90,17,,Oliver,Walters,Male,No,No,,5507,0.123767,-0.029714,101977
+E14001429,E12000009,Poole,,South West,England,Borough,Reform UK,RUK,PP7931,1036,,Andrei,Dragotoniu,Male,No,No,,7429,0.166963,,111685
+E14001429,E12000009,Poole,,South West,England,Borough,Conservative,Con,PP52,4,,Robert,Syms,Male,Yes,Yes,245,14150,0.318013,-0.269987,193
+E14001429,E12000009,Poole,,South West,England,Borough,Labour,Lab,PP53,15,,Neil,Duncan-Jordan,Male,No,No,5359,14168,0.318418,0.111721,60349
+E14001430,E12000007,Poplar and Limehouse,,London,England,Borough,Social Democratic Party,SDP,PP243,32,,Manny,Lawal,Male,No,No,,194,0.004506,,109368
+E14001430,E12000007,Poplar and Limehouse,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Kamran,Khan,Male,No,No,,1463,0.033983,,116055
+E14001430,E12000007,Poplar and Limehouse,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Tony,Glover,Male,No,No,,3403,0.079046,0.055452,109133
+E14001430,E12000007,Poplar and Limehouse,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Richard,Flowers,Male,No,No,,4189,0.097303,-0.057715,34484
+E14001430,E12000007,Poplar and Limehouse,,London,England,Borough,Independent,Ind,,8,,Ehtashamul,Haque,Male,No,No,,4554,0.105782,,40023
+E14001430,E12000007,Poplar and Limehouse,,London,England,Borough,Conservative,Con,PP52,4,,Freddie,Downing,Male,No,No,,4738,0.110056,-0.066641,93629
+E14001430,E12000007,Poplar and Limehouse,,London,England,Borough,Green,Green,PP63,44,,Nathalie,Bienfait,Female,No,No,,5975,0.138789,0.104801,83852
+E14001430,E12000007,Poplar and Limehouse,,London,England,Borough,Labour,Lab,PP53,15,,Apsana,Begum,Female,Yes,Yes,4790,18535,0.430536,-0.17289,71587
+E14001431,E12000008,Portsmouth North,,South East,England,Borough,Green,Green,PP63,44,,Duncan,Robinson,Male,No,No,,1851,0.044503,0.016099,38019
+E14001431,E12000008,Portsmouth North,,South East,England,Borough,Liberal Democrat,LD,PP90,17,,Simon,Dodd,Male,No,No,,3031,0.072873,-0.001599,7182
+E14001431,E12000008,Portsmouth North,,South East,England,Borough,Reform UK,RUK,PP7931,1036,,Melvyn,Todd,Male,No,No,,8501,0.204385,,13943
+E14001431,E12000008,Portsmouth North,,South East,England,Borough,Conservative,Con,PP52,4,,Penny,Mordaunt,Female,Yes,Yes,4017,13715,0.329743,-0.283892,1692
+E14001431,E12000008,Portsmouth North,,South East,England,Borough,Labour,Lab,PP53,15,,Amanda,Martin,Female,No,No,5294,14495,0.348496,0.078577,72340
+E14001432,E12000008,Portsmouth South,,South East,England,Borough,Portsmouth Independent Party,PIP,PP10253,1103,,Jacob,Short,Male,No,No,,733,0.01883,,102289
+E14001432,E12000008,Portsmouth South,,South East,England,Borough,Green,Green,PP63,44,,Elliott,Lee,Male,No,No,,3107,0.079814,,82708
+E14001432,E12000008,Portsmouth South,,South East,England,Borough,Liberal Democrat,LD,PP90,17,,Charlie,Murphy,Male,No,No,,4886,0.125514,0.01127,114975
+E14001432,E12000008,Portsmouth South,,South East,England,Borough,Conservative,Con,PP52,4,,Signe,Biddle,Female,No,No,,5643,0.14496,-0.228366,68363
+E14001432,E12000008,Portsmouth South,,South East,England,Borough,Reform UK,RUK,PP7931,1036,,Mark,Zimmer,Male,No,No,,5702,0.146476,0.125517,102285
+E14001432,E12000008,Portsmouth South,,South East,England,Borough,Labour,Lab,PP53,15,,Stephen,Morgan,Male,Yes,Yes,4653,18857,0.484407,-0.002003,17736
+E14001433,E12000002,Preston,,North West,England,Borough,UK Independence Party,UKIP,PP84,35,,Derek,Killeen,Male,No,No,,124,0.003101,,16677
+E14001433,E12000002,Preston,,North West,England,Borough,Alliance for Democracy and Freedom,ADF,PP10288,1075,,David,Brooks,Male,No,No,,145,0.003626,,97501
+E14001433,E12000002,Preston,,North West,England,Borough,Rejoin EU,REU,PP11423,1040,,Joseph,O'Meachair,Male,No,No,,216,0.005401,,117227
+E14001433,E12000002,Preston,,North West,England,Borough,Independent,Ind,,8,,Yousuf,Bhailok,Male,No,No,,891,0.022279,,117225
+E14001433,E12000002,Preston,,North West,England,Borough,Green,Green,PP63,44,,Isabella,Metcalf-Riener,Female,No,No,,1751,0.043783,0.023788,106851
+E14001433,E12000002,Preston,,North West,England,Borough,Liberal Democrat,LD,PP90,17,,Neil,Darby,Male,No,No,,3195,0.079889,0.012321,34595
+E14001433,E12000002,Preston,,North West,England,Borough,Conservative,Con,PP52,4,,Trevor,Hart,Male,No,No,,5212,0.130323,-0.167668,16717
+E14001433,E12000002,Preston,,North West,England,Borough,Reform UK,RUK,PP7931,1036,,James,Elliot,Male,No,No,,5738,0.143475,0.101886,79804
+E14001433,E12000002,Preston,,North West,England,Borough,Independent,Ind,,8,,Michael,Lavalette,Male,No,No,,8715,0.217913,,116171
+E14001433,E12000002,Preston,,North West,England,Borough,Labour and Co-operative,Lab,PP53,15,PP119,Mark,Hendrick,Male,Yes,Yes,473,14006,0.350211,-0.222645,3878
+E14001434,E12000007,Putney,,London,England,Borough,Rejoin EU,REU,PP11423,1040,,Felix,Burford-Connole,Male,No,No,,332,0.006735,,117713
+E14001434,E12000007,Putney,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Heiko,Khoo,Male,No,No,,491,0.00996,,74729
+E14001434,E12000007,Putney,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Peter,Hunter,Male,No,No,,3070,0.062278,0.06163,117714
+E14001434,E12000007,Putney,,London,England,Borough,Green,Green,PP63,44,,Fergal,McEntee,Male,No,No,,3721,0.075484,0.052108,41061
+E14001434,E12000007,Putney,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Kieren,McCarthy,Male,No,No,,5943,0.12056,-0.048406,116056
+E14001434,E12000007,Putney,,London,England,Borough,Conservative,Con,PP52,4,,Lee,Roberts,Male,No,No,,11625,0.235825,-0.127914,91120
+E14001434,E12000007,Putney,,London,England,Borough,Labour,Lab,PP53,15,,Fleur,Anderson,Female,Yes,Yes,4788,24113,0.489157,0.045887,43423
+E14001435,E12000007,Queen's Park and Maida Vale,,London,England,Borough,Independent,Ind,,8,,Abdulla,Dharamsi,Male,No,No,,601,0.015674,,2
+E14001435,E12000007,Queen's Park and Maida Vale,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Irakli,Menabde,Male,No,No,,1792,0.046736,,116058
+E14001435,E12000007,Queen's Park and Maida Vale,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Angela,Carter-Begbie,Female,No,No,,2106,0.054925,0.045706,81604
+E14001435,E12000007,Queen's Park and Maida Vale,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Helen,Baxter,Female,No,No,,3417,0.089117,-0.049949,77594
+E14001435,E12000007,Queen's Park and Maida Vale,,London,England,Borough,Conservative,Con,PP52,4,,Samia,Hersi,Female,No,No,,5088,0.132697,-0.065187,84237
+E14001435,E12000007,Queen's Park and Maida Vale,,London,England,Borough,Green,Green,PP63,44,,Vivien,Lichtenstein,Female,No,No,,5213,0.135957,0.10388,41003
+E14001435,E12000007,Queen's Park and Maida Vale,,London,England,Borough,Labour,Lab,PP53,15,,Georgia,Gould,Female,No,No,5305,20126,0.524894,-0.094294,41763
+E14001436,E12000003,Rawmarsh and Conisbrough,,Yorkshire and The Humber,England,County,Workers Party of Britain,WPB,PP11382,1042,,Robert,Watson,Male,No,No,,268,0.007905,,117806
+E14001436,E12000003,Rawmarsh and Conisbrough,,Yorkshire and The Humber,England,County,Liberal Democrat,LD,PP90,17,,Paul,Horton,Male,No,No,,1137,0.033536,-0.003461,71989
+E14001436,E12000003,Rawmarsh and Conisbrough,,Yorkshire and The Humber,England,County,Green,Green,PP63,44,,Tom,Hill,Male,No,No,,1687,0.049758,0.044973,18445
+E14001436,E12000003,Rawmarsh and Conisbrough,,Yorkshire and The Humber,England,County,Conservative,Con,PP52,4,,Oliver,Harvey,Male,No,No,,4496,0.13261,-0.237161,116962
+E14001436,E12000003,Rawmarsh and Conisbrough,,Yorkshire and The Humber,England,County,Reform UK,RUK,PP7931,1036,,Adam,Wood,Male,No,No,,9704,0.28622,0.125037,39059
+E14001436,E12000003,Rawmarsh and Conisbrough,,Yorkshire and The Humber,England,County,Labour,Lab,PP53,15,,John,Healey,Male,Yes,Yes,400,16612,0.489972,0.089197,3361
+E14001437,E12000006,Rayleigh and Wickford,,East of England,England,County,Green,Green,PP63,44,,Chris,Taylor,Male,No,No,,2196,0.045771,0.008788,110181
+E14001437,E12000006,Rayleigh and Wickford,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Stewart,Mott,Male,No,No,,4068,0.084789,0.007785,42933
+E14001437,E12000006,Rayleigh and Wickford,,East of England,England,County,Labour,Lab,PP53,15,,James,Hedges,Male,No,No,,11823,0.246425,0.089737,77257
+E14001437,E12000006,Rayleigh and Wickford,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Grant,Randall,Male,No,No,,12135,0.252928,,99153
+E14001437,E12000006,Rayleigh and Wickford,,East of England,England,County,Conservative,Con,PP52,4,,Mark,Francois,Male,Yes,Yes,1444,17756,0.370086,-0.359238,449
+E14001438,E12000008,Reading Central,,South East,England,Borough,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,Adam,Gillman,Male,No,No,,221,0.00488,,112532
+E14001438,E12000008,Reading Central,,South East,England,Borough,Independent,Ind,,8,,Michael,Turberville,Male,No,No,,227,0.005012,,292
+E14001438,E12000008,Reading Central,,South East,England,Borough,Reform UK,RUK,PP7931,1036,,Andrew,Williams,Male,No,No,,3904,0.086198,0.075059,116353
+E14001438,E12000008,Reading Central,,South East,England,Borough,Liberal Democrat,LD,PP90,17,,Henry,Wright,Male,No,No,,3963,0.087501,0.023693,52914
+E14001438,E12000008,Reading Central,,South East,England,Borough,Green,Green,PP63,44,,Dave,McElroy,Male,No,No,,6417,0.141684,0.110576,71921
+E14001438,E12000008,Reading Central,,South East,England,Borough,Conservative,Con,PP52,4,,Raj,Singh,Male,No,No,,8961,0.197854,-0.166128,39869
+E14001438,E12000008,Reading Central,,South East,England,Borough,Labour,Lab,PP53,15,,Matt,Rodda,Male,Yes,Yes,4654,21598,0.476872,-0.049171,710
+E14001439,E12000008,Reading West and Mid Berkshire,,South East,England,County,Independent,Ind,,8,,Adie,Peppiatt,Male,No,No,,272,0.005843,,117707
+E14001439,E12000008,Reading West and Mid Berkshire,,South East,England,County,Independent,Ind,,8,,Adrian,Abbs,Male,No,No,,562,0.012073,,67975
+E14001439,E12000008,Reading West and Mid Berkshire,,South East,England,County,Green,Green,PP63,44,,Carolyne,Culver,Female,No,No,,3169,0.068076,0.033896,67969
+E14001439,E12000008,Reading West and Mid Berkshire,,South East,England,County,Liberal Democrat,LD,PP90,17,,Helen,Belcher,Female,No,No,,5103,0.109622,-0.059378,9388
+E14001439,E12000008,Reading West and Mid Berkshire,,South East,England,County,Reform UK,RUK,PP7931,1036,,Kathrin,Bosley,Female,No,No,,6260,0.134476,,116338
+E14001439,E12000008,Reading West and Mid Berkshire,,South East,England,County,Conservative,Con,PP52,4,,Ross,Mackinnon,Male,No,No,,14912,0.320337,-0.247538,68128
+E14001439,E12000008,Reading West and Mid Berkshire,,South East,England,County,Labour,Lab,PP53,15,,Olivia,Bailey,Female,No,No,5337,16273,0.349574,0.120628,34396
+E14001440,E12000001,Redcar,,North East,England,Borough,Social Democratic Party,SDP,PP243,32,,Gary,Conlin,Male,No,No,,169,0.004423,,116115
+E14001440,E12000001,Redcar,,North East,England,Borough,Green,Green,PP63,44,,Ruth,Hatton,Female,No,No,,1279,0.033474,0.017866,116713
+E14001440,E12000001,Redcar,,North East,England,Borough,Liberal Democrat,LD,PP90,17,,Chris,Jones,Male,No,No,,1542,0.040357,-0.007765,55383
+E14001440,E12000001,Redcar,,North East,England,Borough,Reform UK,RUK,PP7931,1036,,John,Davies,Male,No,No,,7216,0.188856,0.123673,116114
+E14001440,E12000001,Redcar,,North East,England,Borough,Conservative,Con,PP52,4,,Jacob,Young,Male,Yes,Yes,4825,12340,0.322961,-0.15233,5212
+E14001440,E12000001,Redcar,,North East,England,Borough,Labour and Co-operative,Lab,PP53,15,PP119,Anna,Turley,Female,No,Yes,4449,15663,0.40993,0.043718,4408
+E14001441,E12000005,Redditch,,West Midlands,England,County,Workers Party of Britain,WPB,PP11382,1042,,Mohammed,Amin,Male,No,No,,765,0.018053,,98925
+E14001441,E12000005,Redditch,,West Midlands,England,County,Green,Green,PP63,44,,David,Thain,Male,No,No,,2098,0.04951,0.019048,27690
+E14001441,E12000005,Redditch,,West Midlands,England,County,Liberal Democrat,LD,PP90,17,,Andrew,Fieldsend-Roxborough,Male,No,No,,2165,0.051091,-0.012886,90492
+E14001441,E12000005,Redditch,,West Midlands,England,County,Reform UK,RUK,PP7931,1036,,Julie,Allison,Female,No,No,,8516,0.200968,,116534
+E14001441,E12000005,Redditch,,West Midlands,England,County,Conservative,Con,PP52,4,,Rachel,Maclean,Female,Yes,Yes,4668,14021,0.330879,-0.315823,4161
+E14001441,E12000005,Redditch,,West Midlands,England,County,Labour,Lab,PP53,15,,Chris,Bloore,Male,No,No,5109,14810,0.349499,0.090641,25161
+E14001442,E12000008,Reigate,,South East,England,County,Green,Green,PP63,44,,Jonathan,Essex,Male,No,No,,4691,0.088241,0.030413,439
+E14001442,E12000008,Reigate,,South East,England,County,Liberal Democrat,LD,PP90,17,,Mark,Johnston,Male,No,No,,6773,0.127405,-0.071327,79530
+E14001442,E12000008,Reigate,,South East,England,County,Reform UK,RUK,PP7931,1036,,Joseph,Fox,Male,No,No,,7240,0.13619,,40178
+E14001442,E12000008,Reigate,,South East,England,County,Labour,Lab,PP53,15,,Stuart,Brady,Male,No,No,,15635,0.294107,0.124943,20177
+E14001442,E12000008,Reigate,,South East,England,County,Conservative,Con,PP52,4,,Rebecca,Paul,Female,No,No,5297,18822,0.354057,-0.204136,79285
+W07000107,W92000004,Rhondda and Ogmore,,Wales,Wales,County,Liberal Democrat,LD,PP90,17,,Gerald,Francis,Male,No,No,,935,0.026113,0.003339,5790
+W07000107,W92000004,Rhondda and Ogmore,,Wales,Wales,County,Green,Green,PP63,44,,Christine,Glossop,Female,No,No,,1177,0.032872,0.019005,91947
+W07000107,W92000004,Rhondda and Ogmore,,Wales,Wales,County,Conservative,Con,PP52,4,,Adam,Robinson,Male,No,No,,2050,0.057253,-0.097204,12652
+W07000107,W92000004,Rhondda and Ogmore,,Wales,Wales,County,Plaid Cymru,PC,PP77,22,,Owen,Cutler,Male,No,No,,5198,0.145171,0.020844,94219
+W07000107,W92000004,Rhondda and Ogmore,,Wales,Wales,County,Reform UK,RUK,PP7931,1036,,Darren,James,Male,No,No,,9328,0.260515,0.145307,116495
+W07000107,W92000004,Rhondda and Ogmore,,Wales,Wales,County,Labour,Lab,PP53,15,,Chris,Bryant,Male,Yes,Yes,1446,17118,0.478076,-0.084781,3079
+E14001443,E12000002,Ribble Valley,,North West,England,County,Independent,Ind,,8,,Qasim,Ajmi,Male,No,No,,1273,0.02447,,116922
+E14001443,E12000002,Ribble Valley,,North West,England,County,Green,Green,PP63,44,,Caroline,Montague,Female,No,No,,1727,0.033197,0.004751,73230
+E14001443,E12000002,Ribble Valley,,North West,England,County,Liberal Democrat,LD,PP90,17,,John,Potter,Male,No,No,,5001,0.096131,0.016134,4766
+E14001443,E12000002,Ribble Valley,,North West,England,County,Reform UK,RUK,PP7931,1036,,John,Carroll,Male,No,No,,8524,0.163851,0.163736,111178
+E14001443,E12000002,Ribble Valley,,North West,England,County,Conservative,Con,PP52,4,,Nigel,Evans,Male,Yes,Yes,474,17321,0.332949,-0.265462,499
+E14001443,E12000002,Ribble Valley,,North West,England,County,Labour,Lab,PP53,15,,Maya,Ellis,Female,No,No,5228,18177,0.349403,0.073331,116173
+E14001444,E12000003,Richmond and Northallerton,,Yorkshire and The Humber,England,County,Independent,Ind,,8,,Jason,Barnett,Male,No,No,,27,0.000556,,117727
+E14001444,E12000003,Richmond and Northallerton,,Yorkshire and The Humber,England,County,Independent,Ind,,8,,Angie,Campion,Female,No,No,,33,0.00068,,117728
+E14001444,E12000003,Richmond and Northallerton,,Yorkshire and The Humber,England,County,Workers Party of Britain,WPB,PP11382,1042,,Louise,Dickens,Female,No,No,,90,0.001855,,32485
+E14001444,E12000003,Richmond and Northallerton,,Yorkshire and The Humber,England,County,Monster Raving Loony Party,MRLP,PP66,119,,Sir Archibald,Stanton,Male,No,No,,99,0.00204,,72266
+E14001444,E12000003,Richmond and Northallerton,,Yorkshire and The Humber,England,County,The Yorkshire Party,Yrks,PP2055,262,,Rio,Goldhammer,Male,No,No,,132,0.00272,,16133
+E14001444,E12000003,Richmond and Northallerton,,Yorkshire and The Humber,England,County,Independent,Ind,,8,,Niko,Omilana,Male,No,No,,160,0.003297,,74380
+E14001444,E12000003,Richmond and Northallerton,,Yorkshire and The Humber,England,County,Independent,Ind,,8,,Brian,Richmond,Male,No,No,,222,0.004575,,117732
+E14001444,E12000003,Richmond and Northallerton,,Yorkshire and The Humber,England,County,Count Binface Party,CBP,PP12685,1055,,Count,Binface,Male,No,No,,308,0.006347,,34750
+E14001444,E12000003,Richmond and Northallerton,,Yorkshire and The Humber,England,County,Green,Green,PP63,44,,Kevin,Foster,Male,No,No,,2058,0.04241,0.004322,55114
+E14001444,E12000003,Richmond and Northallerton,,Yorkshire and The Humber,England,County,Liberal Democrat,LD,PP90,17,,Daniel,Callaghan,Male,No,No,,4322,0.089066,-0.035742,116584
+E14001444,E12000003,Richmond and Northallerton,,Yorkshire and The Humber,England,County,Reform UK,RUK,PP7931,1036,,Lee,Taylor,Male,No,No,,7142,0.147179,,115786
+E14001444,E12000003,Richmond and Northallerton,,Yorkshire and The Humber,England,County,Labour,Lab,PP53,15,,Tom,Wilson,Male,No,No,,10874,0.224086,0.059668,116748
+E14001444,E12000003,Richmond and Northallerton,,Yorkshire and The Humber,England,County,Conservative,Con,PP52,4,,Rishi,Sunak,Male,Yes,Yes,4483,23059,0.475189,-0.158215,5371
+E14001445,E12000007,Richmond Park,,London,England,Borough,Social Democratic Party,SDP,PP243,32,,Richard,Harrison,Male,No,No,,233,0.004463174,,116814
+E14001445,E12000007,Richmond Park,,London,England,Borough,The Mitre TW9,MTW9,PP15293,1084,,Chris,French,Male,No,No,,349,0.006685183,,117546
+E14001445,E12000007,Richmond Park,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Michael,Hearn,Male,No,No,,3258,0.062407815,,13918
+E14001445,E12000007,Richmond Park,,London,England,Borough,Green,Green,PP63,44,,Chas,Warlow,Male,No,No,,3416,0.065434345,,75804
+E14001445,E12000007,Richmond Park,,London,England,Borough,Labour,Lab,PP53,15,,Laura,Coryton,Female,No,No,,5048,0.096695719,0.044073941,113960
+E14001445,E12000007,Richmond Park,,London,England,Borough,Conservative,Con,PP52,4,,Sara,Gezdari,Female,No,No,,11373,0.217852696,-0.187854634,35706
+E14001445,E12000007,Richmond Park,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Sarah,Olney,Female,Yes,Yes,4591,28528,0.546461067,0.010003267,34333
+E14001446,E12000002,Rochdale,,North West,England,County,Green,Green,PP63,44,,Martyn,Savin,Male,No,No,,1212,0.030538,0.011755,110260
+E14001446,E12000002,Rochdale,,North West,England,County,Liberal Democrat,LD,PP90,17,,Andy,Kelly,Male,No,No,,2816,0.070953,-0.004371,4896
+E14001446,E12000002,Rochdale,,North West,England,County,Conservative,Con,PP52,4,,Paul,Ellison,Male,No,No,,4273,0.107665,-0.207852,12633
+E14001446,E12000002,Rochdale,,North West,England,County,Reform UK,RUK,PP7931,1036,,Michael,Howard,Male,No,No,,6773,0.170656,0.088603,110255
+E14001446,E12000002,Rochdale,,North West,England,County,Workers Party of Britain,WPB,PP11382,1042,,George,Galloway,Male,Yes,Yes,609,11587,0.291952,,4754
+E14001446,E12000002,Rochdale,,North West,England,County,Labour and Co-operative,Lab,PP53,15,PP119,Paul,Waugh,Male,No,No,5071,13027,0.328235,-0.180087,116840
+E14001447,E12000008,Rochester and Strood,,South East,England,County,Heritage Party,HPUK,PP12550,1037,,Peter,Burch,Male,No,No,,190,0.00446,,117814
+E14001447,E12000008,Rochester and Strood,,South East,England,County,Workers Party of Britain,WPB,PP11382,1042,,John,Innes,Male,No,No,,245,0.005751,,116355
+E14001447,E12000008,Rochester and Strood,,South East,England,County,Liberal Democrat,LD,PP90,17,,Graham,Colley,Male,No,No,,1894,0.044462,-0.026558,69530
+E14001447,E12000008,Rochester and Strood,,South East,England,County,Green,Green,PP63,44,,Cat,Jamieson,Female,No,No,,2427,0.056975,0.031098,68761
+E14001447,E12000008,Rochester and Strood,,South East,England,County,Reform UK,RUK,PP7931,1036,,Daniel,Dabin,Male,No,No,,9966,0.233955,,101230
+E14001447,E12000008,Rochester and Strood,,South East,England,County,Conservative,Con,PP52,4,,Kelly,Tolhurst,Female,Yes,Yes,4487,12473,0.292807,-0.291891,4224
+E14001447,E12000008,Rochester and Strood,,South East,England,County,Labour,Lab,PP53,15,,Lauren,Edwards,Female,No,No,5298,15403,0.36159,0.080532,84146
+E14001448,E12000007,Romford,,London,England,Borough,English Constitution Party,ECP,PP12881,1046,,Colin,Birch,Male,No,No,,195,0.004427,,91444
+E14001448,E12000007,Romford,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Zhafaran,Qayum,Male,No,No,,898,0.020387,,117761
+E14001448,E12000007,Romford,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Thomas,Clarke,Male,No,No,,1895,0.043022,-0.014651,43035
+E14001448,E12000007,Romford,,London,England,Borough,Green,Green,PP63,44,,David,Hughes,Male,No,No,,2220,0.050401,0.020168,34736
+E14001448,E12000007,Romford,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Philip,Hyde,Male,No,No,,9624,0.218494,,1521
+E14001448,E12000007,Romford,,London,England,Borough,Labour,Lab,PP53,15,,Andrew,Achilleos,Male,No,No,,13876,0.315027,0.05063,38845
+E14001448,E12000007,Romford,,London,England,Borough,Conservative,Con,PP52,4,,Andrew,Rosindell,Male,Yes,Yes,1447,15339,0.348242,-0.299456,784
+E14001449,E12000008,Romsey and Southampton North,,South East,England,County,Independent,Ind,,8,,Fennie,Yap,Female,No,No,,183,0.003658,,117766
+E14001449,E12000008,Romsey and Southampton North,,South East,England,County,Green,Green,PP63,44,,Connor,Shaw,Male,No,No,,1893,0.03784,0.030692,77806
+E14001449,E12000008,Romsey and Southampton North,,South East,England,County,Labour,Lab,PP53,15,,Christie,Lambert,Female,No,No,,4640,0.09275,-0.028448,102371
+E14001449,E12000008,Romsey and Southampton North,,South East,England,County,Reform UK,RUK,PP7931,1036,,Paul,Barrett,Male,No,No,,5716,0.114258,,117765
+E14001449,E12000008,Romsey and Southampton North,,South East,England,County,Liberal Democrat,LD,PP90,17,,Geoff,Cooper,Male,No,No,,17702,0.353849,0.072407,47295
+E14001449,E12000008,Romsey and Southampton North,,South East,England,County,Conservative,Con,PP52,4,,Caroline,Nokes,Female,Yes,Yes,4048,19893,0.397645,-0.180868,1123
+E14001450,E12000002,Rossendale and Darwen,,North West,England,County,Workers Party of Britain,WPB,PP11382,1042,,Tayab,Ali,Male,No,No,,491,0.011005,,117078
+E14001450,E12000002,Rossendale and Darwen,,North West,England,County,Liberal Democrat,LD,PP90,17,,Rowan,Fitton,Male,No,No,,1241,0.027814,-0.013919,100149
+E14001450,E12000002,Rossendale and Darwen,,North West,England,County,Green,Green,PP63,44,,Bob,Bauld,Male,No,No,,2325,0.052109,0.027346,110459
+E14001450,E12000002,Rossendale and Darwen,,North West,England,County,Reform UK,RUK,PP7931,1036,,Daniel,Matchett,Male,No,No,,9695,0.217289,0.213683,116174
+E14001450,E12000002,Rossendale and Darwen,,North West,England,County,Conservative,Con,PP52,4,,Jake,Berry,Male,Yes,Yes,4060,12619,0.282823,-0.280637,4079
+E14001450,E12000002,Rossendale and Darwen,,North West,England,County,Labour,Lab,PP53,15,,Andy,MacNae,Male,No,No,5134,18247,0.408961,0.042523,18294
+E14001451,E12000003,Rother Valley,,Yorkshire and The Humber,England,County,Liberal Democrat,LD,PP90,17,,Colin,Taylor,Male,No,No,,1175,0.02824,-0.020015,71603
+E14001451,E12000003,Rother Valley,,Yorkshire and The Humber,England,County,Green,Green,PP63,44,,Paul,Martin,Male,No,No,,1706,0.041002,0.016292,18598
+E14001451,E12000003,Rother Valley,,Yorkshire and The Humber,England,County,Reform UK,RUK,PP7931,1036,,Tony,Harrison,Male,No,No,,7679,0.184556,0.067734,108798
+E14001451,E12000003,Rother Valley,,Yorkshire and The Humber,England,County,Conservative,Con,PP52,4,,Alexander,Stafford,Male,Yes,Yes,4866,15025,0.361108,-0.100002,38465
+E14001451,E12000003,Rother Valley,,Yorkshire and The Humber,England,County,Labour,Lab,PP53,15,,Jake,Richards,Male,No,No,5082,16023,0.385094,0.058854,116586
+E14001452,E12000003,Rotherham,,Yorkshire and The Humber,England,Borough,Independent,Ind,,8,,Ishtiaq,Ahmad,Male,No,No,,547,0.014811,,74995
+E14001452,E12000003,Rotherham,,Yorkshire and The Humber,England,Borough,The Yorkshire Party,Yrks,PP2055,262,,David,Atkinson,Male,No,No,,1363,0.036906,,112998
+E14001452,E12000003,Rotherham,,Yorkshire and The Humber,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Taukir,Iqbal,Male,No,No,,1714,0.04641,,116918
+E14001452,E12000003,Rotherham,,Yorkshire and The Humber,England,Borough,Green,Green,PP63,44,,Tony,Mabbot,Male,No,No,,2632,0.071266,0.070117,81035
+E14001452,E12000003,Rotherham,,Yorkshire and The Humber,England,Borough,Liberal Democrat,LD,PP90,17,,Adam,Carter,Male,No,No,,2824,0.076465,0.014035,18365
+E14001452,E12000003,Rotherham,,Yorkshire and The Humber,England,Borough,Reform UK,RUK,PP7931,1036,,John,Cronly,Male,No,No,,11181,0.302746,0.132529,117281
+E14001452,E12000003,Rotherham,,Yorkshire and The Humber,England,Borough,Labour,Lab,PP53,15,,Sarah,Champion,Female,Yes,Yes,4267,16671,0.451397,0.04472,5542
+E14001453,E12000005,Rugby,,West Midlands,England,County,Independent,Ind,,8,,Anand,Swayamprakasam,Male,No,No,,118,0.002408,,117838
+E14001453,E12000005,Rugby,,West Midlands,England,County,Independent,Ind,,8,,Mark,Townsend,Male,No,No,,215,0.004387,,117839
+E14001453,E12000005,Rugby,,West Midlands,England,County,Green,Green,PP63,44,,Becca,Stevenson,Female,No,No,,2556,0.052159,0.019647,56029
+E14001453,E12000005,Rugby,,West Midlands,England,County,Liberal Democrat,LD,PP90,17,,Richard,Dickson,Male,No,No,,3252,0.066362,-0.016504,4506
+E14001453,E12000005,Rugby,,West Midlands,England,County,Reform UK,RUK,PP7931,1036,,Devenne,Kedward,Female,No,No,,8225,0.167843,,109634
+E14001453,E12000005,Rugby,,West Midlands,England,County,Conservative,Con,PP52,4,,Yousef,Dahmash,Male,No,No,,15105,0.30824,-0.265089,32631
+E14001453,E12000005,Rugby,,West Midlands,England,County,Labour,Lab,PP53,15,,John,Slinger,Male,No,No,5127,19533,0.3986,0.087307,93256
+E14001454,E12000007,"Ruislip, Northwood and Pinner",,London,England,Borough,Green,Green,PP63,44,,Jess,Lee,Female,No,No,,2926,0.062135,0.035707,181
+E14001454,E12000007,"Ruislip, Northwood and Pinner",,London,England,Borough,Liberal Democrat,LD,PP90,17,,Jonathan,Banks,Male,No,No,,4343,0.092226,-0.059336,45782
+E14001454,E12000007,"Ruislip, Northwood and Pinner",,London,England,Borough,Reform UK,RUK,PP7931,1036,,Ian,Price,Male,No,No,,4671,0.099191,0.098253,73967
+E14001454,E12000007,"Ruislip, Northwood and Pinner",,London,England,Borough,Labour,Lab,PP53,15,,Tony,Gill,Male,No,No,,13785,0.292731,0.041927,94872
+E14001454,E12000007,"Ruislip, Northwood and Pinner",,London,England,Borough,Conservative,Con,PP52,4,,David,Simmonds,Male,Yes,Yes,4872,21366,0.453717,-0.099635,46809
+E14001455,E12000002,Runcorn and Helsby,,North West,England,County,Social Democratic Party,SDP,PP243,32,,Paul,Murphy,Male,No,No,,116,0.002747,,116177
+E14001455,E12000002,Runcorn and Helsby,,North West,England,County,Liberal,Lib,PP54,16,,Danny,Clarke,Male,No,No,,479,0.011341,,19433
+E14001455,E12000002,Runcorn and Helsby,,North West,England,County,Liberal Democrat,LD,PP90,17,,Chris,Rowe,Male,No,No,,2149,0.050882,-0.01618,39325
+E14001455,E12000002,Runcorn and Helsby,,North West,England,County,Green,Green,PP63,44,,Chris,Copeman,Male,No,No,,2715,0.064283,0.035079,6898
+E14001455,E12000002,Runcorn and Helsby,,North West,England,County,Conservative,Con,PP52,4,,Jade,Marsden,Female,No,No,,6756,0.159962,-0.208455,6800
+E14001455,E12000002,Runcorn and Helsby,,North West,England,County,Reform UK,RUK,PP7931,1036,,Jason,Moorcroft,Male,No,No,,7662,0.181414,0.13387,106393
+E14001455,E12000002,Runcorn and Helsby,,North West,England,County,Labour,Lab,PP53,15,,Mike,Amesbury,Male,Yes,Yes,4667,22358,0.529371,0.041598,34321
+E14001456,E12000008,Runnymede and Weybridge,,South East,England,County,UK Independence Party,UKIP,PP85,35,,Nicholas,Wood,Male,No,No,,142,0.002943,-0.006095,5243
+E14001456,E12000008,Runnymede and Weybridge,,South East,England,County,Independent,Ind,,8,,Michael,Cressey,Male,No,No,,518,0.010735,,96668
+E14001456,E12000008,Runnymede and Weybridge,,South East,England,County,Green,Green,PP63,44,,Steven,Ringham,Male,No,No,,1954,0.040495,0.013629,74190
+E14001456,E12000008,Runnymede and Weybridge,,South East,England,County,Reform UK,RUK,PP7931,1036,,Stewart,Mackay,Male,No,No,,6419,0.133028,,11685
+E14001456,E12000008,Runnymede and Weybridge,,South East,England,County,Labour,Lab,PP53,15,,Robert,King,Male,No,No,,9963,0.206474,0.029007,11725
+E14001456,E12000008,Runnymede and Weybridge,,South East,England,County,Liberal Democrat,LD,PP90,17,,Ellen,Nicholson,Female,No,No,,10815,0.224131,-0.002871,42960
+E14001456,E12000008,Runnymede and Weybridge,,South East,England,County,Conservative,Con,PP52,4,,Ben,Spencer,Male,Yes,Yes,4785,18442,0.382194,-0.14996,34572
+E14001457,E12000004,Rushcliffe,,East Midlands,England,County,Independent,Ind,,8,,Harbant,Sehra,Female,No,No,,186,0.003221,,117393
+E14001457,E12000004,Rushcliffe,,East Midlands,England,County,Independent,Ind,,8,,Lynn,Irving,Female,No,No,,549,0.009507,,116877
+E14001457,E12000004,Rushcliffe,,East Midlands,England,County,Liberal Democrat,LD,PP90,17,,Greg,Webb,Male,No,No,,3133,0.054257,-0.105351,11946
+E14001457,E12000004,Rushcliffe,,East Midlands,England,County,Green,Green,PP63,44,,Richard,Mallender,Male,No,No,,4367,0.075627,,1924
+E14001457,E12000004,Rushcliffe,,East Midlands,England,County,Reform UK,RUK,PP7931,1036,,James,Grice,Male,No,No,,6353,0.11002,,115919
+E14001457,E12000004,Rushcliffe,,East Midlands,England,County,Conservative,Con,PP52,4,,Ruth,Edwards,Female,Yes,Yes,4808,17865,0.309383,-0.164061,34697
+E14001457,E12000004,Rushcliffe,,East Midlands,England,County,Labour,Lab,PP53,15,,James,Naish,Male,No,No,5047,25291,0.437985,0.088146,63001
+S14000104,S92000003,Rutherglen,,Scotland,Scotland,Burgh,Independent,Ind,,8,,Andrew,Daly,Male,No,No,,153,0.003601,,108903
+S14000104,S92000003,Rutherglen,,Scotland,Scotland,Burgh,Scottish Family Party,SFP,PP6380,1016,,John,McArthur,Male,No,No,,321,0.007556,,116954
+S14000104,S92000003,Rutherglen,,Scotland,Scotland,Burgh,Alba Party,Alba,PP12700,1034,,Jim,Eadie,Male,No,No,,497,0.011699,,7627
+S14000104,S92000003,Rutherglen,,Scotland,Scotland,Burgh,Scottish Socialist Party,SSP,PP46,150,,Bill,Bonnar,Male,No,No,,541,0.012734,,6173
+S14000104,S92000003,Rutherglen,,Scotland,Scotland,Burgh,Liberal Democrat,LD,PP90,17,,Gloria,Adebo,Female,No,No,,1714,0.040345,-0.031591,86294
+S14000104,S92000003,Rutherglen,,Scotland,Scotland,Burgh,Conservative,Con,PP52,4,,Gary,Burns,Male,No,No,,2420,0.056963,-0.115675,86254
+S14000104,S92000003,Rutherglen,,Scotland,Scotland,Burgh,Reform UK,RUK,PP7931,1036,,David,Stark,Male,No,No,,2685,0.0632,,22164
+S14000104,S92000003,Rutherglen,,Scotland,Scotland,Burgh,Scottish National Party,SNP,PP102,29,,Katy,Loudon,Female,No,No,,12693,0.298771,-0.132251,22774
+S14000104,S92000003,Rutherglen,,Scotland,Scotland,Burgh,Labour,Lab,PP53,15,,Michael,Shanks,Male,Yes,Yes,4998,21460,0.505131,0.19356,8339
+E14001458,E12000004,Rutland and Stamford,,East Midlands,England,County,Rejoin EU,REU,PP11423,1040,,Joanna,Burrows,Female,No,No,,409,0.00842,,49025
+E14001458,E12000004,Rutland and Stamford,,East Midlands,England,County,Green,Green,PP63,44,,Emma,Baker,Female,No,No,,2806,0.057764,0.021501,101036
+E14001458,E12000004,Rutland and Stamford,,East Midlands,England,County,Liberal Democrat,LD,PP90,17,,James,Moore,Male,No,No,,6252,0.128703,-0.029645,4770
+E14001458,E12000004,Rutland and Stamford,,East Midlands,England,County,Reform UK,RUK,PP7931,1036,,Chris,Clowes,Male,No,No,,7008,0.144266,,115920
+E14001458,E12000004,Rutland and Stamford,,East Midlands,England,County,Labour,Lab,PP53,15,,Joe,Wood,Male,No,No,,10854,0.223439,0.076863,40410
+E14001458,E12000004,Rutland and Stamford,,East Midlands,England,County,Conservative,Con,PP52,4,,Alicia,Kearns,Female,Yes,Yes,4805,21248,0.437409,-0.195834,34194
+E14001459,E12000002,Salford,,North West,England,Borough,Social Democratic Party,SDP,PP243,32,,Stephen,Lewthwaite,Male,No,No,,227,0.005717,,106513
+E14001459,E12000002,Salford,,North West,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Mustafa,Abdullah,Male,No,No,,791,0.019922,,117471
+E14001459,E12000002,Salford,,North West,England,Borough,Liberal Democrat,LD,PP90,17,,Jake,Austin,Male,No,No,,2752,0.069313,0.007751,35462
+E14001459,E12000002,Salford,,North West,England,Borough,Conservative,Con,PP52,4,,Hilary,Scott,Female,No,No,,3583,0.090243,-0.142715,108514
+E14001459,E12000002,Salford,,North West,England,Borough,Green,Green,PP63,44,,Wendy,Olsen,Female,No,No,,5188,0.130667,0.087974,7571
+E14001459,E12000002,Salford,,North West,England,Borough,Reform UK,RUK,PP7931,1036,,Keith,Whalley,Male,No,No,,6031,0.151899,0.063232,111166
+E14001459,E12000002,Salford,,North West,England,Borough,Labour,Lab,PP53,15,,Rebecca,Long-Bailey,Female,Yes,Yes,4396,21132,0.532239,-0.041882,5749
+E14001460,E12000009,Salisbury,,South West,England,County,Climate Party,Cli,PP12958,1053,,Chris,Harwood,Male,No,No,,127,0.002531,,117257
+E14001460,E12000009,Salisbury,,South West,England,County,Independent,Ind,,8,,Arthur,Pendragon,Male,No,No,,458,0.009128,,1195
+E14001460,E12000009,Salisbury,,South West,England,County,Green,Green,PP63,44,,Barney,Norris,Male,No,No,,2115,0.042154,-0.008754,116430
+E14001460,E12000009,Salisbury,,South West,England,County,Reform UK,RUK,PP7931,1036,,Julian,Malins,Male,No,No,,5235,0.104339,,20145
+E14001460,E12000009,Salisbury,,South West,England,County,Liberal Democrat,LD,PP90,17,,Victoria,Charleston,Female,No,No,,11825,0.235685,0.040584,71613
+E14001460,E12000009,Salisbury,,South West,England,County,Labour,Lab,PP53,15,,Matt,Aldridge,Male,No,No,,13303,0.265143,0.07774,116431
+E14001460,E12000009,Salisbury,,South West,England,County,Conservative,Con,PP52,4,,John,Glen,Male,Yes,Yes,4051,17110,0.34102,-0.211443,155
+E14001461,E12000003,Scarborough and Whitby,,Yorkshire and The Humber,England,County,Social Democratic Party,SDP,PP17454,32,,Thomas,Foster,Male,No,No,,76,0.001719,,56362
+E14001461,E12000003,Scarborough and Whitby,,Yorkshire and The Humber,England,County,Social Justice party,SJ,PP17454,1090,,Asa,Jones,Male,No,No,,285,0.006445,,75884
+E14001461,E12000003,Scarborough and Whitby,,Yorkshire and The Humber,England,County,The Yorkshire Party,Yrks,PP2055,262,,Lee,Derrick,Male,No,No,,477,0.010787,,35213
+E14001461,E12000003,Scarborough and Whitby,,Yorkshire and The Humber,England,County,Green,Green,PP63,44,,Annette,Hudspeth,Female,No,No,,1719,0.038873,,89606
+E14001461,E12000003,Scarborough and Whitby,,Yorkshire and The Humber,England,County,Liberal Democrat,LD,PP90,17,,Robert,Lockwood,Male,No,No,,1899,0.042943,-0.018154,30268
+E14001461,E12000003,Scarborough and Whitby,,Yorkshire and The Humber,England,County,Reform UK,RUK,PP7931,1036,,David,Bowes,Male,No,No,,9657,0.21838,,116587
+E14001461,E12000003,Scarborough and Whitby,,Yorkshire and The Humber,England,County,Conservative,Con,PP52,4,,Roberto,Weeden-Sanz,Male,No,No,,12350,0.279279,-0.275644,38918
+E14001461,E12000003,Scarborough and Whitby,,Yorkshire and The Humber,England,County,Labour,Lab,PP53,15,,Alison,Hume,Female,No,No,5254,17758,0.401574,0.053191,70314
+E14001462,E12000003,Scunthorpe,,Yorkshire and The Humber,England,County,Heritage Party,HPUK,PP12550,1037,,Scott,Curtis,Male,No,No,,100,0.002561,,105862
+E14001462,E12000003,Scunthorpe,,Yorkshire and The Humber,England,County,Liberal Democrat,LD,PP90,17,,Cahal,Burke,Male,No,No,,942,0.024122,-0.002307,6002
+E14001462,E12000003,Scunthorpe,,Yorkshire and The Humber,England,County,Independent,Ind,,8,,Abdul,Butt,Male,No,No,,1202,0.03078,,117450
+E14001462,E12000003,Scunthorpe,,Yorkshire and The Humber,England,County,Green,Green,PP63,44,,Nick,Cox,Male,No,No,,1218,0.03119,0.012865,23333
+E14001462,E12000003,Scunthorpe,,Yorkshire and The Humber,England,County,Reform UK,RUK,PP7931,1036,,Darren,Haley,Male,No,No,,8163,0.209034,0.165782,2523
+E14001462,E12000003,Scunthorpe,,Yorkshire and The Humber,England,County,Conservative,Con,PP52,4,,Holly,Mumby-Croft,Female,Yes,Yes,4867,11942,0.305805,-0.257401,34479
+E14001462,E12000003,Scunthorpe,,Yorkshire and The Humber,England,County,Labour,Lab,PP53,15,,Nicholas,Dakin,Male,No,Yes,4056,15484,0.396507,0.04772,3663
+E14001463,E12000002,Sefton Central,,North West,England,County,Independent,Ind,,8,,Ralph,James,Male,No,No,,496,0.010453,,117562
+E14001463,E12000002,Sefton Central,,North West,England,County,Liberal Democrat,LD,PP90,17,,Gareth,Lloyd-Johnson,Male,No,No,,2630,0.055428,-0.010942,44315
+E14001463,E12000002,Sefton Central,,North West,England,County,Green,Green,PP63,44,,Kieran,Dams,Male,No,No,,3294,0.069422,0.0487,74178
+E14001463,E12000002,Sefton Central,,North West,England,County,Reform UK,RUK,PP7931,1036,,Nagender,Chindam,Male,No,No,,5767,0.121541,0.085089,116874
+E14001463,E12000002,Sefton Central,,North West,England,County,Conservative,Con,PP52,4,,Marcus,Bleasdale,Male,No,No,,8490,0.178929,-0.164395,16205
+E14001463,E12000002,Sefton Central,,North West,England,County,Labour,Lab,PP53,15,,Bill,Esterson,Male,Yes,Yes,4061,26772,0.564227,0.038486,1961
+E14001464,E12000003,Selby,,Yorkshire and The Humber,England,County,Liberal Democrat,LD,PP90,17,,Christian,Vassey,Male,No,No,,1792,0.036406,-0.023586,828
+E14001464,E12000003,Selby,,Yorkshire and The Humber,England,County,Green,Green,PP63,44,,Angela,Oldershaw,Female,No,No,,2484,0.050465,0.0201,109871
+E14001464,E12000003,Selby,,Yorkshire and The Humber,England,County,Reform UK,RUK,PP7931,1036,,David,Burns,Male,No,No,,9565,0.194324,,117787
+E14001464,E12000003,Selby,,Yorkshire and The Humber,England,County,Conservative,Con,PP52,4,,Charles,Richardson,Male,No,No,,12593,0.255841,-0.323703,58494
+E14001464,E12000003,Selby,,Yorkshire and The Humber,England,County,Labour,Lab,PP53,15,,Keir,Mather,Male,Yes,Yes,4993,22788,0.462964,0.164672,108800
+E14001465,E12000008,Sevenoaks,,South East,England,County,Social Democratic Party,SDP,PP243,32,,Adam,Hibbert,Male,No,No,,209,0.004188,,116358
+E14001465,E12000008,Sevenoaks,,South East,England,County,Rejoin EU,REU,PP11423,1040,,Elwyn,Jones,Male,No,No,,298,0.005972,,117214
+E14001465,E12000008,Sevenoaks,,South East,England,County,Green,Green,PP63,44,,Laura,Manston,Female,No,No,,2033,0.040742,0.006307,78021
+E14001465,E12000008,Sevenoaks,,South East,England,County,Labour and Co-operative,Lab,PP53,15,PP119,Denise,Scott-McDonald,Female,No,No,,6802,0.136315,0.001177,43132
+E14001465,E12000008,Sevenoaks,,South East,England,County,Reform UK,RUK,PP7931,1036,,James,Milmine,Male,No,No,,9341,0.187198,,116359
+E14001465,E12000008,Sevenoaks,,South East,England,County,Liberal Democrat,LD,PP90,17,,Richard,Streatfeild,Male,No,No,,12888,0.258282,0.064314,28416
+E14001465,E12000008,Sevenoaks,,South East,England,County,Conservative,Con,PP52,4,,Laura,Trott,Female,Yes,Yes,4780,18328,0.367302,-0.249929,72018
+E14001466,E12000003,Sheffield Brightside and Hillsborough,,Yorkshire and The Humber,England,Borough,Social Democratic Party,SDP,PP243,32,,Jeremy,Turner,Male,No,No,,873,0.027616,,116786
+E14001466,E12000003,Sheffield Brightside and Hillsborough,,Yorkshire and The Humber,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Mark,Tyler,Male,No,No,,1437,0.045457,,116824
+E14001466,E12000003,Sheffield Brightside and Hillsborough,,Yorkshire and The Humber,England,Borough,Liberal Democrat,LD,PP90,17,,Will,Sapwell,Male,No,No,,1694,0.053587,0.014693,52079
+E14001466,E12000003,Sheffield Brightside and Hillsborough,,Yorkshire and The Humber,England,Borough,Independent,Ind,,8,,Maxine,Bowler,Female,No,No,,2537,0.080254,,6186
+E14001466,E12000003,Sheffield Brightside and Hillsborough,,Yorkshire and The Humber,England,Borough,Conservative,Con,PP52,4,,Aaron,Jacob,Male,No,No,,4069,0.128717,-0.125135,67589
+E14001466,E12000003,Sheffield Brightside and Hillsborough,,Yorkshire and The Humber,England,Borough,Green,Green,PP63,44,,Christine,Kubo,Female,No,No,,4701,0.148709,0.118734,6930
+E14001466,E12000003,Sheffield Brightside and Hillsborough,,Yorkshire and The Humber,England,Borough,Labour,Lab,PP53,15,,Gill,Furniss,Female,Yes,Yes,4571,16301,0.515659,-0.050115,19647
+E14001467,E12000003,Sheffield Central,,Yorkshire and The Humber,England,Borough,Social Democratic Party,SDP,PP243,32,,Annie,Stoker,Female,No,No,,334,0.010502,,112379
+E14001467,E12000003,Sheffield Central,,Yorkshire and The Humber,England,Borough,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,Isabelle,France,Male,No,No,,409,0.01286,,90284
+E14001467,E12000003,Sheffield Central,,Yorkshire and The Humber,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Caitlin,Hardy,Female,No,No,,656,0.020627,,116683
+E14001467,E12000003,Sheffield Central,,Yorkshire and The Humber,England,Borough,Independent,Ind,,8,,Alison,Teal,Female,No,No,,1039,0.03267,,12432
+E14001467,E12000003,Sheffield Central,,Yorkshire and The Humber,England,Borough,Liberal Democrat,LD,PP90,17,,Sam,Christmas,Male,No,No,,2174,0.068358,0.013981,79647
+E14001467,E12000003,Sheffield Central,,Yorkshire and The Humber,England,Borough,Conservative,Con,PP52,4,,Lucy,Stephenson,Female,No,No,,2339,0.073547,-0.050498,59744
+E14001467,E12000003,Sheffield Central,,Yorkshire and The Humber,England,Borough,Green,Green,PP63,44,,Angela,Argenzio,Female,No,No,,8283,0.260447,0.151797,49585
+E14001467,E12000003,Sheffield Central,,Yorkshire and The Humber,England,Borough,Labour,Lab,PP53,15,,Abtisam,Mohamed,Female,No,No,5142,16569,0.520989,-0.148752,12340
+E14001468,E12000003,Sheffield Hallam,,Yorkshire and The Humber,England,County,Workers Party of Britain,WPB,PP11382,1042,,Mo,Moui-Tabrizy,Male,No,No,,281,0.005446,,116682
+E14001468,E12000003,Sheffield Hallam,,Yorkshire and The Humber,England,County,Rejoin EU,REU,PP11423,1040,,Sam,Chapman,Male,No,No,,409,0.007926,,117636
+E14001468,E12000003,Sheffield Hallam,,Yorkshire and The Humber,England,County,Social Democratic Party,SDP,PP243,32,,Andrew,Cowell,Male,No,No,,654,0.012674,,79041
+E14001468,E12000003,Sheffield Hallam,,Yorkshire and The Humber,England,County,Green,Green,PP63,44,,Jason,Leman,Male,No,No,,4491,0.087033,0.057083,12324
+E14001468,E12000003,Sheffield Hallam,,Yorkshire and The Humber,England,County,Conservative,Con,PP52,4,,Issac,Howarth,Male,No,No,,6205,0.12025,-0.136718,105298
+E14001468,E12000003,Sheffield Hallam,,Yorkshire and The Humber,England,County,Liberal Democrat,LD,PP90,17,,Shaffaq,Mohammed,Male,No,No,,15686,0.303986,-0.027249,12326
+E14001468,E12000003,Sheffield Hallam,,Yorkshire and The Humber,England,County,Labour,Lab,PP53,15,,Olivia,Blake,Female,Yes,Yes,4864,23875,0.462685,0.113003,12544
+E14001469,E12000003,Sheffield Heeley,,Yorkshire and The Humber,England,Borough,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,Mick,Suter,Male,No,No,,398,0.010352,,115815
+E14001469,E12000003,Sheffield Heeley,,Yorkshire and The Humber,England,Borough,Party of Women,POW,PP17545,1102,,Louise,McDonald,Female,No,No,,482,0.012537,,117756
+E14001469,E12000003,Sheffield Heeley,,Yorkshire and The Humber,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Steven,Roy,Male,No,No,,594,0.01545,,116685
+E14001469,E12000003,Sheffield Heeley,,Yorkshire and The Humber,England,Borough,Social Democratic Party,SDP,PP243,32,,Helen,Jackman,Female,No,No,,711,0.018493,,82862
+E14001469,E12000003,Sheffield Heeley,,Yorkshire and The Humber,England,Borough,Liberal Democrat,LD,PP90,17,,Rebecca,Atkinson,Female,No,No,,3863,0.100479,0.033294,39385
+E14001469,E12000003,Sheffield Heeley,,Yorkshire and The Humber,England,Borough,Conservative,Con,PP52,4,,Lorna,Maginnis,Female,No,No,,5242,0.136347,-0.134996,117058
+E14001469,E12000003,Sheffield Heeley,,Yorkshire and The Humber,England,Borough,Green,Green,PP63,44,,Alexi,Dimond,Male,No,No,,5926,0.154138,0.111158,74169
+E14001469,E12000003,Sheffield Heeley,,Yorkshire and The Humber,England,Borough,Labour,Lab,PP53,15,,Louise,Haigh,Female,Yes,Yes,4473,21230,0.552203,0.013435,4421
+E14001470,E12000003,Sheffield South East,,Yorkshire and The Humber,England,Borough,Social Democratic Party,SDP,PP243,32,,Matthew,Leese,Male,No,No,,1061,0.029661,,115818
+E14001470,E12000003,Sheffield South East,,Yorkshire and The Humber,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Muzafar,Rahman,Male,No,No,,1453,0.040619,,12343
+E14001470,E12000003,Sheffield South East,,Yorkshire and The Humber,England,Borough,Independent,Ind,,8,,Jack,Carrington,Male,No,No,,1716,0.047972,,12399
+E14001470,E12000003,Sheffield South East,,Yorkshire and The Humber,England,Borough,Green,Green,PP63,44,,Hannah,Nicklin,Female,No,No,,3158,0.088284,0.086578,112415
+E14001470,E12000003,Sheffield South East,,Yorkshire and The Humber,England,Borough,Liberal Democrat,LD,PP90,17,,Sophie,Thornton,Female,No,No,,3421,0.095636,0.049022,12184
+E14001470,E12000003,Sheffield South East,,Yorkshire and The Humber,England,Borough,Conservative,Con,PP52,4,,Caroline,Kampila,Female,No,No,,6252,0.174778,-0.181521,60628
+E14001470,E12000003,Sheffield South East,,Yorkshire and The Humber,England,Borough,Labour,Lab,PP53,15,,Clive,Betts,Male,Yes,Yes,394,18710,0.523049,0.055568,1074
+E14001471,E12000004,Sherwood Forest,,East Midlands,England,County,Independent,Ind,,8,,Jeremy,Spry,Male,No,No,,183,0.003761,,25536
+E14001471,E12000004,Sherwood Forest,,East Midlands,England,County,Independent,Ind,,8,,Lee,Waters,Male,No,No,,864,0.017756,,4902
+E14001471,E12000004,Sherwood Forest,,East Midlands,England,County,Liberal Democrat,LD,PP90,17,,David,Dobbie,Male,No,No,,1838,0.037772,-0.019204,1356
+E14001471,E12000004,Sherwood Forest,,East Midlands,England,County,Green,Green,PP63,44,,Sheila,Greatrex-White,Female,No,No,,2216,0.04554,0.019556,102619
+E14001471,E12000004,Sherwood Forest,,East Midlands,England,County,Reform UK,RUK,PP7931,1036,,Helen,O'Hare,Female,No,No,,11320,0.232635,,115921
+E14001471,E12000004,Sherwood Forest,,East Midlands,England,County,Conservative,Con,PP52,4,,Mark,Spencer,Male,Yes,Yes,4055,13398,0.275339,-0.332771,4073
+E14001471,E12000004,Sherwood Forest,,East Midlands,England,County,Labour,Lab,PP53,15,,Michelle,Welsh,Female,No,No,5226,18841,0.387197,0.091701,76480
+E14001472,E12000003,Shipley,,Yorkshire and The Humber,England,County,Christian Peoples Alliance Party,CPA,PP79,80,,Darryl,Morton-Wright,Male,No,No,,96,0.001987,,117054
+E14001472,E12000003,Shipley,,Yorkshire and The Humber,England,County,Social Democratic Party,SDP,PP243,32,,Paul,Shkurka,Male,No,No,,137,0.002836,,116593
+E14001472,E12000003,Shipley,,Yorkshire and The Humber,England,County,Workers Party of Britain,WPB,PP11382,1042,,Waqas,Khan,Male,No,No,,269,0.005569,,7196
+E14001472,E12000003,Shipley,,Yorkshire and The Humber,England,County,Independent,Ind,,8,,John,Nagbea,Male,No,No,,297,0.006149,,110845
+E14001472,E12000003,Shipley,,Yorkshire and The Humber,England,County,The Yorkshire Party,Yrks,PP2055,262,,Will,Grant,Female,No,No,,447,0.009254,,105368
+E14001472,E12000003,Shipley,,Yorkshire and The Humber,England,County,Liberal Democrat,LD,PP90,17,,Graham,Reed,Male,No,No,,1341,0.027762,-0.03127,6407
+E14001472,E12000003,Shipley,,Yorkshire and The Humber,England,County,Green,Green,PP63,44,,Kevin,Warnes,Male,No,No,,3605,0.074633,0.050542,1072
+E14001472,E12000003,Shipley,,Yorkshire and The Humber,England,County,Reform UK,RUK,PP7931,1036,,Simon,Dandy,Male,No,No,,7238,0.149846,,117441
+E14001472,E12000003,Shipley,,Yorkshire and The Humber,England,County,Conservative,Con,PP52,4,,Philip,Davies,Male,Yes,Yes,1565,13135,0.271929,-0.236126,835
+E14001472,E12000003,Shipley,,Yorkshire and The Humber,England,County,Labour,Lab,PP53,15,,Anna,Dixon,Female,No,No,5281,21738,0.450034,0.057563,116592
+E14001473,E12000005,Shrewsbury,,West Midlands,England,County,Independent,Ind,,8,,James,Gollins,Male,No,No,,177,0.003433,,117650
+E14001473,E12000005,Shrewsbury,,West Midlands,England,County,English Democrats,ED,PP17,90,,Chris,Bovill,Male,No,No,,241,0.004674,,117651
+E14001473,E12000005,Shrewsbury,,West Midlands,England,County,Green,Green,PP63,44,,Julian,Dean,Male,No,No,,2387,0.046296,0.013805,32325
+E14001473,E12000005,Shrewsbury,,West Midlands,England,County,Liberal Democrat,LD,PP90,17,,Alex,Wagner,Male,No,No,,6722,0.130372,0.022253,71663
+E14001473,E12000005,Shrewsbury,,West Midlands,England,County,Reform UK,RUK,PP7931,1036,,Victor,Applegate,Male,No,No,,7524,0.145927,,117649
+E14001473,E12000005,Shrewsbury,,West Midlands,England,County,Conservative,Con,PP52,4,,Daniel,Kawczynski,Male,Yes,Yes,1566,11577,0.224535,-0.2692,1073
+E14001473,E12000005,Shrewsbury,,West Midlands,England,County,Labour,Lab,PP53,15,,Julia,Buckley,Female,No,No,5171,22932,0.444763,0.090203,24289
+E14001474,E12000008,Sittingbourne and Sheppey,,South East,England,County,Monster Raving Loony Party,MRLP,PP66,119,,Mad Mike,Young,Male,No,No,,223,0.005439,-0.0032,1444
+E14001474,E12000008,Sittingbourne and Sheppey,,South East,England,County,Independent,Ind,,8,,Matt,Brown,Male,No,No,,529,0.012903,,50119
+E14001474,E12000008,Sittingbourne and Sheppey,,South East,England,County,Liberal Democrat,LD,PP90,17,,Frances,Kneller,Female,No,No,,1321,0.032221,-0.03112,20349
+E14001474,E12000008,Sittingbourne and Sheppey,,South East,England,County,Green,Green,PP63,44,,Sam,Banks,Female,No,No,,1692,0.04127,0.018966,50578
+E14001474,E12000008,Sittingbourne and Sheppey,,South East,England,County,Swale Independents,Si,PP6730,1086,,Mike,Baldock,Male,No,No,,3238,0.078979,,28519
+E14001474,E12000008,Sittingbourne and Sheppey,,South East,England,County,Reform UK,RUK,PP7931,1036,,William,Fotheringham-Bray,Male,No,No,,10512,0.256403,,105396
+E14001474,E12000008,Sittingbourne and Sheppey,,South East,England,County,Conservative,Con,PP52,4,,Aisha,Cuthbert,Female,No,No,,11564,0.282063,-0.383121,43681
+E14001474,E12000008,Sittingbourne and Sheppey,,South East,England,County,Labour,Lab,PP53,15,,Kevin,McKenna,Male,No,No,5300,11919,0.290721,0.081817,91833
+E14001475,E12000003,Skipton and Ripon,,Yorkshire and The Humber,England,County,Heritage Party,HPUK,PP12550,1037,,Guy,Phoenix,Male,No,No,,158,0.002956,,108801
+E14001475,E12000003,Skipton and Ripon,,Yorkshire and The Humber,England,County,Independent,Ind,,8,,Keith,Tordoff,Male,No,No,,493,0.009224,,72741
+E14001475,E12000003,Skipton and Ripon,,Yorkshire and The Humber,England,County,The Yorkshire Party,Yrks,PP2055,262,,Ryan,Kett,Male,No,No,,627,0.011731,,71848
+E14001475,E12000003,Skipton and Ripon,,Yorkshire and The Humber,England,County,Green,Green,PP63,44,,Andy,Brown,Male,No,No,,3446,0.064471,0.017037,34668
+E14001475,E12000003,Skipton and Ripon,,Yorkshire and The Humber,England,County,Liberal Democrat,LD,PP90,17,,Andrew,Murday,Male,No,No,,4194,0.078466,-0.073613,16161
+E14001475,E12000003,Skipton and Ripon,,Yorkshire and The Humber,England,County,Reform UK,RUK,PP7931,1036,,Simon,Garvey,Male,No,No,,8516,0.159326,,116594
+E14001475,E12000003,Skipton and Ripon,,Yorkshire and The Humber,England,County,Labour,Lab,PP53,15,,Malcolm,Birks,Male,No,No,,17183,0.321478,0.129503,5103
+E14001475,E12000003,Skipton and Ripon,,Yorkshire and The Humber,England,County,Conservative,Con,PP52,4,,Julian,Smith,Male,Yes,Yes,4118,18833,0.352348,-0.236242,2798
+E14001476,E12000004,Sleaford and North Hykeham,,East Midlands,England,County,Liberal Democrat,LD,PP90,17,,Matthew,Winnington,Male,No,No,,2264,0.046618,-0.035362,6440
+E14001476,E12000004,Sleaford and North Hykeham,,East Midlands,England,County,Green,Green,PP63,44,,Martin,Blake,Male,No,No,,2435,0.050139,0.025962,24075
+E14001476,E12000004,Sleaford and North Hykeham,,East Midlands,England,County,Linconshire Independents,LNIN,PP733,110,,Robert,Oates,Male,No,No,,3032,0.062432,0.03191,66303
+E14001476,E12000004,Sleaford and North Hykeham,,East Midlands,England,County,Reform UK,RUK,PP7931,1036,,Benjamin,Jackson,Male,No,No,,10484,0.215876,,81734
+E14001476,E12000004,Sleaford and North Hykeham,,East Midlands,England,County,Labour,Lab,PP53,15,,Hanif,Khan,Male,No,No,,13002,0.267724,0.081877,47516
+E14001476,E12000004,Sleaford and North Hykeham,,East Midlands,England,County,Conservative,Con,PP52,4,,Caroline,Johnson,Female,Yes,Yes,4592,17348,0.357212,-0.307514,184
+E14001477,E12000008,Slough,,South East,England,Borough,Heritage Party,HPUK,PP12550,1037,,Nick,Smith,Male,No,No,,145,0.00335,,48174
+E14001477,E12000008,Slough,,South East,England,Borough,Independent,Ind,,8,,Jaswinder,Singh,Male,No,No,,204,0.004714,,117538
+E14001477,E12000008,Slough,,South East,England,Borough,Independent,Ind,,8,,Diana,Coad,Female,No,No,,402,0.009289,,2814
+E14001477,E12000008,Slough,,South East,England,Borough,Independent,Ind,,8,,Chandra,Muvvala,Male,No,No,,995,0.022991,,49317
+E14001477,E12000008,Slough,,South East,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Adnan,Shabbir,Male,No,No,,1105,0.025533,,116362
+E14001477,E12000008,Slough,,South East,England,Borough,Green,Green,PP63,44,,Julian,Edmonds,Male,No,No,,1873,0.043278,0.022471,6725
+E14001477,E12000008,Slough,,South East,England,Borough,Liberal Democrat,LD,PP90,17,,Chelsea,Whyte,Female,No,No,,2060,0.047599,-0.020421,31038
+E14001477,E12000008,Slough,,South East,England,Borough,Reform UK,RUK,PP7931,1036,,Robin,Jackson,Male,No,No,,3352,0.077453,0.049358,116360
+E14001477,E12000008,Slough,,South East,England,Borough,Conservative,Con,PP52,4,,Moni,Kaur Nanda,Female,No,No,,7457,0.172305,-0.122757,117110
+E14001477,E12000008,Slough,,South East,England,Borough,Independent Network,INet,PP1951,1028,,Azhard,Chohan,Male,No,No,,11019,0.25461,,79813
+E14001477,E12000008,Slough,,South East,England,Borough,Labour,Lab,PP53,15,,Tan,Dhesi,Male,Yes,Yes,4638,14666,0.338879,-0.249137,4341
+E14001478,E12000005,Smethwick,,West Midlands,England,Borough,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,Ravaldeep,Bath,Male,No,No,,163,0.004642,,110758
+E14001478,E12000005,Smethwick,,West Midlands,England,Borough,Independent,Ind,,8,,Christopher,Graham,Male,No,No,,348,0.00991,,117467
+E14001478,E12000005,Smethwick,,West Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,Oliver,Patrick,Male,No,No,,1018,0.02899,-0.015945,72806
+E14001478,E12000005,Smethwick,,West Midlands,England,Borough,Independent,Ind,,8,,Jay,Anandou,Male,No,No,,1322,0.037648,,73281
+E14001478,E12000005,Smethwick,,West Midlands,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Nahim,Rubani,Male,No,No,,2449,0.069742,,116920
+E14001478,E12000005,Smethwick,,West Midlands,England,Borough,Green,Green,PP63,44,,Roderick,MacRorie,Male,No,No,,2741,0.078058,0.054724,81944
+E14001478,E12000005,Smethwick,,West Midlands,England,Borough,Conservative,Con,PP52,4,,Kate,Fairhurst,Female,No,No,,4546,0.12946,-0.172346,41022
+E14001478,E12000005,Smethwick,,West Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Pete,Durnell,Male,No,No,,5670,0.161469,0.101205,5848
+E14001478,E12000005,Smethwick,,West Midlands,England,Borough,Labour,Lab,PP53,15,,Gurinder,Josan,Male,No,No,5059,16858,0.48008,-0.089581,116889
+E14001479,E12000005,Solihull West and Shirley,,West Midlands,England,Borough,Independent,Ind,,8,,Julian,Knight,Male,Yes,Yes,4410,594,0.012671,,4225
+E14001479,E12000005,Solihull West and Shirley,,West Midlands,England,Borough,Green,Green,PP63,44,,Max,McLoughlin,Male,No,No,,3270,0.069757,0.0299,8733
+E14001479,E12000005,Solihull West and Shirley,,West Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Mary,McKenna,Female,No,No,,7149,0.152505,,72558
+E14001479,E12000005,Solihull West and Shirley,,West Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,Ade,Adeyemo,Male,No,No,,7916,0.168867,0.012208,5799
+E14001479,E12000005,Solihull West and Shirley,,West Midlands,England,Borough,Labour,Lab,PP53,15,,Deirdre,Fox,Female,No,No,,11664,0.248821,0.054318,97363
+E14001479,E12000005,Solihull West and Shirley,,West Midlands,England,Borough,Conservative,Con,PP52,4,,Neil,Shastri-Hurst,Male,No,No,5197,16284,0.347377,-0.261603,10002
+N05000014,N92000002,South Antrim,,Northern Ireland,Northern Ireland,County,Aontú,AONT,PP7968,1025,,Siobhan,McErlean,Female,No,No,,367,0.008553,0.008483,95963
+N05000014,N92000002,South Antrim,,Northern Ireland,Northern Ireland,County,Green Party Northern Ireland,Green,PP305,44,,Lesley,Veronica,Female,No,No,,541,0.012608,,69255
+N05000014,N92000002,South Antrim,,Northern Ireland,Northern Ireland,County,Social Democratic and Labour Party,SDLP,PP55,31,,Roisin,Lynch,Female,No,No,,1589,0.037033,-0.012489,5390
+N05000014,N92000002,South Antrim,,Northern Ireland,Northern Ireland,County,Traditional Unionist Voice,TUV,PP680,158,,Mel,Lucas,Male,No,No,,2693,0.062762,,2768
+N05000014,N92000002,South Antrim,,Northern Ireland,Northern Ireland,County,Alliance,APNI,PP103,1,,John,Blair,Male,No,No,,4574,0.1066,-0.077074,71629
+N05000014,N92000002,South Antrim,,Northern Ireland,Northern Ireland,County,Sinn Fein,SF,PP39,30,,Declan,Kearney,Male,No,No,,8034,0.187238,0.073382,4711
+N05000014,N92000002,South Antrim,,Northern Ireland,Northern Ireland,County,Democratic Unionist Party,DUP,PP70,7,,Paul,Girvan,Male,Yes,Yes,4633,8799,0.205067,-0.15661,13370
+N05000014,N92000002,South Antrim,,Northern Ireland,Northern Ireland,County,Ulster Unionist Party,UUP,PP83,38,,Robin,Swann,Male,No,No,5319,16311,0.380139,0.089617,4723
+E14001480,E12000006,South Basildon and East Thurrock,,East of England,England,County,Social Democratic Party,SDP,PP243,32,,Simon,Breedon,Male,No,No,,140,0.00354,,26589
+E14001480,E12000006,South Basildon and East Thurrock,,East of England,England,County,Independent,Ind,,8,,Steven,Burnett,Male,No,No,,275,0.006953,,117395
+E14001480,E12000006,South Basildon and East Thurrock,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Dave,Thomas,Male,No,No,,1071,0.02708,-0.013967,24048
+E14001480,E12000006,South Basildon and East Thurrock,,East of England,England,County,Green,Green,PP63,44,,Elizabeth,Grant,Female,No,No,,1718,0.04344,0.04192,9639
+E14001480,E12000006,South Basildon and East Thurrock,,East of England,England,County,Independent,Ind,,8,,Neil,Speight,Male,No,No,,1928,0.04875,,16348
+E14001480,E12000006,South Basildon and East Thurrock,,East of England,England,County,Conservative,Con,PP52,4,,Stephen,Metcalfe,Male,Yes,Yes,4092,10159,0.256871,-0.397536,2211
+E14001480,E12000006,South Basildon and East Thurrock,,East of England,England,County,Labour,Lab,PP53,15,,Jack,Ferguson,Male,No,No,,12080,0.305444,0.069803,9608
+E14001480,E12000006,South Basildon and East Thurrock,,East of England,England,County,Reform UK,RUK,PP7931,1036,,James,McMurdock,Male,No,No,5361,12178,0.307922,,117135
+E14001481,E12000006,South Cambridgeshire,,East of England,England,County,Independent,Ind,,8,,James,Gordon,Male,No,No,,459,0.008363,,117185
+E14001481,E12000006,South Cambridgeshire,,East of England,England,County,Green,Green,PP63,44,,Miranda,Fyfe,Female,No,No,,2656,0.048392,0.046794,116936
+E14001481,E12000006,South Cambridgeshire,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Harrison,Edwards,Male,No,No,,4897,0.089223,0.087841,115959
+E14001481,E12000006,South Cambridgeshire,,East of England,England,County,Labour,Lab,PP53,15,,Luke,Viner,Male,No,No,,6106,0.111251,-0.040069,84795
+E14001481,E12000006,South Cambridgeshire,,East of England,England,County,Conservative,Con,PP52,4,,Chris,Carter-Chapman,Male,No,No,,15063,0.274447,-0.160871,5438
+E14001481,E12000006,South Cambridgeshire,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Pippa,Heylings,Female,No,No,5078,25704,0.468325,0.057942,37510
+E14001482,E12000009,South Cotswolds,,South West,England,County,Independent,Ind,,8,,Owen,Humphrys,Male,No,No,,122,0.002333,,117712
+E14001482,E12000009,South Cotswolds,,South West,England,County,Social Democratic Party,SDP,PP243,32,,Martin,Broomfield,Male,No,No,,156,0.002984,,116432
+E14001482,E12000009,South Cotswolds,,South West,England,County,Independent,Ind,,8,,Sandy,Steel,Male,No,No,,183,0.0035,,34690
+E14001482,E12000009,South Cotswolds,,South West,England,County,Liberal,Lib,PP54,16,,Chris,Twells,Male,No,No,,225,0.004303,,71374
+E14001482,E12000009,South Cotswolds,,South West,England,County,Green,Green,PP63,44,,Bob,Eastoe,Male,No,No,,1564,0.029912,-0.007991,77241
+E14001482,E12000009,South Cotswolds,,South West,England,County,Labour,Lab,PP53,15,,Zoë,Billingham,Female,No,No,,3942,0.075392,-0.031191,115241
+E14001482,E12000009,South Cotswolds,,South West,England,County,Reform UK,RUK,PP7931,1036,,Desi,Latimer,Female,No,No,,5146,0.098418,,71678
+E14001482,E12000009,South Cotswolds,,South West,England,County,Conservative,Con,PP52,4,,James,Gray,Male,Yes,Yes,261,17988,0.344024,-0.235005,3271
+E14001482,E12000009,South Cotswolds,,South West,England,County,Liberal Democrat,LD,PP90,17,,Roz,Savage,Female,No,No,5352,22961,0.439134,0.162648,108757
+E14001483,E12000004,South Derbyshire,,East Midlands,England,County,Socialist Labour Party,SL,PP73,147,,Paul,Liversuch,Male,No,No,,183,0.004001,,892
+E14001483,E12000004,South Derbyshire,,East Midlands,England,County,Independent,Ind,,8,,Amy,Wheelton,Female,No,No,,1200,0.026237,,65172
+E14001483,E12000004,South Derbyshire,,East Midlands,England,County,Green,Green,PP63,44,,Aruhan,Galieva,Female,No,No,,1941,0.042438,0.008984,89647
+E14001483,E12000004,South Derbyshire,,East Midlands,England,County,Liberal Democrat,LD,PP90,17,,Lucy,Care,Female,No,No,,2134,0.046658,-0.026755,284
+E14001483,E12000004,South Derbyshire,,East Midlands,England,County,Reform UK,RUK,PP7931,1036,,Job,West,Male,No,No,,8979,0.196318,,115922
+E14001483,E12000004,South Derbyshire,,East Midlands,England,County,Conservative,Con,PP52,4,,Heather,Wheeler,Female,Yes,Yes,4053,13566,0.296609,-0.32457,487
+E14001483,E12000004,South Derbyshire,,East Midlands,England,County,Labour,Lab,PP53,15,,Samantha,Niblett,Female,No,No,5150,17734,0.387739,0.115784,59115
+E14001484,E12000009,South Devon,,South West,England,County,Heritage Party,HPUK,PP12550,1037,,Becca,Collings,Female,No,No,,125,0.002551,,107298
+E14001484,E12000009,South Devon,,South West,England,County,Green,Green,PP63,44,,Robert,Bagnall,Male,No,No,,1497,0.030549,0.029035,104658
+E14001484,E12000009,South Devon,,South West,England,County,Labour,Lab,PP53,15,,Daniel,Steel,Male,No,No,,3066,0.062566,-0.107727,109790
+E14001484,E12000009,South Devon,,South West,England,County,Reform UK,RUK,PP7931,1036,,Michael,Bagley,Male,No,No,,6363,0.129847,,116434
+E14001484,E12000009,South Devon,,South West,England,County,Conservative,Con,PP52,4,,Anthony,Mangnall,Male,Yes,Yes,4762,15413,0.314525,-0.221137,34574
+E14001484,E12000009,South Devon,,South West,England,County,Liberal Democrat,LD,PP90,17,,Caroline,Voaden,Female,No,No,5216,22540,0.459962,0.17747,26664
+E14001485,E12000009,South Dorset,,South West,England,County,Independent,Ind,,8,,Rosie,Morrell,Female,No,No,,52,0.00106,,117637
+E14001485,E12000009,South Dorset,,South West,England,County,Independent,Ind,,8,,Giovanna,Lewis,Female,No,No,,185,0.003773,,35535
+E14001485,E12000009,South Dorset,,South West,England,County,Independent,Ind,,8,,Joy,Wilson,Female,No,No,,192,0.003915,,117638
+E14001485,E12000009,South Dorset,,South West,England,County,Green,Green,PP63,44,,Catherine,Bennett,Female,No,No,,2153,0.043906,-0.000386,109162
+E14001485,E12000009,South Dorset,,South West,England,County,Liberal Democrat,LD,PP90,17,,Matt,Bell,Male,No,No,,8017,0.163489,0.056734,111698
+E14001485,E12000009,South Dorset,,South West,England,County,Reform UK,RUK,PP7931,1036,,Morgan,Young,Female,No,No,,8168,0.166568,,117639
+E14001485,E12000009,South Dorset,,South West,England,County,Conservative,Con,PP52,4,,Richard,Drax,Male,Yes,Yes,4132,14611,0.297959,-0.294029,2850
+E14001485,E12000009,South Dorset,,South West,England,County,Labour,Lab,PP53,15,,Lloyd,Hatton,Male,No,No,5217,15659,0.31933,0.071564,94563
+N05000015,N92000002,South Down,,Northern Ireland,Northern Ireland,County,Conservative,Con,PP51,4,,Hannah,Westropp,Female,No,No,,46,0.001017,,62484
+N05000015,N92000002,South Down,,Northern Ireland,Northern Ireland,County,Green Party Northern Ireland,Green,PP305,44,,Declan,Walsh,Male,No,No,,444,0.009814,,12255
+N05000015,N92000002,South Down,,Northern Ireland,Northern Ireland,County,Aontú,AONT,PP7968,1025,,Rosemary,McGlone,Female,No,No,,797,0.017616,-0.006158,84612
+N05000015,N92000002,South Down,,Northern Ireland,Northern Ireland,County,Ulster Unionist Party,UUP,PP83,38,,Michael,O'Loan,Male,No,No,,1411,0.031187,-0.04569,117820
+N05000015,N92000002,South Down,,Northern Ireland,Northern Ireland,County,Traditional Unionist Voice,TUV,PP680,158,,Jim,Wells,Male,No,No,,1893,0.041841,,2333
+N05000015,N92000002,South Down,,Northern Ireland,Northern Ireland,County,Alliance,APNI,PP103,1,,Andrew,McMurray,Male,No,No,,3187,0.070442,-0.067581,34661
+N05000015,N92000002,South Down,,Northern Ireland,Northern Ireland,County,Democratic Unionist Party,DUP,PP70,7,,Diane,Forsythe,Female,No,No,,7349,0.162434,-0.018916,34534
+N05000015,N92000002,South Down,,Northern Ireland,Northern Ireland,County,Social Democratic and Labour Party,SDLP,PP55,31,,Colin,McGrath,Male,No,No,,10418,0.230268,-0.04169,11535
+N05000015,N92000002,South Down,,Northern Ireland,Northern Ireland,County,Sinn Fein,SF,PP39,30,,Chris,Hazzard,Male,Yes,Yes,4636,19698,0.435382,0.127364,5994
+E14001486,E12000009,South East Cornwall,,South West,England,County,Heritage Party,HPUK,PP12550,1037,,Graham,Cowdry,Male,No,No,,263,0.005336,,116833
+E14001486,E12000009,South East Cornwall,,South West,England,County,Green,Green,PP63,44,,Martin,Corney,Male,No,No,,1999,0.040559,0.013668,4805
+E14001486,E12000009,South East Cornwall,,South West,England,County,Liberal Democrat,LD,PP90,17,,Colin,Martin,Male,No,No,,8284,0.16808,0.005009,29517
+E14001486,E12000009,South East Cornwall,,South West,England,County,Reform UK,RUK,PP7931,1036,,Paul,Wadley,Male,No,No,,9311,0.188918,,116436
+E14001486,E12000009,South East Cornwall,,South West,England,County,Conservative,Con,PP52,4,,Sheryll,Murray,Female,Yes,Yes,4100,13759,0.279166,-0.311087,1021
+E14001486,E12000009,South East Cornwall,,South West,England,County,Labour,Lab,PP53,15,,Anna,Gelderd,Female,No,No,5353,15670,0.31794,0.11479,116437
+E14001487,E12000004,South Holland and The Deepings,,East Midlands,England,County,Green,Green,PP63,44,,Rhys,Baker,Male,No,No,,1800,0.03919,0.006392,95410
+E14001487,E12000004,South Holland and The Deepings,,East Midlands,England,County,Liberal Democrat,LD,PP90,17,,Jack,Braginton,Male,No,No,,1945,0.042347,-0.02323,115924
+E14001487,E12000004,South Holland and The Deepings,,East Midlands,England,County,Independent,Ind,,8,,Mark,Le Sage,Male,No,No,,5031,0.109536,,107860
+E14001487,E12000004,South Holland and The Deepings,,East Midlands,England,County,Labour,Lab,PP53,15,,Paul,Hilliar,Male,No,No,,9086,0.197823,0.065653,115923
+E14001487,E12000004,South Holland and The Deepings,,East Midlands,England,County,Reform UK,RUK,PP7931,1036,,Matt,Swainson,Male,No,No,,10606,0.230917,,99807
+E14001487,E12000004,South Holland and The Deepings,,East Midlands,England,County,Conservative,Con,PP52,4,,John,Hayes,Male,Yes,Yes,350,17462,0.380187,-0.379039,3445
+E14001488,E12000004,South Leicestershire,,East Midlands,England,County,Green,Green,PP63,44,,Mike,Jelfs,Male,No,No,,2481,0.048307,0.008644,75574
+E14001488,E12000004,South Leicestershire,,East Midlands,England,County,Liberal Democrat,LD,PP90,17,,Paul,Hartshorn,Male,No,No,,7621,0.148387,0.052687,63020
+E14001488,E12000004,South Leicestershire,,East Midlands,England,County,Reform UK,RUK,PP7931,1036,,Bill,Piper,Male,No,No,,10235,0.199283,,5020
+E14001488,E12000004,South Leicestershire,,East Midlands,England,County,Labour,Lab,PP53,15,,Robert,Parkinson,Male,No,No,,12758,0.248408,0.049124,99076
+E14001488,E12000004,South Leicestershire,,East Midlands,England,County,Conservative,Con,PP52,4,,Alberto,Costa,Male,Yes,Yes,4439,18264,0.355614,-0.309738,5023
+E14001489,E12000006,South Norfolk,,East of England,England,County,Social Democratic Party,SDP,PP243,32,,Jason,Maguire,Male,No,No,,129,0.002602,,115960
+E14001489,E12000006,South Norfolk,,East of England,England,County,Independent,Ind,,8,,Paco,Davila,Male,No,No,,254,0.005123,,58840
+E14001489,E12000006,South Norfolk,,East of England,England,County,Green,Green,PP63,44,,Catherine,Rowett,Female,No,No,,3987,0.080417,0.04885,5998
+E14001489,E12000006,South Norfolk,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Christopher,Brown,Male,No,No,,5746,0.115896,-0.053782,34575
+E14001489,E12000006,South Norfolk,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Chris,Harrison,Male,No,No,,7583,0.152948,,116897
+E14001489,E12000006,South Norfolk,,East of England,England,County,Conservative,Con,PP52,4,,Poppy,Simister-Thomas,Female,No,No,,14527,0.293007,-0.27197,47759
+E14001489,E12000006,South Norfolk,,East of England,England,County,Labour,Lab,PP53,15,,Ben,Goldsborough,Male,No,No,5205,17353,0.350007,0.11623,87726
+E14001490,E12000004,South Northamptonshire,,East Midlands,England,County,Independent,Ind,,8,,Stuart,Robert,Male,No,No,,209,0.003892,,117494
+E14001490,E12000004,South Northamptonshire,,East Midlands,England,County,Workers Party of Britain,WPB,PP11382,1042,,Mick,Stott,Male,No,No,,246,0.004581,,115926
+E14001490,E12000004,South Northamptonshire,,East Midlands,England,County,Independent,Ind,,8,,Ian,McCord,Male,No,No,,1556,0.028977,,74897
+E14001490,E12000004,South Northamptonshire,,East Midlands,England,County,Green,Green,PP63,44,,Emmie,Williamson,Female,No,No,,3040,0.056614,0.018657,116715
+E14001490,E12000004,South Northamptonshire,,East Midlands,England,County,Liberal Democrat,LD,PP90,17,,Stewart,Tolley,Male,No,No,,4989,0.09291,-0.018237,74308
+E14001490,E12000004,South Northamptonshire,,East Midlands,England,County,Reform UK,RUK,PP7931,1036,,Paul,Hogan,Male,No,No,,8962,0.166899,,115925
+E14001490,E12000004,South Northamptonshire,,East Midlands,England,County,Labour,Lab,PP53,15,,Rufia,Ashraf,Female,No,No,,15504,0.288731,0.080964,74884
+E14001490,E12000004,South Northamptonshire,,East Midlands,England,County,Conservative,Con,PP52,4,,Sarah,Bool,Female,No,No,5355,19191,0.357394,-0.274379,71709
+E14001491,E12000002,South Ribble,,North West,England,County,Green,Green,PP63,44,,Stephani,Mok,Female,No,No,,1574,0.03369,0.008563,105386
+E14001491,E12000002,South Ribble,,North West,England,County,Liberal Democrat,LD,PP90,17,,Ange,Turner,Female,No,No,,2972,0.063613,-0.013819,61437
+E14001491,E12000002,South Ribble,,North West,England,County,Reform UK,RUK,PP7931,1036,,Andy,Hunter,Male,No,No,,8995,0.19253,,116179
+E14001491,E12000002,South Ribble,,North West,England,County,Conservative,Con,PP52,4,,Katherine,Fletcher,Female,Yes,Yes,4834,13339,0.285509,-0.249693,4762
+E14001491,E12000002,South Ribble,,North West,England,County,Labour,Lab,PP53,15,,Paul,Foster,Male,No,No,5074,19840,0.424658,0.062419,2740
+E14001492,E12000001,South Shields,,North East,England,Borough,Liberal Democrat,LD,PP90,17,,Jonathan,Aibi,Male,No,No,,1402,0.038073,0.002591,117380
+E14001492,E12000001,South Shields,,North East,England,Borough,Independent,Ind,,8,,Ahmed,Khan,Male,No,No,,2270,0.061645,,117381
+E14001492,E12000001,South Shields,,North East,England,Borough,Conservative,Con,PP52,4,,Craig,Robinson,Male,No,No,,4128,0.112101,-0.146142,16848
+E14001492,E12000001,South Shields,,North East,England,Borough,Green,Green,PP63,44,,David,Francis,Male,No,No,,5433,0.14754,0.116054,36386
+E14001492,E12000001,South Shields,,North East,England,Borough,Reform UK,RUK,PP7931,1036,,Stephen,Holt,Male,No,No,,8469,0.229986,0.083146,97667
+E14001492,E12000001,South Shields,,North East,England,Borough,Labour,Lab,PP53,15,,Emma,Lewell-Buck,Female,Yes,Yes,4277,15122,0.410656,-0.030237,5539
+E14001493,E12000005,South Shropshire,,West Midlands,England,County,Green,Green,PP63,44,,Hilary,Wendt,Female,No,No,,1911,0.036997,0.002374,32546
+E14001493,E12000005,South Shropshire,,West Midlands,England,County,Labour,Lab,PP53,15,,Simon,Thomson,Male,No,No,,6939,0.134339,-0.023552,4317
+E14001493,E12000005,South Shropshire,,West Midlands,England,County,Reform UK,RUK,PP7931,1036,,Charles,Shackerley-Bennett,Male,No,No,,9171,0.17755,,83413
+E14001493,E12000005,South Shropshire,,West Midlands,England,County,Liberal Democrat,LD,PP90,17,,Matthew,Green,Male,No,Yes,1429,16004,0.309837,0.156224,115595
+E14001493,E12000005,South Shropshire,,West Midlands,England,County,Conservative,Con,PP52,4,,Stuart,Anderson,Male,Yes,Yes,4742,17628,0.341277,-0.312595,35364
+E14001494,E12000006,South Suffolk,,East of England,England,County,Green,Green,PP63,44,,Jessie,Carter,Female,No,No,,4008,0.082129,0.021638,81793
+E14001494,E12000006,South Suffolk,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Tom,Bartleet,Male,No,No,,6424,0.131637,0.004706,113651
+E14001494,E12000006,South Suffolk,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Beverley,England,Female,No,No,,9252,0.189586,,115962
+E14001494,E12000006,South Suffolk,,East of England,England,County,Labour,Lab,PP53,15,,Emma,Bishton,Female,No,No,,13035,0.267105,0.075092,1142
+E14001494,E12000006,South Suffolk,,East of England,England,County,Conservative,Con,PP52,4,,James,Cartlidge,Male,Yes,Yes,4519,16082,0.329542,-0.291022,4229
+E14001495,E12000009,South West Devon,,South West,England,County,Heritage Party,HPUK,PP12550,1037,,Darryl,Ingram,Male,No,No,,106,0.002029,,105961
+E14001495,E12000009,South West Devon,,South West,England,County,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,Ben,Davy,Male,No,No,,141,0.002699,,58331
+E14001495,E12000009,South West Devon,,South West,England,County,Independent,Ind,,8,,Alan,Spencer,Male,No,No,,438,0.008384,,117113
+E14001495,E12000009,South West Devon,,South West,England,County,Green,Green,PP63,44,,Lauren,McLay,Female,No,No,,2925,0.055989,0.017148,95490
+E14001495,E12000009,South West Devon,,South West,England,County,Liberal Democrat,LD,PP90,17,,Julian,Brazil,Male,No,No,,5551,0.106256,-0.015081,1032
+E14001495,E12000009,South West Devon,,South West,England,County,Reform UK,RUK,PP7931,1036,,Stephen,Horner,Male,No,No,,9361,0.179185,,116438
+E14001495,E12000009,South West Devon,,South West,England,County,Labour,Lab,PP53,15,,Sarah,Allen,Female,No,No,,15804,0.302515,0.088398,50165
+E14001495,E12000009,South West Devon,,South West,England,County,Conservative,Con,PP52,4,,Rebecca,Smith,Female,No,No,5301,17916,0.342942,-0.282762,17695
+E14001496,E12000006,South West Hertfordshire,,East of England,England,County,UK Voice,UKV,PP9053,1079,,Ketankumar,Pipaliya,Male,No,No,,150,0.003109,,117695
+E14001496,E12000006,South West Hertfordshire,,East of England,England,County,Social Democratic Party,SDP,PP243,32,,Michael,McGetrick,Male,No,No,,158,0.003274,,72453
+E14001496,E12000006,South West Hertfordshire,,East of England,England,County,Rejoin EU,REU,PP11423,1040,,Victor,Silkin,Male,No,No,,232,0.004808,,117694
+E14001496,E12000006,South West Hertfordshire,,East of England,England,County,Party of Women,POW,PP17545,1102,,Bernadette,O'Malley,Female,No,No,,295,0.006113,,116961
+E14001496,E12000006,South West Hertfordshire,,East of England,England,County,Green,Green,PP63,44,,Narinder,Sian,Male,No,No,,2532,0.052472,0.037476,103553
+E14001496,E12000006,South West Hertfordshire,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Keith,Steers,Male,No,No,,6790,0.140714,,115865
+E14001496,E12000006,South West Hertfordshire,,East of England,England,County,Labour,Lab,PP53,15,,Alex,Sufit,Female,No,No,,9637,0.199714,0.038898,94977
+E14001496,E12000006,South West Hertfordshire,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Sally,Symington,Female,No,No,,12002,0.248725,0.121755,20334
+E14001496,E12000006,South West Hertfordshire,,East of England,England,County,Conservative,Con,PP52,4,,Gagan,Mohindra,Male,Yes,Yes,4804,16458,0.34107,-0.180727,1019
+E14001497,E12000006,South West Norfolk,,East of England,England,County,Communist Party of Britain,Comm,PP78,76,,Lorraine,Douglas,Female,No,No,,77,0.001737,,74748
+E14001497,E12000006,South West Norfolk,,East of England,England,County,Heritage Party,HPUK,PP12550,1037,,Gary,Conway,Male,No,No,,160,0.003609,,96979
+E14001497,E12000006,South West Norfolk,,East of England,England,County,Monster Raving Loony Party,MRLP,PP66,119,,Earl Elvis,Of East Anglia,Male,No,No,,338,0.007624,-0.009775,72256
+E14001497,E12000006,South West Norfolk,,East of England,England,County,Green,Green,PP63,44,,Pallavi,Devulapalli,Female,No,No,,1838,0.041457,0.011238,63688
+E14001497,E12000006,South West Norfolk,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Josie,Ratcliffe,Female,No,No,,2618,0.05905,-0.02347,33490
+E14001497,E12000006,South West Norfolk,,East of England,England,County,Independent,Ind,,8,,James,Bagge,Male,No,No,,6282,0.141694,,113663
+E14001497,E12000006,South West Norfolk,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Tobias,McKenzie,Male,No,No,,9958,0.224608,,113660
+E14001497,E12000006,South West Norfolk,,East of England,England,County,Conservative,Con,PP52,4,,Liz,Truss,Female,Yes,Yes,4097,11217,0.253006,-0.433544,188
+E14001497,E12000006,South West Norfolk,,East of England,England,County,Labour,Lab,PP53,15,,Terry,Jermy,Male,No,No,5338,11847,0.267216,0.083903,20757
+E14001498,E12000009,South West Wiltshire,,South West,England,County,Independent,Ind,,8,,Thomas,Culshaw,Male,No,No,,441,0.009552,,81112
+E14001498,E12000009,South West Wiltshire,,South West,England,County,Independent,Ind,,8,,James,Ward,Male,No,No,,448,0.009704,,117487
+E14001498,E12000009,South West Wiltshire,,South West,England,County,Green,Green,PP63,44,,Fay,Whitfield,Female,No,No,,2243,0.048583,0.011833,32255
+E14001498,E12000009,South West Wiltshire,,South West,England,County,Liberal Democrat,LD,PP90,17,,Bret,Palmer,Male,No,No,,7205,0.15606,-0.008789,116440
+E14001498,E12000009,South West Wiltshire,,South West,England,County,Reform UK,RUK,PP7931,1036,,Garry,Irvin,Male,No,No,,7840,0.169815,,116439
+E14001498,E12000009,South West Wiltshire,,South West,England,County,Labour,Lab,PP53,15,,Evelyn,Akoto,Female,No,No,,12374,0.268021,0.052766,47313
+E14001498,E12000009,South West Wiltshire,,South West,England,County,Conservative,Con,PP52,4,,Andrew,Murrison,Male,Yes,Yes,1466,15617,0.338265,-0.24488,1022
+E14001499,E12000008,Southampton Itchen,,South East,England,Borough,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,Declan,Clune,Male,No,No,,264,0.006938,,7128
+E14001499,E12000008,Southampton Itchen,,South East,England,Borough,Liberal Democrat,LD,PP90,17,,James,Batho,Male,No,No,,2684,0.070533,0.017751,73915
+E14001499,E12000008,Southampton Itchen,,South East,England,Borough,Green,Green,PP63,44,,Neil,Kelly,Male,No,No,,2793,0.073398,0.051466,87533
+E14001499,E12000008,Southampton Itchen,,South East,England,Borough,Reform UK,RUK,PP7931,1036,,Alex,Culley,Male,No,No,,6853,0.180091,,75934
+E14001499,E12000008,Southampton Itchen,,South East,England,Borough,Conservative,Con,PP52,4,,Sidney,Yankson,Male,No,No,,9677,0.254303,-0.250789,91517
+E14001499,E12000008,Southampton Itchen,,South East,England,Borough,Labour,Lab,PP53,15,,Darren,Paffey,Male,No,No,5270,15782,0.414737,0.004497,4414
+E14001500,E12000008,Southampton Test,,South East,England,Borough,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,Maggie,Fricker,Female,No,No,,366,0.010222,,55567
+E14001500,E12000008,Southampton Test,,South East,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Wajahat,Shaukat,Male,No,No,,775,0.021645,,117449
+E14001500,E12000008,Southampton Test,,South East,England,Borough,Liberal Democrat,LD,PP90,17,,Thomas,Gravatt,Male,No,No,,3252,0.090825,0.014171,14317
+E14001500,E12000008,Southampton Test,,South East,England,Borough,Green,Green,PP63,44,,Katherine,Barbour,Female,No,No,,3594,0.100377,0.068528,14448
+E14001500,E12000008,Southampton Test,,South East,England,Borough,Reform UK,RUK,PP7931,1036,,John,Edwards,Male,No,No,,5261,0.146935,0.111575,16525
+E14001500,E12000008,Southampton Test,,South East,England,Borough,Conservative,Con,PP52,4,,Ben,Burcombe-Filer,Male,No,No,,6612,0.184667,-0.171892,29096
+E14001500,E12000008,Southampton Test,,South East,England,Borough,Labour,Lab,PP53,15,,Satvir,Kaur,Female,No,No,5271,15945,0.445329,-0.049315,55594
+E14001501,E12000006,Southend East and Rochford,,East of England,England,County,Heritage Party,HPUK,PP12550,1037,,Bianca,Isherwood,Female,No,No,,206,0.005195,,97740
+E14001501,E12000006,Southend East and Rochford,,East of England,England,County,Confelicity,CFLY,PP12939,1096,,Lee,Clark,Male,No,No,,488,0.012306,,85034
+E14001501,E12000006,Southend East and Rochford,,East of England,England,County,Liberal Democrat,LD,PP90,17,,James,Allen,Male,No,No,,2269,0.057217,-0.007083,75890
+E14001501,E12000006,Southend East and Rochford,,East of England,England,County,Green,Green,PP63,44,,Simon,Cross,Male,No,No,,2716,0.068489,0.067516,4663
+E14001501,E12000006,Southend East and Rochford,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Leslie,Lilley,Male,No,No,,7214,0.181914,,108543
+E14001501,E12000006,Southend East and Rochford,,East of England,England,County,Conservative,Con,PP52,4,,Gavin,Haran,Male,No,No,,11368,0.286665,-0.303343,43061
+E14001501,E12000006,Southend East and Rochford,,East of England,England,County,Labour,Lab,PP53,15,,Bayo,Alaba,Male,No,No,5097,15395,0.388214,0.074916,92051
+E14001502,E12000006,Southend West and Leigh,,East of England,England,Borough,Independent,Ind,,8,,Robert,Francis,Male,No,No,,98,0.002087,,117690
+E14001502,E12000006,Southend West and Leigh,,East of England,England,Borough,Heritage Party,HPUK,PP12550,1037,,Lara,Hurley,Female,No,No,,99,0.002108,,98176
+E14001502,E12000006,Southend West and Leigh,,East of England,England,Borough,Psychedelic Movement,PSY,PP6655,1047,,Jason,Pilley,Male,No,No,,99,0.002108,,7633
+E14001502,E12000006,Southend West and Leigh,,East of England,England,Borough,Independent,Ind,,8,,Tom,Darwood,Male,No,No,,172,0.003662,,2313
+E14001502,E12000006,Southend West and Leigh,,East of England,England,Borough,Confelicity,CFLY,PP12939,1096,,James,Miller,Male,No,No,,262,0.005578,,73353
+E14001502,E12000006,Southend West and Leigh,,East of England,England,Borough,Liberal Democrat,LD,PP90,17,,Stephen,Cummins,Male,No,No,,3174,0.067578,-0.03839,96467
+E14001502,E12000006,Southend West and Leigh,,East of England,England,Borough,Green,Green,PP63,44,,Tilly,Hogrebe,Female,No,No,,3262,0.069452,,73935
+E14001502,E12000006,Southend West and Leigh,,East of England,England,Borough,Reform UK,RUK,PP7931,1036,,Peter,Little,Male,No,No,,8273,0.176141,,117140
+E14001502,E12000006,Southend West and Leigh,,East of England,England,Borough,Conservative,Con,PP52,4,,Anna,Firth,Female,Yes,Yes,4936,14790,0.314895,-0.275661,5426
+E14001502,E12000006,Southend West and Leigh,,East of England,England,Borough,Labour,Lab,PP53,15,,David,Burton-Sampson,Male,No,No,5106,16739,0.356392,0.066374,9669
+E14001503,E12000007,Southgate and Wood Green,,London,England,Borough,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,Karl,Vidol,Male,No,No,,785,0.017188,,90472
+E14001503,E12000007,Southgate and Wood Green,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Geoff,Moseley,Male,No,No,,833,0.018239,,7323
+E14001503,E12000007,Southgate and Wood Green,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Lucy,O'Sullivan,Female,No,No,,3147,0.068906,0.056385,71869
+E14001503,E12000007,Southgate and Wood Green,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Lauren,Fulbright,Female,No,No,,3925,0.085941,-0.013505,90398
+E14001503,E12000007,Southgate and Wood Green,,London,England,Borough,Green,Green,PP63,44,,Charith,Gunawardena,Male,No,No,,5607,0.122769,0.098221,42941
+E14001503,E12000007,Southgate and Wood Green,,London,England,Borough,Conservative,Con,PP52,4,,Eric,Sukumaran,Male,No,No,,8037,0.175976,-0.109557,111970
+E14001503,E12000007,Southgate and Wood Green,,London,England,Borough,Labour,Lab,PP53,15,,Bambos,Charalambous,Male,Yes,Yes,4610,23337,0.510981,-0.066971,4331
+E14001504,E12000002,Southport,,North West,England,County,Independent,Ind,,8,,Sean,Halsall,Male,No,No,,922,0.020462,,53365
+E14001504,E12000002,Southport,,North West,England,County,Green,Green,PP63,44,,Edwin,Black,Male,No,No,,2159,0.047915,0.044341,103979
+E14001504,E12000002,Southport,,North West,England,County,Liberal Democrat,LD,PP90,17,,Erin,Harvey,Female,No,No,,5868,0.130229,0.00541,112609
+E14001504,E12000002,Southport,,North West,England,County,Reform UK,RUK,PP7931,1036,,Andrew,Lynn,Male,No,No,,7395,0.164118,,99587
+E14001504,E12000002,Southport,,North West,England,County,Conservative,Con,PP52,4,,Damien,Moore,Male,Yes,Yes,4669,11463,0.2544,-0.249375,4780
+E14001504,E12000002,Southport,,North West,England,County,Labour,Lab,PP53,15,,Patrick,Hurley,Male,No,No,5052,17252,0.382876,0.015043,51188
+E14001505,E12000008,Spelthorne,,South East,England,Borough,Social Democratic Party,SDP,PP243,32,,Alistair,Miller,Male,No,No,,273,0.005913,,116817
+E14001505,E12000008,Spelthorne,,South East,England,Borough,Green,Green,PP63,44,,Manu,Singh,Male,No,No,,2413,0.052268,0.009408,96575
+E14001505,E12000008,Spelthorne,,South East,England,Borough,Reform UK,RUK,PP7931,1036,,Rory,O'Brien,Male,No,No,,8284,0.179439,,81761
+E14001505,E12000008,Spelthorne,,South East,England,Borough,Liberal Democrat,LD,PP90,17,,Harry,Boparai,Male,No,No,,8710,0.188667,0.037203,47641
+E14001505,E12000008,Spelthorne,,South East,England,Borough,Labour,Lab,PP53,15,,Claire,Tighe,Female,No,No,,12448,0.269636,0.052548,74249
+E14001505,E12000008,Spelthorne,,South East,England,Borough,Conservative,Con,PP52,4,,Lincoln,Jopp,Male,No,No,5332,14038,0.304077,-0.284512,116965
+E14001506,E12000003,Spen Valley,,Yorkshire and The Humber,England,Borough,Liberal Democrat,LD,PP90,17,,Alison,Brelsford,Female,No,No,,1425,0.034707,-0.023651,34854
+E14001506,E12000003,Spen Valley,,Yorkshire and The Humber,England,Borough,Independent,Ind,,8,,Javed,Bashir,Male,No,No,,1526,0.037167,,67448
+E14001506,E12000003,Spen Valley,,Yorkshire and The Humber,England,Borough,Green,Green,PP63,44,,Martin,Price,Male,No,No,,2284,0.055629,0.038047,109888
+E14001506,E12000003,Spen Valley,,Yorkshire and The Humber,England,Borough,Conservative,Con,PP52,4,,Laura,Evans,Female,No,No,,9859,0.240124,-0.223474,34872
+E14001506,E12000003,Spen Valley,,Yorkshire and The Humber,England,Borough,Reform UK,RUK,PP7931,1036,,Sarah,Wood,Female,No,No,,9888,0.24083,0.206366,71466
+E14001506,E12000003,Spen Valley,,Yorkshire and The Humber,England,Borough,Labour,Lab,PP53,15,,Kim,Leadbeater,Female,Yes,Yes,4923,16076,0.391544,0.056396,83755
+E14001507,E12000006,St Albans,,East of England,England,County,Social Democratic Party,SDP,PP243,32,,Stewart,Satterly,Male,No,No,,103,0.001996,,115966
+E14001507,E12000006,St Albans,,East of England,England,County,Heritage Party,HPUK,PP12550,1037,,Dafydd,Morriss,Male,No,No,,104,0.002015,,37145
+E14001507,E12000006,St Albans,,East of England,England,County,Green,Green,PP63,44,,Simon,Grover,Male,No,No,,3272,0.063394,0.046214,15858
+E14001507,E12000006,St Albans,,East of England,England,County,Reform UK,RUK,PP7931,1036,,John,Dowdle,Male,No,No,,4336,0.084008,,46748
+E14001507,E12000006,St Albans,,East of England,England,County,Labour,Lab,PP53,15,,Sophia,Bhatti,Female,No,No,,5189,0.100535,0.01232,106919
+E14001507,E12000006,St Albans,,East of England,England,County,Conservative,Con,PP52,4,,James,Spencer,Male,No,No,,9388,0.181889,-0.210628,35111
+E14001507,E12000006,St Albans,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Daisy,Cooper,Female,Yes,Yes,4769,29222,0.566164,0.06686,6312
+E14001508,E12000009,St Austell and Newquay,,South West,England,County,Independent,Ind,,8,,Angie,Rayner,Female,No,No,,442,0.009458,,83100
+E14001508,E12000009,St Austell and Newquay,,South West,England,County,Liberal,Lib,PP54,16,,Jay,Latham,Female,No,No,,490,0.010485,-0.000876,72463
+E14001508,E12000009,St Austell and Newquay,,South West,England,County,Green,Green,PP63,44,,Amanda,Pennington,Female,No,No,,2337,0.050009,0.019336,4804
+E14001508,E12000009,St Austell and Newquay,,South West,England,County,Liberal Democrat,LD,PP90,17,,Joanna,Kenny,Female,No,No,,4805,0.10282,-0.005423,32066
+E14001508,E12000009,St Austell and Newquay,,South West,England,County,Reform UK,RUK,PP7931,1036,,Stephen,Beal,Male,No,No,,9212,0.197124,,116441
+E14001508,E12000009,St Austell and Newquay,,South West,England,County,Conservative,Con,PP52,4,,Steve,Double,Male,Yes,Yes,4452,13488,0.288624,-0.267113,4231
+E14001508,E12000009,St Austell and Newquay,,South West,England,County,Labour,Lab,PP53,15,,Noah,Law,Male,No,No,5302,15958,0.341479,0.075081,115267
+E14001509,E12000002,St Helens North,,North West,England,County,English Constitution Party,ECP,PP12881,1046,,Joe,Greenhalgh,Male,No,No,,274,0.00677,,117624
+E14001509,E12000002,St Helens North,,North West,England,County,Liberal Democrat,LD,PP90,17,,Pat,Moloney,Male,No,No,,1799,0.044448,-0.011648,2762
+E14001509,E12000002,St Helens North,,North West,England,County,Green,Green,PP63,44,,Daniel,Thomas,Male,No,No,,3495,0.086352,0.045015,117073
+E14001509,E12000002,St Helens North,,North West,England,County,Conservative,Con,PP52,4,,Jayne,Rear,Female,No,No,,4507,0.111355,-0.15485,26033
+E14001509,E12000002,St Helens North,,North West,England,County,Reform UK,RUK,PP7931,1036,,Malcolm,Webster,Male,No,No,,9115,0.225206,0.111752,72138
+E14001509,E12000002,St Helens North,,North West,England,County,Labour,Lab,PP53,15,,David,Baines,Male,No,No,5092,21284,0.525868,0.002961,61859
+E14001510,E12000002,St Helens South and Whiston,,North West,England,Borough,Liberal Democrat,LD,PP90,17,,Brian,Spencer,Male,No,No,,2199,0.057815,0.001005,3797
+E14001510,E12000002,St Helens South and Whiston,,North West,England,Borough,Green,Green,PP63,44,,Terence,Price,Male,No,No,,2642,0.069462,0.02664,61828
+E14001510,E12000002,St Helens South and Whiston,,North West,England,Borough,Conservative,Con,PP52,4,,Emma,Ellison,Female,No,No,,3057,0.080373,-0.132548,23716
+E14001510,E12000002,St Helens South and Whiston,,North West,England,Borough,Independent,Ind,,8,,James,Tasker,Male,No,No,,4244,0.111581,,42244
+E14001510,E12000002,St Helens South and Whiston,,North West,England,Borough,Reform UK,RUK,PP7931,1036,,Raymond,Peters,Male,No,No,,6974,0.183357,0.077139,111173
+E14001510,E12000002,St Helens South and Whiston,,North West,England,Borough,Labour,Lab,PP53,15,,Marie,Rimmer,Female,Yes,Yes,4457,18919,0.49741,-0.083818,4437
+E14001511,E12000009,St Ives,,South West,England,County,The Common People,CP,PP2117,1029,,John,Harris,Male,No,No,,91,0.001892,-0.000557,72493
+E14001511,E12000009,St Ives,,South West,England,County,UK Independence Party,UKIP,PP85,35,,Jason,Saunders,Male,No,No,,111,0.002307,,117520
+E14001511,E12000009,St Ives,,South West,England,County,Liberal,Lib,PP54,16,,Paul,Nicholson,Male,No,No,,187,0.003887,-0.001938,29444
+E14001511,E12000009,St Ives,,South West,England,County,Independent,Ind,,8,,Dave,Laity,Male,No,No,,360,0.007483,,117519
+E14001511,E12000009,St Ives,,South West,England,County,Green,Green,PP63,44,,Ian,Flindall,Male,No,No,,1797,0.037355,0.019154,29511
+E14001511,E12000009,St Ives,,South West,England,County,Labour,Lab,PP53,15,,Filson,Ali,Female,No,No,,2788,0.057955,-0.032826,116443
+E14001511,E12000009,St Ives,,South West,England,County,Reform UK,RUK,PP7931,1036,,Giane,Mortimer,Male,No,No,,6492,0.134952,,116445
+E14001511,E12000009,St Ives,,South West,England,County,Conservative,Con,PP52,4,,Derek,Thomas,Male,Yes,Yes,4532,11247,0.233796,-0.256064,191
+E14001511,E12000009,St Ives,,South West,England,County,Liberal Democrat,LD,PP90,17,,Andrew,George,Male,No,Yes,227,25033,0.520372,0.127489,2504
+E14001512,E12000006,St Neots and Mid Cambridgeshire,,East of England,England,County,Party of Women,POW,PP17545,1102,,Bev,White,Female,No,No,,274,0.005181,,117184
+E14001512,E12000006,St Neots and Mid Cambridgeshire,,East of England,England,County,Green,Green,PP63,44,,Kathryn,Fisher,Female,No,No,,2663,0.050357,0.033312,116726
+E14001512,E12000006,St Neots and Mid Cambridgeshire,,East of England,England,County,Independent,Ind,,8,,Stephen,Ferguson,Male,No,No,,2941,0.055614,,77431
+E14001512,E12000006,St Neots and Mid Cambridgeshire,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Guy,Lachlan,Male,No,No,,5673,0.107277,,116859
+E14001512,E12000006,St Neots and Mid Cambridgeshire,,East of England,England,County,Labour,Lab,PP53,15,,Marianna,Masters,Female,No,No,,6918,0.13082,-0.057299,36306
+E14001512,E12000006,St Neots and Mid Cambridgeshire,,East of England,England,County,Conservative,Con,PP52,4,,Anthony,Browne,Male,Yes,Yes,4801,14896,0.281684,-0.231275,71630
+E14001512,E12000006,St Neots and Mid Cambridgeshire,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Ian,Sollom,Male,No,No,5096,19517,0.369067,0.100898,37499
+E14001513,E12000005,Stafford,,West Midlands,England,County,Heritage Party,HPUK,PP12550,1037,,Craig,Morton,Male,No,No,,91,0.001978,,75766
+E14001513,E12000005,Stafford,,West Midlands,England,County,Monster Raving Loony Party,MRLP,PP66,119,,Titus,Anything,Male,No,No,,307,0.006673,,117572
+E14001513,E12000005,Stafford,,West Midlands,England,County,Liberal Democrat,LD,PP90,17,,Peter,Andras,Male,No,No,,1676,0.036428,-0.02734,3488
+E14001513,E12000005,Stafford,,West Midlands,England,County,Green,Green,PP63,44,,Scott,Spencer,Male,No,No,,2856,0.062075,0.017309,102766
+E14001513,E12000005,Stafford,,West Midlands,England,County,Reform UK,RUK,PP7931,1036,,Michael,Riley,Male,No,No,,8612,0.187181,,74209
+E14001513,E12000005,Stafford,,West Midlands,England,County,Conservative,Con,PP52,4,,Theo,Clarke,Female,Yes,Yes,4819,13936,0.302897,-0.27653,4168
+E14001513,E12000005,Stafford,,West Midlands,England,County,Labour,Lab,PP53,15,,Leigh,Ingham,Female,No,No,5290,18531,0.402769,0.090731,103581
+E14001514,E12000005,Staffordshire Moorlands,,West Midlands,England,County,Liberal Democrat,LD,PP90,17,,Graham,Oakes,Male,No,No,,1499,0.034617,-0.026769,3459
+E14001514,E12000005,Staffordshire Moorlands,,West Midlands,England,County,Green,Green,PP63,44,,Helen,Stead,Female,No,No,,2293,0.052954,0.022239,60908
+E14001514,E12000005,Staffordshire Moorlands,,West Midlands,England,County,Reform UK,RUK,PP7931,1036,,Dave,Poole,Male,No,No,,10065,0.232437,,106901
+E14001514,E12000005,Staffordshire Moorlands,,West Midlands,England,County,Labour,Lab,PP53,15,,Alastair,Watson,Male,No,No,,14135,0.326428,0.059509,57799
+E14001514,E12000005,Staffordshire Moorlands,,West Midlands,England,County,Conservative,Con,PP52,4,,Karen,Bradley,Female,Yes,Yes,4110,15310,0.353563,-0.287416,1303
+E14001515,E12000002,Stalybridge and Hyde,,North West,England,County,Liberal Democrat,LD,PP90,17,,Kamala,Kugan,Female,No,No,,1080,0.029002,-0.01412,88732
+E14001515,E12000002,Stalybridge and Hyde,,North West,England,County,Independent,Ind,,8,,Ian,Owen,Male,No,No,,1214,0.0326,,117273
+E14001515,E12000002,Stalybridge and Hyde,,North West,England,County,Workers Party of Britain,WPB,PP11382,1042,,Audel,Shirin,Male,No,No,,1227,0.032949,,112284
+E14001515,E12000002,Stalybridge and Hyde,,North West,England,County,Green,Green,PP63,44,,Robert,Hodgetts-Haley,Male,No,No,,2745,0.073713,0.04041,67289
+E14001515,E12000002,Stalybridge and Hyde,,North West,England,County,Conservative,Con,PP52,4,,Phil,Chadwick,Male,No,No,,6872,0.184538,-0.19497,14370
+E14001515,E12000002,Stalybridge and Hyde,,North West,England,County,Reform UK,RUK,PP7931,1036,,Barbara,Kaya,Female,No,No,,7781,0.208948,0.124191,72392
+E14001515,E12000002,Stalybridge and Hyde,,North West,England,County,Labour and Co-operative,Lab,PP53,15,PP119,Jonathan,Reynolds,Male,Yes,Yes,4119,16320,0.43825,-0.010792,1043
+E14001516,E12000006,Stevenage,,East of England,England,County,Christian Peoples Alliance Party,CPA,PP79,80,,Joshua,Smith,Male,No,No,,148,0.003465,,117052
+E14001516,E12000006,Stevenage,,East of England,England,County,Green,Green,PP63,44,,Paul,Dawson,Male,No,No,,2655,0.062156,0.0316,105736
+E14001516,E12000006,Stevenage,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Lisa,Nash,Female,No,No,,3467,0.081166,-0.00549,36171
+E14001516,E12000006,Stevenage,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Peter,Hopper,Male,No,No,,7667,0.179492,,113679
+E14001516,E12000006,Stevenage,,East of England,England,County,Conservative,Con,PP52,4,,Alex,Clarkson,Male,No,No,,11080,0.259394,-0.271781,103034
+E14001516,E12000006,Stevenage,,East of England,England,County,Labour,Lab,PP53,15,,Kevin,Bonavia,Male,No,No,5051,17698,0.414328,0.062714,788
+S14000105,S92000003,Stirling and Strathallan,,Scotland,Scotland,County,Scottish Green Party,Green,PP130,1057,,Andrew,Adam,Male,No,No,,2320,0.046603,0.030309,117145
+S14000105,S92000003,Stirling and Strathallan,,Scotland,Scotland,County,Liberal Democrat,LD,PP90,17,,Hamish,Taylor,Male,No,No,,2530,0.050822,-0.007662,116837
+S14000105,S92000003,Stirling and Strathallan,,Scotland,Scotland,County,Reform UK,RUK,PP7931,1036,,Bill,McDonald,Male,No,No,,3145,0.063175,,117313
+S14000105,S92000003,Stirling and Strathallan,,Scotland,Scotland,County,Conservative,Con,PP52,4,,Neil,Benny,Male,No,No,,9469,0.190209,-0.160139,22502
+S14000105,S92000003,Stirling and Strathallan,,Scotland,Scotland,County,Scottish National Party,SNP,PP102,29,,Alyn,Smith,Male,Yes,Yes,4738,15462,0.310594,-0.187754,70176
+S14000105,S92000003,Stirling and Strathallan,,Scotland,Scotland,County,Labour,Lab,PP53,15,,Chris,Kane,Male,No,No,5155,16856,0.338596,0.262071,22509
+E14001517,E12000002,Stockport,,North West,England,Borough,Stockport Fights Austerity No To Cuts,SFAN,PP12793,1087,,Ashley,Walker,Male,No,No,,193,0.004418,,101570
+E14001517,E12000002,Stockport,,North West,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Ayesha,Khan,Female,No,No,,1630,0.037314,,116182
+E14001517,E12000002,Stockport,,North West,England,Borough,Liberal Democrat,LD,PP90,17,,Wendy,Meikle,Female,No,No,,3724,0.085251,-0.00137,55390
+E14001517,E12000002,Stockport,,North West,England,Borough,Green,Green,PP63,44,,Helena,Mellish,Female,No,No,,4865,0.111371,0.07584,11099
+E14001517,E12000002,Stockport,,North West,England,Borough,Conservative,Con,PP52,4,,Oliver,Johnstone,Male,No,No,,4967,0.113706,-0.168103,41275
+E14001517,E12000002,Stockport,,North West,England,Borough,Reform UK,RUK,PP7931,1036,,Lynn,Schofield,Female,No,No,,6517,0.149188,0.09599,92861
+E14001517,E12000002,Stockport,,North West,England,Borough,Labour,Lab,PP53,15,,Navendu,Mishra,Male,Yes,Yes,4811,21787,0.498752,-0.04409,34462
+E14001518,E12000001,Stockton North,,North East,England,County,Liberal Democrat,LD,PP90,17,,Jo,Barton,Female,No,No,,1133,0.030293,-0.009676,4767
+E14001518,E12000001,Stockton North,,North East,England,County,Green,Green,PP63,44,,Samuel,Bradford,Male,No,No,,1923,0.051416,,97020
+E14001518,E12000001,Stockton North,,North East,England,County,Conservative,Con,PP52,4,,Niall,Innes,Male,No,No,,8028,0.214647,-0.160319,75158
+E14001518,E12000001,Stockton North,,North East,England,County,Reform UK,RUK,PP7931,1036,,John,McDermottroe,Male,No,No,,9189,0.245689,0.155311,75781
+E14001518,E12000001,Stockton North,,North East,England,County,Labour,Lab,PP53,15,,Chris,McDonald,Male,No,No,5116,17128,0.457956,-0.00915,116116
+E14001519,E12000001,Stockton West,,North East,England,County,Independents for Direct Democracy,IDD,PP6662,1108,,Monty,Brack,Male,No,No,,45,0.000925,,34984
+E14001519,E12000001,Stockton West,,North East,England,County,Independent,Ind,,8,,Vivek,Chhabra,Male,No,No,,106,0.002179,,117378
+E14001519,E12000001,Stockton West,,North East,England,County,Independent,Ind,,8,,Niko,Omilana,Male,No,No,,106,0.002179,,117377
+E14001519,E12000001,Stockton West,,North East,England,County,Independent,Ind,,8,,Mohammed,Zaroof,Male,No,No,,263,0.005407,,117379
+E14001519,E12000001,Stockton West,,North East,England,County,Liberal Democrat,LD,PP90,17,,Nigel,Boddy,Male,No,No,,1203,0.024734,-0.019762,59566
+E14001519,E12000001,Stockton West,,North East,England,County,Green,Green,PP63,44,,Anna-Maria,Toms,Female,No,No,,1477,0.030367,0.025334,106104
+E14001519,E12000001,Stockton West,,North East,England,County,Reform UK,RUK,PP7931,1036,,Steve,Matthews,Male,No,No,,6833,0.140487,0.093859,8756
+E14001519,E12000001,Stockton West,,North East,England,County,Labour,Lab,PP53,15,,Joe,Dancey,Male,No,No,,18233,0.374872,0.035813,116117
+E14001519,E12000001,Stockton West,,North East,England,County,Conservative,Con,PP52,4,,Matt,Vickers,Male,Yes,Yes,4844,20372,0.418849,-0.145934,7517
+E14001520,E12000005,Stoke-on-Trent Central,,West Midlands,England,Borough,Independent,Ind,,8,,AliRom,Alirom,Male,No,No,,279,0.007906,,98053
+E14001520,E12000005,Stoke-on-Trent Central,,West Midlands,England,Borough,Independent,Ind,,8,,Andy,Poleshaw,Male,No,No,,315,0.008926,,117717
+E14001520,E12000005,Stoke-on-Trent Central,,West Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,Laura,McCarthy,Female,No,No,,999,0.028309,-0.009268,46244
+E14001520,E12000005,Stoke-on-Trent Central,,West Midlands,England,Borough,Green,Green,PP63,44,,Adam,Colclough,Male,No,No,,1703,0.048259,0.02851,19838
+E14001520,E12000005,Stoke-on-Trent Central,,West Midlands,England,Borough,Independent,Ind,,8,,Navid,Kaleem,Male,No,No,,2281,0.064638,,116810
+E14001520,E12000005,Stoke-on-Trent Central,,West Midlands,England,Borough,Conservative,Con,PP52,4,,Chandra,Kanneganti,Male,No,No,,6221,0.176287,-0.294853,55080
+E14001520,E12000005,Stoke-on-Trent Central,,West Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Luke,Shenton,Male,No,No,,8541,0.24203,0.199405,97171
+E14001520,E12000005,Stoke-on-Trent Central,,West Midlands,England,Borough,Labour and Co-operative,Lab,PP53,15,PP119,Gareth,Snell,Male,No,Yes,4595,14950,0.423645,-0.005264,19842
+E14001521,E12000005,Stoke-on-Trent North,,West Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,Lucy,Hurds,Female,No,No,,911,0.025201,-0.007848,301
+E14001521,E12000005,Stoke-on-Trent North,,West Midlands,England,Borough,Independent,Ind,,8,,Jag,Boyapati,Male,No,No,,1103,0.030512,,117631
+E14001521,E12000005,Stoke-on-Trent North,,West Midlands,England,Borough,Green,Green,PP63,44,,Josh,Harris,Male,No,No,,1236,0.034191,0.020522,96656
+E14001521,E12000005,Stoke-on-Trent North,,West Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Karl,Beresford,Male,No,No,,8824,0.244094,0.188321,68519
+E14001521,E12000005,Stoke-on-Trent North,,West Midlands,England,Borough,Conservative,Con,PP52,4,,Jonathan,Gullis,Male,Yes,Yes,4814,9497,0.262711,-0.278701,20069
+E14001521,E12000005,Stoke-on-Trent North,,West Midlands,England,Borough,Labour,Lab,PP53,15,,David,Williams,Male,No,No,5151,14579,0.403292,0.054888,34347
+E14001522,E12000005,Stoke-on-Trent South,,West Midlands,England,County,Independent,Ind,,8,,Carla,Parrish,Female,No,No,,120,0.002931,,116880
+E14001522,E12000005,Stoke-on-Trent South,,West Midlands,England,County,Green,Green,PP63,44,,Peggy,Wiseman,Female,No,No,,1207,0.029481,0.01347,33562
+E14001522,E12000005,Stoke-on-Trent South,,West Midlands,England,County,Independent,Ind,,8,,Asif,Mehmood,Male,No,No,,1372,0.033511,,117615
+E14001522,E12000005,Stoke-on-Trent South,,West Midlands,England,County,Liberal Democrat,LD,PP90,17,,Alec,Sandiford,Male,No,No,,1577,0.038518,-0.023814,56678
+E14001522,E12000005,Stoke-on-Trent South,,West Midlands,England,County,Reform UK,RUK,PP7931,1036,,Michael,Baily,Male,No,No,,8851,0.216184,,102788
+E14001522,E12000005,Stoke-on-Trent South,,West Midlands,England,County,Conservative,Con,PP52,4,,Jack,Brereton,Male,Yes,Yes,4643,13594,0.332031,-0.293317,19836
+E14001522,E12000005,Stoke-on-Trent South,,West Midlands,England,County,Labour,Lab,PP53,15,,Allison,Gardner,Female,No,No,5334,14221,0.347345,0.051034,13786
+E14001523,E12000005,"Stone, Great Wyrley and Penkridge",,West Midlands,England,County,Social Democratic Party,SDP,PP243,32,,Alexander,Bramham,Male,No,No,,650,0.015198,,77606
+E14001523,E12000005,"Stone, Great Wyrley and Penkridge",,West Midlands,England,County,Green,Green,PP63,44,,Danni,Braine,Female,No,No,,2236,0.05228,0.018113,103081
+E14001523,E12000005,"Stone, Great Wyrley and Penkridge",,West Midlands,England,County,UK Independence Party,UKIP,PP85,35,,Janice,MacKay,Female,No,No,,2638,0.061679,,6704
+E14001523,E12000005,"Stone, Great Wyrley and Penkridge",,West Midlands,England,County,Liberal Democrat,LD,PP90,17,,Sam,Harper-Wallis,Male,No,No,,2952,0.06902,0.003853,95297
+E14001523,E12000005,"Stone, Great Wyrley and Penkridge",,West Midlands,England,County,Labour,Lab,PP53,15,,Jacqueline,Brown,Female,No,No,,14414,0.337012,0.121184,90393
+E14001523,E12000005,"Stone, Great Wyrley and Penkridge",,West Midlands,England,County,Conservative,Con,PP52,4,,Gavin,Williamson,Male,Yes,Yes,4108,19880,0.464812,-0.220026,769
+E14001524,E12000005,Stourbridge,,West Midlands,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Mohammed,Ramzan,Male,No,No,,1067,0.026757,,116664
+E14001524,E12000005,Stourbridge,,West Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,Christopher,Bramall,Male,No,No,,1607,0.040298,-0.017507,2601
+E14001524,E12000005,Stourbridge,,West Midlands,England,Borough,Green,Green,PP63,44,,Stephen,Price,Male,No,No,,1732,0.043432,0.02361,99644
+E14001524,E12000005,Stourbridge,,West Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Richard,Shaw,Male,No,No,,7869,0.197327,,116543
+E14001524,E12000005,Stourbridge,,West Midlands,England,Borough,Conservative,Con,PP52,4,,Suzanne,Webb,Female,Yes,Yes,4802,12265,0.307563,-0.310303,10042
+E14001524,E12000005,Stourbridge,,West Midlands,England,Borough,Labour,Lab,PP53,15,,Cat,Eccles,Female,No,No,5293,15338,0.384623,0.093526,59211
+N05000016,N92000002,Strangford,,Northern Ireland,Northern Ireland,County,Conservative,Con,PP51,4,,Barry,Hetherington,Male,No,No,,146,0.003752,-0.029912,116673
+N05000016,N92000002,Strangford,,Northern Ireland,Northern Ireland,County,Independent,Ind,,8,,Gareth,Burns,Male,No,No,,157,0.004035,,117825
+N05000016,N92000002,Strangford,,Northern Ireland,Northern Ireland,County,Independent,Ind,,8,,Garreth,Falls,Male,No,No,,256,0.006579,,117826
+N05000016,N92000002,Strangford,,Northern Ireland,Northern Ireland,County,Green Party Northern Ireland,Green,PP305,44,,Alexandra,Braidner,Female,No,No,,703,0.018068,0.000068,117824
+N05000016,N92000002,Strangford,,Northern Ireland,Northern Ireland,County,Social Democratic and Labour Party,SDLP,PP55,31,,Will,Polland,Male,No,No,,1783,0.045825,-0.054642,108654
+N05000016,N92000002,Strangford,,Northern Ireland,Northern Ireland,County,Sinn Fein,SF,PP39,30,,Noel,Sands,Male,No,No,,2793,0.071783,-0.003956,108702
+N05000016,N92000002,Strangford,,Northern Ireland,Northern Ireland,County,Traditional Unionist Voice,TUV,PP680,158,,Ron,McDowell,Male,No,No,,3143,0.080778,,84283
+N05000016,N92000002,Strangford,,Northern Ireland,Northern Ireland,County,Ulster Unionist Party,UUP,PP83,38,,Richard,Smart,Male,No,No,,3941,0.101288,0.00898,69271
+N05000016,N92000002,Strangford,,Northern Ireland,Northern Ireland,County,Alliance,APNI,PP103,1,,Michelle,Guy,Female,No,No,,10428,0.26801,0.005646,49643
+N05000016,N92000002,Strangford,,Northern Ireland,Northern Ireland,County,Democratic Unionist Party,DUP,PP70,7,,Jim,Shannon,Male,Yes,Yes,4131,15559,0.399882,-0.004998,3066
+E14001525,E12000007,Stratford and Bow,,London,England,Borough,Independent,Ind,,8,,Steve,Hedley,Male,No,No,,375,0.008634,,93859
+E14001525,E12000007,Stratford and Bow,,London,England,Borough,Independent,Ind,,8,,Fiona,Lali,Female,No,No,,1791,0.041234,,116767
+E14001525,E12000007,Stratford and Bow,,London,England,Borough,Independent,Ind,,8,,Omar,Faruk,Male,No,No,,1826,0.04204,,117383
+E14001525,E12000007,Stratford and Bow,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Janey,Little,Female,No,No,,1926,0.044342,-0.045684,86500
+E14001525,E12000007,Stratford and Bow,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Jeff,Evans,Male,No,No,,2093,0.048187,0.02482,43304
+E14001525,E12000007,Stratford and Bow,,London,England,Borough,Independent,Ind,,8,,Nizam,Ali,Male,No,No,,2380,0.054795,,116875
+E14001525,E12000007,Stratford and Bow,,London,England,Borough,Conservative,Con,PP52,4,,Kane,Blackwell,Male,No,No,,3114,0.071693,-0.073468,50092
+E14001525,E12000007,Stratford and Bow,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Halima,Khan,Female,No,No,,3274,0.075377,,113972
+E14001525,E12000007,Stratford and Bow,,London,England,Borough,Green,Green,PP63,44,,Joe,Hudson-Small,Male,No,No,,7511,0.172925,0.135817,93578
+E14001525,E12000007,Stratford and Bow,,London,England,Borough,Labour,Lab,PP53,15,,Uma,Kumaran,Female,No,No,5278,19145,0.440774,-0.263564,4348
+E14001526,E12000005,Stratford-on-Avon,,West Midlands,England,County,New Open Non-Political Organised Leadership,NONPOL,PP12918,1076,,Neil,O'Neil,Male,No,No,,186,0.003512,,115622
+E14001526,E12000005,Stratford-on-Avon,,West Midlands,England,County,Independent,Ind,,8,,Kevin,Taylor,Male,No,No,,292,0.005514,,117452
+E14001526,E12000005,Stratford-on-Avon,,West Midlands,England,County,Green,Green,PP63,44,,Doug,Rouxel,Male,No,No,,1197,0.022602,-0.01532,24927
+E14001526,E12000005,Stratford-on-Avon,,West Midlands,England,County,Labour,Lab,PP53,15,,Seyi,Agboola,Male,No,No,,3753,0.070866,-0.042546,95279
+E14001526,E12000005,Stratford-on-Avon,,West Midlands,England,County,Reform UK,RUK,PP7931,1036,,James,Crocker,Male,No,No,,7753,0.146396,,72561
+E14001526,E12000005,Stratford-on-Avon,,West Midlands,England,County,Conservative,Con,PP52,4,,Chris,Clarkson,Male,Yes,Yes,4835,16328,0.308314,-0.293587,6085
+E14001526,E12000005,Stratford-on-Avon,,West Midlands,England,County,Liberal Democrat,LD,PP90,17,,Manuela,Perteghella,Female,No,No,5122,23450,0.442795,0.19603,61603
+E14001527,E12000007,Streatham and Croydon North,,London,England,Borough,Social Democratic Party,SDP,PP243,32,,Myles,Owen,Male,No,No,,139,0.00312,,113741
+E14001527,E12000007,Streatham and Croydon North,,London,England,Borough,Christian Peoples Alliance Party,CPA,PP79,80,,Magdaline,Nzekwue,Female,No,No,,290,0.006509,,117045
+E14001527,E12000007,Streatham and Croydon North,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Waseem,Sherwani,Male,No,No,,910,0.020425,,116066
+E14001527,E12000007,Streatham and Croydon North,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Philip,Watson,Male,No,No,,1994,0.044756,0.031931,117703
+E14001527,E12000007,Streatham and Croydon North,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Claire,Bonham,Female,No,No,,5031,0.112922,-0.062529,35233
+E14001527,E12000007,Streatham and Croydon North,,London,England,Borough,Conservative,Con,PP52,4,,Anthony,Boutall,Male,No,No,,5328,0.119588,-0.068804,113975
+E14001527,E12000007,Streatham and Croydon North,,London,England,Borough,Green,Green,PP63,44,,Scott,Ainslie,Male,No,No,,7629,0.171234,0.126836,37323
+E14001527,E12000007,Streatham and Croydon North,,London,England,Borough,Labour and Co-operative,Lab,PP53,15,PP119,Steve,Reed,Male,Yes,Yes,4268,23232,0.521446,-0.057489,5372
+E14001528,E12000002,Stretford and Urmston,,North West,England,Borough,Rejoin EU,REU,PP11423,1040,,Jim,Newell,Male,No,No,,308,0.006695,,95477
+E14001528,E12000002,Stretford and Urmston,,North West,England,Borough,Liberal Democrat,LD,PP90,17,,Mark,Clayton,Male,No,No,,2216,0.048172,-0.011129,395
+E14001528,E12000002,Stretford and Urmston,,North West,England,Borough,Green,Green,PP63,44,,Daniel,Jerrome,Male,No,No,,4398,0.095605,0.068501,34696
+E14001528,E12000002,Stretford and Urmston,,North West,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Khalila,Chaudry,Female,No,No,,4461,0.096974,,116183
+E14001528,E12000002,Stretford and Urmston,,North West,England,Borough,Reform UK,RUK,PP7931,1036,,Charlotte,Faulkner,Female,No,No,,5485,0.119234,0.083921,117345
+E14001528,E12000002,Stretford and Urmston,,North West,England,Borough,Conservative,Con,PP52,4,,Mark,Cornes,Male,No,No,,6492,0.141124,-0.134067,117344
+E14001528,E12000002,Stretford and Urmston,,North West,England,Borough,Labour,Lab,PP53,15,,Andrew,Western,Male,Yes,Yes,4979,22642,0.492196,-0.110896,34397
+E14001529,E12000009,Stroud,,South West,England,County,Volt United Kingdom,VUK,PP8009,1056,,Jason,Hughes,Male,No,No,,163,0.002952,,117182
+E14001529,E12000009,Stroud,,South West,England,County,Independent,Ind,,8,,Saskia,Whitfield,Female,No,No,,261,0.004726,,117183
+E14001529,E12000009,Stroud,,South West,England,County,Liberal Democrat,LD,PP90,17,,George,James,Male,No,No,,2913,0.052752,0.030408,18584
+E14001529,E12000009,Stroud,,South West,England,County,Green,Green,PP63,44,,Pete,Kennedy,Male,No,No,,5729,0.103747,0.023714,5227
+E14001529,E12000009,Stroud,,South West,England,County,Reform UK,RUK,PP7931,1036,,Chris,Lester,Male,No,No,,6329,0.114612,0.099634,75511
+E14001529,E12000009,Stroud,,South West,England,County,Conservative,Con,PP52,4,,Siobhan,Baillie,Female,Yes,Yes,4847,14219,0.257493,-0.199484,34539
+E14001529,E12000009,Stroud,,South West,England,County,Labour,Lab,PP53,15,,Simon,Opher,Male,No,No,5030,25607,0.463719,0.047392,115276
+E14001530,E12000006,Suffolk Coastal,,East of England,England,County,Green,Green,PP63,44,,Julian,Cusack,Male,No,No,,4380,0.088573,0.044497,58120
+E14001530,E12000006,Suffolk Coastal,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Julia,Ewart,Female,No,No,,6947,0.140482,-0.010783,48925
+E14001530,E12000006,Suffolk Coastal,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Matthew,Jackson,Male,No,No,,7850,0.158743,,117289
+E14001530,E12000006,Suffolk Coastal,,East of England,England,County,Conservative,Con,PP52,4,,Thérèse,Coffey,Female,Yes,Yes,4098,14602,0.295282,-0.269179,84
+E14001530,E12000006,Suffolk Coastal,,East of England,England,County,Labour,Lab,PP53,15,,Jenny,Riddell-Carpenter,Female,No,No,5160,15672,0.31692,0.102979,113685
+E14001531,E12000001,Sunderland Central,,North East,England,Borough,Green,Green,PP63,44,,Rachel,Featherstone,Female,No,No,,2993,0.074906,0.047028,6271
+E14001531,E12000001,Sunderland Central,,North East,England,Borough,Liberal Democrat,LD,PP90,17,,Niall,Hodson,Male,No,No,,3602,0.090147,0.020568,11589
+E14001531,E12000001,Sunderland Central,,North East,England,Borough,Conservative,Con,PP52,4,,Greg,Peacock,Male,No,No,,5731,0.143429,-0.210145,73415
+E14001531,E12000001,Sunderland Central,,North East,England,Borough,Reform UK,RUK,PP7931,1036,,Chris,Enyon,Male,No,No,,10779,0.269765,0.153678,88950
+E14001531,E12000001,Sunderland Central,,North East,England,Borough,Labour,Lab,PP53,15,,Lewis,Atkinson,Male,No,No,5028,16852,0.421753,0.000003,116893
+E14001532,E12000008,Surrey Heath,,South East,England,County,Heritage Party,HPUK,PP12550,1037,,Elizabeth,Wallitt,Female,No,No,,92,0.001925,,38736
+E14001532,E12000008,Surrey Heath,,South East,England,County,Green,Green,PP63,44,,Jon,Campbell,Male,No,No,,1162,0.024316,-0.011076,75070
+E14001532,E12000008,Surrey Heath,,South East,England,County,Labour,Lab,PP53,15,,Jessica,Hammersley-Rich,Female,No,No,,3148,0.065874,-0.02789,116363
+E14001532,E12000008,Surrey Heath,,South East,England,County,Reform UK,RUK,PP7931,1036,,Sam,Goggin,Female,No,No,,6252,0.130828,,79325
+E14001532,E12000008,Surrey Heath,,South East,England,County,Conservative,Con,PP52,4,,Ed,McGuinness,Male,No,No,,15747,0.329518,-0.249044,47202
+E14001532,E12000008,Surrey Heath,,South East,England,County,Liberal Democrat,LD,PP90,17,,Al,Pinkerton,Male,No,No,5288,21387,0.447539,0.167303,71680
+E14001533,E12000008,Sussex Weald,,South East,England,County,UK Independence Party,UKIP,PP85,35,,Chris,Magness,Male,No,No,,152,0.003091,,30460
+E14001533,E12000008,Sussex Weald,,South East,England,County,Heritage Party,HPUK,PP12550,1037,,Dominie,Stemp,Female,No,No,,156,0.003172,,116831
+E14001533,E12000008,Sussex Weald,,South East,England,County,Social Democratic Party,SDP,PP243,32,,Stephen,Gander,Male,No,No,,319,0.006487,,71422
+E14001533,E12000008,Sussex Weald,,South East,England,County,Independent,Ind,,8,,Shaun,Bowler,Male,No,No,,953,0.01938,,117136
+E14001533,E12000008,Sussex Weald,,South East,England,County,Green,Green,PP63,44,,Austin,Henderson,Male,No,No,,3762,0.076502,0.03075,116990
+E14001533,E12000008,Sussex Weald,,South East,England,County,Labour,Lab,PP53,15,,Dipesh,Patel,Male,No,No,,8239,0.167544,0.018833,99391
+E14001533,E12000008,Sussex Weald,,South East,England,County,Reform UK,RUK,PP7931,1036,,David,Morgan,Male,No,No,,8920,0.181393,,116364
+E14001533,E12000008,Sussex Weald,,South East,England,County,Liberal Democrat,LD,PP90,17,,Danielle,Newson,Female,No,No,,9916,0.201647,0.033247,101885
+E14001533,E12000008,Sussex Weald,,South East,England,County,Conservative,Con,PP52,4,,Nus,Ghani,Female,Yes,Yes,4460,16758,0.340783,-0.296353,85
+E14001534,E12000007,Sutton and Cheam,,London,England,Borough,Independent,Ind,,8,,Hamilton,Action-Man Kingsley,Male,No,No,,317,0.006659,,48726
+E14001534,E12000007,Sutton and Cheam,,London,England,Borough,Green,Green,PP63,44,,Aasha,Anam,Female,No,No,,1721,0.036151,0.013016,116728
+E14001534,E12000007,Sutton and Cheam,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Ryan,Powell,Male,No,No,,5787,0.12156,,116069
+E14001534,E12000007,Sutton and Cheam,,London,England,Borough,Labour,Lab,PP53,15,,Chrisni,Reshekaron,Female,No,No,,8430,0.177079,0.034468,77222
+E14001534,E12000007,Sutton and Cheam,,London,England,Borough,Conservative,Con,PP52,4,,Tom,Drummond,Male,No,No,,13775,0.289354,-0.210477,48743
+E14001534,E12000007,Sutton and Cheam,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Luke,Taylor,Male,No,No,5103,17576,0.369197,0.034774,6297
+E14001535,E12000005,Sutton Coldfield,,West Midlands,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Wajad,Burkey,Male,No,No,,653,0.01351,,88495
+E14001535,E12000005,Sutton Coldfield,,West Midlands,England,Borough,Green,Green,PP63,44,,Ben,Auton,Male,No,No,,2419,0.050049,0.011234,42205
+E14001535,E12000005,Sutton Coldfield,,West Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,John,Sweeney,Male,No,No,,2587,0.053525,-0.067985,116670
+E14001535,E12000005,Sutton Coldfield,,West Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Mark,Hoath,Male,No,No,,8213,0.169925,,74211
+E14001535,E12000005,Sutton Coldfield,,West Midlands,England,Borough,Labour,Lab,PP53,15,,Rob,Pocock,Male,No,No,,15959,0.330188,0.094508,3035
+E14001535,E12000005,Sutton Coldfield,,West Midlands,England,Borough,Conservative,Con,PP52,4,,Andrew,Mitchell,Male,Yes,Yes,1211,18502,0.382803,-0.221192,681
+W07000108,W92000004,Swansea West,,Wales,Wales,County,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,Gareth,Bromhall,Male,No,No,,337,0.009451,,73811
+W07000108,W92000004,Swansea West,,Wales,Wales,County,Green,Green,PP63,44,,Peter,Jones,Male,No,No,,2305,0.064644,0.05634,28456
+W07000108,W92000004,Swansea West,,Wales,Wales,County,Conservative,Con,PP52,4,,Tara-Jane,Sutcliffe,Female,No,No,,3536,0.099167,-0.187536,93240
+W07000108,W92000004,Swansea West,,Wales,Wales,County,Plaid Cymru,PC,PP77,22,,Gwyn,Williams,Male,No,No,,4105,0.115125,0.056413,71685
+W07000108,W92000004,Swansea West,,Wales,Wales,County,Liberal Democrat,LD,PP90,17,,Michael,O'Carroll,Male,No,No,,4367,0.122472,0.058353,34563
+W07000108,W92000004,Swansea West,,Wales,Wales,County,Reform UK,RUK,PP7931,1036,,Patrick,Benham-Crosswell,Male,No,No,,6246,0.175169,0.106796,115456
+W07000108,W92000004,Swansea West,,Wales,Wales,County,Labour,Lab,PP53,15,,Torsten,Bell,Male,No,No,5069,14761,0.413972,-0.099818,116913
+E14001536,E12000009,Swindon North,,South West,England,County,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,Scott,Hunter,Male,No,No,,139,0.003147,,90373
+E14001536,E12000009,Swindon North,,South West,England,County,Independent,Ind,,8,,Debbie,Hicks,Female,No,No,,260,0.005887,,18530
+E14001536,E12000009,Swindon North,,South West,England,County,Liberal Democrat,LD,PP90,17,,Flo,Clucas,Female,No,No,,2086,0.047232,-0.031787,7028
+E14001536,E12000009,Swindon North,,South West,England,County,Green,Green,PP63,44,,Andy,Bentley,Male,No,No,,2366,0.053572,0.02299,14695
+E14001536,E12000009,Swindon North,,South West,England,County,Reform UK,RUK,PP7931,1036,,Les,Willis,Male,No,No,,7557,0.171108,,72289
+E14001536,E12000009,Swindon North,,South West,England,County,Conservative,Con,PP52,4,,Justin,Tomlinson,Male,Yes,Yes,4105,13827,0.313076,-0.271948,190
+E14001536,E12000009,Swindon North,,South West,England,County,Labour,Lab,PP53,15,,Will,Stone,Male,No,No,5035,17930,0.405978,0.100602,90426
+E14001537,E12000009,Swindon South,,South West,England,Borough,Independent,Ind,,8,,Martin,Costello,Male,No,No,,472,0.010537,,35065
+E14001537,E12000009,Swindon South,,South West,England,Borough,Liberal Democrat,LD,PP90,17,,Matthew,McCabe,Male,No,No,,1843,0.041144,-0.03534,49998
+E14001537,E12000009,Swindon South,,South West,England,Borough,Green,Green,PP63,44,,Roderick,Hebden,Male,No,No,,2539,0.056682,0.051412,12713
+E14001537,E12000009,Swindon South,,South West,England,Borough,Reform UK,RUK,PP7931,1036,,Catherine,Kosidowski,Female,No,No,,6194,0.138277,,117735
+E14001537,E12000009,Swindon South,,South West,England,Borough,Conservative,Con,PP52,4,,Robert,Buckland,Male,Yes,Yes,4106,12070,0.269456,-0.246707,1643
+E14001537,E12000009,Swindon South,,South West,England,Borough,Labour,Lab,PP53,15,,Heidi,Alexander,Female,No,Yes,4038,21676,0.483904,0.08182,1582
+E14001538,E12000005,Tamworth,,West Midlands,England,County,Workers Party of Britain,WPB,PP11382,1042,,Adam,Goodfellow,Male,No,No,,170,0.003882,,117244
+E14001538,E12000005,Tamworth,,West Midlands,England,County,UK Independence Party,UKIP,PP85,35,,Robert,Bilcliff,Male,No,No,,290,0.006623,-0.010484,10386
+E14001538,E12000005,Tamworth,,West Midlands,England,County,Liberal Democrat,LD,PP90,17,,Jed,Marson,Male,No,No,,1451,0.033137,-0.020032,66515
+E14001538,E12000005,Tamworth,,West Midlands,England,County,Green,Green,PP63,44,,Susan,Howarth,Female,No,No,,1579,0.03606,0.015549,71532
+E14001538,E12000005,Tamworth,,West Midlands,England,County,Reform UK,RUK,PP7931,1036,,Ian,Cooper,Male,No,No,,11004,0.251302,,10374
+E14001538,E12000005,Tamworth,,West Midlands,England,County,Conservative,Con,PP52,4,,Eddie,Hughes,Male,Yes,Yes,4635,13956,0.318717,-0.348482,34351
+E14001538,E12000005,Tamworth,,West Midlands,England,County,Labour,Lab,PP53,15,,Sarah,Edwards,Female,Yes,Yes,5001,15338,0.350279,0.117322,108907
+E14001539,E12000002,Tatton,,North West,England,County,Green,Green,PP63,44,,Nigel,Hennerley,Male,No,No,,2571,0.049529,0.012594,34124
+E14001539,E12000002,Tatton,,North West,England,County,Liberal Democrat,LD,PP90,17,,Jonathan,Smith,Male,No,No,,4614,0.088886,-0.072972,34119
+E14001539,E12000002,Tatton,,North West,England,County,Reform UK,RUK,PP7931,1036,,Oliver,Speakman,Male,No,No,,5948,0.114585,0.110993,117309
+E14001539,E12000002,Tatton,,North West,England,County,Labour,Lab,PP53,15,,Ryan,Jude,Male,No,No,,18820,0.362558,0.137786,84361
+E14001539,E12000002,Tatton,,North West,England,County,Conservative,Con,PP52,4,,Esther,McVey,Female,Yes,Yes,4084,19956,0.384442,-0.1884,3524
+E14001540,E12000009,Taunton and Wellington,,South West,England,County,Communist Party of Britain,Comm,PP78,76,,Rochelle,Russell,Female,No,No,,134,0.002664,,116719
+E14001540,E12000009,Taunton and Wellington,,South West,England,County,Green,Green,PP63,44,,Ryan,Trower,Male,No,No,,1832,0.036426,,116450
+E14001540,E12000009,Taunton and Wellington,,South West,England,County,Labour,Lab,PP53,15,,Brenda,Weston,Female,No,No,,3552,0.070625,-0.008343,33060
+E14001540,E12000009,Taunton and Wellington,,South West,England,County,Reform UK,RUK,PP7931,1036,,Charles,Hansard,Male,No,No,,8053,0.160119,,116449
+E14001540,E12000009,Taunton and Wellington,,South West,England,County,Conservative,Con,PP52,4,,Rebecca,Pow,Female,Yes,Yes,4522,12392,0.246391,-0.27341,4234
+E14001540,E12000009,Taunton and Wellington,,South West,England,County,Liberal Democrat,LD,PP90,17,,Gideon,Amos,Male,No,No,5250,24331,0.483775,0.12077,35085
+E14001541,E12000005,Telford,,West Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,Jo,McKenna,Female,No,No,,1560,0.038301,-0.024054,70422
+E14001541,E12000005,Telford,,West Midlands,England,Borough,Green,Green,PP63,44,,John,Adams,Male,No,No,,2120,0.05205,0.05143,72526
+E14001541,E12000005,Telford,,West Midlands,England,Borough,Conservative,Con,PP52,4,,Hannah,Campbell,Female,No,No,,8728,0.214289,-0.379439,66282
+E14001541,E12000005,Telford,,West Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Alan,Adams,Male,No,No,,10110,0.24822,,103270
+E14001541,E12000005,Telford,,West Midlands,England,Borough,Labour,Lab,PP53,15,,Shaun,Davies,Male,No,No,5041,18212,0.44714,0.103843,53018
+E14001542,E12000009,Tewkesbury,,South West,England,County,Christian Peoples Alliance Party,CPA,PP79,80,,David,Edgar,Male,No,No,,170,0.003502,,117056
+E14001542,E12000009,Tewkesbury,,South West,England,County,Green,Green,PP63,44,,Cate,Cody,Female,No,No,,2873,0.05919,0.017023,32644
+E14001542,E12000009,Tewkesbury,,South West,England,County,Labour,Lab,PP53,15,,Damola,Animashaun,Female,No,No,,4298,0.088547,-0.06831,100581
+E14001542,E12000009,Tewkesbury,,South West,England,County,Reform UK,RUK,PP7931,1036,,Byron,Davis,Male,No,No,,6000,0.123612,,70648
+E14001542,E12000009,Tewkesbury,,South West,England,County,Conservative,Con,PP52,4,,Laurence,Robertson,Male,Yes,Yes,253,14468,0.29807,-0.282921,1900
+E14001542,E12000009,Tewkesbury,,South West,England,County,Liberal Democrat,LD,PP90,17,,Cameron,Thomas,Male,No,No,5354,20730,0.427079,0.207093,115292
+E14001543,E12000005,The Wrekin,,West Midlands,England,County,Independent,Ind,,8,,Chris,Shipley,Male,No,No,,558,0.011156,,117121
+E14001543,E12000005,The Wrekin,,West Midlands,England,County,Green,Green,PP63,44,,Pat,McCarthy,Male,No,No,,3028,0.060536,0.03126,34577
+E14001543,E12000005,The Wrekin,,West Midlands,England,County,Liberal Democrat,LD,PP90,17,,Anthony,Lowe,Male,No,No,,4757,0.095102,0.014769,53134
+E14001543,E12000005,The Wrekin,,West Midlands,England,County,Reform UK,RUK,PP7931,1036,,Richard,Leppington,Male,No,No,,9920,0.198321,,32968
+E14001543,E12000005,The Wrekin,,West Midlands,England,County,Labour,Lab,PP53,15,,Roh,Yakobi,Male,No,No,,15437,0.308617,0.06533,116744
+E14001543,E12000005,The Wrekin,,West Midlands,England,County,Conservative,Con,PP52,4,,Mark,Pritchard,Male,Yes,Yes,1576,16320,0.326269,-0.320835,1616
+E14001544,E12000003,Thirsk and Malton,,Yorkshire and The Humber,England,County,The Yorkshire Party,Yrks,PP2055,262,,Luke,Brownlee,Male,No,No,,931,0.018696,,117462
+E14001544,E12000003,Thirsk and Malton,,Yorkshire and The Humber,England,County,Green,Green,PP63,44,,Richard,McLane,Male,No,No,,2986,0.059963,0.014981,84041
+E14001544,E12000003,Thirsk and Malton,,Yorkshire and The Humber,England,County,Liberal Democrat,LD,PP90,17,,Steve,Mason,Male,No,No,,5379,0.108019,-0.016546,25969
+E14001544,E12000003,Thirsk and Malton,,Yorkshire and The Humber,England,County,Reform UK,RUK,PP7931,1036,,Mark,Robinson,Male,No,No,,8963,0.179991,,116596
+E14001544,E12000003,Thirsk and Malton,,Yorkshire and The Humber,England,County,Labour,Lab,PP53,15,,Lisa,Banes,Female,No,No,,11994,0.240858,0.062939,12398
+E14001544,E12000003,Thirsk and Malton,,Yorkshire and The Humber,England,County,Conservative,Con,PP52,4,,Kevin,Hollinrake,Male,Yes,Yes,4474,19544,0.392473,-0.232531,4236
+E14001545,E12000009,Thornbury and Yate,,South West,England,County,Green,Green,PP63,44,,Alexandra,Jenner-Fust,Female,No,No,,2165,0.040568,0.038321,116452
+E14001545,E12000009,Thornbury and Yate,,South West,England,County,Labour,Lab,PP53,15,,Rob,Logan,Male,No,No,,5057,0.094759,0.007406,71692
+E14001545,E12000009,Thornbury and Yate,,South West,England,County,Reform UK,RUK,PP7931,1036,,Andrew,Banwell,Male,No,No,,7529,0.14108,,103450
+E14001545,E12000009,Thornbury and Yate,,South West,England,County,Conservative,Con,PP52,4,,Luke,Hall,Male,Yes,Yes,4450,17801,0.333558,-0.251254,4237
+E14001545,E12000009,Thornbury and Yate,,South West,England,County,Liberal Democrat,LD,PP90,17,,Claire,Young,Female,No,No,5140,20815,0.390035,0.064446,34123
+E14001546,E12000006,Thurrock,,East of England,England,Borough,Independent,Ind,,8,,Nimal,Raj,Male,No,No,,443,0.011795,,117250
+E14001546,E12000006,Thurrock,,East of England,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Yousaff,Khan,Male,No,No,,691,0.018398,,117251
+E14001546,E12000006,Thurrock,,East of England,England,Borough,Liberal Democrat,LD,PP90,17,,Michael,Bukola,Male,No,No,,1157,0.030806,-0.000522,36110
+E14001546,E12000006,Thurrock,,East of England,England,Borough,Green,Green,PP63,44,,Eugene,McCarthy,Male,No,No,,1632,0.043453,0.026797,96412
+E14001546,E12000006,Thurrock,,East of England,England,Borough,Conservative,Con,PP52,4,,Jacqueline,Doyle-Price,Female,Yes,Yes,4065,8009,0.213244,-0.385823,4098
+E14001546,E12000006,Thurrock,,East of England,England,Borough,Reform UK,RUK,PP7931,1036,,Sophie,Preston-Hall,Female,No,No,,9576,0.254966,,100634
+E14001546,E12000006,Thurrock,,East of England,England,Borough,Labour,Lab,PP53,15,,Jen,Craft,Female,No,No,5056,16050,0.427339,0.097875,60696
+E14001547,E12000005,Tipton and Wednesbury,,West Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,Mark,Rochell,Male,No,No,,592,0.018587,-0.012696,44582
+E14001547,E12000005,Tipton and Wednesbury,,West Midlands,England,Borough,Independent,Ind,,8,,Abdul,Husen,Male,No,No,,660,0.020722,,110786
+E14001547,E12000005,Tipton and Wednesbury,,West Midlands,England,Borough,Independent,Ind,,8,,Mohammed,Hussain-Billa,Male,No,No,,945,0.02967,,39684
+E14001547,E12000005,Tipton and Wednesbury,,West Midlands,England,Borough,Green,Green,PP63,44,,Mark,Redding,Male,No,No,,1509,0.047378,0.028478,6386
+E14001547,E12000005,Tipton and Wednesbury,,West Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Jack,Sabharwal,Male,No,No,,8019,0.251774,0.193292,110796
+E14001547,E12000005,Tipton and Wednesbury,,West Midlands,England,Borough,Conservative,Con,PP52,4,,Shaun,Bailey,Male,Yes,Yes,4757,8370,0.262794,-0.2443,70750
+E14001547,E12000005,Tipton and Wednesbury,,West Midlands,England,Borough,Labour,Lab,PP53,15,,Antonia,Bance,Female,No,No,5048,11755,0.369074,-0.015167,116888
+E14001548,E12000009,Tiverton and Minehead,,South West,England,County,Green,Green,PP63,44,,Laura,Buchanan,Female,No,No,,2234,0.04704,0.004479,115302
+E14001548,E12000009,Tiverton and Minehead,,South West,England,County,Labour,Lab,PP53,15,,Jonathan,Barter,Male,No,No,,4325,0.09107,-0.052016,116455
+E14001548,E12000009,Tiverton and Minehead,,South West,England,County,Reform UK,RUK,PP7931,1036,,Fred,Keen,Male,No,No,,7787,0.163968,,116453
+E14001548,E12000009,Tiverton and Minehead,,South West,England,County,Conservative,Con,PP52,4,,Ian,Liddell-Grainger,Male,Yes,Yes,1396,14819,0.312038,-0.301125,1759
+E14001548,E12000009,Tiverton and Minehead,,South West,England,County,Liberal Democrat,LD,PP90,17,,Rachel,Gilmour,Female,No,No,5252,18326,0.385884,0.190947,4997
+E14001549,E12000008,Tonbridge,,South East,England,County,Social Democratic Party,SDP,PP243,32,,Ian,Grattidge,Male,No,No,,156,0.0031,,100293
+E14001549,E12000008,Tonbridge,,South East,England,County,Independent Alliance (Kent),IAK,PP6839,1092,,Tim,Shaw,Male,No,No,,926,0.018399,,56799
+E14001549,E12000008,Tonbridge,,South East,England,County,Liberal Democrat,LD,PP90,17,,John,Woollcombe,Male,No,No,,4234,0.084128,-0.038737,116836
+E14001549,E12000008,Tonbridge,,South East,England,County,Reform UK,RUK,PP7931,1036,,Teresa,Hansford,Female,No,No,,7548,0.149976,,111237
+E14001549,E12000008,Tonbridge,,South East,England,County,Green,Green,PP63,44,,Anna,Cope,Female,No,No,,7596,0.15093,0.072179,84129
+E14001549,E12000008,Tonbridge,,South East,England,County,Labour,Lab,PP53,15,,Lewis,Bailey,Male,No,No,,9351,0.185801,0.035021,108083
+E14001549,E12000008,Tonbridge,,South East,England,County,Conservative,Con,PP52,4,,Tom,Tugendhat,Male,Yes,Yes,4462,20517,0.407666,-0.239938,4238
+E14001550,E12000007,Tooting,,London,England,Borough,Independent,Ind,,8,,Davinder,Jamus,Male,No,No,,179,0.003381,,117188
+E14001550,E12000007,Tooting,,London,England,Borough,Rejoin EU,REU,PP11423,1040,,Jas,Alduk,Male,No,No,,370,0.006989,,109397
+E14001550,E12000007,Tooting,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Tarik,Hussain,Male,No,No,,807,0.015243,,116071
+E14001550,E12000007,Tooting,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Andrew,Price,Male,No,No,,2546,0.048089,0.040188,117189
+E14001550,E12000007,Tooting,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Judith,Trounson,Female,No,No,,4438,0.083826,-0.058205,116735
+E14001550,E12000007,Tooting,,London,England,Borough,Green,Green,PP63,44,,Nick,Humberstone,Male,No,No,,5672,0.107134,0.06756,37101
+E14001550,E12000007,Tooting,,London,England,Borough,Conservative,Con,PP52,4,,Ethan,Brooks,Male,No,No,,9722,0.183631,-0.098618,44555
+E14001550,E12000007,Tooting,,London,England,Borough,Labour,Lab,PP53,15,,Rosena,Allin-Khan,Female,Yes,Yes,4573,29209,0.551707,0.02478,34186
+E14001551,E12000009,Torbay,,South West,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Paul,Moor,Male,No,No,,234,0.005074,,69043
+E14001551,E12000009,Torbay,,South West,England,Borough,Green,Green,PP63,44,,Charlie,West,Male,No,No,,1420,0.030793,0.006544,106465
+E14001551,E12000009,Torbay,,South West,England,Borough,Labour,Lab,PP53,15,,Chris,Wongsosaputro,Male,No,No,,3276,0.07104,-0.058838,116717
+E14001551,E12000009,Torbay,,South West,England,Borough,Reform UK,RUK,PP7931,1036,,Gordon,Scott,Male,No,No,,8660,0.187791,,116456
+E14001551,E12000009,Torbay,,South West,England,Borough,Conservative,Con,PP52,4,,Kevin,Foster,Male,Yes,Yes,4451,13588,0.294655,-0.296054,2830
+E14001551,E12000009,Torbay,,South West,England,Borough,Liberal Democrat,LD,PP90,17,,Steve,Darling,Male,No,No,5066,18937,0.410647,0.168196,68629
+W07000109,W92000004,Torfaen,,Wales,Wales,County,Heritage Party,HPUK,PP12550,1037,,Nikki,Brooke,Female,No,No,,137,0.003837,,117291
+W07000109,W92000004,Torfaen,,Wales,Wales,County,Independent,Ind,,8,,Lee,Dunning,Male,No,No,,881,0.024674,,117292
+W07000109,W92000004,Torfaen,,Wales,Wales,County,Liberal Democrat,LD,PP90,17,,Brendan,Roberts,Male,No,No,,1644,0.046044,-0.003482,86706
+W07000109,W92000004,Torfaen,,Wales,Wales,County,Green,Green,PP63,44,,Philip,Davies,Male,No,No,,1705,0.047752,0.025573,86843
+W07000109,W92000004,Torfaen,,Wales,Wales,County,Plaid Cymru,PC,PP77,22,,Matthew,Jones,Male,No,No,,2571,0.072007,0.036051,8447
+W07000109,W92000004,Torfaen,,Wales,Wales,County,Conservative,Con,PP52,4,,Nathan,Edmunds,Male,No,No,,5737,0.160678,-0.172388,86855
+W07000109,W92000004,Torfaen,,Wales,Wales,County,Reform UK,RUK,PP7931,1036,,Ian,Williams,Male,No,No,,7854,0.219969,0.08813,26914
+W07000109,W92000004,Torfaen,,Wales,Wales,County,Labour,Lab,PP53,15,,Nick,Thomas-Symonds,Male,Yes,Yes,4479,15176,0.425039,-0.002395,6689
+E14001552,E12000009,Torridge and Tavistock,,South West,England,County,Independent,Ind,,8,,Alan,Rayner,Male,No,No,,405,0.007969,,67759
+E14001552,E12000009,Torridge and Tavistock,,South West,England,County,Green,Green,PP63,44,,Judy,Maciejowska,Female,No,No,,2350,0.046242,0.012529,3838
+E14001552,E12000009,Torridge and Tavistock,,South West,England,County,Reform UK,RUK,PP7931,1036,,Andrew,Jackson,Male,No,No,,9152,0.180087,,116458
+E14001552,E12000009,Torridge and Tavistock,,South West,England,County,Labour,Lab,PP53,15,,Isabel,Saxby,Female,No,No,,10765,0.211826,0.033276,84050
+E14001552,E12000009,Torridge and Tavistock,,South West,England,County,Liberal Democrat,LD,PP90,17,,Phil,Hutty,Male,No,No,,12099,0.238076,0.058647,4529
+E14001552,E12000009,Torridge and Tavistock,,South West,England,County,Conservative,Con,PP52,4,,Geoffrey,Cox,Male,Yes,Yes,1508,16049,0.315801,-0.282502,552
+E14001553,E12000007,Tottenham,,London,England,Borough,Communist League Election Campaign,Comm L,PP12791,77,,Pamela,Holmes,Female,No,No,,63,0.001569,0.000651,74719
+E14001553,E12000007,Tottenham,,London,England,Borough,Christian Peoples Alliance Party,CPA,PP79,80,,Amelia,Allao,Female,No,No,,224,0.005579,,92434
+E14001553,E12000007,Tottenham,,London,England,Borough,Rejoin EU,REU,PP11423,1040,,Andrew,Miles,Male,No,No,,306,0.007622,,117504
+E14001553,E12000007,Tottenham,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Jennifer,Obaseki,Female,No,No,,659,0.016414,,116074
+E14001553,E12000007,Tottenham,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Roger,Gravett,Male,No,No,,1602,0.039902,0.027041,4937
+E14001553,E12000007,Tottenham,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Hari,Prabu,Male,No,No,,1928,0.048022,-0.002415,92456
+E14001553,E12000007,Tottenham,,London,England,Borough,Conservative,Con,PP52,4,,Attic,Rahman,Male,No,No,,2320,0.057786,-0.053237,44738
+E14001553,E12000007,Tottenham,,London,England,Borough,Independent,Ind,,8,,Nandita,Lal,Female,No,No,,2348,0.058484,,116879
+E14001553,E12000007,Tottenham,,London,England,Borough,Green,Green,PP63,44,,David,Craig,Male,No,No,,7632,0.190097,0.147118,116073
+E14001553,E12000007,Tottenham,,London,England,Borough,Labour,Lab,PP53,15,,David,Lammy,Male,Yes,Yes,206,23066,0.574524,-0.203341,4875
+E14001554,E12000009,Truro and Falmouth,,South West,England,County,Liberal,Lib,PP54,16,,Peter,White,Male,No,No,,166,0.003303,-0.004182,117600
+E14001554,E12000009,Truro and Falmouth,,South West,England,County,Independent,Ind,,8,,Peter,Lawrence,Male,No,No,,498,0.009908,,117759
+E14001554,E12000009,Truro and Falmouth,,South West,England,County,Green,Green,PP63,44,,Karen,La Borde,Female,No,No,,3470,0.069035,0.041452,26761
+E14001554,E12000009,Truro and Falmouth,,South West,England,County,Reform UK,RUK,PP7931,1036,,Steve,Rubidge,Male,No,No,,6163,0.122613,,83343
+E14001554,E12000009,Truro and Falmouth,,South West,England,County,Liberal Democrat,LD,PP90,17,,Ruth,Gripper,Female,No,No,,6552,0.130352,0.021957,36114
+E14001554,E12000009,Truro and Falmouth,,South West,England,County,Conservative,Con,PP52,4,,Cherilyn,Mackrory,Female,Yes,Yes,4758,12632,0.251313,-0.217026,27180
+E14001554,E12000009,Truro and Falmouth,,South West,England,County,Labour and Co-operative,Lab,PP53,15,PP119,Jayne,Kirkham,Female,No,No,5279,20783,0.413477,0.025949,35100
+E14001555,E12000008,Tunbridge Wells,,South East,England,County,Independent,Ind,,8,,Hassan,Kassem,Male,No,No,,609,0.011226,,116751
+E14001555,E12000008,Tunbridge Wells,,South East,England,County,Green,Green,PP63,44,,John,Hurst,Male,No,No,,2344,0.043207,,10664
+E14001555,E12000008,Tunbridge Wells,,South East,England,County,Labour,Lab,PP53,15,,Hugo,Pound,Male,No,No,,6178,0.11388,-0.034299,39546
+E14001555,E12000008,Tunbridge Wells,,South East,England,County,Reform UK,RUK,PP7931,1036,,John,Gager,Male,No,No,,6484,0.119521,,117181
+E14001555,E12000008,Tunbridge Wells,,South East,England,County,Conservative,Con,PP52,4,,Neil,Mahapatra,Male,No,No,,14974,0.276018,-0.275107,185
+E14001555,E12000008,Tunbridge Wells,,South East,England,County,Liberal Democrat,LD,PP90,17,,Mike,Martin,Male,No,No,5219,23661,0.436147,0.153,116366
+E14001556,E12000007,Twickenham,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Umair,Malik,Male,No,No,,347,0.00647,,117523
+E14001556,E12000007,Twickenham,,London,England,Borough,Green,Green,PP63,44,,Chantal,Kerr-Sheppard,Female,No,No,,3590,0.066934,,109024
+E14001556,E12000007,Twickenham,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Alex,Starling,Male,No,No,,4092,0.076293,0.06356,116075
+E14001556,E12000007,Twickenham,,London,England,Borough,Labour,Lab,PP53,15,,Tom,Bruce,Male,No,No,,6693,0.124788,0.038227,45671
+E14001556,E12000007,Twickenham,,London,England,Borough,Conservative,Con,PP52,4,,Jonathan,Hulley,Male,No,No,,8728,0.16273,-0.175596,51600
+E14001556,E12000007,Twickenham,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Munira,Wilson,Female,Yes,Yes,4776,30185,0.562785,0.000405,3162
+E14001557,E12000001,Tynemouth,,North East,England,Borough,Heritage Party,HPUK,PP12550,1037,,Adam,Thewlis,Male,No,No,,108,0.002231,,112587
+E14001557,E12000001,Tynemouth,,North East,England,Borough,Independent,Ind,,8,,Christopher,Greener,Male,No,No,,273,0.005638,,117445
+E14001557,E12000001,Tynemouth,,North East,England,Borough,Party of Women,POW,PP17545,1102,,Kelly,Oliver Dougall,Female,No,No,,286,0.005907,,117446
+E14001557,E12000001,Tynemouth,,North East,England,Borough,Independent,Ind,,8,,Mustaque,Rahman,Male,No,No,,531,0.010967,,109978
+E14001557,E12000001,Tynemouth,,North East,England,Borough,Liberal Democrat,LD,PP90,17,,John,Appleby,Male,No,No,,2709,0.05595,-0.011198,2912
+E14001557,E12000001,Tynemouth,,North East,England,Borough,Green,Green,PP63,44,,Chloe-Louise,Reilly,Female,No,No,,3592,0.074187,0.049753,111531
+E14001557,E12000001,Tynemouth,,North East,England,Borough,Reform UK,RUK,PP7931,1036,,Rosie,Elliott,Female,No,No,,7392,0.15267,0.113812,111585
+E14001557,E12000001,Tynemouth,,North East,England,Borough,Conservative,Con,PP52,4,,Lewis,Bartoli,Male,No,No,,9036,0.186625,-0.2156,40105
+E14001557,E12000001,Tynemouth,,North East,England,Borough,Labour,Lab,PP53,15,,Alan,Campbell,Male,Yes,Yes,529,24491,0.505824,0.03849,2910
+N05000017,N92000002,Upper Bann,,Northern Ireland,Northern Ireland,County,Social Democratic and Labour Party,SDLP,PP55,31,,Malachy,Quinn,Male,No,No,,1496,0.031589,-0.062098,6462
+N05000017,N92000002,Upper Bann,,Northern Ireland,Northern Ireland,County,Ulster Unionist Party,UUP,PP83,38,,Kate,Evans,Female,No,No,,3662,0.077326,-0.047303,49545
+N05000017,N92000002,Upper Bann,,Northern Ireland,Northern Ireland,County,Alliance,APNI,PP103,1,,Eóin,Tennyson,Male,No,No,,6322,0.133494,0.006884,50332
+N05000017,N92000002,Upper Bann,,Northern Ireland,Northern Ireland,County,Sinn Fein,SF,PP39,30,,Catherine,Nelson,Female,No,No,,14236,0.300604,0.053974,4679
+N05000017,N92000002,Upper Bann,,Northern Ireland,Northern Ireland,County,Democratic Unionist Party,DUP,PP70,7,,Carla,Lockhart,Female,Yes,Yes,4857,21642,0.456987,0.04936,12439
+E14001558,E12000007,Uxbridge and South Ruislip,,London,England,Borough,UK Independence Party,UKIP,PP85,35,,Geoff,Courtenay,Male,No,No,,164,0.003572,-0.002001,72366
+E14001558,E12000007,Uxbridge and South Ruislip,,London,England,Borough,Social Democratic Party,SDP,PP243,32,,Steve,Gardner,Male,No,No,,200,0.004356,,40258
+E14001558,E12000007,Uxbridge and South Ruislip,,London,England,Borough,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,Gary,Harbord,Male,No,No,,223,0.004857,,6188
+E14001558,E12000007,Uxbridge and South Ruislip,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Ian,Rex-Hawkes,Male,No,No,,1752,0.038158,-0.028223,87298
+E14001558,E12000007,Uxbridge and South Ruislip,,London,England,Borough,Green,Green,PP63,44,,Sarah,Green,Female,No,No,,4354,0.094829,0.068304,34505
+E14001558,E12000007,Uxbridge and South Ruislip,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Tim,Wheeler,Male,No,No,,6610,0.143965,,116077
+E14001558,E12000007,Uxbridge and South Ruislip,,London,England,Borough,Conservative,Con,PP52,4,,Steve,Tuckwell,Male,Yes,Yes,4994,16012,0.348739,-0.177274,48557
+E14001558,E12000007,Uxbridge and South Ruislip,,London,England,Borough,Labour,Lab,PP53,15,,Danny,Beales,Male,No,No,5339,16599,0.361524,-0.008155,42489
+W07000110,W92000004,Vale of Glamorgan,,Wales,Wales,County,Independent,Ind,,8,,Steven,Sluman,Male,No,No,,182,0.003972,,117582
+W07000110,W92000004,Vale of Glamorgan,,Wales,Wales,County,Abolish the Welsh Assembly Party,AWA,PP12653,1008,,Stuart,Field,Male,No,No,,669,0.014599,,73788
+W07000110,W92000004,Vale of Glamorgan,,Wales,Wales,County,Liberal Democrat,LD,PP90,17,,Steven,Rajam,Male,No,No,,1612,0.035177,,72927
+W07000110,W92000004,Vale of Glamorgan,,Wales,Wales,County,Green,Green,PP63,44,,Lynden,Mack,Male,No,No,,1881,0.041047,-0.018582,90631
+W07000110,W92000004,Vale of Glamorgan,,Wales,Wales,County,Plaid Cymru,PC,PP77,22,,Ian,Johnson,Male,No,No,,3245,0.070811,,2404
+W07000110,W92000004,Vale of Glamorgan,,Wales,Wales,County,Reform UK,RUK,PP7931,1036,,Toby,Rhodes-Matthews,Male,No,No,,6973,0.152163,,116501
+W07000110,W92000004,Vale of Glamorgan,,Wales,Wales,County,Conservative,Con,PP52,4,,Alun,Cairns,Male,Yes,Yes,4086,13524,0.295116,-0.195652,1923
+W07000110,W92000004,Vale of Glamorgan,,Wales,Wales,County,Labour,Lab,PP53,15,,Kanishka,Narayan,Male,No,No,5039,17740,0.387116,-0.052325,116500
+E14001559,E12000007,Vauxhall and Camberwell Green,,London,England,Borough,Social Democratic Party,SDP,PP243,32,,Andrew,McRobbie,Male,No,No,,201,0.005355,,116078
+E14001559,E12000007,Vauxhall and Camberwell Green,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Mike,King,Male,No,No,,2033,0.054161,0.038614,117682
+E14001559,E12000007,Vauxhall and Camberwell Green,,London,England,Borough,Conservative,Con,PP52,4,,Aarti,Joshi,Female,No,No,,2809,0.074835,-0.070428,95079
+E14001559,E12000007,Vauxhall and Camberwell Green,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Chris,French,Male,No,No,,4549,0.12119,-0.069335,84398
+E14001559,E12000007,Vauxhall and Camberwell Green,,London,England,Borough,Green,Green,PP63,44,,Catherine,Dawkins,Female,No,No,,6416,0.170929,0.129693,37335
+E14001559,E12000007,Vauxhall and Camberwell Green,,London,England,Borough,Labour and Co-operative,Lab,PP53,15,PP119,Florence,Eshalomi,Female,Yes,Yes,4870,21528,0.573529,-0.030971,7458
+E14001560,E12000003,Wakefield and Rothwell,,Yorkshire and The Humber,England,Borough,Social Democratic Party,SDP,PP243,32,,Nicholas,Sanders,Male,No,No,,185,0.00455,,115833
+E14001560,E12000003,Wakefield and Rothwell,,Yorkshire and The Humber,England,Borough,The Yorkshire Party,Yrks,PP2055,262,,Brent,Hawksley,Male,No,No,,606,0.014906,,62817
+E14001560,E12000003,Wakefield and Rothwell,,Yorkshire and The Humber,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Keith,Mason,Male,No,No,,705,0.017341,,115839
+E14001560,E12000003,Wakefield and Rothwell,,Yorkshire and The Humber,England,Borough,Green,Green,PP63,44,,Ash,Routh,Female,No,No,,2389,0.058761,0.04878,32060
+E14001560,E12000003,Wakefield and Rothwell,,Yorkshire and The Humber,England,Borough,Liberal Democrat,LD,PP90,17,,Stewart,Golton,Male,No,No,,3249,0.079914,-0.029287,165
+E14001560,E12000003,Wakefield and Rothwell,,Yorkshire and The Humber,England,Borough,Conservative,Con,PP52,4,,Arnold,Cravan,Male,No,No,,7322,0.180096,-0.268481,6833
+E14001560,E12000003,Wakefield and Rothwell,,Yorkshire and The Humber,England,Borough,Reform UK,RUK,PP7931,1036,,David,Dews,Male,No,No,,8427,0.207276,0.17497,5834
+E14001560,E12000003,Wakefield and Rothwell,,Yorkshire and The Humber,England,Borough,Labour and Co-operative,Lab,PP53,15,PP119,Simon,Lightwood,Male,Yes,Yes,4943,17773,0.437156,0.042069,95239
+E14001561,E12000002,Wallasey,,North West,England,Borough,Freedom Alliance,FA,PP17509,1035,,Ian,Pugh,Male,No,No,,197,0.004609,,116612
+E14001561,E12000002,Wallasey,,North West,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Philip,Bimpson,Male,No,No,,462,0.010808,,116186
+E14001561,E12000002,Wallasey,,North West,England,Borough,Liberal Democrat,LD,PP90,17,,Vicky,Downie,Female,No,No,,1843,0.043115,0.004122,44667
+E14001561,E12000002,Wallasey,,North West,England,Borough,Green,Green,PP63,44,,Jane,Turner,Female,No,No,,3905,0.091354,0.06767,97272
+E14001561,E12000002,Wallasey,,North West,England,Borough,Conservative,Con,PP52,4,,Robbie,Lammas,Male,No,No,,4987,0.116666,-0.14265,49529
+E14001561,E12000002,Wallasey,,North West,England,Borough,Reform UK,RUK,PP7931,1036,,David,Burgess-Joyce,Male,No,No,,6678,0.156225,0.114881,7711
+E14001561,E12000002,Wallasey,,North West,England,Borough,Labour,Lab,PP53,15,,Angela,Eagle,Female,Yes,Yes,491,24674,0.577224,-0.059439,2917
+E14001562,E12000005,Walsall and Bloxwich,,West Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,Patrick,Stillman,Male,No,No,,817,0.021968,-0.007355,108761
+E14001562,E12000005,Walsall and Bloxwich,,West Midlands,England,Borough,Green,Green,PP63,44,,Sadat,Hussain,Male,No,No,,2288,0.06152,0.046267,99490
+E14001562,E12000005,Walsall and Bloxwich,,West Midlands,England,Borough,Conservative,Con,PP52,4,,Shannon,Lloyd,Female,No,No,,6679,0.179586,-0.31248,117067
+E14001562,E12000005,Walsall and Bloxwich,,West Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Elaine,Williams,Female,No,No,,7293,0.196096,0.18321,82767
+E14001562,E12000005,Walsall and Bloxwich,,West Midlands,England,Borough,Independent,Ind,,8,,Aftab,Nawaz,Male,No,No,,7600,0.204351,,46797
+E14001562,E12000005,Walsall and Bloxwich,,West Midlands,England,Borough,Labour,Lab,PP53,15,,Valerie,Vaz,Female,Yes,Yes,4076,12514,0.336479,-0.10768,816
+E14001563,E12000007,Walthamstow,,London,England,Borough,Independent,Ind,,8,,Ruth,Rawlins,Female,No,No,,97,0.002124,,117277
+E14001563,E12000007,Walthamstow,,London,England,Borough,Independent,Ind,,8,,Dan,Edelstyn,Male,No,No,,288,0.006306,,117275
+E14001563,E12000007,Walthamstow,,London,England,Borough,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,Nancy,Taaffe,Female,No,No,,561,0.012284,,1599
+E14001563,E12000007,Walthamstow,,London,England,Borough,Independent,Ind,,8,,Mohammed,Ashfaq,Male,No,No,,914,0.020014,,117274
+E14001563,E12000007,Walthamstow,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Imran,Arshad,Male,No,No,,1535,0.033612,,116081
+E14001563,E12000007,Walthamstow,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Rebecca,Taylor,Female,No,No,,1736,0.038013,-0.021447,6583
+E14001563,E12000007,Walthamstow,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Martin,Lonergan,Male,No,No,,1836,0.040203,0.024314,117276
+E14001563,E12000007,Walthamstow,,London,England,Borough,Conservative,Con,PP52,4,,Sanjana,Karnani,Female,No,No,,2353,0.051524,-0.070996,91577
+E14001563,E12000007,Walthamstow,,London,England,Borough,Green,Green,PP63,44,,Rosalind,Rowlands,Female,No,No,,9176,0.200928,0.165075,114008
+E14001563,E12000007,Walthamstow,,London,England,Borough,Labour and Co-operative,Lab,PP53,15,PP119,Stella,Creasy,Female,Yes,Yes,4088,27172,0.59499,-0.166032,3774
+E14001564,E12000002,Warrington North,,North West,England,County,Independent,Ind,,8,,Maddison,Wheeldon,Female,No,No,,659,0.016458,,117414
+E14001564,E12000002,Warrington North,,North West,England,County,Green,Green,PP63,44,,Hannah,Spencer,Female,No,No,,1889,0.047177,0.020257,100456
+E14001564,E12000002,Warrington North,,North West,England,County,Liberal Democrat,LD,PP90,17,,David,Crowther,Male,No,No,,2737,0.068355,0.002721,2386
+E14001564,E12000002,Warrington North,,North West,England,County,Conservative,Con,PP52,4,,Yasmin,Al-Atroshi,Female,No,No,,6486,0.161984,-0.247375,117015
+E14001564,E12000002,Warrington North,,North West,England,County,Reform UK,RUK,PP7931,1036,,Trevor,Nicholls,Male,No,No,,9540,0.238256,0.182032,6904
+E14001564,E12000002,Warrington North,,North West,England,County,Labour,Lab,PP53,15,,Charlotte,Nichols,Female,Yes,Yes,4799,18730,0.467771,0.025907,71881
+E14001565,E12000002,Warrington South,,North West,England,County,Social Democratic Party,SDP,PP243,32,,Graeme,Kelly,Male,No,No,,110,0.002215,-0.000889,116866
+E14001565,E12000002,Warrington South,,North West,England,County,Independent,Ind,,8,,Peter,Willett,Male,No,No,,445,0.008959,,117228
+E14001565,E12000002,Warrington South,,North West,England,County,Green,Green,PP63,44,,Stephanie,Davies,Female,No,No,,2313,0.046565,0.046492,450
+E14001565,E12000002,Warrington South,,North West,England,County,Liberal Democrat,LD,PP90,17,,Graham,Gowland,Male,No,No,,3829,0.077086,-0.004479,9352
+E14001565,E12000002,Warrington South,,North West,England,County,Reform UK,RUK,PP7931,1036,,Janet,Balfe,Female,No,No,,7913,0.159305,0.132314,72112
+E14001565,E12000002,Warrington South,,North West,England,County,Conservative,Con,PP52,4,,Andy,Carter,Male,Yes,Yes,4791,11861,0.238786,-0.204747,71718
+E14001565,E12000002,Warrington South,,North West,England,County,Labour and Co-operative,Lab,PP53,15,PP119,Sarah,Hall,Female,No,No,5154,23201,0.467084,0.02235,8879
+E14001566,E12000005,Warwick and Leamington,,West Midlands,England,County,UK Independence Party,UKIP,PP85,35,,Laurie,Steele,Male,No,No,,154,0.00313,,53946
+E14001566,E12000005,Warwick and Leamington,,West Midlands,England,County,Liberal Democrat,LD,PP90,17,,Louis,Adam,Male,No,No,,3881,0.078885,-0.030159,28237
+E14001566,E12000005,Warwick and Leamington,,West Midlands,England,County,Green,Green,PP63,44,,Hema,Yellapragada,Female,No,No,,4471,0.090878,0.061821,97345
+E14001566,E12000005,Warwick and Leamington,,West Midlands,England,County,Reform UK,RUK,PP7931,1036,,Nigel,Clarke,Male,No,No,,5154,0.10476,0.09095,116549
+E14001566,E12000005,Warwick and Leamington,,West Midlands,England,County,Conservative,Con,PP52,4,,James,Uffindell,Male,No,No,,11563,0.23503,-0.175712,116548
+E14001566,E12000005,Warwick and Leamington,,West Midlands,England,County,Labour,Lab,PP53,15,,Matt,Western,Male,Yes,Yes,4617,23975,0.487317,0.054184,28219
+E14001567,E12000001,Washington and Gateshead South,,North East,England,Borough,Independent,Ind,,8,,Sharon,McLafferty,Female,No,No,,627,0.016936,,117161
+E14001567,E12000001,Washington and Gateshead South,,North East,England,Borough,Liberal Democrat,LD,PP90,17,,Ciaran,Morrissey,Male,No,No,,1602,0.043273,-0.005996,34185
+E14001567,E12000001,Washington and Gateshead South,,North East,England,Borough,Green,Green,PP63,44,,Michal,Chantkowski,Male,No,No,,1687,0.045569,0.018825,11637
+E14001567,E12000001,Washington and Gateshead South,,North East,England,Borough,Conservative,Con,PP52,4,,Shaun,Parsons,Male,No,No,,4654,0.125712,-0.211609,117162
+E14001567,E12000001,Washington and Gateshead South,,North East,England,Borough,Reform UK,RUK,PP7931,1036,,Paul,Donaghy,Male,No,No,,10769,0.290889,0.153024,73418
+E14001567,E12000001,Washington and Gateshead South,,North East,England,Borough,Labour,Lab,PP53,15,,Sharon,Hodgson,Female,Yes,Yes,1521,17682,0.477621,0.046434,3067
+E14001568,E12000006,Watford,,East of England,England,Borough,Heritage Party,HPUK,PP12550,1037,,Sarah,Knott,Female,No,No,,168,0.003779,,78586
+E14001568,E12000006,Watford,,East of England,England,Borough,Green,Green,PP63,44,,Arran,Bowen-la Grange,Male,No,No,,2428,0.054617,0.052029,116731
+E14001568,E12000006,Watford,,East of England,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Khalid,Chohan,Male,No,No,,2659,0.059813,,116774
+E14001568,E12000006,Watford,,East of England,England,Borough,Reform UK,RUK,PP7931,1036,,Gary,Ling,Male,No,No,,4930,0.110899,,105762
+E14001568,E12000006,Watford,,East of England,England,Borough,Liberal Democrat,LD,PP90,17,,Ian,Stotesbury,Male,No,No,,7577,0.170442,-0.006998,15668
+E14001568,E12000006,Watford,,East of England,England,Borough,Conservative,Con,PP52,4,,Dean,Russell,Male,Yes,Yes,4812,10985,0.247104,-0.172893,5039
+E14001568,E12000006,Watford,,East of England,England,Borough,Labour,Lab,PP53,15,,Matt,Turmaine,Male,No,No,5130,15708,0.353346,-0.039734,4459
+E14001569,E12000006,Waveney Valley,,East of England,England,County,Social Democratic Party,SDP,PP243,32,,Maya,Severyn,Female,No,No,,118,0.002405,,113695
+E14001569,E12000006,Waveney Valley,,East of England,England,County,Liberal Democrat,LD,PP90,17,,John,Shreeve,Male,No,No,,1214,0.024739,-0.066837,83055
+E14001569,E12000006,Waveney Valley,,East of England,England,County,Labour,Lab,PP53,15,,Gurpreet,Padda,Female,No,No,,4621,0.094168,-0.091753,81486
+E14001569,E12000006,Waveney Valley,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Scott,Huggins,Male,No,No,,7779,0.158522,,113693
+E14001569,E12000006,Waveney Valley,,East of England,England,County,Conservative,Con,PP52,4,,Richard,Rout,Male,No,No,,14873,0.303085,-0.318951,30964
+E14001569,E12000006,Waveney Valley,,East of England,England,County,Green,Green,PP63,44,,Adrian,Ramsay,Male,No,No,5320,20467,0.417081,0.323965,1945
+E14001570,E12000008,Weald of Kent,,South East,England,County,Liberal Democrat,LD,PP90,17,,John,Howson,Male,No,No,,3975,0.078384,-0.02268,6531
+E14001570,E12000008,Weald of Kent,,South East,England,County,Green,Green,PP63,44,,Kate,Walder,Female,No,No,,4547,0.089663,0.050893,63085
+E14001570,E12000008,Weald of Kent,,South East,England,County,Reform UK,RUK,PP7931,1036,,Daniel,Kersten,Male,No,No,,10208,0.201294,,100300
+E14001570,E12000008,Weald of Kent,,South East,England,County,Labour,Lab,PP53,15,,Lenny,Rolles,Male,No,No,,11780,0.232292,0.091734,55924
+E14001570,E12000008,Weald of Kent,,South East,England,County,Conservative,Con,PP52,4,,Katie,Lam,Female,No,No,5285,20202,0.398367,-0.321241,101819
+E14001571,E12000004,Wellingborough and Rushden,,East Midlands,England,County,Social Democratic Party,SDP,PP243,32,,Jeremy,Brittin,Male,No,No,,273,0.006207,,113466
+E14001571,E12000004,Wellingborough and Rushden,,East Midlands,England,County,Liberal Democrat,LD,PP90,17,,Christopher,Townsend,Male,No,No,,1570,0.035694,-0.031052,3044
+E14001571,E12000004,Wellingborough and Rushden,,East Midlands,England,County,Green,Green,PP63,44,,Paul,Mannion,Male,No,No,,2704,0.061476,0.034352,96024
+E14001571,E12000004,Wellingborough and Rushden,,East Midlands,England,County,Reform UK,RUK,PP7931,1036,,Ben,Habib,Male,No,No,,9456,0.214982,,70447
+E14001571,E12000004,Wellingborough and Rushden,,East Midlands,England,County,Conservative,Con,PP52,4,,David,Goss,Male,No,No,,12248,0.278459,-0.345064,34523
+E14001571,E12000004,Wellingborough and Rushden,,East Midlands,England,County,Labour,Lab,PP53,15,,Gen,Kitchen,Female,Yes,Yes,5011,17734,0.403183,0.120575,44678
+E14001572,E12000009,Wells and Mendip Hills,,South West,England,County,Independent,Ind,,8,,Craig,Clarke,Male,No,No,,190,0.003772,,117755
+E14001572,E12000009,Wells and Mendip Hills,,South West,England,County,Independent,Ind,,8,,Abi,McGuire,Female,No,No,,1849,0.03671,,91072
+E14001572,E12000009,Wells and Mendip Hills,,South West,England,County,Green,Green,PP63,44,,Peter,Welsh,Male,No,No,,2068,0.041058,0.029346,116459
+E14001572,E12000009,Wells and Mendip Hills,,South West,England,County,Labour and Co-operative,Lab,PP53,15,PP119,Joe,Joseph,Male,No,No,,3527,0.070025,-0.037628,116790
+E14001572,E12000009,Wells and Mendip Hills,,South West,England,County,Reform UK,RUK,PP7931,1036,,Helen,Hims,Female,No,No,,6611,0.131254,,6662
+E14001572,E12000009,Wells and Mendip Hills,,South West,England,County,Conservative,Con,PP52,4,,Meg,Powell-Chandler,Female,No,No,,12501,0.248193,-0.313065,34367
+E14001572,E12000009,Wells and Mendip Hills,,South West,England,County,Liberal Democrat,LD,PP90,17,,Tessa,Munt,Female,No,Yes,4089,23622,0.468988,0.161003,1699
+E14001573,E12000006,Welwyn Hatfield,,East of England,England,County,Green,Green,PP63,44,,Sarah,Butcher,Female,No,No,,2986,0.061624,0.030522,82823
+E14001573,E12000006,Welwyn Hatfield,,East of England,England,County,Liberal Democrat,LD,PP90,17,,John,Munro,Male,No,No,,3117,0.064328,-0.062765,5449
+E14001573,E12000006,Welwyn Hatfield,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Jack,Aaron,Male,No,No,,6397,0.132019,,38941
+E14001573,E12000006,Welwyn Hatfield,,East of England,England,County,Conservative,Con,PP52,4,,Grant,Shapps,Male,Yes,Yes,1582,16078,0.331813,-0.193082,2595
+E14001573,E12000006,Welwyn Hatfield,,East of England,England,County,Labour,Lab,PP53,15,,Andrew,Lewin,Male,No,No,5061,19877,0.410216,0.093305,3131
+S14000111,S92000003,West Aberdeenshire and Kincardine,,Scotland,Scotland,County,Independent,Ind,,8,,David,Neill,Male,No,No,,56,0.001144,,85538
+S14000111,S92000003,West Aberdeenshire and Kincardine,,Scotland,Scotland,County,Independent,Ind,,8,,Iris,Leask,Female,No,No,,219,0.004473,,117220
+S14000111,S92000003,West Aberdeenshire and Kincardine,,Scotland,Scotland,County,Scottish Green Party,Green,PP130,1057,,William,Linegar,Male,No,No,,1032,0.021079,,116856
+S14000111,S92000003,West Aberdeenshire and Kincardine,,Scotland,Scotland,County,Reform UK,RUK,PP7931,1036,,Brandon,Innes,Male,No,No,,3497,0.071429,,117221
+S14000111,S92000003,West Aberdeenshire and Kincardine,,Scotland,Scotland,County,Liberal Democrat,LD,PP90,17,,Michael,Turvey,Male,No,No,,6342,0.12954,0.012321,74389
+S14000111,S92000003,West Aberdeenshire and Kincardine,,Scotland,Scotland,County,Labour,Lab,PP53,15,,Kate,Blake,Female,No,No,,6397,0.130663,0.085092,85465
+S14000111,S92000003,West Aberdeenshire and Kincardine,,Scotland,Scotland,County,Scottish National Party,SNP,PP102,29,,Glen,Reynolds,Male,No,No,,13987,0.285694,-0.12501,21276
+S14000111,S92000003,West Aberdeenshire and Kincardine,,Scotland,Scotland,County,Conservative,Con,PP52,4,,Andrew,Bowie,Male,Yes,Yes,4601,17428,0.355979,-0.070528,34501
+E14001574,E12000005,West Bromwich,,West Midlands,England,Borough,UK Independence Party,UKIP,PP84,35,,Sam,Harding,Male,No,No,,133,0.003646,,39346
+E14001574,E12000005,West Bromwich,,West Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,Parmjit,Gill,Male,No,Yes,1172,1314,0.036019,0.00054,5648
+E14001574,E12000005,West Bromwich,,West Midlands,England,Borough,Independent,Ind,,8,,Mohammed,Yasin,Male,No,No,,1707,0.046791,,117805
+E14001574,E12000005,West Bromwich,,West Midlands,England,Borough,Green,Green,PP63,44,,Gita,Joshi,Female,No,No,,2036,0.05581,0.036693,96707
+E14001574,E12000005,West Bromwich,,West Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Ray,Nock,Male,No,No,,7101,0.194649,0.156874,110711
+E14001574,E12000005,West Bromwich,,West Midlands,England,Borough,Conservative,Con,PP52,4,,Will,Goodhand,Male,No,No,,7318,0.200598,-0.272612,4208
+E14001574,E12000005,West Bromwich,,West Midlands,England,Borough,Labour,Lab,PP53,15,,Sarah,Coombes,Female,No,No,5088,16872,0.462487,0.041239,115649
+E14001575,E12000009,West Dorset,,South West,England,County,Independent,Ind,,8,,Marcus,White,Male,No,No,,289,0.005494,,117579
+E14001575,E12000009,West Dorset,,South West,England,County,Independent,Ind,,8,,Oliver,Chisholm,Male,No,No,,733,0.013934,,2255
+E14001575,E12000009,West Dorset,,South West,England,County,Green,Green,PP63,44,,Kelvin,Clayton,Male,No,No,,2288,0.043494,0.00826,23741
+E14001575,E12000009,West Dorset,,South West,England,County,Labour,Lab,PP53,15,,Donna,Lumsden,Female,No,No,,3086,0.058664,-0.034983,38097
+E14001575,E12000009,West Dorset,,South West,England,County,Conservative,Con,PP52,4,,Chris,Loder,Male,Yes,Yes,4751,19210,0.365174,-0.177524,71727
+E14001575,E12000009,West Dorset,,South West,England,County,Liberal Democrat,LD,PP90,17,,Edward,Morello,Male,No,No,5326,26999,0.51324,0.184819,42151
+S14000106,S92000003,West Dunbartonshire,,Scotland,Scotland,County,Sovereignty,Svr,PP12666,1088,,Kelly,Wilson,Female,No,No,,73,0.001844,,86037
+S14000106,S92000003,West Dunbartonshire,,Scotland,Scotland,County,Scottish Family Party,SFP,PP6380,1016,,Andrew,Muir,Male,No,No,,318,0.008034,,7499
+S14000106,S92000003,West Dunbartonshire,,Scotland,Scotland,County,Liberal Democrat,LD,PP90,17,,Paul,Kennedy,Male,No,No,,839,0.021195,-0.020615,21592
+S14000106,S92000003,West Dunbartonshire,,Scotland,Scotland,County,Conservative,Con,PP52,4,,Maurice,Corry,Male,No,No,,1474,0.037237,-0.104477,6666
+S14000106,S92000003,West Dunbartonshire,,Scotland,Scotland,County,Scottish Green Party,Green,PP130,1057,,Paula,Baker,Female,No,No,,1496,0.037793,0.019194,85303
+S14000106,S92000003,West Dunbartonshire,,Scotland,Scotland,County,Reform UK,RUK,PP7931,1036,,David,Smith,Male,No,No,,2770,0.069978,,117591
+S14000106,S92000003,West Dunbartonshire,,Scotland,Scotland,County,Scottish National Party,SNP,PP102,29,,Martin,Docherty-Hughes,Male,Yes,Yes,4374,13302,0.336045,-0.160855,6056
+S14000106,S92000003,West Dunbartonshire,,Scotland,Scotland,County,Labour,Lab,PP53,15,,Douglas,McAllister,Male,No,No,5057,19312,0.487874,0.202086,21408
+E14001576,E12000007,West Ham and Beckton,,London,England,Borough,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,Lois,Austin,Female,No,No,,190,0.005227,,6169
+E14001576,E12000007,West Ham and Beckton,,London,England,Borough,Christian Peoples Alliance Party,CPA,PP79,80,,Kayode,Shedowo,Male,No,No,,460,0.012655,0.001204,7992
+E14001576,E12000007,West Ham and Beckton,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Emily,Bigland,Female,No,No,,1606,0.044184,-0.016415,117389
+E14001576,E12000007,West Ham and Beckton,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Georgie,David,Female,No,No,,2800,0.077033,0.04938,117413
+E14001576,E12000007,West Ham and Beckton,,London,England,Borough,Conservative,Con,PP52,4,,Holly,Ramsey,Female,No,No,,3781,0.104022,-0.06041,48739
+E14001576,E12000007,West Ham and Beckton,,London,England,Borough,Green,Green,PP63,44,,Rob,Callender,Male,No,No,,3897,0.107214,0.081911,84768
+E14001576,E12000007,West Ham and Beckton,,London,England,Borough,Newham Independents Party,NIP,PP17713,1100,,Sophia,Naqvi,Female,No,No,,7180,0.197535,,108970
+E14001576,E12000007,West Ham and Beckton,,London,England,Borough,Labour,Lab,PP53,15,,James,Asser,Male,No,No,5211,16434,0.452129,-0.254895,47234
+E14001577,E12000002,West Lancashire,,North West,England,County,Liberal Democrat,LD,PP90,17,,Graham,Smith,Male,No,No,,2043,0.046222,-0.002389,103959
+E14001577,E12000002,West Lancashire,,North West,England,County,Green,Green,PP63,44,,Charlotte,Houltram,Female,No,No,,3263,0.073824,0.050126,112565
+E14001577,E12000002,West Lancashire,,North West,England,County,Reform UK,RUK,PP7931,1036,,Simon,Evans,Male,No,No,,7909,0.178937,0.135738,112538
+E14001577,E12000002,West Lancashire,,North West,England,County,Conservative,Con,PP52,4,,Mike,Prendergast,Male,No,No,,8680,0.19638,-0.166721,81569
+E14001577,E12000002,West Lancashire,,North West,England,County,Labour,Lab,PP53,15,,Ashley,Dalton,Female,Yes,Yes,4981,22305,0.504638,-0.016753,34346
+E14001578,E12000006,West Suffolk,,East of England,England,County,Social Democratic Party,SDP,PP243,32,,Ivan,Kinsman,Male,No,No,,133,0.002881,,113700
+E14001578,E12000006,West Suffolk,,East of England,England,County,Independent,Ind,,8,,Luke,O'Brien,Male,No,No,,345,0.007474,,117040
+E14001578,E12000006,West Suffolk,,East of England,England,County,Independent,Ind,,8,,Katie,Parker,Female,No,No,,485,0.010507,,78699
+E14001578,E12000006,West Suffolk,,East of England,England,County,Green,Green,PP63,44,,Mark,Ereira,Male,No,No,,2910,0.06304,0.018472,3364
+E14001578,E12000006,West Suffolk,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Henry,Batchelor,Male,No,No,,4284,0.092806,0.002372,20391
+E14001578,E12000006,West Suffolk,,East of England,England,County,Reform UK,RUK,PP7931,1036,,David,Bull,Male,No,No,,9623,0.208466,,70401
+E14001578,E12000006,West Suffolk,,East of England,England,County,Labour,Lab,PP53,15,,Rebecca,Denness,Female,No,No,,12567,0.272243,0.050496,28119
+E14001578,E12000006,West Suffolk,,East of England,England,County,Conservative,Con,PP52,4,,Nick,Timothy,Male,No,No,5062,15814,0.342584,-0.300667,115974
+N05000018,N92000002,West Tyrone,,Northern Ireland,Northern Ireland,County,Conservative,Con,PP51,4,,Stephen,Lynch,Male,No,No,,91,0.002083,,107026
+N05000018,N92000002,West Tyrone,,Northern Ireland,Northern Ireland,County,Aontú,AONT,PP7968,1025,,Leza,Houston,Female,No,No,,778,0.017805,-0.005206,95768
+N05000018,N92000002,West Tyrone,,Northern Ireland,Northern Ireland,County,Alliance,APNI,PP103,1,,Stephen,Donnelly,Male,No,No,,2287,0.05234,-0.043488,6365
+N05000018,N92000002,West Tyrone,,Northern Ireland,Northern Ireland,County,Traditional Unionist Voice,TUV,PP680,158,,Stevan,Patterson,Male,No,No,,2530,0.057901,,117823
+N05000018,N92000002,West Tyrone,,Northern Ireland,Northern Ireland,County,Ulster Unionist Party,UUP,PP83,38,,Matthew,Bell,Male,No,No,,2683,0.061403,-0.00426,95741
+N05000018,N92000002,West Tyrone,,Northern Ireland,Northern Ireland,County,Social Democratic and Labour Party,SDLP,PP55,31,,Daniel,McCrossan,Male,No,No,,5821,0.133219,-0.051511,5185
+N05000018,N92000002,West Tyrone,,Northern Ireland,Northern Ireland,County,Democratic Unionist Party,DUP,PP70,7,,Tom,Buchanan,Male,No,No,,6794,0.155487,-0.061642,1871
+N05000018,N92000002,West Tyrone,,Northern Ireland,Northern Ireland,County,Sinn Fein,SF,PP39,30,,Órfhlaith,Begley,Female,Yes,Yes,4697,22711,0.519762,0.118677,36364
+E14001579,E12000005,West Worcestershire,,West Midlands,England,County,Party of Women,POW,PP17545,1102,,Seonaid,Barber,Female,No,No,,363,0.006638,,117643
+E14001579,E12000005,West Worcestershire,,West Midlands,England,County,Green,Green,PP63,44,,Natalie,McVey,Female,No,No,,5068,0.092673,0.04548,25912
+E14001579,E12000005,West Worcestershire,,West Midlands,England,County,Reform UK,RUK,PP7931,1036,,Christopher,Edmondson,Male,No,No,,7902,0.144495,,83223
+E14001579,E12000005,West Worcestershire,,West Midlands,England,County,Labour,Lab,PP53,15,,Kash,Haroon,Male,No,No,,8335,0.152413,-0.012649,38497
+E14001579,E12000005,West Worcestershire,,West Midlands,England,County,Liberal Democrat,LD,PP90,17,,Dan,Boatright-Greene,Male,No,No,,13236,0.242032,0.061083,54385
+E14001579,E12000005,West Worcestershire,,West Midlands,England,County,Conservative,Con,PP52,4,,Harriett,Baldwin,Female,Yes,Yes,4107,19783,0.36175,-0.245047,1476
+E14001580,E12000002,Westmorland and Lonsdale,,North West,England,County,Social Democratic Party,SDP,PP243,32,,Wendy,Long,Female,No,No,,57,0.001151,,116190
+E14001580,E12000002,Westmorland and Lonsdale,,North West,England,County,Heritage Party,HPUK,PP12550,1037,,Izzy,Solabarrieta,Female,No,No,,81,0.001635,,117240
+E14001580,E12000002,Westmorland and Lonsdale,,North West,England,County,Independent,Ind,,8,,John,Studholme,Male,No,No,,111,0.002241,,69536
+E14001580,E12000002,Westmorland and Lonsdale,,North West,England,County,Green,Green,PP63,44,,Phil,Clayton,Male,No,No,,1486,0.03,0.024705,92837
+E14001580,E12000002,Westmorland and Lonsdale,,North West,England,County,Labour,Lab,PP53,15,,Pippa,Smith,Female,No,No,,2306,0.046555,-0.02267,114405
+E14001580,E12000002,Westmorland and Lonsdale,,North West,England,County,Reform UK,RUK,PP7931,1036,,James,Townley,Male,No,No,,4842,0.097753,0.086664,92846
+E14001580,E12000002,Westmorland and Lonsdale,,North West,England,County,Conservative,Con,PP52,4,,Matty,Jackman,Male,No,No,,9589,0.193588,-0.308036,114402
+E14001580,E12000002,Westmorland and Lonsdale,,North West,England,County,Liberal Democrat,LD,PP90,17,,Tim,Farron,Male,Yes,Yes,1591,31061,0.627077,0.220287,1316
+E14001581,E12000009,Weston-super-Mare,,South West,England,County,Green,Green,PP63,44,,Thomas,Daw,Male,No,No,,2688,0.063411,0.033327,100588
+E14001581,E12000009,Weston-super-Mare,,South West,England,County,Liberal Democrat,LD,PP90,17,,Patrick,Keating,Male,No,No,,3756,0.088606,-0.028721,53277
+E14001581,E12000009,Weston-super-Mare,,South West,England,County,Reform UK,RUK,PP7931,1036,,Richard,Pearse,Male,No,No,,7735,0.182472,,117278
+E14001581,E12000009,Weston-super-Mare,,South West,England,County,Conservative,Con,PP52,4,,John,Penrose,Male,Yes,Yes,1584,11901,0.28075,-0.290622,1329
+E14001581,E12000009,Weston-super-Mare,,South West,England,County,Labour,Lab,PP53,15,,Daniel,Aldridge,Male,No,No,5172,16310,0.384761,0.103543,116460
+E14001582,E12000003,Wetherby and Easingwold,,Yorkshire and The Humber,England,County,The Yorkshire Party,Yrks,PP2055,262,,John,Hall,Male,No,No,,743,0.014218,,36617
+E14001582,E12000003,Wetherby and Easingwold,,Yorkshire and The Humber,England,County,Liberal Democrat,LD,PP90,17,,James,Monaghan,Male,No,No,,3351,0.064123,-0.015017,2428
+E14001582,E12000003,Wetherby and Easingwold,,Yorkshire and The Humber,England,County,Green,Green,PP63,44,,Arnold,Warneken,Male,No,No,,4529,0.086664,0.047379,45198
+E14001582,E12000003,Wetherby and Easingwold,,Yorkshire and The Humber,England,County,Reform UK,RUK,PP7931,1036,,Mike,Jordan,Male,No,No,,7288,0.139459,,30581
+E14001582,E12000003,Wetherby and Easingwold,,Yorkshire and The Humber,England,County,Labour,Lab,PP53,15,,Ben,Pickles,Male,No,No,,15751,0.301403,0.118911,13630
+E14001582,E12000003,Wetherby and Easingwold,,Yorkshire and The Humber,England,County,Conservative,Con,PP52,4,,Alec,Shelbrooke,Male,Yes,Yes,3997,20597,0.394133,-0.287724,4036
+E14001583,E12000002,Whitehaven and Workington,,North West,England,County,Liberal Democrat,LD,PP90,17,,Chris,Wills,Male,No,No,,1118,0.026721,-0.012838,77054
+E14001583,E12000002,Whitehaven and Workington,,North West,England,County,Green,Green,PP63,44,,Jill,Perry,Female,No,No,,1207,0.028848,0.016512,4641
+E14001583,E12000002,Whitehaven and Workington,,North West,England,County,Conservative,Con,PP52,4,,Andrew,Johnson,Male,No,No,,8455,0.202079,-0.282111,51628
+E14001583,E12000002,Whitehaven and Workington,,North West,England,County,Reform UK,RUK,PP7931,1036,,David,Surtees,Male,No,No,,8887,0.212404,0.197233,89867
+E14001583,E12000002,Whitehaven and Workington,,North West,England,County,Labour,Lab,PP53,15,,Josh,MacAlister,Male,No,No,5033,22173,0.529947,0.089185,114408
+E14001584,E12000002,Widnes and Halewood,,North West,England,County,Workers Party of Britain,WPB,PP11382,1042,,Michael,Murphy,Male,No,No,,415,0.010888,,117084
+E14001584,E12000002,Widnes and Halewood,,North West,England,County,Liberal Democrat,LD,PP90,17,,David,Coveney,Male,No,No,,1593,0.041793,0.014002,49135
+E14001584,E12000002,Widnes and Halewood,,North West,England,County,Green,Green,PP63,44,,Nancy,Mills,Female,No,No,,2058,0.053993,0.030587,106782
+E14001584,E12000002,Widnes and Halewood,,North West,England,County,Conservative,Con,PP52,4,,Sean,Houlston,Male,No,No,,3507,0.092009,-0.116193,53169
+E14001584,E12000002,Widnes and Halewood,,North West,England,County,Reform UK,RUK,PP7931,1036,,Jake,Fraser,Male,No,No,,7059,0.185198,0.109111,72116
+E14001584,E12000002,Widnes and Halewood,,North West,England,County,Labour,Lab,PP53,15,,Derek,Twigg,Male,Yes,Yes,429,23484,0.616119,-0.048394,1495
+E14001585,E12000002,Wigan,,North West,England,County,Independent,Ind,,8,,The,Zok,Male,No,No,,87,0.002127,,111176
+E14001585,E12000002,Wigan,,North West,England,County,Independent,Ind,,8,,Jan,Cunliffe,Female,No,No,,406,0.009927,,116750
+E14001585,E12000002,Wigan,,North West,England,County,Green,Green,PP63,44,,Jane,Leicester,Female,No,No,,1629,0.03983,0.01099,13747
+E14001585,E12000002,Wigan,,North West,England,County,Liberal Democrat,LD,PP90,17,,Brian,Crombie-Fisher,Male,No,No,,1692,0.04137,-0.012535,75151
+E14001585,E12000002,Wigan,,North West,England,County,Independent,Ind,,8,,Maureen,O'Bern,Female,No,No,,3522,0.086115,,71968
+E14001585,E12000002,Wigan,,North West,England,County,Conservative,Con,PP52,4,,Henry,Mitson,Male,No,No,,4310,0.105382,-0.212411,28028
+E14001585,E12000002,Wigan,,North West,England,County,Reform UK,RUK,PP7931,1036,,Andy,Dawber,Male,No,No,,9852,0.240886,0.108587,98179
+E14001585,E12000002,Wigan,,North West,England,County,Labour,Lab,PP53,15,,Lisa,Nandy,Female,Yes,Yes,4082,19401,0.474364,0.0072,2241
+E14001586,E12000007,Wimbledon,,London,England,Borough,Heritage Party,HPUK,PP12550,1037,,Michael,Watson,Male,No,No,,69,0.001255,,109377
+E14001586,E12000007,Wimbledon,,London,England,Borough,Independent,Ind,,8,,Amy,Lynch,Female,No,No,,80,0.001455,,117408
+E14001586,E12000007,Wimbledon,,London,England,Borough,Independent,Ind,,8,,Sarah,Barber,Female,No,No,,129,0.002346,,117407
+E14001586,E12000007,Wimbledon,,London,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Aaron,Mafi,Male,No,No,,341,0.006202,,116089
+E14001586,E12000007,Wimbledon,,London,England,Borough,Green,Green,PP63,44,,Rachel,Brooks,Female,No,No,,2442,0.044412,0.041986,48176
+E14001586,E12000007,Wimbledon,,London,England,Borough,Reform UK,RUK,PP7931,1036,,Ben,Cronin,Male,No,No,,3221,0.05858,0.056136,116088
+E14001586,E12000007,Wimbledon,,London,England,Borough,Labour,Lab,PP53,15,,Eleanor,Stringer,Female,No,No,,11733,0.213385,0.005304,44937
+E14001586,E12000007,Wimbledon,,London,England,Borough,Conservative,Con,PP52,4,,Danielle,Dunfield-Prayero,Female,No,No,,12180,0.221515,-0.176168,114024
+E14001586,E12000007,Wimbledon,,London,England,Borough,Liberal Democrat,LD,PP90,17,,Paul,Kohler,Male,No,No,5321,24790,0.45085,0.06792,46264
+E14001587,E12000008,Winchester,,South East,England,County,Hampshire Independents,HI,PP10327,1106,,Andy,Liming,Male,No,No,,44,0.000771,,87001
+E14001587,E12000008,Winchester,,South East,England,County,Independent,Ind,,8,,Kevin,D'Cruze,Male,No,No,,127,0.002225,,117475
+E14001587,E12000008,Winchester,,South East,England,County,Independent,Ind,,8,,Chris,Barfoot,Male,No,No,,142,0.002488,,117474
+E14001587,E12000008,Winchester,,South East,England,County,Social Democratic Party,SDP,PP243,32,,Andrew,Davis,Male,No,No,,146,0.002558,,116367
+E14001587,E12000008,Winchester,,South East,England,County,Green,Green,PP63,44,,Lorraine,Estelle,Female,No,No,,2740,0.048006,0.038837,107851
+E14001587,E12000008,Winchester,,South East,England,County,Labour,Lab,PP53,15,,Hannah,Dawson,Female,No,No,,3023,0.052964,0.005414,108156
+E14001587,E12000008,Winchester,,South East,England,County,Reform UK,RUK,PP7931,1036,,Sean,Whelan,Male,No,No,,4797,0.084046,,110548
+E14001587,E12000008,Winchester,,South East,England,County,Conservative,Con,PP52,4,,Flick,Drummond,Female,Yes,Yes,4459,16118,0.282395,-0.257762,1730
+E14001587,E12000008,Winchester,,South East,England,County,Liberal Democrat,LD,PP90,17,,Danny,Chambers,Male,No,No,5304,29939,0.524546,0.125992,71552
+E14001588,E12000008,Windsor,,South East,England,County,Workers Party of Britain,WPB,PP11382,1042,,Simran,Dhillon,Female,No,No,,621,0.013725,,117709
+E14001588,E12000008,Windsor,,South East,England,County,Independent,Ind,,8,,David,Buckley,Male,No,No,,1629,0.036003,,51697
+E14001588,E12000008,Windsor,,South East,England,County,Green,Green,PP63,44,,Michael,Boyle,Male,No,No,,2288,0.050568,0.016009,24102
+E14001588,E12000008,Windsor,,South East,England,County,Reform UK,RUK,PP7931,1036,,Harl,Grewal,Male,No,No,,4660,0.102993,0.099955,117710
+E14001588,E12000008,Windsor,,South East,England,County,Liberal Democrat,LD,PP90,17,,Julian,Tisi,Male,No,No,,9539,0.210825,0.022122,618
+E14001588,E12000008,Windsor,,South East,England,County,Labour,Lab,PP53,15,,Pavitar,Mann,Female,No,No,,10026,0.221589,0.02593,50927
+E14001588,E12000008,Windsor,,South East,England,County,Conservative,Con,PP52,4,,Jack,Rankin,Male,No,No,5340,16483,0.364297,-0.196075,34489
+E14001589,E12000002,Wirral West,,North West,England,County,Liberal Democrat,LD,PP90,17,,Peter,Reisdorf,Male,No,No,,3055,0.06116,0.003993,413
+E14001589,E12000002,Wirral West,,North West,England,County,Green,Green,PP63,44,,Gail,Jenkinson,Female,No,No,,4160,0.083282,0.058017,73169
+E14001589,E12000002,Wirral West,,North West,England,County,Reform UK,RUK,PP7931,1036,,Ken,Ferguson,Male,No,No,,6422,0.128566,0.106352,76692
+E14001589,E12000002,Wirral West,,North West,England,County,Conservative,Con,PP52,4,,Jenny,Johnson,Female,No,No,,13158,0.263418,-0.1802,49821
+E14001589,E12000002,Wirral West,,North West,England,County,Labour,Lab,PP53,15,,Matthew,Patrick,Male,No,No,5162,23156,0.463574,0.011838,12738
+E14001590,E12000006,Witham,,East of England,England,County,Independent,Ind,,8,,Chelsey,Jay,Female,No,No,,1246,0.024623,,116737
+E14001590,E12000006,Witham,,East of England,England,County,Liberal Democrat,LD,PP90,17,,Ashley,Thompson,Male,No,No,,3439,0.06796,-0.032107,8960
+E14001590,E12000006,Witham,,East of England,England,County,Green,Green,PP63,44,,James,Abbott,Male,No,No,,3539,0.069937,0.012245,33431
+E14001590,E12000006,Witham,,East of England,England,County,Reform UK,RUK,PP7931,1036,,Timothy,Blaxill,Male,No,No,,9870,0.195048,,105577
+E14001590,E12000006,Witham,,East of England,England,County,Labour,Lab,PP53,15,,Rumi,Chowdhury,Female,No,No,,13682,0.270379,0.095578,107788
+E14001590,E12000006,Witham,,East of England,England,County,Conservative,Con,PP52,4,,Priti,Patel,Female,Yes,Yes,4066,18827,0.372053,-0.295388,1326
+E14001591,E12000008,Witney,,South East,England,County,Heritage Party,HPUK,PP12550,1037,,David,Cox,Male,No,No,,168,0.003321,,87391
+E14001591,E12000008,Witney,,South East,England,County,Independent,Ind,,8,,Barry,Ingleton,Male,No,No,,350,0.006919,,116778
+E14001591,E12000008,Witney,,South East,England,County,Green,Green,PP63,44,,Andrew,Prosser,Male,No,No,,1661,0.032836,,51778
+E14001591,E12000008,Witney,,South East,England,County,Labour,Lab,PP53,15,,Antonio,Weiss,Male,No,No,,4773,0.094358,-0.059617,48043
+E14001591,E12000008,Witney,,South East,England,County,Reform UK,RUK,PP7931,1036,,Richard,Langridge,Male,No,No,,6307,0.124684,0.1245,51776
+E14001591,E12000008,Witney,,South East,England,County,Conservative,Con,PP52,4,,Robert,Courts,Male,Yes,Yes,4589,16493,0.326052,-0.254529,34132
+E14001591,E12000008,Witney,,South East,England,County,Liberal Democrat,LD,PP90,17,,Charles,Maynard,Male,No,No,5325,20832,0.41183,0.152181,87377
+E14001592,E12000008,Woking,,South East,England,Borough,Heritage Party,HPUK,PP12550,1037,,Tim,Read,Male,No,No,,168,0.003489,,13625
+E14001592,E12000008,Woking,,South East,England,Borough,Green,Green,PP63,44,,Nataly,Anderson,Female,No,No,,1853,0.038488,0.010791,116369
+E14001592,E12000008,Woking,,South East,England,Borough,Labour,Lab,PP53,15,,Ese,Erheriene,Female,No,No,,4444,0.092304,-0.074986,92284
+E14001592,E12000008,Woking,,South East,England,Borough,Reform UK,RUK,PP7931,1036,,Richard,Barker,Male,No,No,,4888,0.101527,,116368
+E14001592,E12000008,Woking,,South East,England,Borough,Conservative,Con,PP52,4,,Jonathan,Lord,Male,Yes,Yes,4090,12773,0.265303,-0.217273,2546
+E14001592,E12000008,Woking,,South East,England,Borough,Liberal Democrat,LD,PP90,17,,Will,Forster,Male,No,No,5322,24019,0.498889,0.188339,13560
+E14001593,E12000008,Wokingham,,South East,England,County,Green,Green,PP63,44,,Merv,Boniface,Male,No,No,,1953,0.036167,0.014154,19401
+E14001593,E12000008,Wokingham,,South East,England,County,Labour,Lab,PP53,15,,Monica,Hamidi,Female,No,No,,3631,0.067242,-0.031337,87290
+E14001593,E12000008,Wokingham,,South East,England,County,Reform UK,RUK,PP7931,1036,,Colin,Wright,Male,No,No,,5274,0.097668,,116370
+E14001593,E12000008,Wokingham,,South East,England,County,Conservative,Con,PP52,4,,Lucy,Demery,Female,No,No,,17398,0.322191,-0.23267,116985
+E14001593,E12000008,Wokingham,,South East,England,County,Liberal Democrat,LD,PP90,17,,Clive,Jones,Male,No,No,5207,25743,0.476731,0.153638,4543
+E14001594,E12000005,Wolverhampton North East,,West Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,Peter,Thornton,Male,No,No,,1002,0.0301,-0.005589,727
+E14001594,E12000005,Wolverhampton North East,,West Midlands,England,Borough,Green,Green,PP63,44,,Kwaku,Tano-Yeboah,Male,No,No,,1424,0.042777,0.024452,89509
+E14001594,E12000005,Wolverhampton North East,,West Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Paul,Williams,Male,No,No,,7721,0.231938,0.201456,116554
+E14001594,E12000005,Wolverhampton North East,,West Midlands,England,Borough,Conservative,Con,PP52,4,,Jane,Stevenson,Female,Yes,Yes,4750,8860,0.266154,-0.290766,39909
+E14001594,E12000005,Wolverhampton North East,,West Midlands,England,Borough,Labour,Lab,PP53,15,,Sureena,Brackenridge,Female,No,No,5152,14282,0.429031,0.070447,115657
+E14001595,E12000005,Wolverhampton South East,,West Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,Bart,Ricketts,Male,No,No,,758,0.022707,-0.015408,6542
+E14001595,E12000005,Wolverhampton South East,,West Midlands,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Athar,Warraich,Male,No,No,,915,0.02741,,116665
+E14001595,E12000005,Wolverhampton South East,,West Midlands,England,Borough,Green,Green,PP63,44,,Paul,Darke,Male,No,No,,1643,0.049218,0.032267,61490
+E14001595,E12000005,Wolverhampton South East,,West Midlands,England,Borough,Conservative,Con,PP52,4,,Victoria,Wilson,Female,No,No,,5654,0.169373,-0.242457,33654
+E14001595,E12000005,Wolverhampton South East,,West Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Carl,Hardwick,Male,No,No,,7612,0.228027,0.168828,117200
+E14001595,E12000005,Wolverhampton South East,,West Midlands,England,Borough,Labour,Lab,PP53,15,,Pat,McFadden,Male,Yes,Yes,1587,16800,0.503265,0.029359,2796
+E14001596,E12000005,Wolverhampton West,,West Midlands,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,Vikas,Chopra,Male,No,No,,576,0.013194,,110996
+E14001596,E12000005,Wolverhampton West,,West Midlands,England,Borough,Independent,Ind,,8,,Zahid,Shah,Male,No,No,,888,0.02034,,39849
+E14001596,E12000005,Wolverhampton West,,West Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,Phillip,Howells,Male,No,No,,1376,0.031518,-0.012103,60650
+E14001596,E12000005,Wolverhampton West,,West Midlands,England,Borough,Independent Network,INet,PP1951,1028,,Celia,Hibbert,Female,No,No,,1395,0.031954,,39871
+E14001596,E12000005,Wolverhampton West,,West Midlands,England,Borough,Green,Green,PP63,44,,Andrea,Cantrill,Female,No,No,,2550,0.05841,0.055976,6947
+E14001596,E12000005,Wolverhampton West,,West Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Don,Brookes,Male,No,No,,6078,0.139222,0.114408,116556
+E14001596,E12000005,Wolverhampton West,,West Midlands,England,Borough,Conservative,Con,PP52,4,,Mike,Newton,Male,No,No,,11463,0.26257,-0.211163,116557
+E14001596,E12000005,Wolverhampton West,,West Midlands,England,Borough,Labour,Lab,PP53,15,,Warinder,Juss,Male,No,No,5230,19331,0.442793,-0.012604,115662
+E14001597,E12000005,Worcester,,West Midlands,England,Borough,Social Democratic Party,SDP,PP243,32,,Duncan,Murray,Male,No,No,,130,0.002824,,116988
+E14001597,E12000005,Worcester,,West Midlands,England,Borough,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,Mark,Davies,Male,No,No,,280,0.006082,,12798
+E14001597,E12000005,Worcester,,West Midlands,England,Borough,Liberal Democrat,LD,PP90,17,,Mel,Allcott,Female,No,No,,3986,0.086584,0.014558,12775
+E14001597,E12000005,Worcester,,West Midlands,England,Borough,Green,Green,PP63,44,,Tor,Pingree,Female,No,No,,4789,0.104027,0.070745,77686
+E14001597,E12000005,Worcester,,West Midlands,England,Borough,Reform UK,RUK,PP7931,1036,,Andy,Peplow,Male,No,No,,6723,0.146038,,117515
+E14001597,E12000005,Worcester,,West Midlands,England,Borough,Conservative,Con,PP52,4,,Marc,Bayliss,Male,No,No,,11506,0.249935,-0.258062,53120
+E14001597,E12000005,Worcester,,West Midlands,England,Borough,Labour,Lab,PP53,15,,Tom,Collins,Male,No,No,5087,18622,0.40451,0.029288,40346
+E14001598,E12000002,Worsley and Eccles,,North West,England,County,Trade Unionist and Socialist Coalition,TUSC,PP804,157,,Sally,Griffiths,Female,No,No,,241,0.005665,,14815
+E14001598,E12000002,Worsley and Eccles,,North West,England,County,Independent,Ind,,8,,Danny,Moloney,Male,No,No,,448,0.010531,,117642
+E14001598,E12000002,Worsley and Eccles,,North West,England,County,Workers Party of Britain,WPB,PP11382,1042,,Nas,Barghouti,Male,No,No,,466,0.010954,,114419
+E14001598,E12000002,Worsley and Eccles,,North West,England,County,Liberal Democrat,LD,PP90,17,,Jemma,De Vincenzo,Female,No,No,,1851,0.043509,-0.009091,58528
+E14001598,E12000002,Worsley and Eccles,,North West,England,County,Green,Green,PP63,44,,David,Jones,Male,No,No,,3283,0.077169,0.051747,5750
+E14001598,E12000002,Worsley and Eccles,,North West,England,County,Conservative,Con,PP52,4,,Bradley,Mitchell,Male,No,No,,6791,0.159627,-0.225681,81864
+E14001598,E12000002,Worsley and Eccles,,North West,England,County,Reform UK,RUK,PP7931,1036,,Craig,Birtwistle,Male,No,No,,9186,0.215923,0.144479,106478
+E14001598,E12000002,Worsley and Eccles,,North West,England,County,Labour,Lab,PP53,15,,Michael,Wheeler,Male,No,No,5242,20277,0.476624,0.011398,41339
+E14001599,E12000008,Worthing West,,South East,England,County,Independent,Ind,,8,,Kathryn,Attwood,Female,No,No,,364,0.007138,,117575
+E14001599,E12000008,Worthing West,,South East,England,County,Liberal Democrat,LD,PP90,17,,Morag,Chugg,Female,No,No,,2708,0.053101,-0.046081,116371
+E14001599,E12000008,Worthing West,,South East,England,County,Green,Green,PP63,44,,Sonya,Mallin,Female,No,No,,3274,0.0642,0.027975,78620
+E14001599,E12000008,Worthing West,,South East,England,County,Reform UK,RUK,PP7931,1036,,Edmund,Rooke,Male,No,No,,7562,0.148283,,101894
+E14001599,E12000008,Worthing West,,South East,England,County,Conservative,Con,PP52,4,,Peter,Bottomley,Male,Yes,Yes,117,16570,0.324921,-0.235068,1642
+E14001599,E12000008,Worthing West,,South East,England,County,Labour,Lab,PP53,15,,Beccy,Cooper,Female,No,No,5307,20519,0.402357,0.107056,31906
+W07000111,W92000004,Wrexham,,Wales,Wales,County,Abolish the Welsh Assembly Party,AWA,PP12653,1008,,Paul,Ashton,Male,No,No,,480,0.011889,,77259
+W07000111,W92000004,Wrexham,,Wales,Wales,County,Green,Green,PP63,44,,Tim,Morgan,Male,No,No,,1339,0.033166,0.023722,116502
+W07000111,W92000004,Wrexham,,Wales,Wales,County,Liberal Democrat,LD,PP90,17,,Timothy,Sly,Male,No,No,,1777,0.044015,0.001297,71950
+W07000111,W92000004,Wrexham,,Wales,Wales,County,Plaid Cymru,PC,PP77,22,,Becca,Martin,Female,No,No,,4138,0.102494,0.03968,73522
+W07000111,W92000004,Wrexham,,Wales,Wales,County,Reform UK,RUK,PP7931,1036,,Charles,Dodman,Male,No,No,,6915,0.171278,0.133547,1114
+W07000111,W92000004,Wrexham,,Wales,Wales,County,Conservative,Con,PP52,4,,Sarah,Atherton,Female,Yes,Yes,4855,9888,0.244916,-0.220525,29813
+W07000111,W92000004,Wrexham,,Wales,Wales,County,Labour,Lab,PP53,15,,Andrew,Ranger,Male,No,No,5046,15836,0.392242,0.010391,94667
+E14001600,E12000008,Wycombe,,South East,England,County,Independent,Ind,,8,,Mark,Smallwood,Male,No,No,,214,0.004794,,117796
+E14001600,E12000008,Wycombe,,South East,England,County,Climate Party,Cli,PP12958,1053,,Ed,Gemmell,Male,No,No,,489,0.010955,,72424
+E14001600,E12000008,Wycombe,,South East,England,County,Independent,Ind,,8,,Ajaz,Rehman,Male,No,No,,1913,0.042857,,72992
+E14001600,E12000008,Wycombe,,South East,England,County,Green,Green,PP63,44,,Catherine,Bunting,Female,No,No,,2193,0.04913,0.023347,79799
+E14001600,E12000008,Wycombe,,South East,England,County,Workers Party of Britain,WPB,PP11382,1042,,Khalil,Ahmed,Male,No,No,,3344,0.074915,,71743
+E14001600,E12000008,Wycombe,,South East,England,County,Liberal Democrat,LD,PP90,17,,Toni,Brodelle,Female,No,No,,4236,0.094899,-0.01834,71744
+E14001600,E12000008,Wycombe,,South East,England,County,Reform UK,RUK,PP7931,1036,,Richard,Phoenix,Male,No,No,,4769,0.10684,,27283
+E14001600,E12000008,Wycombe,,South East,England,County,Conservative,Con,PP52,4,,Steve,Baker,Male,Yes,Yes,4064,11444,0.256379,-0.174675,1481
+E14001600,E12000008,Wycombe,,South East,England,County,Labour,Lab,PP53,15,,Emma,Reynolds,Female,No,Yes,4077,16035,0.359231,-0.039963,2148
+E14001601,E12000005,Wyre Forest,,West Midlands,England,County,Independent,Ind,,8,,Nigel,Geary,Male,No,No,,523,0.011582,,96900
+E14001601,E12000005,Wyre Forest,,West Midlands,England,County,Independent,Ind,,8,,Leigh,Whitehouse,Male,No,No,,1535,0.033992,,62831
+E14001601,E12000005,Wyre Forest,,West Midlands,England,County,Green,Green,PP63,44,,John,Davis,Male,No,No,,2443,0.054099,0.015077,14816
+E14001601,E12000005,Wyre Forest,,West Midlands,England,County,Liberal Democrat,LD,PP90,17,,Shazu,Miah,Male,No,No,,2809,0.062204,-0.018511,15076
+E14001601,E12000005,Wyre Forest,,West Midlands,England,County,Reform UK,RUK,PP7931,1036,,Bill,Hopkins,Male,No,No,,9682,0.214403,,14818
+E14001601,E12000005,Wyre Forest,,West Midlands,England,County,Labour,Lab,PP53,15,,Vicki,Smith,Female,No,No,,13677,0.30287,0.074492,81878
+E14001601,E12000005,Wyre Forest,,West Midlands,England,County,Conservative,Con,PP52,4,,Mark,Garnier,Male,Yes,Yes,4074,14489,0.320851,-0.331035,1207
+E14001602,E12000002,Wythenshawe and Sale East,,North West,England,Borough,Social Democratic Party,SDP,PP243,32,,Hilary,Salt,Female,No,No,,326,0.008331,,116200
+E14001602,E12000002,Wythenshawe and Sale East,,North West,England,Borough,Workers Party of Britain,WPB,PP11382,1042,,John,Barstow,Male,No,No,,714,0.018246,,116199
+E14001602,E12000002,Wythenshawe and Sale East,,North West,England,Borough,Liberal Democrat,LD,PP90,17,,Simon,Lepori,Male,No,No,,1985,0.050726,-0.01878,13723
+E14001602,E12000002,Wythenshawe and Sale East,,North West,England,Borough,Green,Green,PP63,44,,Melanie,Earp,Female,No,No,,4133,0.105617,0.070786,43728
+E14001602,E12000002,Wythenshawe and Sale East,,North West,England,Borough,Conservative,Con,PP52,4,,Sarah,Beament,Female,No,No,,5392,0.13779,-0.162909,117064
+E14001602,E12000002,Wythenshawe and Sale East,,North West,England,Borough,Reform UK,RUK,PP7931,1036,,Julie,Fousert,Female,No,No,,5986,0.152969,0.092266,72091
+E14001602,E12000002,Wythenshawe and Sale East,,North West,England,Borough,Labour,Lab,PP53,15,,Mike,Kane,Male,Yes,Yes,4316,20596,0.526321,-0.006644,5544
+E14001603,E12000009,Yeovil,,South West,England,County,Independent,Ind,,8,,Steve,Ashton,Male,No,No,,608,0.01242,,52294
+E14001603,E12000009,Yeovil,,South West,England,County,Green,Green,PP63,44,,Serena,Wootton,Female,No,No,,2403,0.049089,0.021044,92410
+E14001603,E12000009,Yeovil,,South West,England,County,Labour,Lab,PP53,15,,Rebecca,Montacute,Female,No,No,,3002,0.061325,-0.00184,116747
+E14001603,E12000009,Yeovil,,South West,England,County,Reform UK,RUK,PP7931,1036,,Laura,Bailhache,Female,No,No,,7677,0.156827,,5862
+E14001603,E12000009,Yeovil,,South West,England,County,Conservative,Con,PP52,4,,Marcus,Fysh,Male,Yes,Yes,4446,11497,0.234863,-0.346666,4251
+E14001603,E12000009,Yeovil,,South West,England,County,Liberal Democrat,LD,PP90,17,,Adam,Dance,Male,No,No,5191,23765,0.485476,0.17438,20339
+W07000112,W92000004,Ynys Môn,,Wales,Wales,County,Libertarian Party,LPUK,PP684,1003,,Sam,Wood,Male,No,No,,44,0.001349,,93497
+W07000112,W92000004,Ynys Môn,,Wales,Wales,County,Monster Raving Loony Party,MRLP,PP66,119,,Sir Grumpus L,Shorticus,Male,No,No,,156,0.004781,,117464
+W07000112,W92000004,Ynys Môn,,Wales,Wales,County,Liberal Democrat,LD,PP90,17,,Leena,Farhat,Female,No,No,,439,0.013455,,73133
+W07000112,W92000004,Ynys Môn,,Wales,Wales,County,Green,Green,PP63,44,,Martin,Schwaller,Male,No,No,,604,0.018512,,116504
+W07000112,W92000004,Ynys Môn,,Wales,Wales,County,Reform UK,RUK,PP7931,1036,,Emmett,Jenner,Male,No,No,,3223,0.09878,0.03903,703
+W07000112,W92000004,Ynys Môn,,Wales,Wales,County,Labour,Lab,PP53,15,,Ieuan,Williams,Male,No,No,,7619,0.233511,-0.067184,17372
+W07000112,W92000004,Ynys Môn,,Wales,Wales,County,Conservative,Con,PP52,4,,Virginia,Crosbie,Female,Yes,Yes,4859,9953,0.305045,-0.049491,34587
+W07000112,W92000004,Ynys Môn,,Wales,Wales,County,Plaid Cymru,PC,PP77,22,,Llinos,Medi,Female,No,No,5085,10590,0.324568,0.039549,16912
+E14001604,E12000003,York Central,,Yorkshire and The Humber,England,Borough,Independent,Ind,,8,,Leo,Mayne,Male,No,No,,84,0.001939,,117803
+E14001604,E12000003,York Central,,Yorkshire and The Humber,England,Borough,Independent,Ind,,8,,Ruairi,Kendall,Female,No,No,,98,0.002262,,117800
+E14001604,E12000003,York Central,,Yorkshire and The Humber,England,Borough,Independent,Ind,,8,,Roger,James,Male,No,No,,131,0.003024,,117799
+E14001604,E12000003,York Central,,Yorkshire and The Humber,England,Borough,Independent,Ind,,8,,Alisdair,Lord,Male,No,No,,133,0.00307,,117801
+E14001604,E12000003,York Central,,Yorkshire and The Humber,England,Borough,Liberal Democrat,LD,PP90,17,,Alan,Page,Male,No,No,,3051,0.070424,-0.007796,116606
+E14001604,E12000003,York Central,,Yorkshire and The Humber,England,Borough,Reform UK,RUK,PP7931,1036,,Cliff,Bond,Male,No,No,,4721,0.108972,0.084702,117798
+E14001604,E12000003,York Central,,Yorkshire and The Humber,England,Borough,Green,Green,PP63,44,,Lars,Kramm,Male,No,No,,5185,0.119682,0.077808,50749
+E14001604,E12000003,York Central,,Yorkshire and The Humber,England,Borough,Conservative,Con,PP52,4,,Richard,Hudson,Male,No,No,,5383,0.124253,-0.153541,30507
+E14001604,E12000003,York Central,,Yorkshire and The Humber,England,Borough,Labour and Co-operative,Lab,PP53,15,PP119,Rachael,Maskell,Female,Yes,Yes,4471,24537,0.566374,0.002324,6364
+E14001605,E12000003,York Outer,,Yorkshire and The Humber,England,County,Independent,Ind,,8,,Darren,Borrows,Male,No,No,,66,0.001291,,117282
+E14001605,E12000003,York Outer,,Yorkshire and The Humber,England,County,Independent,Ind,,8,,Hal,Mayne,Male,No,No,,88,0.001722,,117285
+E14001605,E12000003,York Outer,,Yorkshire and The Humber,England,County,Independent,Ind,,8,,Keith,Hayden,Male,No,No,,141,0.002759,,117284
+E14001605,E12000003,York Outer,,Yorkshire and The Humber,England,County,The Yorkshire Party,Yrks,PP2055,262,,David,Eadington,Male,No,No,,260,0.005087,,117115
+E14001605,E12000003,York Outer,,Yorkshire and The Humber,England,County,Green,Green,PP63,44,,Michael,Kearney,Male,No,No,,2212,0.043283,0.043118,101413
+E14001605,E12000003,York Outer,,Yorkshire and The Humber,England,County,Liberal Democrat,LD,PP90,17,,Andrew,Hollyer,Male,No,No,,5496,0.107541,-0.079162,34649
+E14001605,E12000003,York Outer,,Yorkshire and The Humber,England,County,Reform UK,RUK,PP7931,1036,,John,Crispin-Bailey,Male,No,No,,5912,0.115681,0.110877,117283
+E14001605,E12000003,York Outer,,Yorkshire and The Humber,England,County,Conservative,Con,PP52,4,,Julian,Sturdy,Male,Yes,Yes,4079,13770,0.26944,-0.226871,4113
+E14001605,E12000003,York Outer,,Yorkshire and The Humber,England,County,Labour,Lab,PP53,15,,Luke,Charters,Male,No,No,5199,23161,0.453195,0.153816,3440
diff --git a/data/election-petition/election-petition-results.json b/data/election-petition/election-petition-results.json
new file mode 100644
index 0000000..b78821f
--- /dev/null
+++ b/data/election-petition/election-petition-results.json
@@ -0,0 +1,4957 @@
+{
+ "links": {
+ "self": "https://petition.parliament.uk/petitions/700143.json"
+ },
+ "data": {
+ "type": "petition",
+ "id": 700143,
+ "attributes": {
+ "action": "Call a General Election",
+ "background": "I would like there to be another General Election. \r\n\r\nI believe the current Labour Government have gone back on the promises they laid out in the lead up to the last election.",
+ "additional_details": "",
+ "committee_note": "",
+ "state": "open",
+ "signature_count": 2886188,
+ "created_at": "2024-10-31T09:43:44.666Z",
+ "updated_at": "2024-11-29T06:09:10.000Z",
+ "rejected_at": null,
+ "opened_at": "2024-11-20T09:13:21.152Z",
+ "closed_at": null,
+ "moderation_threshold_reached_at": "2024-10-31T10:09:50.000Z",
+ "response_threshold_reached_at": "2024-11-23T16:51:20.000Z",
+ "government_response_at": null,
+ "debate_threshold_reached_at": "2024-11-23T21:18:30.000Z",
+ "scheduled_debate_date": "2025-01-06",
+ "debate_outcome_at": null,
+ "creator_name": "Michael Westwood",
+ "rejection": null,
+ "government_response": null,
+ "debate": null,
+ "departments": [
+ {
+ "acronym": "CO",
+ "name": "Cabinet Office",
+ "url": "https://www.gov.uk/government/organisations/cabinet-office"
+ }
+ ],
+ "topics": [],
+ "signatures_by_country": [
+ {
+ "name": "Afghanistan",
+ "code": "AF",
+ "signature_count": 6
+ },
+ {
+ "name": "Albania",
+ "code": "AL",
+ "signature_count": 4
+ },
+ {
+ "name": "Algeria",
+ "code": "DZ",
+ "signature_count": 3
+ },
+ {
+ "name": "Andorra",
+ "code": "AD",
+ "signature_count": 9
+ },
+ {
+ "name": "Angola",
+ "code": "AO",
+ "signature_count": 2
+ },
+ {
+ "name": "Anguilla",
+ "code": "AI",
+ "signature_count": 3
+ },
+ {
+ "name": "Antigua and Barbuda",
+ "code": "AG",
+ "signature_count": 7
+ },
+ {
+ "name": "Argentina",
+ "code": "AR",
+ "signature_count": 10
+ },
+ {
+ "name": "Armenia",
+ "code": "AM",
+ "signature_count": 2
+ },
+ {
+ "name": "Aruba",
+ "code": "AW",
+ "signature_count": 2
+ },
+ {
+ "name": "Australia",
+ "code": "AU",
+ "signature_count": 3271
+ },
+ {
+ "name": "Austria",
+ "code": "AT",
+ "signature_count": 99
+ },
+ {
+ "name": "Azerbaijan",
+ "code": "AZ",
+ "signature_count": 4
+ },
+ {
+ "name": "Bahrain",
+ "code": "BH",
+ "signature_count": 33
+ },
+ {
+ "name": "Bangladesh",
+ "code": "BD",
+ "signature_count": 3
+ },
+ {
+ "name": "Barbados",
+ "code": "BB",
+ "signature_count": 7
+ },
+ {
+ "name": "Belarus",
+ "code": "BY",
+ "signature_count": 2
+ },
+ {
+ "name": "Belgium",
+ "code": "BE",
+ "signature_count": 122
+ },
+ {
+ "name": "Belize",
+ "code": "BZ",
+ "signature_count": 4
+ },
+ {
+ "name": "Bermuda",
+ "code": "BM",
+ "signature_count": 31
+ },
+ {
+ "name": "Bolivia",
+ "code": "BO",
+ "signature_count": 2
+ },
+ {
+ "name": "Bosnia and Herzegovina",
+ "code": "BA",
+ "signature_count": 4
+ },
+ {
+ "name": "Botswana",
+ "code": "BW",
+ "signature_count": 14
+ },
+ {
+ "name": "Brazil",
+ "code": "BR",
+ "signature_count": 49
+ },
+ {
+ "name": "British Antarctic Territory",
+ "code": "BAT",
+ "signature_count": 9
+ },
+ {
+ "name": "British Indian Ocean Territory",
+ "code": "IO",
+ "signature_count": 9
+ },
+ {
+ "name": "British Virgin Islands",
+ "code": "VG",
+ "signature_count": 21
+ },
+ {
+ "name": "Brunei",
+ "code": "BN",
+ "signature_count": 3
+ },
+ {
+ "name": "Bulgaria",
+ "code": "BG",
+ "signature_count": 118
+ },
+ {
+ "name": "Burundi",
+ "code": "BI",
+ "signature_count": 4
+ },
+ {
+ "name": "Cambodia",
+ "code": "KH",
+ "signature_count": 22
+ },
+ {
+ "name": "Cameroon",
+ "code": "CM",
+ "signature_count": 2
+ },
+ {
+ "name": "Canada",
+ "code": "CA",
+ "signature_count": 1152
+ },
+ {
+ "name": "Cayman Islands",
+ "code": "KY",
+ "signature_count": 22
+ },
+ {
+ "name": "Chad",
+ "code": "TD",
+ "signature_count": 1
+ },
+ {
+ "name": "Chile",
+ "code": "CL",
+ "signature_count": 20
+ },
+ {
+ "name": "China",
+ "code": "CN",
+ "signature_count": 47
+ },
+ {
+ "name": "Colombia",
+ "code": "CO",
+ "signature_count": 17
+ },
+ {
+ "name": "Congo",
+ "code": "CG",
+ "signature_count": 2
+ },
+ {
+ "name": "Costa Rica",
+ "code": "CR",
+ "signature_count": 9
+ },
+ {
+ "name": "Croatia",
+ "code": "HR",
+ "signature_count": 10
+ },
+ {
+ "name": "Cuba",
+ "code": "CU",
+ "signature_count": 1
+ },
+ {
+ "name": "Curaçao",
+ "code": "CW",
+ "signature_count": 1
+ },
+ {
+ "name": "Cyprus",
+ "code": "CY",
+ "signature_count": 418
+ },
+ {
+ "name": "Czechia",
+ "code": "CZ",
+ "signature_count": 69
+ },
+ {
+ "name": "Denmark",
+ "code": "DK",
+ "signature_count": 97
+ },
+ {
+ "name": "Dominica",
+ "code": "DM",
+ "signature_count": 1
+ },
+ {
+ "name": "Dominican Republic",
+ "code": "DO",
+ "signature_count": 8
+ },
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+ "name": "Ecuador",
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+ },
+ {
+ "name": "Central Ayrshire",
+ "ons_code": "S14000109",
+ "mp": "Alan Gemmell MP",
+ "signature_count": 2945
+ },
+ {
+ "name": "Kilmarnock and Loudoun",
+ "ons_code": "S14000110",
+ "mp": "Lillian Jones MP",
+ "signature_count": 3084
+ },
+ {
+ "name": "West Aberdeenshire and Kincardine",
+ "ons_code": "S14000111",
+ "mp": "Andrew Bowie MP",
+ "signature_count": 4340
+ },
+ {
+ "name": "Aberafan Maesteg",
+ "ons_code": "W07000081",
+ "mp": "Stephen Kinnock MP",
+ "signature_count": 3444
+ },
+ {
+ "name": "Alyn and Deeside",
+ "ons_code": "W07000082",
+ "mp": "Rt Hon Mark Tami MP",
+ "signature_count": 5473
+ },
+ {
+ "name": "Bangor Aberconwy",
+ "ons_code": "W07000083",
+ "mp": "Claire Hughes MP",
+ "signature_count": 4272
+ },
+ {
+ "name": "Blaenau Gwent and Rhymney",
+ "ons_code": "W07000084",
+ "mp": "Nick Smith MP",
+ "signature_count": 3334
+ },
+ {
+ "name": "Brecon, Radnor and Cwm Tawe",
+ "ons_code": "W07000085",
+ "mp": "David Chadwick MP",
+ "signature_count": 4995
+ },
+ {
+ "name": "Bridgend",
+ "ons_code": "W07000086",
+ "mp": "Chris Elmore MP",
+ "signature_count": 3982
+ },
+ {
+ "name": "Caerfyrddin",
+ "ons_code": "W07000087",
+ "mp": "Ann Davies MP",
+ "signature_count": 4926
+ },
+ {
+ "name": "Caerphilly",
+ "ons_code": "W07000088",
+ "mp": "Chris Evans MP",
+ "signature_count": 3759
+ },
+ {
+ "name": "Cardiff East",
+ "ons_code": "W07000089",
+ "mp": "Rt Hon Jo Stevens MP",
+ "signature_count": 2711
+ },
+ {
+ "name": "Cardiff North",
+ "ons_code": "W07000090",
+ "mp": "Anna McMorrin MP",
+ "signature_count": 3114
+ },
+ {
+ "name": "Cardiff South and Penarth",
+ "ons_code": "W07000091",
+ "mp": "Stephen Doughty MP",
+ "signature_count": 2645
+ },
+ {
+ "name": "Cardiff West",
+ "ons_code": "W07000092",
+ "mp": "Mr Alex Barros-Curtis MP",
+ "signature_count": 2967
+ },
+ {
+ "name": "Ceredigion Preseli",
+ "ons_code": "W07000093",
+ "mp": "Ben Lake MP",
+ "signature_count": 4471
+ },
+ {
+ "name": "Clwyd East",
+ "ons_code": "W07000094",
+ "mp": "Becky Gittins MP",
+ "signature_count": 5727
+ },
+ {
+ "name": "Clwyd North",
+ "ons_code": "W07000095",
+ "mp": "Gill German MP",
+ "signature_count": 5164
+ },
+ {
+ "name": "Dwyfor Meirionnydd",
+ "ons_code": "W07000096",
+ "mp": "Rt Hon Liz Saville Roberts MP",
+ "signature_count": 4021
+ },
+ {
+ "name": "Gower",
+ "ons_code": "W07000097",
+ "mp": "Tonia Antoniazzi MP",
+ "signature_count": 4509
+ },
+ {
+ "name": "Llanelli",
+ "ons_code": "W07000098",
+ "mp": "Dame Nia Griffith MP",
+ "signature_count": 4965
+ },
+ {
+ "name": "Merthyr Tydfil and Aberdare",
+ "ons_code": "W07000099",
+ "mp": "Gerald Jones MP",
+ "signature_count": 3463
+ },
+ {
+ "name": "Mid and South Pembrokeshire",
+ "ons_code": "W07000100",
+ "mp": "Henry Tufnell MP",
+ "signature_count": 5239
+ },
+ {
+ "name": "Monmouthshire",
+ "ons_code": "W07000101",
+ "mp": "Catherine Fookes MP",
+ "signature_count": 4504
+ },
+ {
+ "name": "Montgomeryshire and Glyndŵr",
+ "ons_code": "W07000102",
+ "mp": "Steve Witherden MP",
+ "signature_count": 5730
+ },
+ {
+ "name": "Neath and Swansea East",
+ "ons_code": "W07000103",
+ "mp": "Carolyn Harris MP",
+ "signature_count": 4184
+ },
+ {
+ "name": "Newport East",
+ "ons_code": "W07000104",
+ "mp": "Jessica Morden MP",
+ "signature_count": 3787
+ },
+ {
+ "name": "Newport West and Islwyn",
+ "ons_code": "W07000105",
+ "mp": "Ruth Jones MP",
+ "signature_count": 3793
+ },
+ {
+ "name": "Pontypridd",
+ "ons_code": "W07000106",
+ "mp": "Alex Davies-Jones MP",
+ "signature_count": 3679
+ },
+ {
+ "name": "Rhondda and Ogmore",
+ "ons_code": "W07000107",
+ "mp": "Chris Bryant MP",
+ "signature_count": 3790
+ },
+ {
+ "name": "Swansea West",
+ "ons_code": "W07000108",
+ "mp": "Torsten Bell MP",
+ "signature_count": 3423
+ },
+ {
+ "name": "Torfaen",
+ "ons_code": "W07000109",
+ "mp": "Rt Hon Nick Thomas-Symonds MP",
+ "signature_count": 3818
+ },
+ {
+ "name": "Vale of Glamorgan",
+ "ons_code": "W07000110",
+ "mp": "Kanishka Narayan MP",
+ "signature_count": 4358
+ },
+ {
+ "name": "Wrexham",
+ "ons_code": "W07000111",
+ "mp": "Andrew Ranger MP",
+ "signature_count": 4545
+ },
+ {
+ "name": "Ynys Môn",
+ "ons_code": "W07000112",
+ "mp": "Llinos Medi MP",
+ "signature_count": 3558
+ }
+ ],
+ "signatures_by_region": [
+ {
+ "name": "North East",
+ "ons_code": "A",
+ "signature_count": 135888
+ },
+ {
+ "name": "North West",
+ "ons_code": "B",
+ "signature_count": 333555
+ },
+ {
+ "name": "Yorkshire and The Humber",
+ "ons_code": "D",
+ "signature_count": 250775
+ },
+ {
+ "name": "East Midlands",
+ "ons_code": "E",
+ "signature_count": 244096
+ },
+ {
+ "name": "West Midlands",
+ "ons_code": "F",
+ "signature_count": 275454
+ },
+ {
+ "name": "East of England",
+ "ons_code": "G",
+ "signature_count": 320664
+ },
+ {
+ "name": "London",
+ "ons_code": "H",
+ "signature_count": 218161
+ },
+ {
+ "name": "South East",
+ "ons_code": "J",
+ "signature_count": 440341
+ },
+ {
+ "name": "South West",
+ "ons_code": "K",
+ "signature_count": 275291
+ },
+ {
+ "name": "Wales",
+ "ons_code": "L",
+ "signature_count": 132350
+ },
+ {
+ "name": "Scotland",
+ "ons_code": "M",
+ "signature_count": 161667
+ },
+ {
+ "name": "Northern Ireland",
+ "ons_code": "N",
+ "signature_count": 43271
+ }
+ ],
+ "other_parliamentary_business": []
+ }
+ }
+}
diff --git a/notebooks/2024-11-29-election-petition.ipynb b/notebooks/2024-11-29-election-petition.ipynb
new file mode 100644
index 0000000..a0fcae2
--- /dev/null
+++ b/notebooks/2024-11-29-election-petition.ipynb
@@ -0,0 +1,591 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Analysing the Petition for a General Election\n",
+ "\n",
+ "2024 general election results where downloaded from [here](https://commonslibrary.parliament.uk/research-briefings/cbp-10009/) on 29 November 2024. Petition results were downloaded using the following command on 29 November 2024:\n",
+ "\n",
+ "```shell\n",
+ "curl https://petition.parliament.uk/petitions/700143.json | jq > data/election-petition-results.json\n",
+ "```"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import json\n",
+ "from pathlib import Path\n",
+ "\n",
+ "import matplotlib.pyplot as plt\n",
+ "import pandas as pd\n",
+ "import seaborn as sns\n",
+ "from dotenv import find_dotenv\n",
+ "\n",
+ "ROOT_DIR = Path(find_dotenv(\"pyproject.toml\")).parent\n",
+ "DATA_DIR = ROOT_DIR / \"data\"\n",
+ "ELECTION_RESULTS_PATH = DATA_DIR / \"election-petition\" / \"HoC-GE2024-results-by-candidate.csv\"\n",
+ "PETITION_RESULTS_PATH = DATA_DIR / \"election-petition\" / \"election-petition-results.json\"\n",
+ "\n",
+ "TOP_PARTIES = [\n",
+ " \"Conservative\",\n",
+ " \"Labour\",\n",
+ " \"Liberal Democrat\",\n",
+ " \"Reform UK\",\n",
+ " \"Green\",\n",
+ " \"Scottish National Party\",\n",
+ " \"Plaid Cymru\",\n",
+ " \"Independent\",\n",
+ "]\n",
+ "\n",
+ "PARTY_COLOURS = {\n",
+ " \"Conservative\": \"#0087DC\",\n",
+ " \"Labour\": \"#E4003B\",\n",
+ " \"Liberal Democrat\": \"#FAA61A\",\n",
+ " \"Reform UK\": \"#12B6CF\",\n",
+ " \"Green\": \"#02A95B\",\n",
+ " \"Scottish National Party\": \"#FDF38E\",\n",
+ " \"Plaid Cymru\": \"#005B54\",\n",
+ " \"Independent\": \"grey\",\n",
+ "}\n",
+ "\n",
+ "sns.set_style(\"ticks\")\n",
+ "sns.set_palette(PARTY_COLOURS.values())"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Total petition signatures: 2,886,188\n",
+ "Total petition signatures from per-consituency counts: 2,831,513\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/tmp/ipykernel_59936/2971000648.py:54: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`\n",
+ " .fillna({\"winner\": False})\n"
+ ]
+ }
+ ],
+ "source": [
+ "with PETITION_RESULTS_PATH.open(\"r\", encoding=\"utf-8\") as f:\n",
+ " petition_results_json = json.load(f)\n",
+ "\n",
+ "petition_results_df = (\n",
+ " pd.DataFrame.from_records(\n",
+ " petition_results_json[\"data\"][\"attributes\"][\"signatures_by_constituency\"],\n",
+ " exclude=[\"name\", \"mp\"],\n",
+ " )\n",
+ " .rename(columns={\"ons_code\": \"ons_id\"})\n",
+ ")\n",
+ "\n",
+ "df = (\n",
+ " pd.read_csv(\n",
+ " ELECTION_RESULTS_PATH,\n",
+ " header=0,\n",
+ " usecols=[\n",
+ " \"ONS ID\",\n",
+ " \"Constituency name\",\n",
+ " \"Region name\",\n",
+ " \"Party name\",\n",
+ " \"Votes\",\n",
+ " \"Share\",\n",
+ " ]\n",
+ " )\n",
+ " .rename(columns={\n",
+ " \"ONS ID\": \"ons_id\",\n",
+ " \"Constituency name\": \"constituency\",\n",
+ " \"Region name\": \"region\",\n",
+ " \"Party name\": \"party\",\n",
+ " \"Votes\": \"votes\",\n",
+ " \"Share\": \"share\",\n",
+ " })\n",
+ " .replace({\"party\": {\"Labour and Co-operative\": \"Labour\"}}) # Labour in Wales\n",
+ " .merge(petition_results_df, on=\"ons_id\", how=\"left\")\n",
+ ")\n",
+ "\n",
+ "df = (\n",
+ " df\n",
+ " .join(df.groupby(\"ons_id\")[\"votes\"].sum().rename(\"total_votes\"), how=\"left\", on=\"ons_id\")\n",
+ " .assign(signatures_per_vote=lambda x: x[\"signature_count\"] / x[\"total_votes\"])\n",
+ ")\n",
+ "\n",
+ "df = (\n",
+ " df.merge(\n",
+ " df\n",
+ " .sort_values(\"votes\", ascending=False)\n",
+ " .groupby(\"ons_id\")\n",
+ " .first()[[\"party\", \"votes\"]]\n",
+ " .assign(winner=True)\n",
+ " .reset_index(),\n",
+ " on=[\"ons_id\", \"party\", \"votes\"],\n",
+ " how=\"left\",\n",
+ " )\n",
+ " .fillna({\"winner\": False})\n",
+ ")\n",
+ "\n",
+ "print(f'Total petition signatures: {petition_results_json[\"data\"][\"attributes\"][\"signature_count\"]:,d}')\n",
+ "print(f'Total petition signatures from per-consituency counts: {df.groupby(\"ons_id\")[\"signature_count\"].max().sum():,d}')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "<div>\n",
+ "<style scoped>\n",
+ " .dataframe tbody tr th:only-of-type {\n",
+ " vertical-align: middle;\n",
+ " }\n",
+ "\n",
+ " .dataframe tbody tr th {\n",
+ " vertical-align: top;\n",
+ " }\n",
+ "\n",
+ " .dataframe thead th {\n",
+ " text-align: right;\n",
+ " }\n",
+ "</style>\n",
+ "<table border=\"1\" class=\"dataframe\">\n",
+ " <thead>\n",
+ " <tr style=\"text-align: right;\">\n",
+ " <th></th>\n",
+ " <th>ons_id</th>\n",
+ " <th>constituency</th>\n",
+ " <th>region</th>\n",
+ " <th>party</th>\n",
+ " <th>votes</th>\n",
+ " <th>share</th>\n",
+ " <th>signature_count</th>\n",
+ " <th>total_votes</th>\n",
+ " <th>signatures_per_vote</th>\n",
+ " <th>winner</th>\n",
+ " </tr>\n",
+ " </thead>\n",
+ " <tbody>\n",
+ " <tr>\n",
+ " <th>0</th>\n",
+ " <td>W07000081</td>\n",
+ " <td>Aberafan Maesteg</td>\n",
+ " <td>Wales</td>\n",
+ " <td>Heritage Party</td>\n",
+ " <td>183</td>\n",
+ " <td>0.005118</td>\n",
+ " <td>3444</td>\n",
+ " <td>35755</td>\n",
+ " <td>0.096322</td>\n",
+ " <td>False</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>1</th>\n",
+ " <td>W07000081</td>\n",
+ " <td>Aberafan Maesteg</td>\n",
+ " <td>Wales</td>\n",
+ " <td>Independent</td>\n",
+ " <td>618</td>\n",
+ " <td>0.017284</td>\n",
+ " <td>3444</td>\n",
+ " <td>35755</td>\n",
+ " <td>0.096322</td>\n",
+ " <td>False</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>2</th>\n",
+ " <td>W07000081</td>\n",
+ " <td>Aberafan Maesteg</td>\n",
+ " <td>Wales</td>\n",
+ " <td>Liberal Democrat</td>\n",
+ " <td>916</td>\n",
+ " <td>0.025619</td>\n",
+ " <td>3444</td>\n",
+ " <td>35755</td>\n",
+ " <td>0.096322</td>\n",
+ " <td>False</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>3</th>\n",
+ " <td>W07000081</td>\n",
+ " <td>Aberafan Maesteg</td>\n",
+ " <td>Wales</td>\n",
+ " <td>Green</td>\n",
+ " <td>1094</td>\n",
+ " <td>0.030597</td>\n",
+ " <td>3444</td>\n",
+ " <td>35755</td>\n",
+ " <td>0.096322</td>\n",
+ " <td>False</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>4</th>\n",
+ " <td>W07000081</td>\n",
+ " <td>Aberafan Maesteg</td>\n",
+ " <td>Wales</td>\n",
+ " <td>Conservative</td>\n",
+ " <td>2903</td>\n",
+ " <td>0.081191</td>\n",
+ " <td>3444</td>\n",
+ " <td>35755</td>\n",
+ " <td>0.096322</td>\n",
+ " <td>False</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>...</th>\n",
+ " <td>...</td>\n",
+ " <td>...</td>\n",
+ " <td>...</td>\n",
+ " <td>...</td>\n",
+ " <td>...</td>\n",
+ " <td>...</td>\n",
+ " <td>...</td>\n",
+ " <td>...</td>\n",
+ " <td>...</td>\n",
+ " <td>...</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>4510</th>\n",
+ " <td>E14001605</td>\n",
+ " <td>York Outer</td>\n",
+ " <td>Yorkshire and The Humber</td>\n",
+ " <td>Green</td>\n",
+ " <td>2212</td>\n",
+ " <td>0.043283</td>\n",
+ " <td>4135</td>\n",
+ " <td>51106</td>\n",
+ " <td>0.080910</td>\n",
+ " <td>False</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>4511</th>\n",
+ " <td>E14001605</td>\n",
+ " <td>York Outer</td>\n",
+ " <td>Yorkshire and The Humber</td>\n",
+ " <td>Liberal Democrat</td>\n",
+ " <td>5496</td>\n",
+ " <td>0.107541</td>\n",
+ " <td>4135</td>\n",
+ " <td>51106</td>\n",
+ " <td>0.080910</td>\n",
+ " <td>False</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>4512</th>\n",
+ " <td>E14001605</td>\n",
+ " <td>York Outer</td>\n",
+ " <td>Yorkshire and The Humber</td>\n",
+ " <td>Reform UK</td>\n",
+ " <td>5912</td>\n",
+ " <td>0.115681</td>\n",
+ " <td>4135</td>\n",
+ " <td>51106</td>\n",
+ " <td>0.080910</td>\n",
+ " <td>False</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>4513</th>\n",
+ " <td>E14001605</td>\n",
+ " <td>York Outer</td>\n",
+ " <td>Yorkshire and The Humber</td>\n",
+ " <td>Conservative</td>\n",
+ " <td>13770</td>\n",
+ " <td>0.269440</td>\n",
+ " <td>4135</td>\n",
+ " <td>51106</td>\n",
+ " <td>0.080910</td>\n",
+ " <td>False</td>\n",
+ " </tr>\n",
+ " <tr>\n",
+ " <th>4514</th>\n",
+ " <td>E14001605</td>\n",
+ " <td>York Outer</td>\n",
+ " <td>Yorkshire and The Humber</td>\n",
+ " <td>Labour</td>\n",
+ " <td>23161</td>\n",
+ " <td>0.453195</td>\n",
+ " <td>4135</td>\n",
+ " <td>51106</td>\n",
+ " <td>0.080910</td>\n",
+ " <td>True</td>\n",
+ " </tr>\n",
+ " </tbody>\n",
+ "</table>\n",
+ "<p>4515 rows × 10 columns</p>\n",
+ "</div>"
+ ],
+ "text/plain": [
+ " ons_id constituency region party \\\n",
+ "0 W07000081 Aberafan Maesteg Wales Heritage Party \n",
+ "1 W07000081 Aberafan Maesteg Wales Independent \n",
+ "2 W07000081 Aberafan Maesteg Wales Liberal Democrat \n",
+ "3 W07000081 Aberafan Maesteg Wales Green \n",
+ "4 W07000081 Aberafan Maesteg Wales Conservative \n",
+ "... ... ... ... ... \n",
+ "4510 E14001605 York Outer Yorkshire and The Humber Green \n",
+ "4511 E14001605 York Outer Yorkshire and The Humber Liberal Democrat \n",
+ "4512 E14001605 York Outer Yorkshire and The Humber Reform UK \n",
+ "4513 E14001605 York Outer Yorkshire and The Humber Conservative \n",
+ "4514 E14001605 York Outer Yorkshire and The Humber Labour \n",
+ "\n",
+ " votes share signature_count total_votes signatures_per_vote \\\n",
+ "0 183 0.005118 3444 35755 0.096322 \n",
+ "1 618 0.017284 3444 35755 0.096322 \n",
+ "2 916 0.025619 3444 35755 0.096322 \n",
+ "3 1094 0.030597 3444 35755 0.096322 \n",
+ "4 2903 0.081191 3444 35755 0.096322 \n",
+ "... ... ... ... ... ... \n",
+ "4510 2212 0.043283 4135 51106 0.080910 \n",
+ "4511 5496 0.107541 4135 51106 0.080910 \n",
+ "4512 5912 0.115681 4135 51106 0.080910 \n",
+ "4513 13770 0.269440 4135 51106 0.080910 \n",
+ "4514 23161 0.453195 4135 51106 0.080910 \n",
+ "\n",
+ " winner \n",
+ "0 False \n",
+ "1 False \n",
+ "2 False \n",
+ "3 False \n",
+ "4 False \n",
+ "... ... \n",
+ "4510 False \n",
+ "4511 False \n",
+ "4512 False \n",
+ "4513 False \n",
+ "4514 True \n",
+ "\n",
+ "[4515 rows x 10 columns]"
+ ]
+ },
+ "execution_count": 3,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "df"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 640x480 with 1 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "ax = sns.histplot(\n",
+ " df.groupby(\"ons_id\")[\"signature_count\"].max()\n",
+ ")\n",
+ "ax.set(xlabel=\"Signatures\", ylabel=\"Constituencies\", title=\"Distribution of Petition Signatures by Constituency\")\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 900x300 with 3 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "top_n = 3\n",
+ "g = sns.displot(\n",
+ " df[df[\"winner\"] & (df[\"party\"].isin(TOP_PARTIES[:top_n]))],\n",
+ " kind=\"hist\",\n",
+ " x=\"signature_count\",\n",
+ " hue=\"party\",\n",
+ " hue_order=TOP_PARTIES[:top_n],\n",
+ " col=\"party\",\n",
+ " col_order=TOP_PARTIES[:top_n],\n",
+ " height=3,\n",
+ " legend=False,\n",
+ ").set_titles(\"{col_name}\").set_axis_labels(\"Signatures\", \"Constituencies\")\n",
+ "\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 900x300 with 3 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "top_n = 3\n",
+ "g = sns.displot(\n",
+ " df[df[\"winner\"] & (df[\"party\"].isin(TOP_PARTIES[:top_n]))],\n",
+ " kind=\"hist\",\n",
+ " x=\"signatures_per_vote\",\n",
+ " hue=\"party\",\n",
+ " hue_order=TOP_PARTIES[:top_n],\n",
+ " col=\"party\",\n",
+ " col_order=TOP_PARTIES[:top_n],\n",
+ " height=3,\n",
+ " legend=False,\n",
+ ").set_titles(\"{col_name}\").set_axis_labels(\"Signatures per Vote\", \"Constituencies\")\n",
+ "\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 1200x600 with 8 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "sns.lmplot(\n",
+ " df[df[\"party\"].isin(TOP_PARTIES)],\n",
+ " x=\"votes\",\n",
+ " y=\"signature_count\",\n",
+ " col=\"party\",\n",
+ " col_wrap=4,\n",
+ " col_order=TOP_PARTIES,\n",
+ " hue=\"party\",\n",
+ " hue_order=TOP_PARTIES,\n",
+ " height=3,\n",
+ ").set_titles(\"{col_name}\").set_axis_labels(\"2024 General Election Votes\", \"Petition Signatures\")\n",
+ "\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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44AHefPNNXn75ZR566CFuu+02fvvb3+ZP+q677joOOOCAovUtq7gStn+JYTgc5uijj+bJJ5/k2GOP5Q9/+AOf+9zn8mNZuHAhF1xwAf/5n//JvHnzqKys5I9//CMPPPDAsPfvuOOO40c/+hFXXnklf/jDH2hsbMx/ESSTSWzb5ve//z22bW90zAaDYeRZu3YtZ555Jl/72tf4wQ9+QHV1NQsWLODyyy/H87wtvrjMkZuTCgX9wtyHQkbqNQ0Gw8ZJJpMcccQRXHDBBQOeKwxN739Mbu15Y/ny5QBMnjw5P86vfvWrnHzyyQOWLbzxV3g+lbtQLSwRyj02lBuLANFodEjL9d/fH//4x7zyyitcfPHF7L777kSjUc4555x8LqfBsKsRi8WYMmUKANdffz3//u//ziOPPMJXvvKVfDbc/PnzGTduXNF6IxFKPth81H++6H89JoRASjnodisqKkilUkgpi667enp68s8XctZZZzF9+nQuuOAClFIlY08MoweTKWXYIaipqWHevHn86le/KgrazNHT08O0adNoamoqCgP+8MMP888NFSEEc+fO5ZxzzuHxxx/HcRyeffZZGhoaGDt2LGvWrGHKlClF/xUq/YNx3HHH8dJLL7Fs2TJeffVVjjvuuPxzCxcuZOLEiZx11lnMnDmTPfbYY8AdPsdxNjpZ5/jUpz6F67q8+OKL/OEPfyh6nX333ZcgCOjo6BiwD6aLn8Gw9Xn33XdRSnHJJZcwe/Zspk6dSktLy4DlfN8vatO+YsWKorlszz335M033yxa580332SvvfYCtGsSoLW1Nf98Yei5wWDYOrz11lv5f+c6X+25556AdhAsW7aMSZMmDfgO3tiNoaHOG5vLL37xiyL39n777ceHH344YIxTpkzZoovWweatPfbYA9u2aWxsREqZb8wyVBYuXMjxxx/Ppz/9aaZPn05DQwPr1q0rWmao51AGw86GZVmceeaZ3HHHHaTTaaZNm0Y4HGb9+vUDju9C0bk/06ZNY+HChUUi84IFCygvL9+iDn1DZerUqfi+P+Bc5t13380/35/vfve7fO973+PCCy/kqaee2upjNGw+RpQy7DD88Ic/RErJV77yFZ5++mlWrlzJ8uXLefDBBznhhBM45JBDaGxs5IILLuDdd99l0aJFXHTRRfzLv/zLkMtT3n77be69917eeecd1q9fz1/+8hc6OjryJ5TnnHMO9913Hw8++CAfffQRS5cu5fe///2QHE0HHXQQDQ0NXHDBBUyePLnIbTVlyhQ2bNjAH//4R1avXs2DDz44oKPPpEmTWLt2Le+//z4dHR24rlvydcrKyvjUpz7FHXfcwfLly/m3f/u3/HNTp07luOOO46KLLuIvf/kLa9asYdGiRcyfP58XXnhhSO+RwWAYGvF4nPfff7/ov9raWjzP46GHHmLNmjU8/vjj/OY3vxmwruM4XHfddbz99tssXryYSy+9lNmzZ+fLkL/97W/z2GOP8fDDD7Ny5UoeeOABnnnmmbwdPxqNMnv2bO677z6WL1/OP//5T26//fZtufsGw05BqeO4fyfMQh5++GGeeeYZli9fnu9o96UvfQmAE088ke7ubs477zwWLVrE6tWrefHFF7n00ksJgmDQbU6ZMmVI88ZQ6OnpobW1lXXr1vHyyy9zzjnn8Ic//IGrr76aqqoqAE4//XQWLlzItddey/vvv8/KlSt59tlnufbaazfrNXN861vf4h//+Ad33303H330EY899hi/+tWv8vPW5MmTOf7447nssst49tlnWbNmDa+99tomLyanTJnCM888w/vvv8+SJUs4//zzBwhQkyZN4vXXX6e5ubmo26HBsCtwzDHHYFkWv/rVr6ioqOBb3/oWN9xwA4899hirV6/m3Xff5aGHHhrQuKmQE088kaamJq677jqWL1/Os88+y3//939z6qmnDqgY2RrsvffezJs3j8suu4x//OMfrFmzhr///e9cc801fO5znxvg+spx1llnce6553LBBRcMaDplGD2Y8j3DDsNuu+3Go48+yr333suPf/xjWlpaqKurY//99+fqq69GCMH//M//cN1113HSSSchhOCTn/xkUf7TpqioqOD111/nF7/4BYlEgokTJ3LJJZdw2GGHAfCVr3yFaDTKz372M2666SbKyspobGzkG9/4xia3LYTg2GOP5ac//Snf/e53i5771Kc+xTe+8Q2uvfZaXNfl8MMP56yzzuKuu+7KL3P00UfzzDPPcMopp9DT08MNN9zAF7/4xZKvddxxx3HGGWdw0EEH5Wu8c9xwww3cc8893HjjjbS0tFBTU8Ps2bM5/PDDh/w+GQyGTfPPf/6TL3zhC0WPffnLX+bSSy/l/vvv59Zbb+XAAw/kvPPO4+KLLy5aLhqNcvrpp3P++efT3NzMgQceyH/913/lnz/qqKO47LLL+N///V+uv/56Jk2axPXXX8/HP/7x/DLXX389l19+OV/84heZOnUqF1544YAMCYPBsHEGO44Lj8dCzj//fO677z7ef/99pkyZwj333JN3Lo4bN45f//rX/OQnP+G0007DdV0mTpzIJz/5yY1e1O2zzz5DmjeGwqWXXgpAJBJh3LhxzJ07l0ceeaQoB2afffbhoYce4vbbb+fEE08E9DnYlpa/7L///tx+++3ceeed3HPPPYwZM4Zzzjmn6Fzm6quv5tZbb+Xqq6+mq6uLiRMncuaZZ250u5dccgmXXXYZX/3qV6mtreX000+nt7e3aJlzzjmHq666iqOOOgrXdVm6dOkW7YvBsCMRCoU46aST+OlPf8rXvvY1vv/971NXV8f8+fNZu3YtlZWV7LfffnznO98ZdBvjxo3jvvvu46abbuK3v/0tNTU1fPnLX+ass87aZvtx2223ceedd3LVVVfR0tLC+PHjOeqoozj77LM3ut4ZZ5yBEIKLLroIpVRRFYlhdCDUUAu9DQaDwWAwGAwGg8FgMBgMhhHClO8ZDAaDwWAwGAwGg8FgMBi2OUaUMhgMBoPBYDAYDAaDwWAwbHOMKGUwGAwGg8FgMBgMBoPBYNjmGFHKYDAYDAaDwWAwGAwGg8GwzTGilMFgMBgMBoPBYDAYDAaDYZtjRKmtgFKKRCKBaWxoMBhGCjOvGAyGrYGZWwwGw0hj5hWDwTAcjCi1Fejt7WXu3Ln09vZu76EYDIadBDOvGAyGrYGZWwwGw0hj5hWDwTAcjChlMBgMBoPBYDAYDAaDwWDY5hhRymAwGAwGg8FgMBgMBoPBsM0xopTBYDAYDAaDwWAwGAwGg2GbY0Qpg8FgMBgMBoPBYDAYDAbDNseIUgaDwWAwGAwGg8FgMBgMhm2OEaUMBoPBYDAYDAaDwWAwGAzbHCNKGQwGg8FgMBgMBoPBYDAYtjlGlDIYDAaDwWAwGAwGg8FgMGxzjChlMBgMBoPBYDAYDAaDwWDY5hhRymAwGAwGg8FgMBgMBoPBsM0xopTBYDAYDAaDwWAwGAyGnRapFJ5U23sYhhIYUcpgMBgMBoPBYDAYDAbDTkkmkDSlPTwpt/dQDCUIbe8BGAwGg8FgMBgMBoPBYDCMNAkvoM3zkUoB9vYejqEERpQyGAwGg8FgMBgMBoPBsNOglKLD8+n2AiSmRGw0Y0Qpg8FgMBgMBoPBYDAYDDsFnlS0uh6pQGJSpEY/RjA0GAwGg8FgMBgMBoPBsMPT6wesT7skCwSpNSmX25Y38/Daju06NkNpjFPKYDAYDAaDwWAwGAwGww5Np+vT5fkE2d+VUvy/pm5uX95MSioeXtfJrOoy/qW2fLuO01CMEaUMBoPBYDAYDAaDwWAw7JAEStGa8egtcEd1uj7/tayJF9sT+eVsAVUhUyw22jCilMFgMBgMBoPBYDAYDIYdjnQgaXM90rIvPerljgQ/WrqBDi/IP1YdsvjJ/pPZpzK2PYZp2AhGlDIYDAaDwWAwGAwGg8GwQ9Hj+XR4Ab7SglQ6kNy5ooXfb+gqWu7jteX8sHE8M6vKtsMoDZvCiFIGg8FgMBgMBoPBYDAYdgikUrS5Pgk/QGYfWxJP88Ol61mZdPPLhYXge3uO4SsTawkJsX0Ga9gkRpQyGAwGg8FgMBgMBoPBMOrJFJTrKXSe1K/WdjB/ZSt+XwUfe5dHuHafiexZHtluYzUMDSNKGQwGg8FgMBgMBoPBYBjVJLyANs/Pl+ttSHtcs3Q9C7tT+WUEcOLkOr6zRwNhy4Sa7wgYUcpgMBgMBoPBYDAYDAbDqEQpRYfn0+3pcj2lFH9u6eHmD5vpDWR+ubHhED/cZwIH1pRvv8Eaho0RpQwGg8FgMBgMBoPBYDCMOjypaHU9UoFEAT1ewE0fNvFMa7xouU+PqeSivcZT5dgDthESguqQTcw2zqnRiBGlDAaDwWAwGAwGg8FgMIwqev2ANtfHy5brvdHVyzVLNtDi+vllym2Li/cex9FjqwesL4CYbVHvhIgYQWrUYkQpg8FgMBgMBoPBYDAYDKMCpRRdXkCX5xMArpTcu7KNh9d2UJBlzpzqGD+cPpEJUWfANkJCUBuyqXJshOm8N6rZYeTCIAi4/fbbOfLII5k1axZHHXUUd999N0r1fSyVUtxxxx3MmzePWbNm8c1vfpOVK1cWbaerq4vzzz+fj33sYxx44IFcdtll9Pb2Fi2zZMkSTjzxRGbOnMlhhx3G/fffvy120WAwGAwGg8FgMBgMhl0WXyqaMx4dWUFqeW+Gby1cxa8KBKmQgO9OHcPds3YfIEhZaPfUxKhDdThkBKkdgB1GlLr//vv59a9/zVVXXcVTTz3FBRdcwE9/+lMeeuihomUeeughrr76an77298Si8U47bTTyGQy+WUuuOACPvzwQx544AHuvfde3njjDa666qr884lEgtNOO42JEyfy6KOPctFFF3HXXXfxf//3f9t0fw0Gg8FgMBgMBoPBYNhVSAWSpoxLIpAESvGbdR18882VLOvtu57fIxbmZ7P34JTd6rH7CU4hIWgIh5gQDZvOezsQO0z53sKFC/nUpz7F4YcfDsDkyZP54x//yKJFiwDtknrwwQc566yzOOqoowC46aabOOSQQ3j22Wc59thjWb58OS+++CK/+93vmDlzJgBXXHEFZ5xxBhdddBHjxo3jiSeewPM8rr/+esLhMHvvvTfvv/8+DzzwACeccMJ22XeDwWAwGAwGg8FgMBh2Vrpdnw7fJ1DQmvG47oMmXussrmj68sQa/nPqWKL98qEsoMy2qA87OJZxRu1o7DDy4Zw5c3j11Vf56KOPAF1it2DBAg499FAA1q5dS2trK4ccckh+ncrKSg444AAWLlwIaGGrqqoqL0gBHHLIIViWlRe33nrrLQ488EDC4XB+mXnz5vHRRx/R3d1dcmyu65JIJIr+MxgKkUqxoCnD0yuSLGjKIJXa9EqGXRozr2w7lJS4C5aQfvo13AVLUFJueiWDYQdlZ51blJKojkXIDS+gOhahlDmODYZtxc46r+woSKV4qzvJ8609vNWd3OGuMwKlaM64tHtakHq+tYcTF3xUJEjVOTa3zZjMhXuNHyBIOUIwJhxifDRsBKkdlB3GKXXGGWeQSCT47Gc/i23bBEHAD37wAz7/+c8D0NraCkB9fX3RevX19bS1tQHQ1tZGXV1d0fOhUIjq6ur8+m1tbUyePLlomYaGhvxz1dUDU/3nz5/PXXfdNQJ7adgZeX5lkhtf7WJph4cbKMK2YHqdwyUH13DkHmVIpVjY7NKWDGgos5kzLoxlap93ecy8suUoKfEWfoBs68ZqqMaZ04joZ+XOPL+A+I2/xF+6GuV6iLBDaPruVF5yEpEj526nkRsMW4+dcW6RTS8RvHcXdL8PgQe2A9X7Yu/3Pazx87b38AyGnZ6dcV7ZUfh7e5w7lrewrDeNG0gQggkRh1N2r+cbu9WP+muKTCBpdT3SUtHrB9yyvIU/NhcbQQ6tr+CyvcdTGy6WLiygPGRR7ziEjBi1Q7PDiFJ/+tOfePLJJ7nlllvYa6+9eP/997nhhhsYO3Ysxx9//HYd25lnnsmpp56a/z2RSHDYYYdtxxEZBmNbC0DPr0xy5tOtxF1FfdQiErPI+IpFrS5nPt3Kd2ZX8fRHqUEFK8Oui5lXBjIUkSnHUMSmzPML6DzzZlQ8iVVfhYhUQcbDW7SczjNvpnb+hUaYMux0bI+5RSkJnYtRmQ5EpA5qZyDEyJj1ZdNLBP84FzLtkIvA9YHWVwn+sQw+cYcRpgyGrYw5Z9k+/L09zvmL1xD3JRFLkJKKtAxod30ufm8tD61p5+p9JnJofeX2HmpJejyfDi/AV4pF3Ul+uHQD69Ne/vmYJThv2jiOG19dFFYugLAQ1DohKhx7SK8llWJRT4oO16cuHGJWVWzUC3a7EjuMKHXTTTdxxhlncOyxxwIwffp01q9fz/z58zn++OMZM2YMAO3t7YwdOza/Xnt7O/vssw+gHU8dHR1F2/V9n+7u7vz6DQ0NeWdVjtzvOcdUf8LhcFG5n2F0sinH0kgjleLGV7uIu4pJFX2tSGOOYFJI8FG3z5UvdlIVsUoKVvOPHmOEqV0YM68UMxxH01DEpvDhc4jf+Eu9zKSGvpOdWARrUgNyXRvxG39J+PA5gwpfBsOOyLaeW2TTS8j370b1fAjSA8tBVO2Fte93t1gsUkoSvPUjSLeAECBC6MsVBcqHTAvBWz9CHP3UiIlgBoNhIOacZdsjleKO5S3EfUmlLVib9gmUIiR0ZzpPwXvxFOcvXsMtM3YbVcKUVIp21yfuB7hS8bPVbfx8dTuFRdf7V0a5ep+J7B4r/lxZQJVjU+uEBoScD0ahm8yTCscS7F0e5dxpY0fV+7Irs8N8Q6fT6QHtHG3bRmVrZidPnsyYMWP4xz/+kX8+kUjw9ttvM2fOHEDnUvX09LB48eL8Mq+++ipSSmbNmgXA7NmzeeONN/C8PpX2lVdeYerUqSVL9ww7BjnH0qJWlwpHMKHCpsIReQHo+ZXJEX/Nhc0uSzs86qNWyVakmUCR8RW1EUHMsbCE/jmpwibuakFrR6sJNxi2BjmRyVu0HFERw5pQj6iI5UWmzPML8ssqKYvFplgEYVmIrNik4kniN/4Sd8ES/KWrtWjV7/gUQmDVVeIvXY238INtvbsGw06DbHqJ4PVLUJ3vQ6gcYuMgVI7qep/g9UuQTS9t0fZVxyLoXgoIEA4IKytOWfp3JaB7qV7OYDAYdiIW9aRY1pumJmTR4gYESuEIsIRACEHIEigFnV7AHctbRs01RSaQbEi79PgBK5Mup7+9iv8tEKQs4Nu713PfAVOKBCmBdk6Njzg0hJ1hCVLnL17Du/EU5bbFuEiIctvKC3Z/b4+P+D4ahs8OI0odccQR3HvvvbzwwgusXbuWZ555hgceeCDfaU8IwSmnnMI999zDc889x9KlS7nooosYO3Zsfplp06bxyU9+kiuvvJJFixaxYMECrrvuOo499ljGjRsHwHHHHYfjOFx++eUsW7aMp556igcffLDIkmrYsejvWNpWAlBbMsANFJHQwEkz6Su8QCEEBGrgBXFd1GJph8fCZndEx2Qw7GgMVWTKhZN7Cz8Ymtj02nso14OIU/qFo2GU6yHbSje4MBgMG0cpiXz/bvASUDYeEYohhIUIxSA2HvyEdlBtQSC5al8I0gfL1mJUIULox6WvlzMYDIadiA7Xx5MKBWSkdkgVnvdYAALKbMGy3jSLelLba6h5El7AhoxHMpA8uqGLk9/8iPfi6fzzk6MO982ewul7jCnKiLKBWsdmQjRMWWho5XpQ7CabEAkRs7PXgLbF+EiIhC9HlWC3K7PDlO9dccUV3HHHHVxzzTX5Er0TTjiB7373u/llTj/9dFKpFFdddRU9PT3MnTuXn/70p0QikfwyP/nJT7juuuv4xje+gWVZfOYzn+GKK67IP19ZWcnPfvYzrr32Wr74xS9SW1vL2WefzQknnLBN99cwcmzMsdRfAJo7PjLIVoZPQ5lN2BZkfEXM6XtdpRQJVxIorfrbJaThaEjQmZa0JYMRG4/BsCMyZJFp4QeE5+6DbOvW5X2RqtIbjIZRnfqumAg7qLSbrfQJECEbyiL6ddIuIuxgNRiHrMGwWXQu1iV7kZr8sauUgiAFMgA7iupeBp2LoW7Wlr2WQn+hlnrcYDAYdkLqwiEcS5AKFAo1YAoMVG5qFLhS0eH622OYgJ772z2fHk/nXf3XsiZebC/u0HjcuGp+MG0s5QWikwCilqA+7AzouDcUcm6yWscueQ5Z49h5wW52tYlM2Z7sMKJURUUFl19+OZdffvmgywghOPfcczn33HMHXaampoZbbrllo6+1zz778PDDD2/2WA2ji7xjKVZ6MttaAtCccWGm1zksanWZFNJW2p6MpKnXJ+UpZPZkeV3cZ0J5iMpI3/jSvs68aigb+t0Ag2FnZKgiU87RZDVUI8IOZDyIlRCZs2KT8/H9scbU4L2zXJ+1KQVCIKJhxPg66EnizJqGM6dx6+2cwbATozIdOkPK1seh8hKQagGZ0ccbAgTIphexN1OUEvVzwHK0W4oS35cq0BlW9XM2f0cMBoNhFDKrKsbe5VHe7k7mkvQQQAD4UiGzvzelPWxLsCq1faovXClpy3ikpOKljgQ/WrqBDq/vmqs6ZHNp43iOaCjOdrIFVIdCJQWloZJzk0Wc0utHLEGXv30FO4NmhynfMxg2l0LHUim2lgBkCcElB9dQGRasSwS0Jn1W93gks4KUQB+ASU+xqscjntElDEopOtKS6XUOc8aZ0EjDrk2RyFSKfo4mZ04joem7I9t78pmDOZRSyI44oem7o7oTBE3tEEiQUlsWLYFKppEr1kPIovKSk0zIucGwmYhInRaMgowWpHrXapcUVjaQHJABctnPNztbStTNguqscBy4oCTa+ij17wDVjXo5g8Fg2ImwhODcaWOpcfR5iq+0GOVlBSnQ7hOFLmO7e0XzNs9PSngBG9IeHV7Aj5c1cd7itUWC1MG15Tw8d2qRICWAMkswMRKmLhzabEEK+txkGVn6GjAjFY4Q1IV3GJ/OTos52zbs9OQcS+1pWfIidWsKQEfuUcb8o8cws8GhuTfAC/RBVx4WTKqwcWw9+foS1ic8kl7AukRAVVgLWqZVqWFXZ6giU87RJKysmFRZhlzXhkqmUVJqsWldG6KqjIqLTiRx08PgS+w9JyLKotq5EUiwBNgW9vh6wocbd4XBsNnUzkBU7QWZTu2QUkFxGDkK7BgE3mZnSwlhYc++AmJjwLL0awRe1iFlQWwM9uwrTOc9g8GwU3JofSW3ztyd/SpjAHj0OaYcof9tC8FuUYfeQG2z/CSlFB2uR4vrsagnxSlvruT3G7ryz0cswXnTxnLbjMk0RPoEoZAQ1DshJkTDRDajXK8/OTdZlxeUPIfs8gL2Lo8yqyq2xa9l2DLMt7Rhp6e/YynpSaRSJD25TQSgI/co4/rD66mN2kyuCrFXnUNjncO4Cptx5drFBZD0oTOtmDUmzL1Hj+HIPUxts8EwFJGpv6MpcuRcaudfiDNrGqo3jdzQjupN48yaRu29F2LVVuZzqqyqckKNuxGaNgl7jwnYk8dijasjWNeKu2Dpdtxzg2HHRSkJnYsR4+Zl77wk0Q4ptItJelqcKhsHkRqdPdW5eBNbLY01fh72wXfA2IMhUgvhCv1z7MHYB9+BNX7eSO6awWAwjCoOra/k2UMa+d6eY3GELnvTlxaCqG0xOeZQ6YSK8pM2hlSKt7qTPN/aw1vdyWGLWJ5UNGU82lyf/13dzmlvrSwqHWwsj/DzOXtwwqS6/LWXBVTYFhOjDjVb6I4qJOcmqwhZNGV8UoG+BkwFkqaMT0XI4txpY40JYBRgvGqGXYKcY+nGV7tY2uHRmZaEbcGsMWEuObhmxAUgqRQLm13akgENZXY+r6o+prs+xDOSDb0+GV8RKEDH2XDQhAhX/mvtiAaubwuUUtlOg0bnNow8OZEpfuMv8ZeuRnXGdS7UrGlUXnISkSPnllwnfPgcvIUfINu6sRqqceY0IiyL9NOvDcypCiSyuQOVccEPQEHn166m8oKvUXbG5zdZxqekLPlaBsOuhmx6STufej7U4lOQQZfUBejadQF2FGJjQdi6zM5PIdNtpVKhBiUnfKlMByJSh33YLxFd7+V/p3aGcUgZDIZRh1SKRT0pOlyfunCIWVWxYYsipbYxr66Ch9e0U+3YBGjXUcwSeYFnKPlJf2+Pc8fyFpb1pvGkwrEEe5dHOXfaWA6trxx0vRxJP6DN9VmZynDNkg28VSCACeDrk+s4c48GwtnzIwGEhaDWCVHhbJ0c3UPrK7llxm75/erydcnefpWxIe+XYetjRCnDLsORe5Rx+JRYkVg0Z1x4xNXx51cm8+KXG+i8qgnlNoGUdKUFbqBoSQZIBY6lSxg8pauH/rg8yWvr0xwwNrJVxLKRRilF3JV0ZSRRWzDWiFKGrcTGRKbBEJZFeO4+Ax7vH4au4kn8VU26fE+IfPB5sGI9Xd+7lfitv6HivBMoP+PfS75e5vkFfYKZ6yHCDqHpuw8qmBkMOyuy6SWC1y8BLwGRGh1y7naD1wtYEG0Ap1IHk+dCz6XUgeeLb0VY4SJnU3/hKSc0DRC+LAdRtRfWvt/FmnD49tp9g8Fg2ChbKvpsbBv/Nr6asG0h0IKUrxQpCTFLNwPbVH7S39vjnL94DXFfUuvYRBy9znvxFOcvXsMtM3bb6Bg7XZ9O1+MPLT3c/GEzyaCvJHtcJMQPp09gbk15/jEbqHRsap0Q9lZ2Kh1aX8m8uootFgMNWw+h+hdYGraYRCLB3LlzWbBgARUVFdt7OIatTKEr6qMuj5/8s5OEB/VRi0hIB6yvT/j0ZFS+O7VCW1VtoYMJc/XfloCIDZURm8qwYP4oLeOTWTGquTfgkSUJfv1egrir+NVxY5m3m6nL3hrs7PPKtnQaKSlpP+Z8vEXLsSY1ECxbi0pldNi56/W1kRci2yUMCNk4B+xF9U1nFwlNmecX0Hnmzah4Equ+CiJa7JLtPYjKMmrnX2iEKcOoZqTmFqUkwQtfR3W+D2Xj83fnlVIQ/wj8XrDLtEMquS4bSm4BAVgRCJWBU4l90I1Y4+cNKjyJ8YchP/xlsfAVZMDtglBFfv1djcEEPINhe7Czn7NsDjnRp9MLKLcFUUtXT3R5ARUha5OiT+E28sJRNsS7K7tNIQRrsqVy+tpCELEEY8M2iUCxX2WMRw7ac4AYI5XiK6+v4N14igmR4vI5pRRNGX/QdX2paHM9NqQ9bvywiWdbi8PUjx5TxYV7j6MypJ1QAohagvqwQ3QEcqMMOwfGKWUwbAHPrkxyxd87WNHlIRUkXIlSMKU6RCzbDcOTipSvBalCBViiKxlyhG2RDT1X1EYEnRnFja92cfiU0aPkS6XoyUhWdnv84p04D72boD3VdyfknoU9RpQyDJtt7TTK5VR1nnkzwaomLUhZAjy/QJBCC1K5PstK4b2znI4zbqLuvouIHDkXJSXxG3+JiicRE+sh5aLiKUTIRkysR61vJ37jLwkfPseU8hl2fjoXawEpUlN0QSOEQMXGQmKN7r6XXA8yACsEytclfGXjIVQOqSYtRKGQr186QHhSne+hWv+pRayK3fteJxRD2dH8+ow9eJcq5duoc2wXFOgMhtGGVIqrl6xnTcpFKYj7hYJRiIQvuWN5C4fUlrM4ni7p5pFKB5XHfVkkHMVsQdQSrE65JAOVv7awBQgUqUCxKiUZGwkNmp+0qCfFst40tY49IM9JCFGURzW7uu9meSqQtGU8Xu5IcM3SDbQUlAZW2BYX7T2Oo8dW5x8LCUF1yKamxOsYdm2MKGUwbCa3vNbJlS92kvEVuXk1UPq+7+oen92rBJVhQVOvT6AgbGlXVO7LolCgimS78Eml8CV0u5JYyGJJu8vCZne7Z0wFUtGdkbzTkuH+t+P8fmkv6aDYZGkL+NL08kG2YDCUpr/TSESqIOPhLVpO55k3bzWnUS6nqvvCu/He+lCXEOUOzpwQlT9hUtnOXqA643mhyVv4Af7S1RB1kB+uQ6XdrJAlENEworYCf+lqvIUflCwjzGHyqAw7AyrToQURe+D3lXAqUOWToHetXgb6uvFF6yFUrsWrcA2qexnq7Rt1175IDfn7/aGYdl1lOtAHab/XyK3f+S7Bs1+AVPMuIdCULJkMMqiu9/Xju6hzzGDYHgyWF/WLNe0sjqdAQcgSWOib02kpWZvxGBsOsTie4rP/WMaatIcrJWHLYr+KKN/faxyH1lduVDgCcKXCV4oJkRDdviQjFRKFQJ/OjI04zKsr7VrrcH08qYg4pYWiUnlUXa5Ps+ty10dtPLy2o2j5OdUxfjh9IhOiDqCvjWK2RZ0TGpGueoadDyNKGQybwbMf9XLlix2kfS02WZYgkDq0XAK+hHUJn9qIRcpXhIQ+YSZQ2CJ7favAy5qMvABkgUzVlJDYQmIJePaj5HYTpXypnVF/XZnkvrfjPLMyheq3TMQWfKGxjHPnVvOJycYlZRg6hU4ja1JD30lWLII1qQG5rm2rOo0iR86l+t4LaD/6fFQipXNuoEAxzhbW5mprA4koj+aFJtnWjYwnUcm0zqMKWbqjmFKoVEa7vsqiyLbuon0uFKBkZ5zETQ+bPCrDDo+I1IHl6FK6UInvAssBp0p34hPo4035kG4Bt1u7qUJlkNwA6TZAgZ/QV1NWRD+fFX11gHpaO6SU0v+Wvv7pdkGPr8sEd3KBRimpnWFeoqhksr9zTIw7ZKd2ihkM24tCEWpVyuXJDV18mMwUZT39555jeHB1O1JBRPRJ6ha6O5ynFG0ZD1fpXKbcYdwbSF7pTPDB22n+54Ap+FINKhylpMJTWoCK2BbTIg6pQOIrRSi7wTbXH+B0ylEXDuFkSwFj9sDtF+ZRBUqX673dneLKJev5sDeTXy4k4Mw9xvD1yXX5nChHCGodmyrHyA6GwTGfDoNhmEiluOLvnWQCcCxACJTSXywCXaYXKEh6ipQX6N8Bx1JYQpfppX1F4Zwv+72GQruqhIK73+zmoAmREc2W6t8dsH/guy8VnamA3y1N8NO347zZ7A7YRl3U4uv7V3DifhXUxWxqIuaE1zA8ck4jq76qpF3cqqscktOokELRR9RVAgLV0TOoA0l2JbSo5JXoRqOy/7OyreyFQJRFUN29+e2rZEZ36ytsYSwEyhHg+qhkJjuOgWWKSIWMJxHRMPaE+m3mEjMYtgq1MxBVe6G63teCCPSJRViQaQcnpkUj0CJVzpYYpLSLKidaobLPW/rffgoSq7POKUvnUUkf5SX6AtOV0iIXaOdVThjbmQWaQUomocA51vMhdC6GulnbaZAGw85JYeB4wg+I+xIB1IdDjA3buArei6c4553V9GbP+3MZsoXYQpDOOrXt7H85w7avoCXjc/WS9fxk/8l54ShqaSEqJzp5UiKz6+VEqFiBI0kqtdHOe7OqYuxdHuW9eIpoQcc+0JlSXV7AnOoy9qmIsD6V4edrOvifj1pxC6Kp9ygLc+0+E5leoed/CygPWdQ5TraxU2lGohuhYcfHiFIGwzBZ2OyypMNFKnCzF605a2x/shGuKMCVELOhLCTo9bSrqhQFBUOI7HojmS1Vqjvg9DqHyz9RwyGTYzQlPB54J87PFiVY3TPwy2uP6hCnzqzkC41lRLPd9naS03vDNka2dWt3UKSq9ALRMKozXuQ02hiFoo92MGW00aksglVRNsCBlH72dTq/ejVspD0yoD/gXgCRsD4uw452OfmBvjhWun2mrvjrE6b0T/2/UmWK/tI1kHZRUqI8HysW2WYuMYNhpBHCwtr3u9qRlFgN0tWOJiXJ33rx433/RmlnIQJUSC+faaPvkkzoZaWvfyqyDqpcvXxGL6+kzqUq9PGmW1GhKMKpyI6tT6BRHYtAWDtF3tTGSiaBfPdDlekoUfBoMBg2l8LA8YgliPsyP7O1uD5xP2BC1GF8JMSqlEvSl0Rti3QgEagi0UcWBMwK9HWDboYkcLIdupck0iil2Ls8ylvdvfhKu5cUCoEgJHQCQdQSRWJUjk113rOE4NxpYzl/8RqaMj41/ULUJ0UdztyjgUU9KX64ZD3/7EoWrf+ViTV8b+pYotnuf2EhqA2HqMiGm2/sfdzSboSGnQMjShkMJejvJDpgrMPbLR5tyYA/fNhLT6b4C0SvM3A7Qb/f0wGkUv19UQMpbP4VCwmWdngjki31/MokZz7dStxVujtgzCJsQVc64PK/tzOuPMTzq9J0ZQaO8cDxEU6dVcmRU6J5cczOjq8ybFER3jFP6g3bD6uhGhHW3eqIlfhsp928ALQxlJT03vf/iF/3C1TaRVTGtPvJ10egSkioLCtyIAF0nnoDqisBjq0PNtfv67ZXiJ89HjIu8qMNODOnITvj9Fx8j34NqSDtgSVQoZAu9fMDsC1EWQTZ1kXvbb9FxXsRNZWoeBLV7utOf+EQBBLZ1IGoLEMIUdIlZnKnDDsC1vh5qL1OQi66SYtMQFH3ABWgRacg+7ydLXn1C5bLduWTXvax3C2awv61AtLN2Va2jn5MZb9xhaO3kWpBZbOqAC3QpFoJXr9Y51JtIm9qR+hmt8mSySADVkgvZzAYRgQdON5MpxcQEdCU8QdUPKSkYm3KY3LMoTpkk/AlZbbAlQJfKexsZYUECm+L+ZCf6oTSIk0IXbb3ZneKI8ZU8FJHnEDpUrkQEKBIZwdgIZBSklbkXVRRAV1ewH6VUaRSPN/aU9KRdGh9JbfM2C0vEnX5iqglmFdXwX9MquWDRJrrlzXR4/ftbX3Y5orGCRySzaqygSrHpsYJ5cv3BmNAJ0FHi2DvxVOcv3jNkLoRGnYejChlGPVsqtRsS7dZF9MnmR0pSUOZTWfK56bXuvNOolz4eMjSdxI6UsGAU+RCd9PG2NTz/ZcJFDQlfMoci7Zkf4lreEilu/nFXcXkCpvKiEWFI0i4iiUdLk29Eigu07MEfGZqjNNmVTJrrBYNBFqMqgxbVEUsIqHRdZJu2LqMpDjizGkkNH13vEXLizOl0HZx2RHHmTUNZ07joNvIPL+Anhsewn1xEXhZYag7oZ8Mh/Jik+yIY+89GbmujZ4bHtKvkUjqD7lt6deOhVFeULqUz7G1+BRI/FUb6Pzmf6FSri7ts9HClVRaaApZEI1gVcQgkLhvLMF9axkq3gstXcXCVyAhZOuQ9GQGyrNlTwUuscG6E1ZcdCJWbaURqgyjAqUkqmMR8sOH+kr28rdmhHYzqazrKU/QJyb1bYniWzoDil20ECMzfdsUQotOMpN1X1n630FK51SBDk7347pMMDpmo3lTO0w3u34lk/3nUNwuRM2+UDtjOw5y9LAjCI2G0c8v1rTzj85efKkGnal06Z2iKe2xRzSEJSAjYXI0xIaMT1qqIV0zuFLlL9Ylir+2Jii3bXwpcRX4WadUWTZOxJOSJb2ZXNPg/LgqQxYdrs+JCz4qGaKe49D6SubVVbCoJ0WX61MbtokIwQ0fNvOH5mLX+mH1FVy693hqwyEE2qVVF3ZKOrX6s6lOgk0ZnzuWtzCvrsKU8u0iGFHKMKoZrNTskoNrNjtjqXCbCVeS9LT9tcyxcCyIu5JoyGJCuY1rw6ruIC9KjSu3B3TP6/8zh5MVsVAKVw5NkMpRKHK5AfhS8lGXt1n7m2Nhs8uyTo89q0PUxwRtKcWiFpeO9EBXVFlI8OV9yjllRiW7VelpwhI61LwqYlHhWNgbqQ837JwMJo5sbii3sCwqLzmJzjNvRq5rw6qrhGgY0i6yI46oKqPykpMGFVpyJXGyoweCAJyQPgvLleNJhbAFKmSjMi6kMtqBtHgFAFZtJUFvui88GRCOjbKEdm/lsEQ+T0qMq0WubkaRJLT/VIIP16FSGYiFtcDkB2Bru7ps6YKQTe8t/9cnlEH2tRT5s0bPB9tC+UHfSW3WJeZ/tJ7ELf83oDuh+8YS2j9/CVZlGVjCBKQbtit5Eaf9bfBKldsW5D0N69uw//ICysbrh1LrITZeC1SWDVYUEit1jpXIzgUy65aUUgeqCwvKJvfNKSXyplTzKztMN7uikslUEypckx8vbheEKrD2/a4RXtiBhEbDqObv7XF+8mETrlRF2U8w0NMpgaRUrEh5xCyLipBFhydxpSosUN4kPrr7XU3IZllvmnGREDHbKgoyj9kW7a7P+rTMlwAW0ulLuuNpcqfu/UPUC4UpSwhmV5eR8AOea+3hiiXrWZ/uOyeKWYLzpo3juPHVCCEICUF1yKZmkK6ApdhYJ0EhBDWO3tfBgtkNOx/mW8owasmVmi1qdalwBBMqbCocwaJWlzOfbuX5lclNb2Qj23QD3VnODbQTKulJutOStA+9rqQnI1kXD3S3DFt/ybSnJIhswHkB/U+xbQGOJbBF6awpKNXQeuA2c02/LAG/X5pAliotGiLd6YCxMUHSl7ywOsOr6zMDBCkL+GJjOX89cQKXH1LL7lUhQgKqwxaTKkLsVuVQHbGNILULkhOAvEXLoTyKqC7XoumCpXSccROZ5xds1nYjR86ldv6FhGbuieyME6xsQnbGCc3ck9p7Bw/6LuzclwsSz4lHebxcOY8OW1B+oB1IGU+LVNXliGgYfKldBf2xBJRFsfacSGjaJEKNu2GFQtoRJRWkXewJ9WBbWggT2daaGQ8SKbAtrN3G6NcqROT/14eU4OuL9pxLzG7cjdTv/6ZFN8dGxZOQclGej+pNafGuN4UYX4eoiOXLE4fyt1BS4i5YQvrp13AXLNEX7QbDZiCbXiJ4/RJUx3vZkPKhsKnvkILnhZMtybPBCmsXlvTIXdKJcCUiVKaFpthYLTzJ7AWUsFB+CpJrdfZUdNwAkVsIAQV5U0Xd7EIxhLB0aHpsPPgJLWyokTte8g6zDS+gOhYNe9vW+HnYB92oHVF+rw5+93sRNftijyIBrT9but/DIf8Z7XwfQuUQGweh8rzQKJte2mqvbdh5yLl70kG2qzYDz/9LnaWnFWSk5Fu71REolQ8kH85F+LhIiLUpl1SgM6xAB5lXhmxitpUPI8+9vi3AEeSXhawAprQjxUafxuRC1AuvL5RSNKddrlm6nm+/tapIkNq/MspDc6fy+Qk12EJQbltMiDjaLTUMR1OH6+tOgoNcT0Qs3ZVwsGB2w87HFjulEokEr776KlOnTmXatGkjMSaDoajUbFJFn4oecwSTQoJ1iWDY4d+5bbYnJZ6U9HoFdzWUvn5V6InalbA20XefQUldu+0FOqB8U9KQEOBlLVVyI8uX+kKj4LFsZRHjym0+6PQ3O1eqpdfn90t7Wdji4ZU474vYUBW2sAV8fX/dTS9s66yoyrBFyIhQuzSFAhBVZci1rbrcLOswUokk3Rf9D2P+ef8IlI8NTXgt7NyHVMisKzF/+1EBSqJy1kZLIEK2diBFHACE62ONryNY3QxegApZ+uANsgeJbWNPasCqKu8bXTanCqVFLquqHHv3ccj1bfo9ya0bcbB3H4cI2ToQvWgX+5xZhbdYg1VNBM2diGhYl+PNmErv3Y+B56M6sssJ9EW3ACIhcH1E2kOUR4cckD7SjjfDrotSsk/ECVeD2z7UNTfyXL9vxnx5n9TOp3Rz33OpNpQIg+2ArYPNVdkkLUIhwO3Rz5VP1mV7kZrSL5kLBG9fuE272Y2Ue8caPw8x7pAdpjRtW7qWij6jZeP7/q47c1dGw1Yh5+4ZE7bxM4pUMHQhNaPg+mXN+RDzXJ7UUGnN+Pz3R60kA0kqkEyMhqkoiM9ISUVayvzMGc5+zvu/RoC++LeEIKQUHrpD4G/XdfAfk+qQCt7oSnDhe+t4L57Or2cD35rSwDd3ryckhA5Nd2wqnc2TEurCoXwnwZg98BpjU8Hshp2PYf+lzz33XA466CBOOukk0uk0X/rSl1i3bh1KKW699VaOPvrorTFOwy7GwmaXpR0e9VGr5IlhXdQaNPx7sAyqBU0Z3mjKEHd1h4zCtqy5KFUoDhzs22au097Q8IfwTVOqLWwhNlDmCMaXh6gICzYkgqJcqaFkbX3Y7nLbG1089G6CeIkdKHcE9TGL8pCgy5XMGRfh4xMjVEdsyh0xrLsehp2XnABE1EGubs7mIFnZgGKt6Hpvf0jvff+Piu8cP6xt9+9KR0QHn/vvrMiHkpcSSoo69wmBiIZ1GV1OWFIF5XGBRGQ728l1bYRm7gmA/84KrEkNWlRq6sgKbVK7liyBNbG+SJACtLAF+jVDNrKnd6AgBeD5BGtbERWxfOB6nsKwh/6PpzKoQBL5jyNJPvj0wHyrrNgGaMU6K44JKApIdxcsQVjWgLypUl0AyXhFIfBGmDIMmc7FeREHP8HwS/NK0f92zUa+UJULvSt1uZ4VQUVqIHAhOgYx6WhE1TRE/RwAgpdO32QguH65bdPNLufeGakyQSEsqJs16rvsjfR+b5KCz+i2EBoNOy85d0/UsRkbCbE66W56pQIKEvYGlNdtioxUeNlw9LRUrE5mGBd1CFu6fC7hB/mu3oU3kvs3Ycpd70ilyCX8SQX/9UETf22NU+HY/GZdB+mCFRvCNt/ZYwz/Nq4GW0B5yKLecbbohvWsqhh7l0d5L54iahVfb+RcX/tVxphVVWK+NuyUDFuUeuONNzjrrLMAeOaZZ1BK8frrr/PYY49xzz33GFHKMCK0JQPcQBGJlb5rFQ0JOtNyQPj38yuT3PBqF4tbXTKBImILZowJc8zUGL96L0Fnifwk0HcttkfxymCn73a2RLDCEdgWpDxJ2BY0lOkL4sGyti49uIYj9ijj1XVpbvlnF48v6y0pkIUtGFNmUxXR7igE7FvncPG/1DCp0tlq+2vYMZFt3ciMi0pmtPBSmAEgBMoR4Hok73+S8jP+fchuqUIHVlHQeSyySddPYec+EYv0OZ58qcWabJYMng8hG6uuErmuDSpjlH3pcGR3gsSS1fgrN2BVxBAT6rBcH9mVgIoY9tha5Lo2lCpu3axiYXKhDEF3L2pDe2mBSSotMKUyQ3+jQ7belu+TfPDPkN7ECa+rs6jw/b5xRsPIpg66v/OTvHAHYE9sIHbav5F6VJcDirpKPUYh9Ps3RJeVwVCIynWxsyOQ7tj0CkNiM76NldKh5qkU2GWARK35AyrrwBH7nDWkQHBRP2erdbMrDNkmXEPw3l27nHtne7iWij6jpRhBodGwcyGVYlFPig7Xpy4cosax8+4e0OKPX6r19ibYnLZFNqAK4ig9YG3aK3n94kndtW+wIyhQegy5kTeEQ4wJ2/yptYfefu6vqCUIpOLnq9t5uyvFt/ZoGJGOeJYQnDttLOcvXkNTxqfGsYlk39suL6AiZHHutLEm5HwXYtiiVDwep7q6GoAXX3yRz3zmM8RiMQ4//HBuvvnmER+gYdekoUyXj2V8RcwZOCGlfVUk0kiluO+tHi7/WzvdGVXUceKFZIq/rkoRsQe+znDL6rYVUkE6gA29kpakxBYwc0yYOePC+VysuKuoj1pEYhZSKtYnfH7wfBsAb7cMDEUXQDSkS/UEgoitA83LHMHkyhBnzq7i0CkmTNAwEKuhWh8TybTOTCpl87MsgvVteAs/IDx3nyFtt7AEr9Qd7Jzrp9Q2Czv3iYn1CNvGqq/WopLrZcvcBDgOojwCCuzJYwCI3/AQMpFExVPgB8jOhF42HMLZfyrVN50NUDKAXXXEscbUoNIuan3bZrybg2AJHdQeBFpsGqqYFUiCdW2I9h6s8XWojIuKJ/FXNmFVxpCJbPZUSyfef96WF6JUd0KfyEbCWBPrsasrNvp+l2IkOzEadkxEpE6LOJlOcEsFnG+rgVgQqtAh635a5z+FonkHjnrjMqy9TkIlVkPvWpRdpp9H6HVygeB1s7ZKN7uicjU/pd2OQRKiY3ct9852cC3lP6NbQWg07Lz8vT3OHctbWNabzos8e5dHaAiHWJXMkAwUwRbkvA4XD0pemJSS8CV95W9WiQuanCBlCxgfcQiUYnEinXdagb5ZH7MtxoZtxkRClFk2q1MZLn13LTfsP3lIwlR/UW9WVXHkyqH1ldwyY7f8+9zl6zHvVxnj3GljR0T8Muw4DFuUmjBhAgsXLqS6upoXX3yRW2+9FYCenh7C4fCID9CwazJnXJjpdQ6LWl0mhQbaOjvSklkFIs0N/+jkr6uLJ1Toy4sC3cVuMIYSVLgtKXz9QOl9aOoNeH5lkpte685nbYVtQYUD7SlY1eWR8AaO3Ba6a964couqiEXUFii0W+qEfSs5ZHKM2SVK/wwG0MJD5rX3kD1J7ZIKJPighAWOnXXq6ABx0K6qoVJUgleKaBjVGS+5zVznvo6TryN496MBHnVRV0XVtafjHLQPqqOnqIudiDqoRCpfpodlIWorwQ8IunSXvFwAez57qTOOCDs4s6ZhT51A8qdPDnk/h/ZmqKELUYVkXVsqmSZY1awdYpaFqKskWNOSLbW0QYq+roRKkZ8sk2nk8vUwsR5rbO2g73d/TC6VAdDiTOU0aH2V7eM3zqI88DqBbPmuyJazFTpwVj0OTiUk1/cJaJYD1Y3Ys6/Il4yNdDe7fLlapgOkq107SgISkutRSiJiY4pX2kndO8N1LRW6yzY7J6t2xlYRGg07L39vj3P+4jXEfUmtYxNxtIPn7Z4UKEVvIPGVdi+NBkJoEcmj+PrBUwpR6roIKLMtGsI2HW5Aop87SgBltmDPMof6sC4R7A10XlWHF3DH8hbm1VVs9LqhtKgXHSA2HVpfyby6io2KV4Zdg2GLUqeccgoXXnghZWVlTJgwgY9//OMAvP766zQ2No74AA2jj6FkGW0plhBccnANZz7dyrpEQF3UIhoSpH0tSFWF9fMvrEpx5tOtNCeCAYIUFE/O/hCVpu3tkuqPACZWWHgKrvh7J+sTPhPLbWoiFht6AxY2e2RKCG771jv4UtGeCtirxqE6ahMNCZRSJFzF0k6PJz5McvbcajP5G0qSeX4B3Rf9D97bHxbnIuVyjVypnVMhG7u+CpR2VQ2VwhI8YiUuUtIuIuxsfJuFH91cgLilM6acfXYnctC+KClJHHN+vkwwWLZWi0ARp6/LQSqDtdck1Pr2fAlb5Mi5hA+fU+QGyjz/Jj2X3jswqGF7IZXuRgb5TCuxWwOquVP/Hg7pOc3dWC6PQq5v12LWpt5v+nLAZE8vVnkUyqOoQJJ5YwneSddRddU3KTvj88Y1tQsghIW12+eQzS+zXUWpPBIoKN8l68CxwtD1HoQqoXx3dGeBlO4W6MaLtmCNnwcH3djnbHK7tZOmZt9hB3Hny9UyHdnOhAqErf+TGf17qkmLJeECV8BO6t4ZjmtppMLQhbBGXGg07LzkOuzFfcmEiO4ol/AlzRmPdCDzubO5sPLRwMb605UaY51jU2ZbrEt7RddOAii3BL1SMSUWZkI0jCcVra5PoPRcWuPYLOtNs6gnxezq0tUVg4l678VTnL94DbfM2K1ImLKEGHRbhl2HYYtSX//615k1axZNTU0ccsghWNmTzt12243vf//7Iz0+wyhjsCyjSw6u4cg9RnZCOXKPMuYfPSb/ep1pnas0a0yYSw6u4fApMY75vw30ZCTuCF4gOtnGVpnRcH6N/kJpT0vGlNk09frEQtCVCVjU6pYU4hwLzj2wmk9MjHDVi53MGRuhPGyRCbSgl86qczWRwcPiDYbM8wvoOOMm5JpmLdxEHF0WV/iZyzW2220sKp7C3mM8QUsn7oIlQyrlKizBK8qUQt/Blh1xnFnTcOYMvOGRy6PCl4Rm7Knzm/xAB5FnA81z4lJRp75UBpVxtXsotw9C6OynVGZACZuwrHwpm/R92o44pzjQfDSS8fL7KEB3ICzVbj3rKNEtQhVyQzvhw+eUfL9z5N532d6N8gOCzrh2nEkdnyqJ0/WDO0n+/gWqLj3ZuKZ2BconZ5sejJLjQkkQFspPanFK2JDuzM5jNQgne67ilGunTIkcoxHrZpcrV5MuWrUvzGzMpcFkhSmnQgtoW8m9MyKuoy1liK4lmelCvnHZiIWhj6TQaNi5yXXYq81mZyZ8yZq0i1QK2xIIqTvWQbZDthAjeg0yEtjkZ5a8eFZuW+xVHibtSVr8gLXp4pgPkV1WCMGUMl3StyHt0/+edcQSdPmKDre0FFZK1AOI2YKoJWjK+ENyWhl2PTarz+LMmTOZPn06a9euZffddycUCnH44YeP8NAG0tzczM0338yLL75IKpViypQpXH/99cycORPQX2h33nknjzzyCD09PXzsYx/j6quvZo899shvo6uri+uuu46//vWvWJbFZz7zGS6//HLKy/s6LC1ZsoRrr72Wd955h7q6Ok466SROP/30rb5/o51SWUYZX7Go1eXMp1uZf/SYrSJMHT4lNmg3vaUdHuWORXtqZE6GIxbEHIuu0aJIZXEsgZSQ8CRdmdJfftm8csodwcRsaV95WCDRpX/9BazBwuINhnwAeWdcn804NsKyUOF+wpRj69DNlk6UF8BHG+j61g1DLuXKleCVym6SHXFEVRkVF51YMrdoQB5VWbTINFUoLhWWCeqyPQVCQdrXF7DZ/QlWNWNNagDXK1nCFr/yp6h4csTe5xHDCeU78ZHxUJ09fYER0NeJsD8qGw6W71aoKPvS4RsVE72FH+C9/aF+H3POtP4inevjLfzAdPPbRRCZTlCj6XtEizxIt69+X/mA1ddhL0thjpHqWKTFrELRZgu72alMh86Qkp4Wx1Su95UqFvKCDPhJXRa9Fdw7I+U62lKG4loS+56Nev9/RjwMfcSERsNOTa7DXiSbZ9uc8ZBKZx1B31dpTuzJnXuPJlnKRn/9SwVjIyGkAhvFCRPr+MXadjpSxfO1lf1vfCRE1LaJBwHrXR+EYLdomIpQ3zGSy6qqC5eWEPqLeoUM1Wll2DUZtiiVSqW47rrrePzxxwF4+umn2W233bjuuusYN24cZ5xxxkiPEYDu7m6+9rWv8fGPf5z777+f2tpaVq1alQ9dB7j//vt56KGHuPHGG5k8eTJ33HEHp512Gk899RSRiHaCXHDBBbS2tvLAAw/geR6XXXYZV111FbfccgsAiUSC0047jU984hNcc801fPDBB1x22WVUVVVxwgknbJV921ZsSdmdVIobX+3KZxnllW9HMCkkWJcIuPHVLg6fMvJ1wJYQJZ08uQ595SWC0DcXV0KwsTKXbUyFo0WyXlexNlH6pF+g86FqoxbljkXEFjz6QYJvzqiiqVdS4ShizsCTrv5h8QZDjpzgIypiqJ5effEECDsrTHl+tmxMCxkq7SHKo7rsK6LL8bxFy4ckSmwsuyly9L+QuOnhvtwiJ4Q1sYHY8YciyqNDzqMq6tSXc0jlxDVRcDrpeshVzVi1lQNK2JSUpH731y18Z4dJTizaFEGgb9nmzo79ICsWBahNbaPgORFxUL6PknJQYSpo6UR2xfV6jg0Zv2+subZAUkJNBSqeNN38dgFkuJrRdVmmdNi5FcoeQ37f47LE96gdgVQrwesXZ3OfRk60EZG6rPikQMjs6+eEqaLaY8i0Qag8794R4w5BdSzaYgEln2k1Qq6jLWVTriURrsLfSmHoQliwhUKjYeemLhwq6LCnyEiF3f9zSPYIVuBuw7Dz4SDR3QF7fEm5BZ6wuHzJ+qIiawstBMRCFmPDISTQ6nq4Uukb2UrRnPGoCOlrMKV0Z7z9KmPMqipRfstAUa8/m3JaDWsfNxGkbtixGLYodcstt7BkyRIefPDBIvfQJz7xCe66666tJkrdf//9jB8/nhtuuCH/2G677Zb/t1KKBx98kLPOOoujjjoKgJtuuolDDjmEZ599lmOPPZbly5fz4osv8rvf/S7vrrriiis444wzuOiiixg3bhxPPPEEnudx/fXXEw6H2XvvvXn//fd54IEHBhWlXNfFdftadycSia3xFmwRW1p2t7DZZWmHR33UKnmSUBfd9qVguQ592WZSI3I+rBh69tTWpCosCNuC7owk4Q0UyezsdWbYgjHlNpVhi0BBypdEBSzrlPzm/QSNdQ7vDCEs3jD62J7zSt5ZVF3eJ4xkPz/CtlBCC1OitlKLVuVR7KkT+j5jsQjWpIaiErqNiRKlsptkZ5yus27ROVD1VeCGCNa3E6xrxXtjCZRHIaXfH2tiw4B5qTCPqqhMcGJ9n3OocOKwdBYVvo/yfaQfkH76tfz63sIPCNp7Rvid3gRDPdmV2iGlO/jl3GyqL9h8MPrNmyrtEv+vB0k/8fKgLjfZ3q2dUbbVly2WKwOkTwCzAokYZjc/w7ZhJOcW2fQS6t3bGR15UgXk5gMVFJcVplvzZXJ5Mp3gx6F3LUTHDCra5MrfZLoNkelEhqux3G5UpBYr2lBaNKqdARW7Z8Wu/oJY7uAT4FRizbwQq2Eu1M5ANb9C8MLXt9jZlM+0GmHX0ZayMdeS3PDCsMLQDaODHeFaaCjMqoqxd3mU9+Ipym2BQmFlP2lKKQIgLHQHu9FwvVCKrC8UhaIqZNPjSxJB8fnA9IoIDtDlS6KWRSKQ9PoBYyIOCsXalEegFOns45YQdHkBFSGLc6eNHVT8KRT1YvbAZTbltBoqQw1SN+w4DPsT8dxzz3Hbbbcxe/bsosf33ntvVq9ePVLjGsDzzz/PvHnzOOecc3j99dcZN24cJ554Iv/xH/8BwNq1a2ltbeWQQw7Jr1NZWckBBxzAwoULOfbYY1m4cCFVVVV5QQrI52ItWrSIT3/607z11lsceOCBRZ0E582bx/333093d3eRMyvH/Pnzueuuu7bavm8pI1F2l3MlRWKlT1pypWAtvT4LmijpxhrpgPRch763WzI4Fvij7Jx4uAigKiKwhKAnI+lxB37bCWDepAgHjHX484o0IUvgKUVbMiAjFePKQkQdizokH3T6XPqJGlZ2exsNizd3FUYn23NeyTuLLAsRDaNSGZRTLGxiCe2YEhb2+LqSYnX/fKaNUZjdpKSkvSCYnESqr5Ocbelg8h5dRiebOpCdcazdx2FX6TLs/nlUSkpCH2vE/ed7+O+vKijpKTjGZJ+LQnUm6PjsBYiIky9FjHxqrnYkjWak0oLUUOk/xZRHEbWVG3W5WfU1YNv6vRBioOGD7O+hECriIFs6Sf/5NYAh5YwZtj4jNbfkHTjp9hEY1QijZIFDqqDAxk+Bn0IJsse7BakW7WYqm6zLlHPzgl0O6TaCt65D7vk11Lo/Q+d74PXkHU8BAiwb6VRB7X5Ykz+HqNi9SGQRMy9EvXASRSKUHmTfeIWF2OtkhBUa6GyywuD1oNrfJnj1B6iP34I94dChvQ+5TKut4DraUgZzLQ0nDN0wehjt10JDxRKCc6eN5fzFa+j0At0TAaVNyErL754adTJ8ERZQaVtEbIvmjE/hmYsAwkJQG7L5zpQGfrK8md5AYgkYF3Uos/V39OQYtGR8koGkzQ0oD1nsVxnbpOhTKOpFrYE3xDfltBoKww1SN+wYDFuU6ujooL6+fsDjqVRq4J3qEWTNmjX8+te/5tRTT+U73/kO77zzDj/60Y9wHIfjjz+e1tZWgAFjq6+vp62tDYC2tjbq6oq/xEKhENXV1fn129ramDx5ctEyDQ0N+edKiVJnnnkmp556av73RCLBYYcdtoV7PDIMp+wOGFQ0yrmSMr4iVsKSmfYVUimuebmTDYlggBsLGPGA9MIOfSkvZ4ff8bCEdkZJBT0ZhRpkP2yhS/TW9wa0rZJkpEJYCktY1JfZlDm5E+8+kXBqtbPRsPiRzgAzjBzbc15x5jQSOmAvguXrsKZNJPhgDbg+KpRtt+75YFuI8lheuAKQUkJnHJXxEZEQqrocOkvnM22M/nlR/ob2PkGqlPsn4yE/XIccX4cdcZBdCUSlzqNK3PZ/xK95YGhZUAXZSqqnF2vqBETYwVu0HPetZRBPDWs/djSssih4AaK2AtkRL+lys8fWYNVUIDvjJToyZucuYSHjvah1reB6JG77P5L3PTGknDHD1mck5pairnIyTV9o92jA7iuZw84e1xLtbQggsSq7nMw+riDcoAUpL6FFqiDV91znYtSCK/JlzHq7uX3NXp1muqD5FWTzKxCqAKc872yyI7X4ToUWs3Lr5GKFRfZ7W9iIrvdQtTOKnE34vXq8MqNf14sjXzkL/vVe7PGf3OQ7oXLliFvoOurvEtuoO2xLGWIY+kiGwBu2nNF8LTRcDq2v5JYZu3HH8mb+0dmLJ7UolfvGG+1XG+UhC4UOFS/EAiICxkRCtLkBt6xoYWlvpi9eEkHEEoyLOFSGbGy0k+r8aeM4qLZ8SOVxhaJeU8anxrGJZJ1TQ3FabQoTpL7zMmxRasaMGbzwwgucfPLJRY8/8sgjA9xTI4lSihkzZnDeeecBsN9++7Fs2TJ+85vfcPzxx2+11x0K4XC4yFk1mhhq2d19b/Xw6NLeQUWjnCtp0SClYE29AUlPsrTdozZqMaHCIuPDolaXk//QjEDgK4bt1NqUuyrXoe+7T7eypHNo9cmjJfnCFlDh6PdlsPBygGgI6qI25Y6lrbSeZE1K4koICZhaY1HWLzOqMC9q7vjIoGHxhtHL9pxXhGVRcdGJ9Fz5U0hmCM2djmrtQsVTqN40Slg4+06h7Nv/RuKGX0LGI+hOIJs6ikOvLQtRVTYgn2lTFAWTJ9N93fJcf2BJW+6AVgo2tBNYAkIhRNih6+xbCZavzXaGG2xnBYSz2TO57WcPDdncSahxN0RVGfLDtaNj4tgaZN9D2doFOQHRCeG+tWyAy82Z04hzwF64byxBeT70pgf+TaRENXfqf0cc7N3HQcbDfXMpHSdfR+WV36D8jH83rqntxIjMLZ2LUd3LtOChAgba5bYnQV+If9G/sygPLQhZ2pEjPS3MWA5k2rMlfyVK7fKP9d/XrEilAGzt0LLL8uV/1p5f1eJPeAqkW7Kd+NBjsCMQbdAh55kORIGzCb9XlxSqAER2jiIAtwf52nmIj9+2yVK+kXAd5UPSO9/Vwlq2u6F0qhC1+494WPpQwtCtfb8LMCKZW4aRYTRfC20Oh9ZXMq+ugiuWrON/V7Xh7QDf/wKoc2zivsTt1w3VBuodmxonhCsla9MurlRItFgVBpSAtNTdBidHHBKBZP/KGKdNaRjWNUOfqKfL67p8XbI3FKfVpjBB6jsvwxalfvCDH3D66afz4YcfEgQBDz74IMuXL2fhwoU89NBDW2OMAIwZM4Zp06YVPbbnnnvy9NNP558HaG9vZ+zYsfll2tvb2WcffULd0NBAR0dH0TZ836e7uzu/fkNDQ95ZlSP3e84xtSMxlLK7pt6A617uJFBQHxUEIUHKhzebMkWiUc6V1L8UbEPcp8fV/h5fSpKepC0lmFAeYmK5xbttupxkxhgnf8KgnVqwqjvgwr+2c+8xFnPGhXm7xcsLJ50pn5te696ku+rwKTG8YQQNbu/vFVtAuWPhBoruEiV6OarCgrqYjWMJ0oGiqdcn7ioiFtiWAKnwFTT1+lSGnfzkXCovarCweIOhFLI7ASmX2Ofn0fvAH5HLWhG2jYhFEGNrsMbXUXnVqUQOn0PmmTdI//2tPjGjaEMS1ZUg8/ybw8oUKgwmV37Q1y2vf8v5XI5R4VEdsgntNwUyHv6SVRutmMlvxrZQUumAbtAXfyEblXFRvWkttg01dHxHJLdbWZcYCghcVNql997/R/j+4r9d9IuH4r37kbZ5VsRQLV19711/pEK2dKK6Eqi0i5KS7u/fSer3f6Pq0pMHdU0pKUt2XTSMDlSmQ7uJpIe+3BlG2eg2of/nsfDYtSA2Hpxy/XlPrNJzS7olu2jhpFHqmB9sUhFa6MqJTk41pFuRqx7VwpAdhqq9IEiD9HUQux3Vv2eFobyzyQpnxxWAcPoysoSthX+vd2hZUFvoOsqXEmY6wE9m31dLH+9uty4p3ERYes5lpTIdEK7RD7pdGxWSNhWGDoxI5pbBsDFe6kjwTEsPEcvC699ldpThCCgP2bR7xYJ6WAgiFtSFHSwBTa5PT9blLNCzd64kMYQiBHhSsSbtslssXORqGk6weE7UG+kg8m0ZpG7YtgxblDrwwAN54oknmD9/Po2Njbz88svst99+/OY3v2H69OlbY4wAfOxjH+Ojjz4qemzlypVMmjQJgMmTJzNmzBj+8Y9/sO+++wLaOvr222/zta99DYA5c+bQ09PD4sWLmTFDfwG/+uqrSCmZNUvX0s+ePZvbb78dz/NwHAeAV155halTp5Ys3RvtbKrsLuVpEUlgUR+1WBMPSPkqf04WdyUXvdDOP78Ry7uSCkvBpFKkAi1IOVmxRClI+YpVPR7jynQ3BxSkfChzFElP0ZORdGUkGV/xVovL0f+3QceQWFpAkUoRdyXRkMWEcptIzCLtSRY0ZTjpD81cdUgdZ8ypwhKCBU0Z1vSM8qwXtKsp5mghr2eQDn+5Er3qiHa2JVzJhnRAJug7MfYkRIQilM3RSriKjnRAbdQm7UtaeiWRkOCL08u31a4ZdiKUUrQd9j28tz/UDwgBQujLrmw782B1M50nXk34yLlYUycQemcFqqZSi0ipjP4v7eYzmHp++DOcQ2dBV++QBIbCYHJRW6HFj5xYUjTY/P/6yIZ+q7Rb/NRgepJSqED2uakE4ITAssDzUb0p7dSyrdKdu3YmSrxHyQf/RPQ/jiD26X8h8/yCvi6JqQwqmdErFX61WNkLVksLe/gBcl3xjR5cD/e19wbNrSp6HdfL53qZ0r/RQ76rHBJ9WTNaBdtSwpLUQlC0XmdMWTYEOZdkSD8/ZE91iUlGSe1wIhuy3r1MC2BeL1TsjihwLPUXhkTnYi1geT26ZC/vkMqvoI+xcPWQsqCG6joqJQzlSzTdeNYlJvsEslxmV5ABL5EXyICi8HKZ6UItuUeP1U/q9xsFVhRCYYiNx5r2day9ThowhsHC0FXzK6Oqm6Bh56C/4LJfRYQfLd1AuxsQtQSJYPRUWvSnPNv0qaufICWAabEQLhbJQNLqekXh7Ll+LxbgkL21UPD8ceNrmFdXAWxesLglxIi7lbZVkLph2yOUGvqtX8/zuOqqqzj77LOLOt9tCxYtWsTXvvY1/vM//5PPfvazLFq0iCuvvJJrr72Wz3/+8wDcd9993H///dx4441MnjyZO+64g6VLl/LUU08RiWiXyLe//W3a29u55ppr8DyPyy67jBkzZnDLLbcAEI/HOeaYY/jXf/1XTj/9dJYtW8Zll13GpZdeOmj3vf4kEgnmzp3LggULqKio2DpvyBCRSnHM/23QZXcFmVJKKZKeZG1cO6nGV9hsSAT4cuCEawu469MNfOdj1fltLmx2aen1uealTpZ0uPR6Ckdo66RUuuODLyFsaxFFKRhfbtPjSlK+yoeS51KQLAGB0q81psyiKyNJ+3r93au0ONjU65P2dZtSxxIcMDbMFxvLaU9Jbvln16hJs+hP2IKwLUj6atAqoogNdVGLirBNoBTdGUlXWhIMsnz/+7OOpV1vOpNRUeZYVIatLc7tMowettW8ojIu62uOgbS76YVzOCHdca8sqt1UIVtvy/O1OyaVQQFWLDxkgSHz/AI6z7wZFU8i40lIZzZehgfZycTC3nOidjitb9v48jnsbLZLEEDIRjihvHPKGluL3JANch7ld0q3GuVRYl89isxf/gmuh1VfDREHlXYJ1rVBIoWorUCURSHtIjt6tCAVyOLcqUIcG1FRRvjAfaj/8y15kbLw727VV0FEO+Zkew+isqykiGXYMjZnblFK4j/zeWh/O5vftKPelc6dheSO7S3MxhKh7HuRLQ2EPueT8nTeVGzsAGHILujwF7zwdVT727p8r78oJT3trqqYAulW7INvw5pw+CaHlS/B6/kw79LalLNIdSzCf/E07c5KNZHr54X0i98jKwJOBdbMC1Br/9TnXlJS74MVAacSUs19OV2o7OdGlwJSsx/27Cs2KSbl35/O94u7CZIV+FJNiJp9sQ//lSnl286MpmuhTdFfcJFAJpD0BjJ/vj0ab0kJoCpkEfflgFkrYgkmRB0E0Ob6xDfRDaqUmbwhbDOjsowjxlTwi9XtfcHi/TKizp46limx8Ii5oTaGVIqvvL6C9+IpxhdkSkE2Tibjs19ljEcO2tPElOxgDEuUApg7dy6PP/74NhelAP76179y6623snLlSiZPnsypp56a774H+sN455138tvf/paenh7mzp3LD3/4Q6ZOnZpfpquri+uuu47nn38ey7L4zGc+wxVXXEF5eZ+rZMmSJVx77bW888471NbWctJJJ3HGGWcMeZyjbSLOdd/ryUjKHIuML+lM60wiCswH/Q3phY/tVRti6Rm7Fx3gC5oyfPHRJmwBa+P6hDQoqP7IYYk+4UmRbXKliu84lJoMc+uELH1to9BuI6m0zTR3Khm2IT0Kvy0itnaOpbzBost1plRDmS7RywSKznRAfCMlfYXk3j9b6NfKBFDmCCZX2EQdndvVnpZUhsWQOiwaRjfbcl5JPvwXeq76GcHydZu3AcuCSBirXItURLLlpY2TEL0ZZHMHIhSi5vZzNilMxW/8Jd7bHyLbujYtSlkCbJvQXpO0YPLRhiENV0xuwKooI1jbqsU4x9Yd/pzsBWEyPYyd38kpi2BPGoOV7XTor2pC5Uo3bSs7yQ/hol4AYQdRU0H9kzcROWjffNdFb9FyrEkNA0425bo2nFnTikQsw5azuXNLsOHvyBdP1a6jUc1Q/A2llrG0IJNzCQ3rJSO65Fh62e1mBR1hQ7ha/xxEGJJNLxG8+gMtBAlbO7lUNtNKWFA+WT/u9xL65M8QQ+yaV1hGN5QMJrnhBYJXvw+hMuhdB4hsHlfJHdaleSLU1zEwviJbmujo/Vd+trwx954IvZz09XdG2STsg368UWEqL5SFyoscZ/nn/dSw3xfD1mG0XQsNRv9ObrnStSB7LeMACEZdppQjIGxZ9Ja4WTYmbFMVCtEbBLS6fv4Gd+66yRa6k+Cmdmls2NYVzoEkbFlMiTlF38txL2BN2sUSgirbImxbm3RPjQS5v1nClyWD1E33vR2TYXvbjjrqKJ577jm++c1vboXhbJwjjjiCI444YtDnhRCce+65nHvuuYMuU1NTk3dFDcY+++zDww8/vNnjHG0cuUcZ35ldxfX/6GJ1t190P7AuJuhMqwETViEKWN3ts6Apw0ETovnHc3lV48stmnu1E6j/NnIiVA7Hgows/Rq5dQtFskAVd2GX/UQ0xegTpCK23o90AKWsTrkSvZqodpPES5To5djYqXTu8TJHIGWfCyvm6NK/Uh0WzV0Dw1AoO/EziAkNdJ75Y9SKDX1K81DvYUgJqTQyVXCx6oTAdQlPnYg9ZTyyM07vz5/C+deZWJHS4aiRI+cSPnwO7oKldJ54DcGKdZsMLRfRMCLr2ApWNQ9NIEm6iMpyrPF1yFXNkPa0wOX7xa+XLUfbpUlmCD5ch6rPhtAnM33PDcdJptBlli1ddJ95M9U/+S5UluG9s1y7o1IZKOv7vhFCYNVV4i9dPSB83bB9sCccipzyJVjxq+09lE0w3DI80E6nsBalJQPz7DaGcAYKUnZYl/8qHxBYjadhTTh0gDCklESEqxB7nYJacrcu+QukFm3sqHZZhcrzjqDhdKATwoK6WUOOpM+HpKtsOeOgghR6P90eqNlXdzH0U1kRKlTgrLKz2+j3XlshLbi53ZvMydJZZi7YMZQb14KdHeu7UB5iN0HDrsGmMpD6OrkF1IRsfKVozmYROQJcBT4QYXSl5pXZFq6UAwSpiBCMj2r3UHPGI5F9PiJymVFZo4AQ+EM4n4v7kkmRUDanShYJUglfsjbj5atjqh0bSwjei6c4f/GarSoMbc0gdcP2Y9ii1JQpU7j77rt588032X///YnFiu9UnHLKKSM2OMPI8PzKJPe+1UPI6iuny7mWejIqXzoH+XtX+X/nfvckvLZei1K58r1lnXqKzviSUl6gUkJT7s5DKYZyAjHKblQUEbGzcTaDXLOGbRhTZlMWsvCkoj0V0J2RG73GzuVGDbaIY2mBqykR4Fi6617SV5Rn88MKOywubHZN2LlhyFh1lVi2TSCzM8GWHnyeD6uacde3IaLaPSXXtJB8/G9EPzETEQlrQSnqQDicP/kRloWwBLge9vTddWe+1q5BX8aeUK//IQSitgLV3jPostgCURYjNGU8sr1bl6bVViI9HxIprYjbFiISQXnZLl62teuW8eVQClkq2H5zEAJ/VRMdJ1+HKIsiW7pAgLQtRCSMPaEeUZl1eUbDqM74yL22YYuQTS9B01+39zC2ElIHlotcDLCdfXyIonSRGyikf4ps9pb0UC0vw35nF4kvxSV22ZI/y9XrR+p1CZx0tYNqI1lQI0YuJL3zPT2GYFOX5QHINFhl4MWzYpQqfr6IwjI+dMfCTeRkqcRqnbfldukHhAArgoqNRTgVQ+omaNg1GEoG0qKeFIvjKXp9SZenc3JzvUQtIRDZqxupdKWGPwouQsptMYg7KkRVyCYRBLS5XtE98YglUFKLcAJ0luYQXislFV2+RAgdfp4KJDFbzznNGQ+pdHSLjz66y22LqCVoyvjcsbyFeXUVW+1m+NYKUjdsP4YtSv3ud7+jsrKSxYsXs3jx4qLnhBBGlBplSKW48dUu4q6iLmrRmZY42TBxAFeqAWJQYcRnLnw8yJ47PL8ymQ86dwNFV1rSnlJIqQWSQBab3C2gLiJoz+hgbncT53OjYL4fNhFbC0eDiVEVjmBMmUXIskj6kvUJn94h+oBzX4T9FxdALCSYVKkPYUmQ/8LsXzYeDQk605K25C7u8DAMC2fGnliTxkLKRWU8cD1UxtOh31viFvIClJeEuD7eu796DYndxxGaMRVn5jRCM/fEmTENa0y1FqkiYWR3L6KyDFFTAUoRdPYM/KCD7vaXcaE82peJle1UOYCIgz2+DhRUz78QYYl8pzflB3R84VJdXlYWQSCQ8V5kZwIyw8jaMmyaaBhRV4n8aEP2AlPkM75UKoO/qonQlPFamEq7iLCD1VC9vUe9y5MPwfZ6t/dQRhibPvEkG4hphbQgFK6B5Hr907KzoehB1g3kQbpNh5OrnBhj6XVFTtBS+jMerhogvuS73PUL70b6ept+b1+XvmwHuq0d5l0Uku4lhraSn9Rlgul2hnRGp2RfngMS/DQy3ZaXAAuRTS8hl8zX21UqWxaodBfI3rWoskngJxA1+6Jq9oOORUMuVTTsXPQvyYs4uryrv4vnb21xOrPOqJAlEAiCrGDjKYWNFlw8tPlxe6LvNQt6+1VVhC3BxEgIhaAp45UUrBKBYkrUodULyEiFHMbVVo8f5JP2cu6qVCDJSIUtBEopBIKQ6LsZXuPYLOtNs6gnNeJB54VsjSB1w/Zj2KLU888/vzXGYdhKLGx2WdrhUR+1cGWxEwogJATeIGnaFn2ClGNp9/iZT7cSdxX1UYtIzCJiC9b06JJAoQa6nSwByWx3Pj/Q2xzscnZHE6TC2diZUmKUJaAmYlEXtbQjzVV0pT28YRosAkX+rk3I0o41x4JpNSHKsmV6SU/qLwzVt1whaV8RtnV2lcEwVIQQCM9DJdOISBjKIlh2NsBcKV16lRWqcoJVUa3tMAhWNxOsbibz1Ku5F8feYzyhmdNwZu6JqC6HaATKoojeFPaUCSjfQ6VcVMrVQpGvXU1BcydWRndsc+Y0EqxtRTa1QzSCCAKwrHwody6jKDx3elFGUfrp1/Q/wiHkurZsJ7/sBWUkrAWvoZQFGjaJmFCHau7M/qYgHAbX07le4RC4PsGGduyKGLIjjjNrGs6cxu06ZgM6m6jnQ52P5CUYnTHAm0PuuM6Vg8Vg989Dz1LdUU+6kGnLl9IJp08gVVYUkqu1CBW4umQvtx2ltFhlx8CpgnRrvsSsT+BLFId3h2Koit0huQEqdsOacR5WtGGbCizW+Hlw0I0Eb1wG8eWllhgYdJ9q6Sv529SZXW49hQ5CB+Q7tyKscJHoViSClk2G5LpseaDdVyKYXAuxSYjxhyH/dnKB48zZZKi7YeehryRPMqEgCDtmiyIXzyG15fyxuVvnRgl9fZL7FOc+uQH5NLjt2kwpms1M6u9vagjbVIdCxP2AVtcb9GiTwPqMR13IpsbRnfg6hnhB4istfAVZkU4/pscilH4+agtiVt8VYMQSdPmKDndHbYBh2B6Yfok7Obncp0jMQvqqyAEF2aYuQtcbZ7LzU0jo3CPoCy6fWhXip2/30JGSTKmysbIXcA1lNklP0pqSJW2tgYJ0dk4KgJitH3N34Os5JysOlXJ9OZZ+TyocC1cqWlOSnsxw7kkMxBb6b+BL7coqC1l5QQp0plTYhl4PKsKCslBxOHBHWjJrTJg540rn9hgMpfAWfoC/ZLUOGM99gG0bEQ5BJIyIOIiwox1Mua6eQQCuj8q4WVeVFqyKsqiy1u+NlsApRfDRBoKPNpB54qW+xy1Ll9OVRRBV5VgNNQjbQmVPfERdJaq5k4rzTkDYNsnfv4Dq6EHFk9DTi4pGsCfW6y6h69oQVWVUXnJSXpBSUur9XrZGj7+9R489lLvwUloAG42CVK7WdwdCTKzHdhz8tJvv1mfVVujyPC/Q+2RbqFSGYFUTVl1V0d/LsP1QmQ59wR+thVBMO3l2uFtLpcieIdkRnQEVpGDlI31d87ykdizl3DnlkxFOhRbq/R6o3gcy7ZBs0uvnSvZyAkpsrBa2CkvMcgJfpKYoswX0zQEVqYVUM1a0YcTCu4cTem6Nn4c6+A7kc8dr8SffEbAgQTQnLgXuFnwWsvNX52KCV8+Fg+/oE5EK36NQDCUma/FLZvpuGGAhJh2F/PCXAxxnqut97fjKdjk07Lws6kmxrDdNrWOXPJ5yLp5HN3SxIe3mBR9ZUNLWP7t2eyHQglC6n9vbEYJJUe2O2pDxSA4hUiCjYIMXIDx9nZcTADYlG0nAUlpo6vZ1rpQFoLSDzBaCsf264GWkzniqCxuZwTB0hv1pufTSSzf6/A033LDZgzGMPA1lNmFbkPEVZSFBNCRI+QoHpU92lBY9xpQJ1iVUfgIu1FscG5pTku4uH0vAh12K8eUhKsOwPhHQkR58Muw/oaeDoWVHjTYE+lral5R0O8VCMLbMJmxbJDzJ2rhPaguKz3OnermXsi39++5VIRSwLhFQF7WIhgRpX+FYFiFLErL03zca0g6pjrSkKiy45OAaU2dtGBZBSxeyo6dfJEiASgWQyhSfqIVs7aYKh3Q2VFkUq6YvaFJ5Wqgi46GkRKWy4dh1lZB2sSc0EDl0Nt7iFfjvfqRFpFJIqUv0un1Ud7ZsyBIQdrDH1emLk/pqkIreR55FtfdgTRmHKo+i1rdBKkOwYj2iuoLQ1AmUnX4c4cPnAH2d/vylqwnSGehK6O2FQ30iiBCoTeaq9EOIPlHOCWlH1/Ca3g6NHUmQEkBtFXZVBdL3s++HLt2zqsq1i62po8+hJhWhKeOpvvm7G+3WaNh25EOwpauFlsTqYrfMDo3KOn2svn9LX7ujysZlHVOBDudONaOwwOuGUAX27CtQKOTL39HB37mSPTtWFFJO9T4oJVEbXkDFP9JiTkEOklJKi1+yr2NdYXj3cDvpFTIwu2rTTiKr/gBk9T7Q+Z5+P3LClFLZ/Cy06JYZYtneYIiQ3n6qheD1i+GQuxF1s/pEUFvnYgqnAhUqL36PvB5U66ulHWd2FFJNmwxSN+z4dLg+nlREnNLnvDkXz9qUi6+gKmTRtKlske2Ak837zfQTpGodmzonRLcf0L4Rd1QpctcWuXK8oZ41lDs239tzDH9tTeQzumxLIJVicjREZaivEkMp3QVvv8oYs6oGdsg0GAZj2KJUT09xaKzv+yxbtoyenh4OPvjgERuYYWSYMy7M9DqHRa0ukypsxpeHWN3jZbswKDypFfOWpA48h+xNJyAagkAJoragMmzRk5HYAlK+YkWXp89FhjmeTd11KExzGA1YQr8XQYmsJgFUhvvK4noyknUJb8SuDUPZpj8TKmzKw9qlkfTh4oNreHBxnBVduutFWUhw4IQIR0+N8fRHKZZ2eHSmJWFbMGtMmEsOruHIPUzNtWFo5NxCmefeGHp2lB+ghIuIObpULkdZBOGEEI4DEQdRUzGwBNC2kV0J7D3GU3H+V3EXLydYuhZv4VLcVxZnA8g3crErFaRdglVNsKoJgJ73VmqhrKEa4bpYEQd2H4dKZVC9aZTr4a1tIXHDL0k/+nciR/8Lvff+P2RPL1Z5FBEOoXK2UtfXc5ZtDz/g3LaKXVW+v3OYSTaXXL6XsKCnFz+e1EIdgB/orollUX3iXFkGyQyyNwWeT/W9FxA5aL/tOnxDAbkQ7K73ITpOC1TBziBKZQ986aMv3dA/lQtBWosh5VmXTpAGPwVeF6Jmv2JR55B7kK+dr11D4SpdspcLKccGt4vgpdP7BB2vBzIRiNajvESxCwhA2Drkm+GJSjnxSqbbEJlOZHI9atmDWgSL1g7ZSSSEhT37Cu1gyrRrQU4WXtbmxPeRmOCk3k5iJcHfToGK3RG1B+ingowWmHJilBUCp0L/Dvr9jdSWdpyFazYZpD6SKJUVNFWQ/SlRyoeeZSi3Gys2TncrNALZiFIXDuFk3U8xW2cepaTCV0rnHint4pkYdZBKafdPdt3R8vUctgRuPzEqJGBi1AEE69LuAPfUUJFo19RwOHNKPd+bOo6z9xibDxZflXK5e0UziUARsiSR7Hve5QVUhCzOnTbW3Aw3DIthi1J33333gMeklFx99dXstttuIzIow8hhCe2SOfPp1ry7ZreqEOvifr6szkNPdpMrQ9TFBF1pRWcqIBVod9XUmhApX2ELENkTj0FiqIaMINtpud92RosgZWe7E5aa822hO97VRHROV1u2RG8kUeg67fKwYGy5Deg7Ei1Jn5++3UNbMkBmu0RPrAhx0cerOWpqOT/4lxoWNru0JQMaymzmjAubLwXDkMm5hby3P9Rle8OhqgyVdItjRDIeKu2iCg8ky0JEHB1wHXbyZYCpx17Efe1dZGs3QVccOuMoz0dMrNfd+nrT2rlV4J4ZDNWb0j+7C8J5HVt39SuPYleVw6QGRMTBW7kB9/qHUK6+OAw6egaKca4PtsyWiAyDQGaD3mydtzVazni3B0JARUx3NcxZTwFS6XzFlKjRZVBCCH0RWRaBzng292uf7Tl6Qz+KQrCT2aylnYJcwEGh4JIVYLw4hGJ9Lh0/CZk2rP2/j9jrZETXe8gNL0C4BhGuwtr7G8h1f9alfOlWLaDExut/J5uKA83dLkhtQMkA3I6sG8nODsUHIZHvzwc/OeTytLx41fmuFr2ywgigHVsq0ILIEJ1E1vh5cPAdBO/fBR2LwI3r98qO6vD3dMuWz3H93XaZLsh0otrfzjqxOkA4+m+SK9sTYf3eVuym31d7kC7DdgTc7iLH2ZCHVSQuqb5/0yc49f0XFDwPZLvXyva3kB/9BuKrIFyFFBYiUmuyrkaYWVUx9i6P8l48hS8lLW6Qz2PK/d13i4X57fpOuv1gQCOh7Ynu+scAQao6ZFHvhOgJ5LDdUYVs7noTojr+o3+w+LTySL7DYZevxb79KmNFHQ4NhqEyIsWelmXxzW9+k1NOOYXTTz99JDZpGEGO3KOM+UePyXfNi7sy39VNkq9QIWILLGFRF9PZRR90+mQC3Qq0zBFEQoKUp0akJapi61SwbCl2VigrJbqFs3lRsZCg11OsTQSkt2J/WAmMK9OCFEBHUotfq7p9xpfbNJTpssyVPT5n/aWN+UcLjtyjjLnjBzkhMxg2Qub5BXSeeTOyvRuVSG1U9ClJe7z495yAE3b6OuFBX4e8jJu9sZ61Zjohgo9ihKbvnnfNWGFHmxVqqxCTx2C7Af6qJujuRfUms90TrE2KVIDOKPJSqN6UFr9XN/VlY8WiWJXlOkQ07WohLe0Wd9oTAquhGtncOfzJyxK6LMXbGZwkm4lSOjNqz4nIpg79mQhkUXiHXNeGbO/BmliP5YSQHfEBuV+G0UM+BPut66Dz3e09nBGk1PGtIN2OCpUhnAotmgpLizvC7gvW9pPaPYXKhpqXQ9l4rMmfRYz7V4JFN2rhpH95WdlkSKyCdDO6lDVMPovKsqFsEnhx5Hv/reeSsgmDlqcx9mDU8oeRi2/XTi0/nW0dVnDHwO/LxCJUrjOyLAfV9R6qYxGifnbfnvcrFbQOfRD53BehZwVEx+hMsXSrFmKGxBAC0PPktpk9/nOCj8h2NVQSZBKkjRjzCdS6P+u5xo5oR6awtBThxbU7LFyLDNchApd8aWZeQNLl4UWikgrId2HMfQ4U/ca/6X2RbQuQ79yig9rDVbpBgApM1tVWwBKCc6eN5ey3V7EqpW82hbI3moPsn29V0qXdDYhZFt5wHdBbiVwH7cLrDwvtjhJCsD7jbbY7akvp8Uof24fWVzKvriLvnqoLh5hVFTM3ww2bxYglkK1Zswbf34VPuEc5R+5RxuFTYtz3Vg/XvdwJShBzBC29EmHprKdVPR5TqhwqIxa+Egj0dVzSU5Q5FtURi8QorLseCexs7XYpMarMEYyJ2VgCujKSpt5g2Nfrm8v63gAhBJVh2NCrM70Kg+ZjjmBSSLAuEXDjq10cPsV8GRiGj5KS+I2/RMV7UZ7fdwd6S5RjlT2ggn4OiqKPp+r74fmoeBLZ1IFc09wnMoUdxIZORF0l1sQGQntPQq1rA1Wr1067KC/QglJ5DNXUrt04ShW9xMDx0SdA5fKphM6nErEIVm0lRBwtnKRdlOchU5mNbLAfhfUArt8XDFdoER3OtdnOQDKDXNeW3W9VUJpEtrNhCNIZ5Ir1qOoKQntMoPyMz+dzvwyjD2v8POS0E1FvXL69hzIEBinSEaFB8rBC9DmmsgdrqkW7pEC7m2LjkUvma7HBjuifeYdMSpeW9a5FLv81llMJPctLB5qHK1HRBu02ItvNriCLSoep+5BcD2WTBi9P63yX4JkvQNd7Be41BTjZOT23RlYQ7l2vXUa5UkEldZbT7Cv137ZEqSCxcXm3DyrQAlemaxh/h34C2WAIKys+5X5m/20V/G6FwIpqQS3TDg0HQWIlKlytt5HpypYbenmRSb18FsHUL2NP+ULBeAp/jhxKKVSQQS77uc4Yi9Tq1/GTuqQzNt5kXW0F5tVVMDbi0Ob6+lQEXekRtfTRnJYKLwiG737eSthZQaqQCttibFi7o9rcYWZZjiACWNab4a3uZEnBqb97ymDYXIYtSvUPMldK0draygsvvMDxxx8/YgMzbB0eXdpLytdup+ZeqUUYpW/kK6WFj8qIQ8jqi//wJcQzktbkzidI5faxvxglgKqIoC5q4yvoSAfE3W1/9ZjxFSu7PWK2QCqYVNknSOXHKgR1UYulHR4Lm13jlDIMG2/hB/hLVyPKotAZ1yf9Q82TGi6Fd5kLD6mQrd0yPb19AW6CPuGoJ4Fc04IYV4Nq7sbaYxx2bSXUVOpSwMoYAoHcfRxyTQv0pnXgcMaF3jQkM0MYm9IOrozbNzRLaEdVWQQrEoaqCi2gpV1UOlPsAitcRwhdMgi6VWfI1m1uQpYWqRTaRSbVruOgsgSkSvwdso45q7YKbAu5oV072ja0Eb/hIVKP/o3KS04yIeejEKUkas2fsq6V0fo5zjV1H+Q7XNjZMPF+x7JlF2TCWYDQ2UVut3YW2VlxyuvVQk1ipX4NO5wVeDy9bMUekG5GLv9VUVj3AOyYfo3YWF0SZ9lgx/oEqFwH0MGKz6SnhbIgnXUTFfxNlI8+5S9YVwEqDdLW4g5Z12rvOoLXL0HtdVJxqaCS2nXV+T7ItA53z2dJlfq+KBABhaXHg9VPbLL0fuZ/t/v+Hv1REpTI/vS04GdFtFDmp6D9TcTU/0C1L4TEGh1G73WUGJNCLb6VwE9iT/tqweZ9/Xf1U/pnNjNM+SkIsg64bOdFlVum4KcasG6y72+Rw8/m8vauhugYRNmEbZ51tSuwqCdFm+sztUwfa7k8KQWsTLrY6FwltZ1LNnJHSOE1iADGRUKELYsNGY/UdnJH5VDAb9d38OeWbhorTGmeYesxbFHqvffeK/rdsizq6uq45JJL+NKXvjRiAzOMPAubXd5uyZBwJYq+UjVFNnsWHWKe9HSWlGML0p7CEor1iYBAgWOBOzqcrltETozqP9dbBXlRSV+xoXfrlugNRu4eYs5sokJQERbUxeySy0dDgs60pG0nFA4NWx/Z1q0zlcqj+qCwBrnoGSly11U58SbIOhGEQvWmBxmkAumj1rWDUggru14g8y4rZdsoWyBTGYRSiHCIUHWFfkE30F0A3WzOVSqtxa9NdcOTSncbLOw4aFsQCWOVRaG2Mtv5yesr+8uNDRCWhQqLPpEvKHYJCMdGWQIy2+9O6Daj/4Tbzzkm27v7HFQSRHU5wrbxFi2n88ybqZ1/oRGmRhudiyG+HCJjIL1he49mI2zkGFeBFmWEXSAgZPtThcrAqcyWf2WywkwvonZ/xOTP6nK6SI0WaIJUVngh68DIOpBkWmcupZrQwlZGl7yVGqOwwAohwiUu+lQu127gviilXVwopR04QWtWxCrYdn7fcg/mxP+sOKS8bIfBSZBq1vtGCMKVkNyQ3Zesu8Ry9L5aEb2dnJBUKCoV/p7H6nvd/vlL0s12Ncy601TQ1+UwL3ha2f8CvR92VC8rA3C7UMkNUD0d2haUEKSK910tuQd/1e+10Baktn0umtsNZRO2KOvKUJrCDnyFzp4ePyDIft9v70uZUo2dYpZgXMShN5CsSbkbm7W2KelAIVXAW929nL94DbfM2M0IU4YRZ9ii1EMPPbQ1xmHYBjQlPDpSOk/KyVWSUGxcDiR4UhFDELEFSkFbUpLyskHn/b4xN3H/cdSR29/+10aOBQ0xm1gI4h6s6vG3S4d1AYRtfd0asQUTKmwCCUlfBzRmfEWsRJvbtK8I232dAA2G4WA1VCNyrh1L6FDurUEoe5EUsvtuEeayCnxfO4cKHVqlJpbsCaVKu1DRzzIeBBBPa0Gqqoxg+brsRZqDCNnZgHUHq7oCUV8NUUeXK/ZmkFnhiYy7aZdYICGZRiYLBDTbQkQjWFXlML4WlXYRiTTK97VLq9Q2/UB3+cu1+dxRJtLNIVey1x9V8Lzr6/fCCen3SypERQRrUgNyXRvxG39J+PA5Jl9qFKEyHdmSNZ/R+yHexJhUkL1CzU1Kli6rcsryTiUVbdAuJL8Xe84PEXscj2r6ezbsvFsLTzmBBSvrPMrl3QU6W0oJKBsHqWaUHS0qwVNKaZeNU6ldN+GaTTxfXVzCl3Px2BH9Wpk2+tT/3Hugit1TIpt1Z0f0WO0YVExGOFUoYetSwlCFFtEiDTpgXAwyNyqpt5sL+5aeDmjPC0/Zf2P1PbZZrW0KAuhTJUTQ5cO5RlGQat6MMWwJIis8RqBiin4oyGghMlK3jcey89K/A18OV6rtLkaBPir7f/rHhG3KbJsW1yc5SnKuABz6wtf9bBzBHctbmFdXYeJCDCPKsEWpU045hbvuuouqqqqixxOJBGeffTYPPvjgiA3OMHI8vzLJJS905GuW3WxTKDvrvC4UprpSAR0pSSwEp+xfyd/Xpnm7Rd9BEkqHoGeys2mpabPQgTUa6C+8FRILCepjFrYl6ErL/8/em8dJUtf3/8/Pp6r67rlnZ2YPdmGXU1zAlShkBb5IQqK/RJF81QQ1Jn4VEaKJJ1ETMaKsKEYTkwBG4y0mnknEYJQoGAUVwRXlXNj7mHum7zo+n98fn+qe7pmemZ7dmZ3Z3Xo+Hrsz011d/anq6jpe9Xq/3hwsqGUbt4Wp9vG1WYdrMjbZuERpTSkfMJCx2J8PWGOLGSero2XF5t4Y5/XFlmn0EccyznmnYZ9+Et72HUYQcGdxKx3xG4Wik+dPBZRX0ZjHW7GqS1PiJbraGspZtdaoUdOtLfP2P2L8mltQY5OIdMLcTD80OlUqFzed+JACYVnIVBw6MrXvlvYDkyFVLJtgdqXNRdxs2Q6BQhdMkDojE2Yejo1IxJDphOlOKKRxXZVdcN2woxdT816J3R+OFCnAssJQ82lHjGopp8AIlV5Q55yj1qFPCIHsyuI/thvvwcejTnwrCJ3fDX6+sSx3RVF/BhAKAlqFj1lT+6HkKiPKFHabSeNdM8XPoIzoPBux4QqEkKj8buOg0oTzqW7foSgjrNBVZNXCxkXP+eh9d0HxIHp69z0ng6yWzJUOomPTn8/O8rxnspPsBKRPAqcd4sXQ+RMK3lX3koxPPVYjLJ+LtYG00e4ElIaNM8ovTjmZNIA/tf5q6/E4RDrGhWUlzU87hbCSxuEW/l39XVhJM52dMp+BlULY1dcm0VYS9dD7IPe02c6EMKV7wjKirjuO6DgTOs9e7qU+bqjvwJeQYTdXrZmYJbD7aFGrgqh7LCYEA3GHklLsXkZ3lGDKg1jFFmCH50QCja81roLH8yW2T5aiLKmIRWXBotRPfvITPG/mSXmlUuGBBx5YlEFFLC537yxy9V1DDBenLgiqO0Wlp9xOVYbLGoEmYcOXHy2wLitpjwuyjiQVk6RswWAh4EAhmJHFJJkpdC0XzXb+VbIxkxflKSPoFJepJ2zKDssmqyKfNkJZf9rCkjBZUfhK40h43Tlt3PLTcfblA7oSkoQtKPtm/G0xwfXP7YjuWkQcFkJKste/grGrPwTFJRKkLAvrpD6Cp/aHpXh1pz6WDMu4Wrw72JGBibyZ10A3aI0uVtCFMqIrW8sf6rztbeS2fR7/sd1o30N2ZlGeb4LQPQ+dCxAxB1UOBSINOLbpyBdzzM/OrHGR9XXS/s5XUr7vVxRv/QbkSqbkca47mp5vSgbrGxPGHEQqDu0phAatTAmhdn2TtySoE3GWey96hAhMa1cNePN8ttX16E85IYKdB1GdWaz2DDrhoMdyqOGJpRxxxALQWqH23hkKPSuwdNxuC8VeHxJ9Zpx+HsqjoF0gmNoPBRUjJMW7zfZaPjRTFLIzyDOvRQhpln3PnZiMJMVUMU5dKLr2wcpA4ENpHyDRe/5zyilUGQ1L4GxEx5nIM69F9m9FdG5GPf4JdG6nEbMsB9H7XORpfwo9z0a0n4He8XkohLlJQkJ2g3FHaQ3eeJizVAxdUWrKwVQvJDWIxMf4vgag2rWwuj22Wo6X2YB81nsRdsoIS1YCIZ3FHBWc+irTfa88ZMortUIrz5R01m1XEYtDtQPfWx7ew8GKT4djobSm3Oo5xhLQzEfa5VhkLMmQt3TuqFb8q5aA9QkHT8O+slczHFh11xRCCCw0ntaUlGbUXakZghHHKi2LUo8++mjt9yeffJKhoaHa30op7r33Xvr6+hZ3dBFHjNKabfeNk3M1/WlJ3lMzytKa7QY1UPLBDQJGS4E5R/MDujVoLcjEBSfbFgVPM1lR9GdsJsoB4xW97JlTs4lRApMX1R6XFDzN/rw/73XSYmNVb1AKU57XmZB84nd7uOGH4zw+4tGXlgRacLDgU/G1yZPS0JGQbOq0ue3yXrbdN85jox5jZUXMEmzujXH9czu4dEN0xyLi8KmKOGNvuIXgsd2LPn/Z04byfEQ2hUgnTF7toTHjPJIC0Zk1XfBayVYanTRfpHyJ4PE94YMCYjb2yQMNyxS75Dy8Bx9HDU8ge9qxz9lE8Z//g9z7PoOuuFi9nfh7B40Yp/WUkESpNlvR2UbXP70FYVtU/ut+RE8HorcDoTRaKXTZM5lTrmeCzz1/drHK9cx01O2jUglENgmphMkNDhRCayNUud7Shc4vOWIqt2suqgF60ym76AMj+IdGIRFHZpLInvYlGWnEYTD2sOkm57SH5WIrjKAC6X4oj4BfMM6VyigmA8kJhbTwe+qOQ8dZWOe+G2Cq45w7MUM0AqaytJKroDxs5lPNN6qGIwhp1o03ZkLREz3GXRNUwCua5zufgUh0g5VA7fom6qkvgVdA+wXzfFACP4cu/S/B/u+Zv49ZAUk0BphXhUwrGZb8tdCMArtOBA0/u8wGqIxBrN04lcDcZMg9yfzrSkJlDKFcRPLkBS3NQpA9W+CZbzFh9/ndZrzNtquIReOi7iy3nL2Oj+0Y5PF8iUlf1W6kW5it52h+k+rfyxbQH3dwlWZvnQi0VO9bL0x12pI2S7Lf9fG0EQLWJ2NkbItJP6gvYma6TCow601iSiQjIhaTlreoF7/4xQhhLJB//Md/POP5RCLBu9/97kUdXMSR8+Ahl8dGPboTkqQjcCQLykoK9FRXCE/B3rw5iajm0wIkLLj63Czf2Vnm+7tKteeP9mnTbGKULaAraZFyYLKi2TXpt1QhtBQIUXVC2WRjgn35gI/8ZJIbL+rimruGOFRQ5D2T+1UVsGQYw3PNd4a57fJe/utlAzx4yGW4GNCTsjivLxY5pCIWhfilW0i/4Qom/+LvTNnVIgarqZFJGMthre9HtqXRhTK+Gq2VbemhiYUFrNdqcjVYFrK/G9mWItg71BCKLaScUe6Vef0VOKedVHNRiZiNLkuwTJkYmSSUXFSxjMym6PzUXxL/P89i5Hfegtp1CLmmx8yo4iEc2whqhQrWSX3Izgz+0wfR+aJx9oxOmjGW3dmFqmIZPc2hpuMOIhmHsHsQgYKKCVNv2VG23Gi9OIKa0ibDS2vUWG7+6SOOCroyatw4XoEVmSelK0YAQBuHFAAiFI8AbRtxQ8bNY04HJPsRQQl51p+hJx6DygggIdaOHnkQ/+A94BdCF1MxzGRKGEFFe6EbSVMTTGrvi3EwTae4e6WttToW4zMNcy6T/RDLTD2sFOSfNr/Hukx+VdMCoirh5bEQYQmcZZxtfh5WXwo7vxa6w+o6Dzrtzdd5w9jMMmp3YhFCxueeg+x5NqJ7C+R2oJWLzJ4CHWdEDqkl5KLuLFpr3v/4QYp1TVSqwspS3+5p9g3K2pJOx2LEDSgcpewoDcREuNxCUALabYtCoIhLiSUESmsCpRtiHpvNR2vYkIqzua1Zs4aIiMOnZVHqe9/7HlprLrvsMv7t3/6Nrq6pQD7Hceju7sayopDllcZwMcANNPGkRGsQ9V2fOPzTjeqOKWFB3JLc/oscL9yY4vu7SkhMnrFSpgP6UjObGBW3BF0JiS1hvKIYLC7/qd9A2qI3ZdVya7oSksdGPToTFv90eS8v+8YhAm2uzTWQdBoFrG33jXPJ+iRb+mdpKR0RcYTELnhGmP3km9KrRbBoi5529FgOfEWw8wAM9KBjdmPOkNYme2UhJ2mBgkTMlL9N5BF9nS2HYk93UQVPH6D41e8TPL7HlAHGHOLnn1krBXQfeBT/sd3I7rapTLdEmOHmBeD7BL/cQdtXbkRYEjWWIxibJP+hLyE7syarq1AiGJ5AD42bTnNz5VtUPPR011giZhxVjgNotB8gqkLVSiz1my0n63APPnGH/M1frImNEctMrMMEbGvVGKB92FS7qYi63+XUHTDN1PMNj9W9foYvILQbN/z0w6fDzpuBC0EOBocI7rz4CJfhaBIKbHY10yhpBJnyiHFjVYPNY+2I7vMQ2Y2NmUhWAp3fhd7336aMzC9DUACZhGQ3WCnI75rmYGr2GdH879Q6OPkKePrrEBQxYerxcH0XIbU2FK4nwU4z1aUvoOGSWAjjbEOExwsBqf5wPh3I7EZUvCcUBkNRUCiId4ETdl+tzqc21vC9pANOFpE+KRzDtOWpva7+8eqP+ueZNo2YNq35RQCkBsxN/qYdGCMWk3tGcrz1V3vJ+Yq0JZn0Ve164Wj4j+sPcxLoi5uy0H1lb0b8yVIigd64DQjefdoAPTGbrpjNhOfzd08N8UShzLivsYF2x8JVGlcpPK2xhDACntZ4GhJS8M7T+qOb4RGLTsui1Jo1a4DGMr6IlU9PyiJmCSq+6TjhhflEgW4tT3g+HEtwcofFvrzi3j1lMjFBoE03uKXc4U875Wwg7RgxKtAwVlaU/JVxsWYJI4711nXIS9iCsbKquZ7SjqA9bmNJgS0hVRdqXhWwHjzkRqJUxJIR23IGztkn4z30hNlJHIkw5diIk1ZBsc4lpAKCPYNG0Jnu+JHCWAMX4gTSRsXVxTLBgRFIxRGpOP6ju+YNxZ7uokq97vcbSv2c806riR9qeALteoh4W/OZJWLosRx6dJL45c8xQ1OK0u3/gffQk8gN/ch4DKuvC9WeQbSlw0EIRMxGjeWMUFWaIwel7BoBqrYAwjiq2tMml0tp002wWva33MwmlB3mLlm2p1sKO9dKzfo5Riw22pRTxTtpKF2re9qEp9UfsesEIqgTi9TMnzoUjo75UO1q6ZqgFoCONAJZ59mI9BpT4mfXB2dP/RRWwogm1UBtKwFWvMl2bQKdye1AezmE0wbZU8x5hJgulgjo+030KX8I+adR44+hd37VdPizYkb0cbKmhPEwCozEmVdjnfR7qO4tqKe+bDKwdGCEoo6zkBtfhs7vRT96q+nUB9TkAmGFJ6k+jduJbf7W0mRGtZ+Kym4ygpSqgLbMcUQF1ELZa2KpnFoHOsziIoFInYrouyByLB1HKK15aKLIex7Zz5gX0GlL9laWLwMpKQWr4jZjnmJyEcvxq0l286GAYqA5py3JH6zubBCUntedZftkiVHXrwlVb/3VXkbdgIpSeErXvoUJKbj+tH4u6ZnlPCgi4gg47ILQJ598kv37988IPX/+859/xIOKWDzO64txepfD9iGXrCNMjq8w9k030Id9ilcVhUq+puQbwWR/PiBhSzrjAi0Ew8WA4ZI5kZEczinN7O/bLC+qLS7piEtKvuZgITjqeVFzYQnzr+SZYPLupDk5LfuamCXoSVkMF82Ye1Ky6R2IegErImKpEFLSfvMbGH3l+1DD42E3BDG/ij3dpBCW4um9QzNzorQ2od6114YvEsK0oHTV7NefQhgrZtVl5Pq1C161P8y1sSRYFpXv/mxBndqalfpVkT3tJvC84kGyiShcdhExpyHzqD5AXu08CF3ZmngV7B6EuINz+jpEVztydQ/B/mEz/7Ibdv6rmM5/s53EhmWB04UqEjFER8YEputQqKp4R1eoql4szyYwVp0GC3B46SAAX80Zdl65+4GpcHvXQ8Qc7NNPqjneIhYRd9yUvgVlcMeYEaR9zBIKSDJmcqDi3SYEu9qNzQ7/uRPooZ8ZgaP6PBgxx07C2hfAvu+AkzZ/TydwIShhnfsuRPupNDpsxDQHWBPXTsN5wpToJAAyJ4U3tBq79VbRWsH4o2h3DBHrgL7fxOr7TYKh+9GjD5tlUmHOHtXue9Wzr1DUaRCLYEpwBOwkMtWPcNJY/b+J7LsAxh5GV0YR8S4jxAmJUt8ncEdr4d+oCpQGzbKoOkFqOu4YJFYhN/6h6WxX3Edj2L6ccu9VOw8qf0oMlI75Z6eRp/5xJEgdByit2T5Z4gfDOb51aILdJZcR10eCEYI0xKXAVUt307yZCbg3ZuMI2F/28RbZ0byQ5bCAN21cNeP6Qgoxo4teNYvriUKZUqCQAtYn47zrtH4ujgSpiCViwaLUnj17uPbaa3n88cdrLTaB2kHvkUceWdwRRhwRUgje/twO/vRbgxwqBMYpDfjq8AUpqHMpaRM7k4mZz38gY7E/H7AmI+lJypooNZc+VD3FUnV/NxOdmolRUpjw8owjyLmaPbnly4uai/psrr2TPiMlQX/KYtLTbO6NcV5fjAcPuTVXW9KZeRJZL2BFRCwl8Uu30PW5v2Lyps/hP/wUuuKivcAISdPL6yxphCSlTcB39ftnW+b3VoLLdShIKT31+2wnb054J7wqSjWbLlCgNPmPf43Y+WcuihjhnHca9ukn4W3fgVzT03Chp7VGjeZwNm/EOe+0htfN6AI4ljMOso6MEYykhIm8cXrt2Ae2hbBtyKYQq3uQ43lT+lfxUOUWhapSBV0v+kmBiMegI4uwTOcwE6K+hI4qFZZWur75ffqOXcOsF5yzILwAEY/NGnZeufsBxq7+EDpXNGWW8TaoeHjbdzTkjEUsDiLehens5q0AHWq6aFPnihFySpgQYXyvtCHZZ8SkwAN3BIQNydVgx01ekZcDK4V8xhuR3edNKx0081VDD6Ce+DQUdpr5SAvRdgby1D9FrPoNgvFfmmyqxKqa9g7aiEKlg4j20xE9W46qKKIO/nAqyF15RpzJbkSue4EpySztC0sy60LFq24jpxNiaSgeYsrVVj0mhOV58U6zeuJTMR9CSHTn2YiqMDX2sPk73mXeX0iEk0b74WXJDEGqur+tluJJ5Pk3Qe5pGP91qJXZdWJZKJDKODgZxNlvRu/8iilH1Np02Gs/NQoZP064ZyTHx3YM8vBkkTHPNGeyxdT1RbVgonyE1z7zUT/vmBD0xx1yQcCQu/w3k4MFLPlF3Vm2dmUaHFSb25JRyV7EkrJgUer9738/a9eu5dOf/jTPf/7z+cpXvsLY2Bgf/OAHecc73rEUY4w4Au7eWeTm+8apBNqU1NWJI83En4VSNS1UBZP/d04b2348xlPjPpbQLb1HvdgkQ0dR1eU0mxhlS+hOWCRsGK9odk0u/w6/VQRQ9DRPTfj0py2uf24HUogGV9saW8y46B0tq5qAFRGx1MQv3ULPtM513v5hxl/5PihWIAggZiOkNDcn/DpBSmCcMgsRPLSefXrHMiKMxghf1iwXcPWOLilQFXfebKlWEVKSefsfMfanNxE8fQDZkTHCUtlFjeYQbSmy17+i6fs06wKoxnKMX3MLat8wsiuLcr2amKYDhVzVgX5qP6pYDssoHUQihkgnkN1tRqhyPVTJNUHplTmC1JU2IlWpMrUvtaQRqtKJUKjCdAV0fai02Ep9PgIVOt/qy7emIQDbNp/rXAiBcn3imzfNEP7AlOzltn3eCFL1omEy3lLOWFTydxh0ng2p1TD5xBHMpF7okXU/6/9Vy90ss18RlhEg5BynsLpOmKg5uOp+V55xKmkJxd1GBEmvRagSuEUjGOsAJp9AP/JxuOQLTYUjq+85yFXnN3UBAchTX03w0+tNOV2sI8xUqhiXmZ1Bnv7aoy5IBT+9Hrw8xMPxVMZg6D7Uof8NRahqGWY1n0mY9YQ2AqTTAda46QQoHSNYSQfSa0EmoHwI0X6m2T7q3ne6ECbaNiHOuAbRtgk9/gjaShi3mXQgqN8fhK419JSIZmcQTpZgxxdC8SkWCo5O42cubUAisxsQv/Xvs35OEccu94zkeMvDe5j0AorhMdAW4c1gGoqJl0SQanad0+lYpC3JIdejsgLulJutXPCxHYNs7cq0JC41c1BFRCwlCxalHnzwQT7zmc/Q1dWFlBIhBM9+9rN585vfzI033sg3vvGNJRjmTG6//XZuueUWXvWqV/Gud70LgEqlwrZt27jzzjtxXZetW7fynve8h56entrr9u/fzw033MD9999PKpXixS9+MW95y1uw7alVcf/997Nt2zaeeOIJBgYGuOaaa3jJS15yVJZrMbl7Z5Gr7xoi52q6E6a07UA+IOeZHeRi7CZjlunYMFhQ9KctvvZojpyrGK+0Pvf6+19qmgI1fS4JS9CVlMgwn+nQCggvXwhVR5gM7+D0py0uWW9s/VIIrn9uB1ffNcS+fEBXQpKwTYnfaFnRFhM1AasVlNZRl76II2JmOdujWO0Z6MgQHBwFX6Ht0NVUf+IVjxmRYbFOxrxgqsRP07wr4PQzQyGw0omWMohaoXL3A+Rv/qIJIC+UCCYLsG8Y2ZHBOWdT0/Kw+YSOegcVBdO5lLiDtboHYVn4ZdeIOoGGimsca/VvEI8ZoSqbQvZ2GHdaxUOVyqakb66Of4EyHf+K5UahKhGDdJsRqgBc3wheFW9BpXaA2QYc24wrCGZuD45lBMZWMsssiexum1X48x58fGYQfYgQpqvibNtCVPJ3eAghkc96H+q+N4NQRmipZSZZU4KStJgSmuodS7NQXwZYzZSqz5hS3tTv9blT1D3WCu64GQ8Ckn0IyzE5RdXlA3SszQgpYw9D1+ZZ1wNdm5t2q5L9W+H8bVOCjDsB0kZ0nHnUXTpaK9Qj/2AEqVS/qXbw8lAemlpnOjCCX7VML9FtcqWUbzKh/CJ4E6assbDPrC9hme56CCgfMmLbmdfWBJ+mQlhQMULUz96J3PQKdH6PCVuPdZhSviDcHyJCYSncFqQNqQHwi+iRB6F0iKmA9OpL5JS4FlRMJle8a87PKeLYRGnNx3YMkvMVHY7FhK+ww4gSibkRv9RJUvVHNUtAf8yhojV7y8uf61h1iqUsSW/M5olCme2TpUhsiliRLFiUUkqRTpuA1s7OTgYHBznllFNYs2YNTz/99KIPsBnbt2/njjvu4PTTT294/AMf+AA/+MEP+OhHP0o2m+V973sf1113HXfccQcAQRBw9dVX09PTwx133MHg4CDveMc7cByHN7/5zYApT7z66qt5+ctfzoc//GF+/OMf8+53v5ve3l6e97znHZXlm49WxAalNdvuGyfnatpigr35wDilFjlnyfU1T4z6IGCionhibOHXLe1xQa6i0aHJodkQM46gK2Hha72iwssXSm9S0pawsCWgNUMl1RBcfumGFLdd3su2+8Z5bNRjrKyIWYLNvTGuf24Hl25o7UBy985ibR5uYFxsp3c5C5pHRMR0GkrY1q1CHxgxHeLqcoNEKo5c00vw9IHmM6nmRiEW7qRqmA9TJX9ALVBZyrD9p0ZbEsrlOTOIWqFaFqYmC8h0ApFJIMoeqlCGmEPm7X80Q7xoReiIX7oF56JzKN3xXfydhyh/+bv4h8YQ2RR60rg10KKWzzVzYKFQVV08y0KeMoBwPURbGtHfBbaFzpfRpYoRoVxvdrEwUOhCGQp1QpVtIeIxRFfSzAuN8AK0G3YHnM/hNNfzgTa3cFvYndubN9LxoWtnFYlaDaKfvi1EJX9Hhuz/TVR6NbijphQOwu02mCqlqolJ7jTXUkCDq6U+p2hJEcaR43Sazm9BaXbXlRU32VGV0cMWM2T/VkTfhcvv0hl72Ahj8Y6p+I3SYChEOZjsKI+aEKQ8IyQlehG2QLPWZDf5BSNcxdrC11pGrGoitjUTwgCwk8YZVTqIPvgD5Pk3oR/5x9BJ5VL1dhiXljI/rQQkV4VCZ93nJexw3PY0sTN8bbK/wbXVDK3V8n8+EQtm+2SJJwplOh0LT2tzfKp7vtUg8IXSLCc3Y0u6HIthd8qxtdwIwJaCvrhDXArGfc3oInRUjohYChYsSp166qk89thjrFu3jnPOOYd//ud/xnEc/vVf/5V169YtxRgbKBQKvO1tb+PGG2/kn/7pn2qP53I5vvrVr/LhD3+YCy64ADAi1Qte8AIeeughzj33XH74wx/y5JNP8i//8i/09PRw5pln8qY3vYkPf/jDXHfddcRiMe644w7Wrl3L9ddfD8DGjRt54IEH+PSnP70iRKm5xIZL1idrYtVQMeCR4QoC2DkRoLSxs07fFR1pCZ+vIWWbaxw3mKrbXgiTrukMOH0gAiNYdSQsE15e9FkBZdlHRCnQrIsLtIaCp8lVFD/eW24QFi/dkOKS9UkeOFjh/v0V0PCcNfGWO+5Nd8jFk5KKr9k+5HL1XUPcdnlvJExFtEQzp0/2+lcw+qr3oXYfClVkNSUYWRLR2YY6ONpcnRbClPxZ0mRUgXHRtNKNxjah3cQcMw9AZJKowXEz36pIJUU4JhCBgmnh44ezDnLbPo8amUD7AcFYzpT2hIHiulAif/MXiV+6pebgaVXomC5coTTkS/hP7Te3XP2gtXUDIMA5ZyM999/O5Fv/geKnvoU6NAZCGDdVIobobjdOKK3RZeP40qVKmAU2y87bD9B+CV11cgHathCJGLI9bT4PYcaqK14olDUKlbOiFFSmTRd3jLurOh7bQqQSdNz6VuLnn9V0NlopgqExI6qN59EdGUTJRfsBwrYgFW8aRH+kJX8RGAdRaT+UhqiVxy1/wNQcCFP+lRpAOBm0l4LcU1A6hHayM0PBg4oRW+rykQ7rXVeAS0dXRo3QZIXnEkHJBIsLeyonS4O53A7dbqpiguztpFlviV6szddDohsR70J3nIUY//XsYs40IaweIQQ61oGefBIr1g6XfAHGHkaVh1EPfwTyeyHWHjqkQjdU4IM3Bl1nG/nBnTTLVBU5EaHTi1AwE8iNV80pMM1WWhjlTa18Rl0fT2nijjDaJQKNRmmNP8tN7iOlPgO3+ndfzEYIwb6yV4tIWQkIAWvjNlLAqGtyhTucKJc2YmWyYFHqmmuuoVQyJ6dvfOMbufrqq7nqqqvo6Ojgb//2bxd9gNP5m7/5Gy6++GIuvPDCBlHq4YcfxvM8LrzwwtpjGzduZPXq1TVR6qGHHuK0005rKOfbunUrN9xwA08++SRnnXUWDz30UE3Uqp/mAx/4wKxjcl0X152yfOfz+cVY1BnMJTa88j8PMZCxGSoq3EBT8jUT0072lV6cU8X6Ow8S6ElKDhYUtjRNs1qlGv8y/aZ93IKOuCRVDS+f9FfUTr4eQXjt2OL48uHymK6FGqXh/T8e49+fLNRcTEprbn9wktt/McmBfIDWmrgtW3I61Tvk1mSs2klg0hGssQX78gHb7hvnkvVRYOFK52jtV2ZjNqdP/PLfmNqR6DArqPp3oFD7hsLw8/Dudf0X3JIgBVopk0EF0NsOh8bmL/XzTYYVno9oS2FvGCDYedCIGGW3JlTpaveFZBxVrBA7p3kGUat4Dz6O94sn0fmSWVa7WhqiTUaTEHi/eLJWFtaq0KGVYvyaW2rCFbEsTBRgsgAT+YXvrGMObR+8Bvf7D1L62g/QUiC629AjE0Z8qhOVavlUybjJxoo5aD8wbqpCyZT+1WeETccP0PmSWSdVbAuRiCPSSWR3u3GphV3/dFWoms9VJQVy7SqkY9cEJZ1w0AdH0aO5pi+pbaeP7kJNFGB4IqyPrgu+TsQQtkXs2Wc0bAtHUvJ3LLOY+xZdGTWB4Hr5S1VaQ5puek7G/GknjQMnKINfAmfq+Kq1Bncc0XHmvE6bY4FaqHhY0oYKpjKjIPy+i6n9etWJqvyGdSE2XFETeQTMKbbNEMKmU+dEk6FwZwFCxsKSvwmTF1UaNwKZDsz+N78X/fDfTeVfiTDbqpp7VZt/BjIbZl0nc5UWBj+9Hs7fFglTLbIc5yxdMRtHCipKk5SCuBQUw87ii33ZUHVH1c83IQWr4jbjnmLSXzkOJBtTwhhozcGK6foXaHCk4P2PH+BNG/u4qDu73MOMiGhgwaJUvVto/fr1/Nd//Rfj4+O0t7c3bTu7mHzrW9/i17/+NV/5yldmPDc8PIzjOLS1NVr3u7u7GRoaqk1TL0gBtb/nmyafz1Mul0kkEjPe+7bbbuPjH//44S9YC8wlNrQpzVPjAcNFl02dNq4UDBcb767P5og6nJ12/ZwVcLCojCjTwsxkOBDFzGvQbEywoc2mMy54ZNRn58RCekUsHwsZowYGiwor/KqkbOhKiJqL6fXntvGlR/L84pBby55K2oKE3ZrT6cFDLo+NenQnZNOLrK6E5LFRr6FkMGJlcjT2K7Mxl9On8sPtRtA4qQ+965DZqJ0wv6PaoSBQYClTSqfq9hhVB4zGCCPJOEKDajV7yjMtve01vbTd+FrGr7kF4Xq1/CQtp0o+hG0h29OzZhDVM1f2UzA4hho37iicqX0vQqAdAV6AGs8RDI6ZIbYidDy6i8l3f6ImXOlcEbVn0JTX1dv+64PbZ8OSEHeQmRTe43vI/dU/o8dzZnyUmr/e9Uz53WRhan0lYka8ySSRPR1mvkGALpRNmeJcHf8gFKqK6Hxx6rHQUWXEryw65iA8k1Glw0D1BleV0uB6iI7M1EVusTyr2236dioDhdo/PNXNIxae4uRLaFsSv/w3GraFwy35O9ZZzH2LiHc1fsdXFGFoup0BPzeVM1QZQdtJhJMxbp3kKpOXVB5Ci1Uzw8jr8pGOaTrPbgwVl9UA+TA/irBbXa2jYrjMOjB5T4exLmYIYdOZxYlWzeIKHrox7K6nzednp0zuVHGv2e4Sq0zpqGpS+ikcEBbqZ+9ENBGXWiktDH79cXAyRpCLyvrmZDnOWTa3JTk1neDXuRL9cZvemMXOkloyQaqeHsciLgUHykb0WUlojKgeYDoOVm+g98Zsfp0r85aH93DL2esiYSpiRbFgUaoZHR0dizGbOTlw4ADvf//7+dSnPkU8vrIupq+++mr+5E/+pPZ3Pp/n4osvXtT3mE1s0FpzsBCEv4NCcKjoH3ld3gJopaTOmsUVBZCwBesyEkvAvrzPr0f0inVGQeOqrS7XQld3oCEmoSth4ypBZxwO5gP+6t7RWpOxuDQ/S775jE9qs5l09ZxOp+FigBto4snmJ00JWzBWVjNEy4iVx9HYrzRjLqeP6MzA0BhaYNxNWkPc2Na1ElOiFDQPr9Ya0ZbGPu0ksn/zGvIf+hLuDx5cwOAAKUi99vdIXHY+6de/iNwHPmdEDaXNhYkA0Z4h9uwzWgqqniv7KXbJebg/e9SIMdJqKjJpKYxDbMQIFy0JHYNjBE/tR/Z2oHNFgt2Hwu6C0/YiWhvHWTOHkSXCvCmJGOhGj+bIvedT6PG8KXUUC8js0s2681mIZAyRiGN1tRlHGqA9H3JFVKliws/nKtObzVEVj0Eqjsx2mPn6QS1MXXs+2pKIQKG1Ro3msJ95ClppynfdXxMNgYbtFEDnikZMC8s38XzT2S+dQDg2lbt+QuYvXlYTpmRPOyLmmOVINjmvaFLydzywmPsW3dG8pHJ5CUvPqs4ZvxCW+FpT+UOlQbSdNt9p6RihI3OSCc5exjDypUQIiTzzWuMAKh0Ep924kPyymUBakF5tfi8NhjlRZj0e9rqYJoRNP3+dy4km+i40n4udNS4maYOVNK42HQppfh6Sq42o2Phqkz8V74LSQdQj/4Dou3BhpYUyBkP3E9zz6nD9RGV9c7Ec5yxSCN60cRVveXgPBys+CSmQgkW7hrDCedUf5WwBA3GHktLsq6wcd1SVbltSVppCeMElgKQl6Ys7ZGzTLflgxV9QJ76IiKPBgkWpYrHI7bffzn333cfIyAhq2gnp9773vUUbXD2/+tWvGBkZaeiCFwQBP/3pT/nCF77AJz/5STzPY3JyssEtNTIyQm9vL2AcT9u3b2+Y7/DwMEDDNNXH6qfJZDJNXVIAsViMWCx25As5B7OJDUVfU/Y1tjQ7zoKrqfgaWwiE1A3XiMuBLU0lTbMDRNoR9CQtAq3ZV1CUPY0laWoDtxbxIAON7zG9Pnw2YhJ6UxbZuEApzYGCIibNa7OORKHZl2u8QyNpflADc458oODX7lEG4XWUBTiWqMXkOGg8DQcLAWsy1pxOp56URcwSVHxN0pm5Jsu+ySHrSUU15Sudo7FfacZcTh+CMHDW9QEf7DqRvNn307bMTgBMBz2tSV11Oe0fexNCSoKn9uP+z88XpOpap6wm/boXUbn7AQq3fhNsC2t9vxGHSi6qWEZkU03Dx6cz3WlTLaFzf/oIIy9/D9a6VUYwqpawqAAck4lVW+RAmYDx7g6gNaEDKdFKoWM2as+gmYfdpAudrlvn0wUrK+xc5wXoAyNmRxtzzLr0mghcCyVoIigljEglEjGs9owpr9MaXXbRuSK6XDHLMNd7hxlVFEpTrlvbgriDSCaQ8RhkUghLoIYmEKs60RN5Rl/yTnTZRSbj2GesJ/mSixu2U10IOw46FkI6aF+BUlhre5FdbehieUYpXkNwf70ACzVBzNm88YjKP1cii7pvGXt47k56R4WwXFMLI7SoUl33NjDOH2lEKisG2GFWUgltJY0w0vkM5MWfmzsf6ThgRjdA4YAom88w0WucSEElDIJvQ576x8iBiw57XUwXwnSso3Un2tjDkNsByV5EnctKq3A/KcPMK/zQ8eVMlSKqcD/k5cFKoCeemNFBca7SwlpXQuWBiEGiMyrrm4flOme5qDvLLWev42M7BvnlZBGtmzubFkqz6442W9LpWAytoDDzehwBa1NxCp7PjpJHTMD6VJykNfX9EkLQ4VhRJ76IFceCRal3v/vd/OQnP+FFL3oRvb29S16yV+W5z30u//Ef/9Hw2F/+5V9yyimn8NrXvpaBgQEcx+HHP/4xl19+OQBPPfUU+/fv59xzzwXg3HPP5dZbb2VkZITu7m4AfvSjH5HJZNi0aVNtmnvuuafhfX70ox/V5rFczCY2+KGQga71KjERlcJ8uOF9wqNaBmeFWcOemtm5XWDCyzsTFpVAc6hougJWaXbTXYopEUnUPWZLqEwz/LRybVtt9lS9od7qYaUvbbEqbb4yRS/AC0x99snt9lQ5pRXw1Lhfu9hyhDnXU8qITTp8fz+MvXFCEa5etArC19WWSQhsjPioATfQszqdzuuLcXqXw/YhlzW2mHGRNVpWbO6NcV7f0T9xiDg2mMvpI2yL2m1IwdQFAMyiJsuaK0XbgOfj/vSRqfcaCzMn5vvSWrKWcZJ588uAKZeMtbbuONQBUmvUvuEZ4ePTme4Iq5XQlV3zhQ0U/vA4YlXnVBh7WF6m68K9kRLZkcFa1QG0JnRYp6wm2D8MEwXzfrZsvqMWzO5E8nzANq8tu2EZnw35BZ4oL8TmWXaNk2k8zHeqduZLxpHZFPQax4FSynTwy5eMUDVfWHsY6K4LZYJhYNdB48zLJsNMqDgilUBmk2gt8PcOkvv7r6K1QqTiJkam6jSrXtxWd/B2KMA3KcUTUpK9/hWms+K+YWRXFhIxKLuo0RyiLdVS+eeJijr4Q4KH3mecSMuFjIeB3B4ke6EybASJGShAhqHY4VmAXzSuqFAYkdJGd56NqHZhG3vY/H0cClP13QB1fjdq750wucM4pKSN6Dxr0RxBM4SwFp1os4pGMgxmr578BqEjVIQOURWe+ZYHwxeYk0h18F6sOlFqttLCWldC5QMShDbuLCtpOvnN5ryKWDYu6s6ytSvDV/aP8VeP7sMWgsGKf1jClB2e4tQLUhLoj5ubPntXWJh5PWsTDqVAMeQFSGB1ItYgSFWJOvFFrEQWLErdc8893HbbbWzZcnRbJGcyGU47rfFuZSqVoqOjo/b4lVdeybZt22hvbyeTyXDjjTdy3nnn1QSlrVu3smnTJt7+9rfztre9jaGhIT760Y9y1VVX1dT9l7/85XzhC1/g5ptv5sorr+S+++7j29/+NrfddttRXd7pzCY22KGo4SmI26LmNNLa2Frt0C0lqQsWX6IxOqYL+4ydOeF7dyYkHXFJ3tPsy7fWSc8KX9ubshgsBrVli9kCr0m6eCvHibCvDJs6HJ4c8+aNbKlRNYRozWBBodH0pRpLetoSFmvaYPek2dH7gNSQcgQdcYsD+anQdltQs82KutFrTMaOVdcGvnrdWPTmdjpJIbj+uR1cfdcQ+/IBXQlJwhaUfSNItcXM85FdN2I25nL6iFQCHAf8ismLqg/Jnb5N1YlWNUdRIo7aP4z34ONUvv8gufd+qjFDaTaEAEviPHMj6de9aFECquvnUSuhqzqWqvsWjQnYduywPlqbn65vxI5EDOHYOHVh6q0IHW03vpb8zV80Al1NSNFTwl5tnzSHYqSZ5qzSMDI5/7pstm4X4qqqCjSBMkKSKjeGqMdjUzlSvR1GyASU6xk3VbFsygrn2/GWKqakEBodVTEbkUogOrOIbNpsAzEHMkl0sYz2fSNylVyQovb+s5XixS/dQudtb5sq4RzLIWIOzuaNLZV/nqjUAqLdMcwZxjKVhFspI1JUhs1YqkJCszMdaRtnkKqYbCnlIjqmxJcTqQvb9G6ActMraiLVdJeY1mrW51pluhDWynxmzaOyEkaM9Etm32lVHVLafK66TqRCmEwsFaCe+DSi65ypz3K20sKgZOZNGKJeGjTzl3FTEhh2DJzuvIpYXqQQ/MHqTr68b4xf5YqHda3jCPCmHZqSUtAXtxn3FePeyo2+SEnBuK9ISs2mdIJdJRdHNj/XryiNIwRdsUVJ8YmIWBQWvDW2tbUdlQypw+Gd73wnUkre+MY34rouW7du5T3veU/tecuyuPXWW7nhhht42cteRjKZ5IorruCNb3xjbZp169Zx2223cdNNN/HZz36W/v5+brzxxoaA9+VgNrGh4AY1t1TF1+zL+WF2kzalZXU21mbXAIthcY1bRhRrVipoS+hJSNIxyaSr2TXpz3BPValefgmmzBgB5hwjYZvyuWpcVtnTRzTuU7ts/v63e3j5Nw4xUm5tTuNlRdoOGKto4rZAIUk4M0+oelOS0RIUPFiVkrQnLFK2OTCMlKaWoVF0mqr9BnNNXC87VddLwdNs6Z/b6XTphhS3Xd7LtvvGeWzUY6ysiFmCzb2xebv3RUTM5/QRccd0zwuUKR2r2vr8IAzHDr9PwpTUaKVrz1mru9H5EuXv/JTc+z49d+ZRVdRybEglkN1ttN/8BoSUixJQXZ0HsexUCZ1jTd19r4o1SpmLGyu8Y25WBHJVB/iqqZumFaFDSMnoH78fPVk07y0ltW5X1eVfiFg0V7ZTPbWLt+rrFnjLtz7fSkrkqg6Tp1U9Wa+4Jsh8InTBVbOpknFkJonoNqKQDgJUsYzOl6FcgSCY/65C1VFVrKDDzzZ4ci+ipwPZnjEdDu0kwrHNdLaFXNMburvy2M84uWkpXvzSLcQuOW/WsPuIRhoDoteC2hm6pZbBPuBNUDt7CMJspNkEMq0g1W+CsdNrsM7/IKJrM0LIE74L23SRqspiCnWzvceszCIaCSHQiV7I7w6PE/EwG6sqJBGWJVaD2nWYReU1OJxmLS2sjFHbhqo5ZGgjVhX2Qmq1KeeujLa+LBFHBSkE61MOPxhZmHhkh4fe6YJUb8wiaVkcqHhUFnqsXELq719JoNOWaGHytAYSMf7y1D4+/vQwv86VSMiZVRPjXsBZ2SSb25o0H4iIWCaE1gsLnvjmN7/J9773PT74wQ+STEYbczPy+TxbtmzhgQceIJPJzDu90poHD7kMFwN6Uhbn9cVmdbLcvbNYExtyriJXabwQkcKUhdU/uhjC03RsAXZYTthsA6rmLyVswURFMVZW89pdG3aywpQB+so8nokJip6miTmqZSwxZex4/0VdvOOCTm79+QRv/O7wvNlbMhzgqpTFM3tjvOT0NDf9eJyMI0g2EaaGCwH78j5tcUlf2qq5lfZM+uQ9jQRiYW6U1uBrbaJjCG/Ihc50O7yA9JQZ/0ltFrf9zqqWhKWFbFcRK5+F7leOhIaspSZOn/TVL6L0pe/i/eJJI4ZICYkYMpNEHRoDtMk8AuNWicewBrrBkqh8Cdmexv/VzvlFFymQPR0452xqcK24DzzK6EvehcgkEcm4KbcoVtB+YHKOMH93fe39szqlqvPAkgR7h8ASCCnRgTIusap449imPLq/Cz2eN+V2QYDsbsc599Q53TT1Xf1EVxug0aM5RFcWEFS++zPy2z5vOtZVQ+SqpZFSzl/21oy5yvGq860GgR/OvJk2/7gT5mpJIzLON9+w059Ixk2JXjJuLjK1qV/MvPvVqMFRcu/9FyiU55nZ7O9B3EH2dxknnAbZkaHtL19F7DefiYjZCKu52/REZKH7Fj26Hf/e14CdRthJk7+T32UcKctCi2c5wjKd+OJdWHUik9aK4PtXocceaezCRrWU6yCi40ysS75wQpVrzSbUVbOgrKMg1NXG4OdN6Hn9GIRlcrAqI+AVwZsElBGRZOhu1YERp9JrzfR+Aft5n0TUOZwahLfAA288zJKyjVOritbGhSXjEGvHvuhTDfOJaORonrNU+fjTh3jfYwcWdK0Ql2KG4OQIweq4Q1krBiv+iu4ELoCEFPTHHRwpGPcCMrbkj0/q5jO7R8j7io6wU2BF6drzUfe9iJXGgp1S//Iv/8Lu3bu58MILWbt2LbbdOIuvf/3riza4E4F6kckNTGnW6V3OrI6WSzekuGR9kgcOVnj9fw2xc8JnQ7tFzoWDBZ+yr01VjZpy11RP1aSYyjM6XOJhyX7ZB7/JjBK2oC9lYUsYrygOFIIF34ifKj80vw9kjKBzpDcplIaEBdm45LKTzbp93XltfOIXk/xi0G0qmgkgaQvWtlkMFRXvurCTNzzLuDO+9lhh1uymstKc0xejMy55fMyvuZWe0RMLP2uFr3TNyZa0Be1xyaFCQKChO2GR94LacksBz+yNcfP/6W7Z6SSFaBqGHhExH604fTJ/8TIKt3+T4if+w+QjgQkB78waJ1FfJwQKYVuIVMLkKe0bxtrQj//U/ilBqqrANhGokq/6XTLXvWSGa6XezUVbCn1w1IhFVdVZgPPM5gHVVaEoGBxHDnTjPbq7MYuoKg5pbQScMExcxGPIU9eiRyfRhTJtH7mO1B/99pxuGiElsS1nmA5/77od/7HdqFwRXayYmJNU3Ig6FRsc24h643mTEaUO8wJ/rv1k/XPV9V7vmpoLUf1v2sQVz5QxSoG2rPmFtLDTX7U0DzAlf+0pUq/6HZzNp6AGO7E3rUVPmvB0VaxAqWzKFVvJwNLaiKg7D6J2HjTr9qwNlP/9Xvyn9+Fs3og10GO6ADo2Iu4gYo5xWEXMy4ysHzttLviXTZRq8bab1tB2Ctbm6xvFlPm6sJ2A5VqNbrg6oc5Ooq3EoucqzVYiOF8eVX1JoNr3XfSOz4cO1zD83EpAchXCyZj3cCdmOJzqSwvV8AOoX33MLLea5uQVArCNIy91etOOgRHLh68UH90x2PI1TljAMEOQarclXY7FsOeTm620YwUgwn+2AE9r9lU81iVi9MdtDlZ8/mcoz4efsZa/e2qIJwplxn1TsndWNsmbNq6KBKmIFceCz8Auu+yypRjHCcndO4tcfdcQOVfTnZDEk5KKr9k+5HL1XUPcdnlvgwBR73wZCv/1py2EkLTFIRtzKPoaX0HBUxzKB3QnJWNl0xFOaZNxtFCqwoyv9Yxg8SoZR7AqZYGAsbJivKwWfGdh+vSVMAtrrKwp+4fv9qoamTSQdCTnrIrXyt++v6vEoULQcD1cf81jS1ibtbEEZGOSC9Ykam6j+bKbbr6km0vWJxvcSuescnjBvx5k+5BLZ1wQaIEtTeaU1qZ7ohCmiigjLDIxWJ2xeO25bbzu3LbI6RRx1JivpElISeb1V9QynqrTqLEc49fcgh7L11xWuliuuaySV1xE7qbPmTepbs5Vi2C9OCUF8ec/q6nTqZrbNPrK96Ge2m8etMP8kFAUCXYfIv+hLxK/7Nm1cVfufmBKaKvmGpUrYflcKKrU41g1oauaTaRLLs65p84rSFWpd52RcEymUjhGnVdYA90oPzDraGg8LDWRRqiJ2+hqGHx9aeRCqQapC4FY24veOzQVAl7d4QVq7hJAXftvJoFCK0wJ3uFQccGLU/r8dyj/6/9AWwq165DJikrEsMIAda01VDx0qYIqlkEFiFTSdAgMgtnXj+fj/eJJ4+wLkQPdOGefgn32ydjP3IjzzFOwejtNZlXMMW6qmA2Os6RlfPVuumOlbHBG1k9QmnkBv+IQ0H4q1mXfQMrGU9+ayKYV2s0Zl019xpAVbypmrBQWI/NpBkdRqJuvRHDePKqwJFDEu/D33WUcTsKa+TkGFSNoxbtmjKFWWlgZNQ8k+6C4P3RMWXXl3Ebskmt+54RyzR0LfO3AeMuZT0kpKE0ToyTQn7CxhGRfxcNd4nK9Vu6vzPd6R5gb0BZGmDpU8diYjte667U7Nv92/ilsnywx6vp0xWw2tyWja4mIFcmCRanrrrtuKcZxwqG0Ztt94+RczZrMVFh20hGssQX78gHb7hvnkvVm5zHdURVozURZEbcF1SJKIQTpMN9Fa1MCEujWS96mO6lsYZxP5UBTbDITAbTFBT1Ji0DDSFkxUVncuwoKk8FkHcHeuxrwHl538vYw6Lv6GfgaTmm3eHrSuJSqDjMw3fUyMdiXn9m1rtXspulupaqYNVbRdCUECduUJo6WFT0pyT9e3ktnworK7iKWnarTZ6HTzOWyEu1p8rfc0ahx1ItT1cekRIb5Q82IXXKeEXSGx83FQvgFF3HHuLJGJpj8639G/sPXcM5YT/zy36Bw6zdNSWJ3m8mjqngo1zM5SV5QK0MTyTjaC6ZcP6kEGo3eN7ygjmz1Hf7E6m7Uk/vMe8TC7lGub7rxbVqD//BT5mJnQz/ScSBl9ht+ZTcUy4cvSBGuU9tC9nUakasa2l7tUiaEGVMgqNYRy4FuVL4EEy10VvMO53ZHHUIgsilkdxuUXfxHd5tMKJjaJmKOKfVLxhHZFHZnFrGuF+HY6JJLsGcQubqbzJ+8EO9XT+H/6mm8Xz6FOjDS9C3VgREqB0ao/PdPa4/Jtb2hUHUKzjNPwX7mRmRbKhSpHDOGmI1wjHB1pEwXSUXMwT79pJUfsD4t6we/yLLkSc1J/THTlIaK9VfMEKQAdH43uJNhlhC1UGsdOmzmEjOWm6UKZ5+1812VRRLqWs3yaimPqm67JNmkDNMdR3ScOafDqSa4SseU/JUGTTC+Cl24VgzsFHLgoiNY6oil4N7h3Lx7oXh4A2y6IJUMy98KgeKA6y753qzqcjpSUar++2AJU55XClRDdz0pBOe2R1myESufyKu+TDx4yOWxUY/uhGx6F6orIXls1OPBQy4T5WCao0owWFB4CnZO+JzcDm3xxjv81VK0iUpru7yYDPOoNHTEwJaC0bImPz31j6lOep1xiadhsBiQc5d2F77Q9qvVlq4Abl1+bqA1N983jgTaE1btM0g6klOkYOeECYq3wgoeN9DsmgjoSsqmXeuq5ZQLyW6KgsgjjnfmcllppbBOWW1CyLUOnVHh96XqkhIgOrNYqzpnfQ/vwcdRQ+PYm9aakjA/gIpHcGg07KJnQsuFbeH+4kkqP9yOSMSwTh6Y2ucm49inrCZ4+gC6WDZh3J1ZREcGPTpJcGAElDYuqWJlwR3Z6jv8UXJNiaE9tc/XtmVCwcfztZ2UdBxEOlHLyRLtaeOuOlyEWU7Z34Uuu+jJvHmwKoxpbcL7KnVOF40JLz9c59NhjFGmElAoE+wbaiwBrG4erod2vVqAuhzoxvYCI2hlElibVqNzRVSpTPy3zif9+itAgBoex3v4KfyHjUjlP/yUcaQ1Qe0dorJ3iMp/3V97zNowgH32yUakOvsU7GecbALbpawTqZzQYWUjbNu4nx56AjU0Pqv7qSG3rU4k9bbvYOzqD9F529tWrDA1PSB65VEfflb9XSJTq2dMaUSd28LMA23cNWBKtAp70ak14OfnFTOWg6UMZ5+1812VRRDqFrtEcNbg8rocLHnmtXPPa5qwRfZksy0o3zim3AlE58rbFk50lNb8aGz2GygCyFiSQqBQ06ICemM2GVsy7B69cj07vN5aiDBVP63FlLl8ag8HARpfa1BE3fUijjkWvLWef/75M0QUMEJKLBZj/fr1XHHFFVx55ZWLMsDjleFigBto4snmB8eELRgrKwYLPn/704maoyrvavaMmewojbmWeGrcCFPtibC8RGsKbmA62LUatQCkHUGgjZDVLL7cEtCdlLTHLSqB5kAhoNBEtGqFI71DMB+asGIlNARIASlb0J+yauWR/29zW8Nn0Ba32NAuatlcCuPUWt9u86E5spwOJ7vpcMSsiIhjidlcVkJK2m58LSO/f70pnUM05kkJAekEsXNPbZoJVaW+A5+QEgH4j++ZciJpbdxPloXsyhIMT6CFaHoTwOrvIjg4apxE43l0qYKIOcQuOpfklRdjn7z6sEqr6seoc6XG7KrqsiqNrni1MkHtB+jJAqo+J6saTt50RdPoOKtzmmEJZH83JGKog6OQL06V4bn+lDA1fd4CKB/Fciyt8XcfnHKrzXh+2t+WRNgWwcERE2zvBwQHjRiZP/RlZHc79hnrSf/x75qyvNW96Eu3mIOB1gSHxvB/ucOIVb98Cu9XT6PHck2HFuw8QLDzAJX//JF5QAisjatxnrnRiFVnn4J95gZEMgZC4P9iB6Wv/A/+niG07yOkwF7XR/oNVxC/6FyzOHUOuoYOl8k4ck0Pat8wuW2fJ3bJeSu2lK8h62f458s9nEashBGZanlpJuxaxxtF7poo4heMK6a4D7Qfln/ZxilU3AuptfOLGUeZJc98mqXznXnv1lxH87IEJYLzZVDNJ9LNEFyrwhYYYctpQdiKOOpsnyyRmyXPMCFASklu2rHFFrAm4RBo2Fvy8BbW9+uI0DQe1lq5Jqo3lFc76pUDhUAjhEABAlPKF3XXizgWWbAode211/JP//RPXHTRRWzebA4S27dv59577+Wqq65i79693HDDDQRBwEtf+tJFH/DxQk/KIhZ2r0s6M4WIsm9Cz0dKqubmybuaXZMegQ4D+iR4yjiCdk74bBCm3Gy0rEjYkoxS8zqlbAGZmERrzUi5+bR22Ekv40jKgWZ/3j8sMUpg8p00zNvt7khxLBAa3FCQsiT0Z2xSMUnS0ezLB3z98QKOpOEzaIvLWjZXwTVutFt/p5fzBxKLPsbjJYg86vIXsVASl51P2/v+H5N/9c8mT0hKI47YVi1DaL4SOdnTbkqoKh4k4+hiGV1xwbbCnPKpLCjtB2YH5HnGEZWa+j7rXBF//zAUKwRaIRNxrIEe0q/7fVKv+/1ZxzBXFlD1Of+JPebvsmvcVlVnUvX7EXZ0EHGn9piuuKjBsdDtJY2IFSiz07RkWHZXdZSFO7dqN736OxHpBFa/cTEEuw8Z91H1tqptGQHIbVJ2J6r/LWAff6R3GSzjRGtKNQ/LscxdGIBAGRcbmDeu61goYjYUy7j//VO8nz9Gx8ffjOzKokYmEJkk1vp+7EQMa3U38d8+34iCWqP2D+M9/DT+w0/h/XIH/q+eRk8WZ45Ha4In9xE8uQ++fk84fol96jrkqg68Xz6FVgo50I3MpNAC3F89jf/uT5B65W9jretDTRZQkwXs008Kg/R9tOeDHyCEQHZl8R/bjffg4/OWzy4nsn8rWiv0va9Z5pE0qLGhIFU9BvnmMacNmehpfFm9KGIn0aKuXKv2PRXIM1635F3mFswSZz4tiutoHpaqRHDeDKoWXn8kwlbE0UVpzU/HCjMCyyXQZlvkgwB/miCVtSS9MZtcoBhqdhxcYuoTUarZUGizt3IEeMbshABiUtBhS2JCcNA11Rx9cQeEEdN8rbEwUS0xKZjwFRlb8qaNq6Jz8YhjigWLUg888AB//ud/zh/+4R82PH7HHXfwv//7v/z93/89p59+Op/73OciUWoOzuuLcXqXM2v3ttGyyTDqTsrQzSPYM+YThKVlrmo0F/ihMDWQttjcG2NDm8W/PJyf9TohZUM8zDIanyUHKm4JVqUlCUtS9BV7cz6lw2jdZws4KSvYldPGvLDINyMkZp2o8KZoJiZI2pKhknGLJW1Bf9qmLR4GNIflkfvzPquzNjsn/IbPQAhByoaxMmzujR0XwtFSsdDukRERVbJv+UOcczYx+e5PEDy1H60UIpXAOWN9SyVy9R345JoeIzyFtbc6LEkTyTik4ohipeY20n4wVdyTK+LvOmgEGymw+roQlkWwf5jcLXdgn7au6TjmygICGp5T43kYnUSe1IdIxEznueqR1w0gEYP2NOwzgpUazxthyTFZgxrMcqWTiFQC2dUGvk/w1P6we0V4d1gKcxHdljJd5ULBKtg3HApS4Y435iAsiQ4zrWYwlytrqZjrxNlX4NjmpyWnygzD4Hnc0GWmQSRsZMbsd+SaHoKnDzD6B+9GpBPg+Wb7euYpZN7yh8Se+wx0xTPlk2UXcVI/1rpV8Du/YQw2WhPsPlTLpvIfftoIVYXSzDEGCv/RXfDortpDarKAisfMNigFwaM7mbj/EcSqdkTYpVCu7cXqaoNMAiGk6exYqpjmAGM5U+K6gtFaoR56PwRNxLujO5LwpzClZsqtKwV2TEle51kzXD3TRRHhZNB2OgxuN+4q3ElE5qSjuCytcTQyn5ZanFnKEsGWMqjm4EiFrYijwz0jOT62Y5Bf5UoU64SnlBQ4UjA+zT0lgP64Q8ISDFZ88keS1bhIOCLM8wVSlmRDwmZfJaAjZtFpWxysePiACjvnDVY88oGiw7FYk7A5VPEpK40A0rYVddeLOGZZsCj1wx/+kLe+9a0zHr/gggv44Ac/CMDFF1/MLbfccuSjO46RQszbve3653bQnjCOqvGypuJrJDTtgCcw1ycXrElw8UlJbvrRGNNLo6WAtphACsFkRTUNLwcj4vSlJI4lyXuK3QWfykJDnerwNezOaQIN9UNfjBI+Sd0NdAEDacmnX7iKR0d8/vreUValJWlnZm6XKY+EK05N88/bJ+f8DKI7Dc1ZaPfIiIjpJC47n/ilWw6r+1i1A9/Y1R9C7Rueqtf1AkCDJZH9XUbYScWNsFGuGGEjJDgwYgQbIUyAdjppnCpzlFDNlQU0+sr3mR2br2rPibhDsHcI9fQBRHebGUN9aVzFJfj1TkRbGhDo0UmzLAh0VXSyJPbqHrAkulAm845XMHnDJ9Fjk1MdC6UJBpTZFJm/eBmVu36C98sdUCgbN1YiZsoEq+K7bU3N3wmdUzAVVLEQjnRHPl9Qeiga1qazJKFyNOUam06+FHblU8j2NKKnHSoe7n2/ZuxPb5rKbMqYi2GtlBGpyq7p8FeuIE5Zjb1hgMQLLqhNEzx9wIhUv3ralP49shPK7sz310A5zBGr4aKHxtGODfkS6uAIam0vsj2DdVKf+QwxrxMxB9nT3uoaXBbUk5+H8V8v9zDqEIBlSq7cybCjXhm0hMo4+tCPEHVCSjNRRAgBtjluab8ElrMiA86PRuYTHJ4403I3wKNRIngEHKmwFbG03DOS4y0P7yHnKzpsSSmQlEKxJucritMugmJSsCZu4y1DuV4zzFGe2rWRJQQdjsWgp+iMWdxy9jq2dmVmdM774Wiej+0Y5IlCGU9rOhyLgUSMF/a1c3FPNuquF3HMsmBRqr29nf/5n//h1a9+dcPj//M//0N7uzmBKhaLpNPpRRng8UwrgddKa07vcvjZgYrZcc2yD61el3z1sQLffKLQIEjFLMg6MsyLUk3zogAyjqA3JbGlZNJV7Mt7i1Zm10z/WpTDgTBVLY6Es3ti3BxmP3UmK2TjEqtJhgxMlUdednKK8wfiUej4Allo98iIE4ej2eI+fukW0q9/EbkPfA49HDqMMI4a2dOObJs6DlW78umxPFoII0KUwpKxOgELmLWEaq4sILG6m+BXTwNgn33K1Lx6OiDmEOw6aDrf1d+5rbqbwvElXnABxc/8lyk/8nwjJiXjWAPdiGwKrRRqcIz8R+6AQGE9cyOi7Br3l21BMo7aN0zlrp/QdeeHKN76DSb/+pPIVR3IdBL/ib3GqRWzzYWWJc14qsF7Wh+9cPNWqJY7hk4obAvZkTXLUHanShWFAMeUaVbLM01Ifdhy1bLMNjhHZpOQpusiySnnia64Jly97BpBr+Jin7oWe+MaePHzzDR+QLBjH/l/+Bruf/90dpGsSsWbcnsFCrXrECo1ji5VkL0dppRwNIezeeOcmWrLjdYKteMLmCKTFYKMAQrKIzSMSwMTjxL8+E1wwcemHD4rXBSZk6M49oWIMwvpBrhUJYIti2JH+JqI5UNpzcd2DJLzFQNxcyk7ELcZ9QJGvWDG9UWnbdEVs5n0g2Up15uNhCVNMDmQtIwzerrTaXrnvIu6s03FquhcO+JYZ8Gi1Bve8AZuuOEG7rvvvlqm1C9/+UvuuecebrjhBgB+9KMfcf755y/qQI9X5gu8rjqqXv2tQcZmidxoIDQKKEwZW8oWlHzNSHn2E8e2mKAnZdUcVKNlb4bLaqVR3fW+cGOK396Q4jlr4mzpj9fWW6vlkdV1HYWOL4yFdI+Myh9PHBba4n6h0zd7feHWb4JtYZ3Uhy67prOaH6AGx40I4dio0Ryyp5301S+ictdP8B/bjcoVw7I4k71UL2ABTUuo6rvpzdjuS+6UIFGqQF1ulWxLI05Zg//UPkgnsdb0GgdX0Cgmedt3IPs6zWO2hbCtWv6VzhXx9w5B2SUYzYElUU/uQ04bu0jF8R56gtId38V5zjOQ2ZQpFxMCa6DblCtWPFO+VxXIquJOzXZ6FO4g1+dqTUcKcGxTZugH4PnI1T3o8CdCQLGCCt1GtewtzzfTV/PFLFnrwDj1tq1nNol4zJRCZs361UGALrloN3RAlT2QEj1RwPvFk2ZZHKsWYE8QtLYqixWCJ/aaLoxSItpS82aqLTtjD4ed95a6bclCUOCXCQPWTLc0ZDhEHyqDBA/diLj8ToSQs4sifhkqwyDjiLW/u6xLNBtHI/NpoRxON8DFLhFciCh2JK+JWF62T5Z4olCm07EoKYUbaIbcgOK00nMJDCQcYlJwKCx7WylkLMk7Txvg2R0pNCacvFWBSQoxQ6yKiDjWWbAo9dKXvpSNGzfyhS98gf/+7/8G4OSTT+Zzn/scz3rWswD40z/908Ud5XHOfIHXl25Icd2WNt7x/bH5ZyagPSaIWYJJVzNYbL4DFkBHQtCdNJvAeDlgrKxmdWKtNKp5vYPFgDdsaZuxA2+1PLJe/IvEk9ZptXvkcHEFuS4ilpSFtrhf6PTTqXctWWt7ayKRzKbC4PIyavch6OvC2byxJnRl/uJleA8+jvvjh8m9/7OIziwy1aSRQZMSqvpuejPGUxV4tG7Irao9r5Up6+tvQ4YlY/XTyK4swf5hrNU9BDsPNjixdK6Iv/OAueMQc8DzTClfqWJCzE/qQwhBcGAEXa5AoJh888exz9mE7O0g2DuEXGNCnoUl0a43U0cQTJXwHQ3qA99hyhUFRtiRxs1GoMCySL7ityl/8btQ8YyjKZ1ApuLoCdMtEQvjLKsG2weqVpZJatq+/TAzm4RlITJJICz50xpdqpC7634jiralzXh8H11ywcOs0+pixmOIjowp6ytVphxT1VUSBMTOPbVlUXY50ZXR8EBsgz6KnRrnQnnUBCkZm5ZV5pjnJx5Dj25HdJ8LNBFFSkNhRpYAG9Sv/x6999srUqBYSYHcR9INcLHymw5HFDuc10QsP6Ouj6c0CQeGK8oEgE+bJiEFAwkHf4WU60GjhL86GeM163uiG+ARESELFqUAtmzZwpYtK/uE6XhCac3XHi/OeT8yYQvaYwKNMALTLF33pICuhKQjYRnHUClgvKLmrThYiQhgf86f1Y3TSnlkxOHRavfInpTV5NURxxsLbXHf6vTORefg/+LJpqWAs7mWRDaFc/pJqNFJdL5E2wdeR+qPfruhTCu25Qyc806j/O//i7d9BzoZn+GmbFZCNb3jX/30+H5NVBHWzO2+WiookrHmKzERg7EcySsuovDP/4naN4zsykIiZhxSXgAxG9nXgTo4WitZwwsI9g01luGF4on/y6eMW8iWBE8fMBlL00PMqyWE1TK5o0n9+9X/7gYgVS0ny964lvjzzsH9nwfxnz5gtplSWLbYkTEim+ubzyQRg/F8LWerviyzxiJlNgkh8B7ZiXvfr5BdbciedgI0UkqwLLTnoSeKptzQD5C97bUgdgBVKKEmC8S3bkau6iT9Jy8k9txnrGyHVIiId4EVg1i7cRWtCKrh5tbM8HwhQFqgfPTIgxCKUjAliqgnP4/61UfDnuu9SyJQLHaZ2IoJ5D7CboBHmt/UIIol+0wHRa9gQu4TfVA+NEMUOxIhLWJ56Y7ZDMQtdpU8xpuUdnQ5Fp2OTT4IGKz4K8LLOX3b/r+ro8zaiIh6WhKl8vk8mUym9vtcVKeLWDwePOTy1Lg3Q5QSQDYuycYEZU8zXJrd6SQFdCck7QkLpTUjpYDxsloRO+rDQRBWcPh6TjfOfOWREYfHQsojI45/5ixra1Iu1cr03i+eZHjrG1AHRpqW9s3lWgKMWFGqYPV2Nr3Inx6UXhWAKLuo0VzTEqrpHf+EEKbL2sFRIzqFpQH+3kHs1T2IbBiYrDW6UDZh67MJDqFQErv0WYj2NMVP/AfB/mG050PFhVQca3UPsi1tcrFKFYjZpnSt5JqdfMwGLzCh7Z1ZRGfWLNuaHoKdB0L3EKGZxJTI1Traaczr6zv6HU0ENRGqVk4Ylt2p0UnGX7MNlEaP5wlGJ83zVSFLA46NzCRRB0YQjo3oyILWtc+gylyZTYeTh6aGJ9D5EjqbgkAhEAQHR41rKx5DxB1TXtnTjtWZMeV/FQ9VrqAPjeGcsYH2D74B2ZnF6lt5gdqzUs00Gn5ouUfShFmO7/Oc8Oi93zaibXrdkggUS1UmthICuY9GN8A5qYpiVhzyO40oVXVjyjjE2meKYkcopEUsH3k/4LGCS3naHXUJ9MdtEpZkyPWZXI5j2SzUj7TdllzS0/zcJSLiRKUlUer888/nhz/8Id3d3Tz72c9uGhyttUYIwSOPPLLogzzeUVrPKZoMFwMKrqpZU20JHXFJyhZMuJr9uZmhftRN252QtMUtAm0EHBN2fuwiMOHtfphhO58bJyrNW3wWWh4ZcXwzn0A0vVxqvum156NGzDTW6p6mpX2zuZZqtOCGiV+6hc7b3jaVazWWQ8SchnK/emZ0/IvbqENjUyJO2DWPQhn/6QNY6/sQ1UyrzjbkhgGCvUOzOrOstb1MvvN2gsf3oCquEeg6sgSej3XKamTowKplQ7n+lMtJCOOmmhbaLruyqP3D4NhY6/vQZQ81OAqOVRNctJQQhPOyxNEXpXrajTg2Uah1QyRQpqtdOoFIJxAdGdToJAz7zcPEFcQu3ULqVb+DtaoDNZZj/JpbWhYcDzffbPp2KLIp7GwKXSyb4PVckeDACLJYRmgF2RTCTiCCAHvzKWSvu9I43o4xhJCIM9+A/v5Vyz2UKYQNCNABpp5zGjowQlD3eTOfW2KB4ngvEzta3QBnQ1dGwS8adxTauOVqzRvKJufPSTeIYssupEUcFn+74xAfePxA03K9/oSD0rCv7FFZYSUgFqYDYFxKzm1PsbmtyfckIuIEpiVR6jOf+Uyts95nP/vZJR3QicbdO4u18jI3MCVPp3c5DeVlO8Zcij6kHEFHXGIJGC0rhkuzB/bFLehOWqQdiac0g6EYdTxg13UDP6XDidw4y0RUHhlRZaEC0XzTB/tHQGPElerz00r7uu780AzXUpVmbpjZXDDxS7cQu+S8lh0yVSFr8qbP4d673XTJsyQiYbrkaa2NU6ZQJtg9iNXXWRO5gFmdWdiS4OAI7B1CdreZ5ycKBIfGoFRGj05CbydgShTt9f0mQ6pYDkdm8pNkf5fp1FcwogiWQJUrRkRYnUGUXNTw+LQPMFx3ShtxqD7f6WgwMjF1G1lK45BSyoyhWDbliUPj5jFR5xmuTqc0+IryHd/Ff3w3HR+6lsRl57csOB5Jvlkz9xxgAuq1Rk8WcTZvRHRmCR7fg3YPGsHrGSeTfcdVxC8+z7jhVlAAb8vY6VAAWiFs+mMY/gmM/RoC15RuVbdlFXbcaj8N0URUWkqB4oQoE5urG6BSUB6C9FpTvqjV4i9nrAP8kulcatWdEwphmiAErnk+1jH11DILaREL556RHDc+fmDG4522pCvmUAwUhyreiugJGl6qYAE9MZu4JSgFmowtedPGVdFN24iIabQkSv3Gb/xG098jjoy7dxa5+q4hcq6mOyGJJyUVX7N9yOXqu4a47fJeLlmf5LMP51jfZuEGMFwKcOc4B0zZ0J2ySViCSqA5UPDJuyvrbsGR4oVHm6QtuPGirmjHvoxE5ZERMPuFOTQXiOaaXhVKUK4Y18m0APL6UkD/F0+2XH43nwummjPVKvFLt9CWTTH6+++AmINMJ2pjFRjRSI9OogtlstMyrZoJJfYzT0GP5WqB5DpXRO0ZNB3etIZAofYMQjyGFXbaE9kUViZJsGMfulgx67Ezix6eINg7ZMSyWvmKgHTSiICpOCIRMzlHTl3prSAUeJQp46scxfDq+kOUUuDWXVJYlnm+WDbiU/2updrdrk5E87fvYPR1N9N1+9tbEhwXmoc2nVbKQNtvfsOc4xCODc7irMqjiXr09uUewhTZTdhbbkAf+hHBfW+CyogRzFT1OyAh3o117rubCiJLKlCcAGVis3YDrIxBedCIRYW9BD987RJ2tquW805rolAT2KedC88lpGkN7jii40zoPHuRxxlxuNj1+ZHhz4GEQ1JKRjyf8aPZrGMOBMZ0nLEtLCFQAnwNZ2WTvGnjKi7qzi73ECMiVhwtB52Pjo5SKpVYs2ZN7bEnnniCT33qUxSLRS677DJ+7/d+b0kGeTyitGbbfePkXM2ajFU7GCYdwRpbMFxS3PbQJJbQ7Jzw58yLAkg70JOyiUlByVfsywcUvdbFKAkLurMwV+h6XMJSm7Ik8N6tHVy2CG6c+conI+YmKo+MWGg+05zTHxoDIZAD3U1LxetLAROXP2deN8yRdvmbDR3mGsnuthlihRACOrPosjsj06qZUKKVZuwP3o3sbjPlXrsPGeeMLc1dfgA/QO3YB2t7kd3ttXUrezuR7Wn8p/ajBsegWJkaSLV8RVrosktwYATr5AFkf5d5Dy9A29KUzDn2VNmeYO6d/NHE8xv/rhehqtlY9c9pjR7LNQhJcwmOC81Da0arZaALET5XOlorGP7Zcg/DICTylJcaN2D/Vnjuxwge+TiMPwrKNZ34Os7AOvO62YWQJRQoTpQysaadDP2c2YclB0zZ4lKVLLrjYCWBUtgNMizlRIP2Tci9lTLThcwqpAUVM52dQZ557bHrXjsOubArw8tWd3L3UA6FJmNbCAH7yy6lFVCuFwNOSjqUFLha8/lnbcCWklHXpytms7ktGV1fRETMQsui1I033siqVau4/vrrARgZGeGqq65i1apVrFu3jr/8y78kCAJe/OIXL9VYjysePOTy2KhHd0I2nPykHUHGMeHl/7u3zL8/UaQ8hxqVCcUoRwoKnuJQIaDsL3zHvFANKWaBQJhrADRe9YY10Ju2OJAP5hTR5sISNH2twFSWOBKyMcmlG9KH9wZ1tFI+GRERMT8LzWeabXr7tHUETx9AxmaxjkwrBZzLDXOkLpi5OJJMq+lCSfmu+00HuVjWOKICZTKfwvFqxzYOIilRh8bRFQ8Zj9XWrfvg40xef+vMLKjwJF32dqCLFSNM7R3C6m5DrluF2j9islaqnfdkqEaVvcYyueVm+lCqzocZHdbCH+nEvEJSlYXmoc3GQstAj3nGHgYvt9yjMNhZZP/zan8eTke6pRQoTqQyseq616PbCX76DijshdTaqe/BEpUsingXOGlwMuBONAadW0nTJRI9Yx3PENLcCfNZdJy5RG6uiCNBac2DE0Xawhy+klIcKnuHfb2xmNjA2lSMtG2R1JpDrs+kr7i0N2oAFhHRCi2LUg899BDbtm2r/f2Nb3yD9vZ2vvGNb2DbNp/85Cf54he/GIlSLTJcDHADTTwpEUBbXJJ2IF/RPDTociA/e3g54fRdCYkjBXlPcSAfUFnivXK1410Y34ETNkry1dT1giWMWLUY72VL48LRWqOAgbRNJiZI2HAgr+bsutcKrZRPRsJURETrHE4+0/Tp7XM2MfqCt7VcCggzRZ4qi+GCmY2FlizORU3gmiiYkj278WYFWoNtYa3uRZcrZN/1KmIXnF2bd27b5xHJODpXrFvA8D8p0JNGlNOjOayTB0xXv2LZZDLZFsRsrFWd0J5GjUyi9wwe3UypuageeNCza2T1rikhEKk4eqIwr5AERyYuzhjqAstAj2VUedhk9CwrFhBAZt0MB9PhdKRbMoHiBCsTEyJ0eFZGIdHb1Em66CWLdeuYzAZQZVCBcUjJBJQPzbqOD0fEjFgePrNnhB3FCgNxkx81ugLK9QSQkoK+hEM27BhbURpHCLpiLV9mR0Sc8LT8bRkeHm4o3bvvvvv4rd/6LWzbzOLSSy/l9ttXUL7ACqcnZRGzBBVf05UQlH3FQ4c8Rstze5baQzHKloKcq9hf9ufMmJqLlA0pRxJok880WAxqIlM1uqPh5jTm3N8SkLTBDXRDEySJKT9MO7M2ZJ4XCfSlLYaKAZYwXiwPM77elLlQK3omUHu+rntzMV/55L58wLb7xrlkfWS1jYhYCAu9MG82/UJKAedisVwws417scZZFbjcnz4S3t2vyzwC8ANEMo7ozKAPVLBPXVdbZ+4Dj+I/ttvkSZUqxk4KRpyRAq3UVDaVFCRe9DzK37yX4Kn96FLBuLJkDGzLdPdLJ1jQIUWKmd3whAgzqhZB2KrNoolzqyqcVW26Ydg7QoBjEwyNUb7r/jnF0cUUF08kRGUs/EiW01FnuqzJjVctmoCwEIFCa9XSdCdimdjRLllsWMflQybQ3EmbdVw+NO86PhwRM+LoorTms7tHUBoOlT38+V+y6AigN2aTsSV7Sy6ehjUJmy7HnnI2a824F3BWNhl12IuIWAAtHwEzmQy53JRVe/v27Zxzzjm1v4UQuK67uKM7jjmvL8bpXQ6DxYBfDLn8aF9lhiDlSHjxqUksoDMhOaXDZlXKouRrdk54HCzMHXo+Fx1xwW+uTfLW3+ggbglWpQQxaQSp6kYx22mmuc4wotBJWYu1WZtY2LCpP22Rjklih6kXKcAWpnugpzSeMiJYf9rs8LXWjJYVp3cdWde92conwWzLXQnJY6MeDx6KtumIiKNNtbTP2bwRXSijDoygC2WczRvpvLX1DKgGF0wzFuCCWcpxVgUukUmZHWygjPlHaXBNdz9roLvpeGvCWzI25RSyJKKatRTmL+liBZSm8E9fJ9h5EJEJT5ZtC0oVgt2HUJMFVKHcZISz0EyQgqlywIXQ7Gqwmm3FPPOTYYctx0L0d6EOjaELZSbfeTujV72Xkd99K0MXvp7yd3868y2q6z6bQu0zDjKtFLpYRu0bXpC4eCKh452heLpc6yX8zDvOQm56xeLOWUhE12bkwCWIrs1NhQx18IcE378K/97XENz35+bn969CHfxh03nK/q1Y528zbh2/AKVB8AuIjjOxFjNbaYXQULLYjCUoWTzR1vGJxvbJEgcqHlbYu8NeYgWxfvYScy2StiQDoSNqTSKGBHK+oqw0SmtKgeJgxY867EVEHAYtO6XOOeccPvvZz3LjjTfyne98h0KhwHOf+9za8zt37qS/v39JBnk8IoXg+ud28KKvHiQ/LZDcEkY0+uDF3fRlLfZMeEx4gsmKYrTs4y8gAEpiBJ5Am6512RgoLbhsQ4rf25Ti9G6Hj/x0nCfGFJWwUc18s9dAwdOU/MCMNSF55qoYB/I+k67GlpqBtMVTE3OXIDbDAvbnA5KOcUlJYZxTmZhxSI2WFW0xs+6OZGdfXz7ZjIQtGCsfeYlgRETE4bEYGT1HwwWzWFlC8Uu30Pkvf8noy96DHs8ZB5MlEcm4EaQySdS+4RnjrQpvwrIQ8bCrXsyeOqEOc1VUvoQQwjQiW9OLniyaHb4twyA/RXBgZGaw+FzM5YSqPlXt/hfMc2RpNqtqqHnVeWVJ5EAXuuQi0wmC3WFXLyEglUB2ZtDDE+h8EeIx4xDzPLTSqJEJRn7/etKv+30Sv/vchs9poXloESATPSinzZS4LYdbStiQWjNrN72lRB38oXHkeHkT3h26nuYL8D6hysSWqWTxhFrHJxijro9WCkcIXKUX5ug9DOr3aKabnqAvPpV16UhBZ8xmfTLGwYrHuG9K9qIOexERh0fLotSb3vQmXv3qV7N582aCIODqq6+mvX3qbu23vvUtzj///CUZJMBtt93Gd77zHZ566ikSiQTnnXceb33rWznllFNq01QqFbZt28add96J67ps3bqV97znPfT09NSm2b9/PzfccAP3338/qVSKF7/4xbzlLW+plSEC3H///Wzbto0nnniCgYEBrrnmGl7ykpcsyXK1xyX5uppoS8CZXTbvurCLi09K0hYXfDzl8ItdJQ4jvxxHhtkpgBSanGuCyb/6WIGvP14gaUMlaMyFagWNEYtKniZuCbZd0o2EutBwaI8LJl3dcgVHyhac1mmxO6dY327z/85p4+uP5Xl8zOdAPiBmCTb3xhYlhLy+fDLpzBS3yr5uWiIYdeqLiDh6HGlGz2KW2C3lOKskLjufri+/l7E/vQmdLyE7MoiOjBnvLK6dBuGt2lXP9dFhtgVeYMStdALh+qZzX76EOjBshKJ6saiw+BlBIpNEtKVQ+4dbO8hUs7BqpXl1Lqm4jc6ViD37DLru/BClf/5PCrf/O8GBYXOhWxWx4jFwvVB0s8wtdd+HUoXCx/6Nwme+jdWWxj79pJrodMIFlR8pnWcjOp+BHvkF+MWw49lRRPuI/q1H3f2itUI98g9GkEr1T4ktLQZ4nyhlYstZsniirOMTjV0ll5zSeEovuDnTQnCEwBY0CF9xAQOJGBnbbK/VEr2zs0m+/OyTeThXjjrsRUQcIS2LUmeccQZ33nknP//5z+nt7W0o3QN44QtfyMaNGxd9gFV+8pOfcNVVV/HMZz6TIAj4yEc+wmte8xq+9a1vkUoZgeIDH/gAP/jBD/joRz9KNpvlfe97H9dddx133HEHQE1M6+np4Y477mBwcJB3vOMdOI7Dm9/8ZgD27NnD1Vdfzctf/nI+/OEP8+Mf/5h3v/vd9Pb28rznPW/W8S2Uasi2pzRndlm0JyT7coqYhJ60xUDGYiBrPp7/sz7Jd3eVkCy8S54CUBp3muhkhTc289POIxdyv9MScHKHzb58wM33jXPnS/vJxru4f18FBDxndZzxcsBf3TvGjjGXkqcp+eFN8/AGfTg8bAlrsjaWJelLC0ZKiuesTvD689qWRASqlk9uH3JZY4sZd/FGy4rNvbGGEsGoU19ExLHHseaCSVx2Pl2ffldtvOrAyJzjrRfe9GQRq7+LYGQSym6tY5/zzI0k/+//If/Rf0W7HkG1w58QjWVxzXb+06eZj7hj5u0HIAVydY95v7lmITAHhmQCa20vOldC7RuaOU3JRfsB8ct/A2nbpF//YlKv+/2akBQMjTH5ztuNQ0ppCB1j2g8aOxO6PqQTeNt3MHb1h+i8zZRankhB5UdKg+igffCPoiglYqA99J7/RD37/UjZeCrbatbTYTH2sAnojnc0Lf1f9ADvY5ios13EYnHPSI5/fHoQdRQacCitWZVwmPSVOTRhqlssYZ6rKCNIVUv0bCk5tz26BoiIOFKE1iulxc7CGB0d5YILLuDzn/88559/PrlcjgsuuIAPf/jD/M7v/A4AO3bs4AUveAFf/vKXOffcc/nBD37A61//eu69996ae+pLX/pSTXyKxWJ86EMf4gc/+AH/+Z//WXuvv/iLv2BycpJPfvKTTcfium5DnlY+n+fiiy/mgQceIJOZ2QpUac3vfPkA24dcVqclUgraYtJUIFjw5ETA+jabO186gBSCBw5WeMG/7mesrPAW6fZA9VSq/sOX4d+tbhB9KYu1bTZFTzFSCji53eFAIagJNqd1OVx5epr1bTYjJUV3UrJrwuf2hyb4xZBnYkAwpXL9aZu2uKytnwP5gE+/cBWXn7J0O/r67ntdCUnCFpR9XSsR/Mff7qEzaTNcDHh63OPDPxkj72E69dnGZTVSVmRjIurUF7HoLHS/EjE3WqmaeCG62gCNHs2tWEdM/XhbGWPl7gemhDfXCATW6h5Sr/090q97Ed6DjzN6xTuNYOV6JhDd9Q6v6sq2GkWe+sdtGdaLh2WAPR0wMj6/KIVA9HZgdWXxdx2Cihu+pq7rXiqBiDvEnn0G3f91y4z1Ub7rfkavei96sgCWZcQ0LzDiXD1SYp+2DlLxWklks/kdryzmvkUd/CHB9ptg5KFFHuUsCAekDcoHFNZz/hax4YqaCKXzu1F77oTcDhO0LR3IbkSuewEic9IRi1TqwPcJ7vtzSPbNHn5eGsR67t8iBy45okU9XlhSkTBixbBU5yxKa/7vT5/iV7kSWUvwdMlb0mJhAXTHLM7OpnjTxlUAfGzHIE8UynjalOidmk5EJXoREYvMMdurshq6Xi0hfPjhh/E8jwsvvLA2zcaNG1m9ejUPPfQQ5557Lg899BCnnXZaQznf1q1bueGGG3jyySc566yzeOihh7jgggsa3mvr1q184AMfmHUst912Gx//+MdbHns1ZDthwZPjPlqbUri8qygHmva45JERE7K9pT/OeX0xNq+K8/1di1da0WyHXs2sbXVnH6tVh2hGSgo38FidsYgnJaMlxT27S3x/V4lsXJKNyZqr6LbfXcXvf+UgMQmpmCQ1zak0W+ncYnPphhS3Xd5bcz+NlVWtRPDyk5PcfP9EzRU1XlYorVnfbpN0zMlU1KkvYilZ6H4lYm6qLpjK3Q+Qe9ftNfFGxJyGMq6jRTPRCZj1scp//3ROcWq+8jPnvNOMa2nfEDi2EWsO58xeGPeT2j9shKl6e20QmH/18x0eb2FlmP/04Bj+0NjU66UAyzbvESjk6m6kY+M/thvvwcdnuJpkTztCShMQL8OQ+Gb33ZRCTRaw0glkV3bW+R2vLOa+RfZvhVXfJLjz+ZB7clHmOSfaNxlWQoIKUIM/gp1fMU4cvwheDpCQXAXJPqiMwdB9ZjonC3YK0bbpsJ06DQHedpPOWksQ4H2sE5XTnRgs1TnL9skSTxTKdDpLe01QJSkl7ztjDX+wurN2Tr+1K8P2yVJUohcRsYQck6KUUooPfOADPOtZz+K008xJ+/DwMI7j0NbW2Pq7u7uboaGh2jT1ghRQ+3u+afL5POVymUQiMWM8V199NX/yJ39S+7t6d2A2hosBOVdR9JQpYxOwP+ejAV9D2Q9IObIWsi2F4MrT09y9c/HzPupZSGaVANIx463anzdj709Lko4kV1EcLPgE4fx8pUnbsH3I5eq7hvin3+7hmb0xtg+59LRYOrdUXLohxSXrkw0lgmPlgGtCB1V3QhLYMFzUaGD3pM9JbaLm6preqW9L/yztjyMiFshC9ysR81O5+wFT5pYrIrvbEPE2qHgzyriOxjjqXU0i5iB7OwBQQ+NTj/W0o4oV9MgEWilkKoF9xvpZBbS5ys+ElCSvuAjvZ48aMWm6e6hF5OoerN4O9FjOBIrXHzc0zbvoLYT6+SltRAjbAimRtg2JGHoshxqemHpJKPAFg2PIvk7UyMSUC2yW8kM1nkf2dzWd3/HOou9bBu8LBZqlDjwP5698EBag0Xu+bT7jRC9UJsLPXEF5yITgV0bMTw0EHjgWeuQXBPf/Bfo5H8HqX2AswzIFeEdErHSW6pxl1PXxlCbuCIYqS+uSAjgzm2gQpMBch0UlehERS8sxKUq9973v5YknnuCLX/zicg8FgFgsRizWuoDSlZQUPYWvoJqxrUyDJGxMl7yip+iq6ww3UVZHu7fNnCQsSDuCgqso+8Y1lHKMSHUgFKRiliBQ2mRJBbA6LdlfUNx8/wRvf24H19w1xL580LR07ki76y0EKURNTKqWVuZczZqMhRCm6yHCfFa+hoMFn2zMqZ2MRp36IpaChe5XIuZGK0Vu2+eNIFXfiS8ZR67pQe0bJrft88QuOW9Jy7iaCWNqdBLvoScAsNb2Ige6CfYPE/z8cfMiAUhJUHJRP3v0sAW0+GXPRn7ky6iJAgTu/C+oJyyxUxN5ZDqBNdCN/7Q7s1tf9UBlW40h5a12vGiWc+UFkIyjfB8x7iIcG9ljXNLTBT7l+Y3v1cwpJYURrYom/7AqAJ4oLOa+pbETXZcRgZYUASgjNAF4k0agCiqg3FCswghXpYOANiV/QkNQMJ+51uDlUP/7erjwn7AGLmr93ZcxwDsiYiWzVOcsXTEbRwrGvIBhb2nPs2NC8K7T+iMXVETEMnDMHTX/5m/+hu9///t85jOfob+/v/Z4T08PnucxOTnZMP3IyAi9vb21aYaHhxuer/493zSZTKapS+pwEQi0BleZ7neV8Kerwg7edbebldZ87fH8ihKlupMWRU9zqKAQAgZCAafoaSq+RgKVwASs+xr2TPo8Oe4Tt+CxUY/OhMVtl/eyuTdGwTMZUgVPs7k3xq3LmM9ULa3sTsjaRastq18U05Gj7GuKdbayo1VuGBERcfh4Dz6O/9huIwQ1CSiuL+NaKmYIY8k4CIEezdXEGDU4jhqeQA+O170QEx5eKqNzRdTIhJnPAt1Oznmn4ZyzCVILvHCQArmm1whNhTL+0wfQSmGt7jbZVPUIgUjFkX1dZpkcm5btU4LZQ9XLFdTTBwh2HUQVyqixXE3g87bvQGSSaClhLD//e4SdCZXvo0Zz2KefVCuVjGid6Z3oiHUs9Tsyw4klLPNPuaAD0wVQe5g2L9UOjp5x3FXnYTnmNe4k6v63oA7+cEGjkP1bsc7fZhxRfgFKg+AXEB1nYp2/LQrwjohYRDa3JdmUinOo4rV8b+NwiAl41+n9XNzTNv/EERERi85hOaWUUuzatYuRkRGm56Sff/75izKw6Wited/73sd///d/87nPfY5169Y1PH/22WfjOA4//vGPufzyywF46qmn2L9/P+eeey4A5557LrfeeisjIyN0d3cD8KMf/YhMJsOmTZtq09xzzz0N8/7Rj35Um8diMFpSOBLK0wT/+tMtR5rpwAgluyam3Y1eRgRQ8DRSak7rdnhqzCNQMFFRVHyNrxqXRWA69ZV8jVuYKk28/JSZpXOL1V3vcBkumqD2eJ1LLeUI4rag5GscYZbLD68Fj3a5YURExOGhhidMWVx8lhPOo1DG5T7wGN4vd5gOdaUKpBJQrKBLFSM6aY0uVdB7BpvPQAN+gC6V8R/ddVg5SMmXXIz74OOt3+QQAqREJONYG/oJDo5CoUywexCrrxN780b8HfuQ2TRCCkQ6iUgn0MUyamgsnAfGnQShe6pu/pY0yw4mnLxZgHp12TW1APPxa25BtqdrAp86NIreP9z8tfVIGc5Lo4bGkekkiZe07pSJqGNaJzrtL23EQCNhKZ/2Tb5UjXm2bB2Atmrlf/gF1CP/gOi7cEHuJtm/FdF3YRTgHRGxxEgh+L2BDu4dzS+4A3mr2MCNZ67hNet7l+gdIiIi5mPBotRDDz3EW97yFvbv3z9DkBJC8Mgjjyza4Op573vfy3/+53/yj//4j6TT6VoGVDabJZFIkM1mufLKK9m2bRvt7e1kMhluvPFGzjvvvJqgtHXrVjZt2sTb3/523va2tzE0NMRHP/pRrrrqqprl9OUvfzlf+MIXuPnmm7nyyiu57777+Pa3v81tt922aMvSlZS4Ste63UFjFIcAXKVr5XvDxaDBmbNcVFujtsUlf/O8Li5Ym2Ck5POH3xxk16Rfu+aYftCoilIWxglWX5pYXzq3EuhJWcQs01kv6Ux9IgNpm12THm7YRd0SmqKnlqXcMCIiYuHInnZEzIGKB8km+5yyu6RlXJW7H2Dirf+AGhwHAcqSiHjMCFRVIWaW/CPzXPif1lD2UMXyggS0+jI3ygso3QvDZYVtIVIJRDaFHp1EF8pkP/A67NNPYuwP/gqRSRrnV3W4qQQiHkMXy0YIcmzTUc+xzEHC80PXUihKCabK7maLJhIg1/ch29IEuw4S7BnEOmUArTXq4GhryxOoKREsX0JLSf6mz1P+2j1HPez+WEdXRk2HOyuO9vJQnkVMXTQktTMM4YAOt2O1wFJU5YOwzfct1maEtbGHoWvzgmYTBXhHRBwdJpegbM8GAiAhBWlLcHJq5VyLRESciCxYlHrPe97D2Wefze23305vb++MMoil4ktf+hIAr3zlKxsev+mmm3jJS14CwDvf+U6klLzxjW/EdV22bt3Ke97zntq0lmVx6623csMNN/Cyl72MZDLJFVdcwRvf+MbaNOvWreO2227jpptu4rOf/Sz9/f3ceOONPO95CwzDnAeBQAhNwhK1jnfVm8mVQDeU73UlJXoFFO9Vb1Sf1u3whi1tfH9XiWu/M4zWRnSq5mLVIzCur6ntpHHZVhrn9cU4vcth+5DLmroQ9mxcclLWZtekjxAwXlbEbcnm3hjXP7dj2coNIyKWg2ad45Yyh2kxcM47Dfv0k/C272jMlMI4HtVoDmfzxiUp46qWmanRybCjnDRle8Uy5Iqtz6hemFK6ZQFteo6VTMYIduw3YefTnUv12BYojUjGESlTvi6EgM4suuxi9XYS23LGrOtV9ncRPLXf5DZ1Z01JYr0TSghjOxUiFKXUlCBVL9AJYcQrBNK2EUIYN9ZY3rxmLDclNC0EpSEZR2SSRz3s/nig1onOL5sSNr1UPoYq4fylA0jThe+wzo2UcVhZKXDaoDxk3E6LONKIYw+tVeR8W4EorfnWIXMDxgG8xZov4AhBd8xGY7KrIiIilo8FfwN37drF3/3d37F+/fqlGM+sPPbYY/NOE4/Hec973tMgRE1nzZo1fOITn5hzPs95znP4xje+sdAhtsxoSZFyBHlX4yqNLQQyPP92lcYSpmRstKS4e2eRm+4bx10h1XuOBTdeZFodb7tvnJyrObnDJu+agPPSNEeXJUBKI7z5unHZViJSGNfT1U1C2Cc9zUntNm/5jQ5ObndWRLlhRMTRplnnOPv0k1a8y0RISfb6VxhxaN8wsisLiRiUXdRoDtGWInv9KxZdXGvIkVrfh3pynynXcyzzr15M0Xput1R1GkD2dbYkoDULeBeASsanXEyWBb5vru+lqBOrNNgW1kB340zrXGVzrVc9WUT2d2P1d6GGxlGpBLoaLp6yzXqQAtGdQY9MYsqxGpcTgJhtxuUFaD9AQM2VpUuuCUI/HLRGHxhBpY5u2P1xQ7UT3eh2E/SNxUyv9GITeraP9LgrJCRXGZeVtI0IEXHCog7+EPXIPxjXnPJAOoi2TcgzFK+KowABAABJREFUr40ywpaZ7ZMlDpRdElJQXuRQqW7HVK6clU2yuS25qPOOiIhYGAs+69q8eTO7du1airGcMPSkLDIxyUDGJmkLlNZ4SqO0JmmbUrFMTPL0uMfVdw3xyyGX/szKUPBff14bl21IzQgEz8Ylp3U5rMva2NKIUdVTxmbLtpJDwS/dkJo1hP22y3t5/XntXH5Kii398UiQijihmB4sLQe6G1wmlbsfWO4hzkn80i103vY2nM0b0YUy6sAIulDG2byRzluXxiFTH7AupUT2dxmnlBc0d/dMDw6vp+YcgvSf/UFLwslsAe/WQPdUh7wgQA50GzGpGp5u22BJrJP6ENkpJ2jVVVYfDj7Xeu367Lvp/ckn6Pra++n60g303Ptxeu75B7r+7X10/P1fELvoXOOenS+0PRTsRBhSLqSEmI3OlyB+BMdHrVH7Tce4oxF2fzxR7USHjIdB4kfB0S1jYS5Ui+KXaLZtCEj2gZ0GdxzRtgk6z17UYUYcO1Q7SOqxR8w2EW4bevwRgp9ev+Ag/IjFZdT18TX0xe1F78416AZYAt60cVV0Ph8Rscws+Ezula98JR/84AcZHh7mtNNOw7YbZ3HGGQsLXT0RqS8RO7XTpuSbCgZbQtKGfXnFM3tjfPWxPDlXsybsbKe0Zl8uWNTTvmbm9+pj1Z1/tbJic6/DR57fAzQPBAdBV1IyXDJd+CwJA2mLhC0blu1YCAW/dMPKC2GPiFhOmjluAEgeWy6T+KVbiF1y3lErP5wesC7b0nBSH+rgqHEK1QbmTIlVzajbUVub1pJ5/YsP6/2riGwKe30//v5hE7ZeKGF1tyFX95C84iJEe5r8LV9GTxbRtjWvq2y+9TpbIHvy//1/DG99A9r1jHPLD4xzyxJQDgs1PD/s6peAVHyq3PIZJxOM51GThdDhdZhHx4oLxQoklz7s/nhD9m9Fn/3nqJ/fYBwmS42dMh3vZhXBbIxbqypaCRodXALsJFhJKB0EO4M889qoTOsEZXoHydpxzU6irQSUDh5WEH7E4tEVs3GkwJGSNlswegQZu7XqcMw1jhCwKu6wtSuzSKONiIg4XBYsSv3Zn/0ZYPKbqggh0FovadD58URjiZiiKyHJxEyJ2L68Cc6+8vQ0N/14vOZEAuhLG2fVk2P+oghTsTDryQ10bSetMeJYf1qSciRFT1PwNF0JwYcu7amJMs0DwaEaCv70hEegwZJixrIdK6HgKy2EPSJiOZnNcQNmP1LvMlloR7ijjZDyqI2xWcC6bEubwPBCmWDnAfB8rA0DiLTpxqdyBRPcXXVSCUy5kRSIVZ103vq2lkW0uQLeRTaFvW4VaixH9l2vInbB2Q1CknPaSVOlmmM5RMzB2bxx1lLNw1mv/i+eJHj6ANr1jaiktAmiDoQJR/fCx22J6OuEUqUmjLXf/AYActs+T+Unv4aJwoLeu4bWpixwicPuj1fkpleg9t4Jww9BUMTknrWSOVAXXN7ym8Ug1Q7FA8YxBaaTnnDqhCo55aTSAUgbnE7wJszjwoGgiOg4MyrPOtGZ1kGyHiEEOtZx2EH4EYvD5rYkp6YT/DpXIl4tNT9MJOb+RU/MIWuHzaRcn+2TJc5tj7JhIyKWkwWLUt/73veWYhwnHNUSsW33jfPYqMdYWRGzRC0421M0cSJBW9xiXRvsnlyckCmJyXlywpK7joQpKzxYCJioaGKWYEv/zDDv2QLBATIxQcaRCAGBMuVv9csWhYJHRBx7zOa4qZGIXCbNmC1gXQgB6QQilUCXXfR4HiEFJGMmY7BYQZddRMK4SkXcwT77FNr+8pULKjNsNeA9/YaXzBC6joarrPLdn6FGJmr5VTg2BMGUOCUFaBDppOmW10QYq45x8q8/SeXb982dydUMpdGWQC9h2P3xjBAS68zrCH7yDiiVQQXM3kKx9ioTWK5cM52w5xeyhG1e5xch0Q1ezpR9pgaM+8kvmMD1oEItQEDaJtDcikHnc5FrX4DInBQFWUcAjR0km2LFwZ2IgvCXESkEb9q4irc8vIeRyuG7MQWQtCR9cYdMKEgprRn3NaMrJbg3IuIEZsGi1Jo1a5ZiHCckc5WIPXCwMosTCXpTkoN5cBdwg9ESEEw7P6zelNaAp8FTUPThYCFgddbmilPTXHZyqmnZ2lyB4KNlRU9K8o+X99KZsKLyt4iI44C5HDdAQ/h1xBTzBazLnnbSV7+Iyl0/aXAkxZ59Bpm3/xGyM3tEgtCRBrwvpatMK0Xx09+ecoS5fugKC11SSkHMRvZ00PaB12H1djZdD9Ux9nzrQ5S+cz+Tb/k4/lP7TUleKwhQg+NYPe1LEnZ/IiD7t8JvfJDgoRuNq2Q2QUo6U6JhvBdK+8LH7fCEZLbQeok453qsvt+sdUdTlXHUz95pHFBCmNK+ZD9UhkHGEc94I7L7XJMbFYlQEU2odZAMKkbYnE5QiYLwVwAXdWe55ex1vO/R/fx8srTg10tgdcKhe1qHvYrSOEJEnfciIlYAh/Ut3L17N5/5zGfYsWMHAJs2beJVr3oVJ5100qIO7kRgthKxuZxIWkPMErhKz3svsh5bhk2Vwr+VNjehweywB7I2XUlJxdfsnPD55+2TnD8we5j3fG6vyBEVEXH80KrjJnKZzKQaBD5XKVzmL162ZI6kVt5/OSje/u/4T+yZ9qiYEidsCRUPa3UPqT/67ZbWR/K3n0PiF+dT/OJ3mHzzx0FK1NDY3HlTQuBsGKD9w9eu6A6SKx3ZvxV97rtQP3ytcTHNhrCMK8qfDN1Snjk5kTHzexPHlDjtT7HPvMb8Hj5mAeL8bVNd09wJIyB0bY7K8iJao9pBcvwRtJWYcVzDHUd0nBkF4a8ALurO8sL+dh6cLLV83WNh3FG2EHQ5jQ2WtNaMe0HUeS8iYoWwYFHq3nvv5ZprruHMM8/kWc96FgA///nPeeELX8itt97Kb/7mby76IE9E5nMidSYktlQUPI03zTHVTKjqTUmStqToa2ISrnlWG2syNh/92QS7Jnw2tFu1O4hJR7DGFuzLB2y7b5xL1ifnFKaiQPCIiOOfI3XcnOjMVwq31DlXRzvgfTpaqYb3ts/ZROH2fw/vsoTZURpMKRfmcS8AS5rg9QWMU0hJ6o9+m9Jn78J94LEwOJ2pssAqUiJ62hBS0n7b24iff+YiL/WJhdYK/cg/grbqut4Jk4eGDsUnH5DmM27biFj7AvTDtxhHihbmdcIy0woBIga9z8Z61nuavqfs34rou9BkA4UOqsgRFdEq1Q6SwU+vh9JBdKzDlOwFFXDHoyD8FYTSmjsPTdZCymfzVFaxgL85Y4Azs0ne+qu9HKz4dDgWcSmoKCNIZWwZdd6LiFghLFiUuuWWW3j1q1/NW9/61obHP/zhD/PhD384EqUWkbmcSL+1IcG2+ybwp939bSZISWFK82KaBhfTAwcrjJQU/WlrxgFXCEFXQvLYqMeDh9w5A7+jQPCIiBODleq4OVY4mgHrK+n9K3c/MLXNuJ4p8xzoxt95AKQJcCfmhMKUbjiIibY08cueveD3rIqoo6+7GZ0vmhLBmGNEqSAAKZHr+yBXwnnmRmJbTl/EJT5BGXsYPfYrUJWwDC/8ILU05XkyZkQpOwntp2Jd9g2ktAmERP3yQxC4RohCgpUwLqp4F9ZZ180pCgghoWtzlPkTcVjI/q3QzHEXBeGvKLZPljhQdkmEotJ8SAFxy+LinjZuOXsdH9sxyBOFMuO+Kdk7K5vkTRtXcVF39iiMPiIiYj4WLErt2LGDj370ozMev/LKK/nMZz6zGGOKqKOZE2ms5HPNd4ZrnfLqnVL1u+mkDXFLcHpXjPds7WRV2m5wMQ0Xg6Zh6lUStmCsrBguznc/IiIi4kRhuR03EccWlbsfYOzqD6FzRdO5Md4GFQ//8T3oycKUGOVYEHemRCmtwfOxTx447JLQ+KVb6Lr97Uy8/R/xfvEkuJ4RwZJxrO42dK4UOfwWEXXwXnDHMO6oanC5BpQJNBe2+d1JY22+HinNKah15uuh4yzUL2+G/C7z2VsJRPupkSgQcVSIHHcrn1HXx9fQF7fZV/YJ5mhoUf3U/vHpQTam41zUnWVrV4btkyVGXZ+umM3mttmrQCIiIo4+Cxalurq6eOSRR9iwYUPD44888gjd3d2LNa6IOuqdSEprfufLI+RczcntNjlXsy/nU/Snds4SU66ngfa45AMXdzXNd+pJWbOGqQOUfdN9rydlzXguIiLixGW5HT8RxwZaKXLbPm8EqfocsmQc2ddJMJE3AoQUplTPlqFTRoOvwLJIvfb3jkgwil+6hd6ffILC7d+k+In/INg/HA6OyOG3iGitUHu/bTQoYYG0TDme8oHwzpkOQDrIZ/z5DKHJGrjIPBaJAhHLROS4W9l0xWwcKXCkZG3S4UDZo9TEMSUBWwrWxh3yvuJjOwbZ2pVBCsG57VHWbUTESmXBotT//b//l7/+679mz549DZlSn/jEJ3j1q1+92OOLmMaDh1weG/XoTkiEELTFBdmYw3BRMVTycX1z+ifE/IHjc4epm+yqzb0xzuuLHaWli4iIiIg4XvAefBz/sd3GITW9g2s6SZCIm66Na3pgPI8uu6CVEaYsifPMjaRf96IjHoeQkszrryD9uhdFDr+lYuxhKB0yeTzKA6xQnArzpLQyzqmOs5CbXtF0FpEoEBERMRub25Kcmk7w61yJ/rjNqek4ByoeQ+5UNYcAUpakL+6QsSW2FDxRKLN9shQJUhERK5wFi1LXXnstmUyGT33qU3zkIx8BYNWqVVx33XW86lWvWvQBRjTSrOROCEFv2qI3Lcm7isGi4l0XdvKGZ7XNaU2dL0y9LWaej+ytERERERELRQ1PmAypeFvT563V3QRPH4DQSYXW6GIFXSgjurK03/yGRRWNIoff0qEro0aMSvZBcX8YVG4ZgVETio0SufZ3I/dTRETEgpFC8KaNq3jLw3tqoeVpSzJKgMYYbvvjDt2xqUvbuBSM+5pRd2ZHz4iIiJXFgkUpIQSvfvWrefWrX00+nwcgk8ks+sAimjN3yZ1ACkE2JrlgTaIlMWmuMPW5XFYRERERERFzIXvaETEHKh4kZzbDEI6N7G7HOnkAdWCkFoLubDk9Kqs7xhDxLhNMLh1Ir4XSoAk8Vzp0vsXATiEHLlruoUZERByjXNSdbQgtLwamNDguBasTMTJ2o+BdUSbUvCu24MvdiIiIo8wRfUsjMerosxQld83C1OsD0SMiIiIiIhaKc95p2KefhLd9R2OmFOZ4pUZzOOdsouvOD+H/4smorO5YpvNsRNsm9PgjkOyH7MkQlE2mlLDAnUB0ngmdZy/3SCMiIo5h6kPLhyseNz95iD0ll7TVeM2itWbcCzgrm2RzW3KZRhsREdEqLYlSV1xxBZ/+9Kdpb2/nxS9+8YxsiHq+/vWvL9rgImayVCV39WHqERERERERR4qQkuz1r2Ds6g+h9g0ju7KQiEHZRY3map3vpG1HZXXHOEJI5JnXEvz0eigdhFiHyZcCcMfBySDPvDYq3YuIiDhi6kPLY5ZsKOmLS0FFGUEqY0vetHFVdJM9IuIYoCVR6vnPfz6xWKz2+1yiVMTSE5XcRUREREQcC8Qv3ULnbW8jt+3z+I/tRo/lTIle1PnuuEP2b4Xzt6Ee+Qf05JPgToC0ER1nIs+8dkbHvYiIiIgjZXpJ37hvSvbOyiZ508ZVXNSdXe4hRkREtEBLotR1111X+/3P/uzPlmwwEa0TldxFRERERBwLxC/dQuyS86LOdycAsn8rou9CGHsYXRk1WVOdZ0cOqYiIiCWjvqRv1PXpitlsbktG10QREccQC86Uev7zn89XvvIVOjs7Gx6fnJzkiiuu4Hvf+96iDS5ibqKSu4iIiIiIY4Go892JgxASujYTXQ5GREQcLepL+iIiIo49Fnzrat++fSilZjzuui6HDh1alEFFRERERERERERERERERERERBzftOyUqndA3XvvvWSzUzW6Sil+/OMfs2bNmsUdXURERERERERERERERERERETEcUnLotS1114LgBCC66+/vnEmts2aNWtmPB4REREREREREREREREREREREdGMlkWpRx99FIBLL72Ur3zlK3R1dS3ZoFYCX/jCF/jkJz/J0NAQZ5xxBn/1V3/F5s2bl3tYEREREREREREREREREREREccFC86Uuvvuu497QerOO+/kpptu4tprr+XrX/86Z5xxBq95zWsYGRlZ7qFFREREREREREREREREREREHBe05JT67Gc/y8te9jLi8Tif/exn55z2Va961aIMbDn5l3/5F1760pdy5ZVXAvDe976X73//+3z1q1/lda973TKPLiIiIiIiIiIiIiIiIiIiIuLYpyVR6tOf/jS/93u/Rzz+/7N35/FRVff/x1/3zpbJvhICBIigqAiKYFWMG2Jrq1iXWq11xSpFrUu1atWvdd+qVSv+FHFpsYtLXaqoXZRqRbRVBFErqBhZQ8iemcx6597fH5MMCQmQwCRs72cflMy9Z+6ce3FO7nzmcz7Hx+9+97uNtjMMY4cPSsViMT777DOmTZuW2maaJhMnTmThwoUbfU4sFks9DgaDfd5PEdm5aVwRkb6gsUVE0k3jiohsjR4FpebOndvtzzujxsZGEokERUVFnbYXFRXx9ddfd/ucmTNnMmPGjP7onojsIjSuiEhf0NgiIummcUVEtkava0rNmDGDcDjcZXskEtllB6Np06axYMGC1J+33357W3dJRHZwGldEpC9obBGRdNO4IiJbo9dBqYceeohQKNRlezgc5qGHHkpLp7algoICXC5Xl6Lm9fX1FBcXd/scr9dLdnZ2pz8iIltD44qI9AWNLSKSbhpXRGRr9Doo5TgOhmF02b5kyRLy8vLS0qltyev1Mnr0aN57773UNtu2ee+99xg3btw27JmIiIiIiIiIyM6jRzWlAA444AAMw8AwDL7zne90CkwlEglCoRCnnXZan3Syv5177rlcffXV7LPPPowdO5bf//73hMNhTjrppG3dNRERERERERGRnUKPg1LXXnstjuNw7bXX8rOf/YycnJzUPo/Hw+DBg3eaTKLvfe97NDQ08Nvf/pba2lr22msvHnvssY1O3xMRERERERERkd7pcVDqxBNPBGDIkCHsv//+uN09fuoO6YwzzuCMM87Y1t0QEREREREREdkp9bqm1Le+9S3WrFnDfffdx89//vNUQfC3336bL7/8Mu0dFBERERERERGRnU+vg1L//e9/mTJlCosXL+Yf//hHaiW+pUuX8uCDD6a9gyIiIiIiIiIisvPpdVDq3nvv5bLLLuPJJ5/E4/Gkth900EEsWrQonX0TEREREREREZGdVK+DUl988QWTJ0/usr2wsJDGxsa0dEpERERERERERHZuvQ5K5eTkUFtb22X7559/TmlpaVo6JSIiIiIiIiIiO7deB6WOPfZY7rnnHmprazEMA9u2WbBgAXfddRcnnHBCH3RRRERERERERER2Nr0OSl1++eXstttuHHHEEYRCIY499ljOOOMMxo0bx/Tp0/uijyIiIiIiIiIispNx9/YJXq+XW2+9lYsuuogvvviC1tZW9t57b4YPH94H3RMRERERERERkZ1Rj4NStm3z2GOPMXfuXOLxOAcffDAXX3wxGRkZfdk/ERERERERERHZCfV4+t7DDz/MfffdR1ZWFqWlpcyePZubbrqpL/smIiIiIiIiIiI7qR5nSv31r3/lV7/6FaeddhoA8+fP54ILLuC2227DNHtdmkpERERERERERHZhPY4mrVmzhsMPPzz1eOLEiRiGwbp16/qkYyIiIiIiIiIisvPqcVAqkUjg8/k6bXO73cTj8bR3SkREREREREREdm49nr7nOA7XXHMNXq83tS0Wi3HjjTfi9/tT22bMmJHeHoqIiIiIiIiIyE6nx0GpE088scu2448/Pq2dERERERERERGRXUOPg1J33HFHX/ZDRERERERERER2IVo2T0RERERERERE+p2CUiIiIiIiIiIi0u8UlBIRERERERERkX6noJSIiIiIiIiIiPQ7BaVERERERERERKTfKSglIiIiIiIiIiL9bocISq1atYprr72WSZMmMXbsWCZPnsxvf/tbYrFYp3ZLlizh9NNPZ8yYMRx++OHMmjWry7Fef/11jjnmGMaMGcOUKVN4++23O+13HIcHHniAyspKxo4dyznnnMM333zTl6cnIiIiIiIiIrLL2SGCUl9//TWO43DzzTfz6quv8stf/pKnn36a++67L9UmGAxy3nnnMWjQIF544QWuuuoqZsyYwTPPPJNq89FHH3HFFVfwgx/8gJdeeomjjjqKiy66iC+++CLVZtasWTz11FPceOONPPvss/j9fs477zyi0Wi/nrOIiIiIiIiIyM7Mva070BOHHXYYhx12WOpxeXk5VVVV/PnPf+bqq68G4OWXXyYej3P77bfj9XrZfffd+fzzz3nyySc59dRTAZg9ezaHHnooP/nJTwC47LLLmD9/Pn/4wx+4+eabcRyH2bNnM336dCZPngzA3XffzcSJE3njjTc49thju+1fLBbrlLUVDAb75DqIyK5D44qI9AWNLSKSbhpXRGRr7BBBqe4EAgHy8vJSjxctWsSECRPwer2pbZWVlcyaNYvm5mby8vJYtGgR55xzTqfjVFZW8sYbbwDJaYK1tbVMnDgxtT8nJ4d9992XhQsXbjQoNXPmTGbMmJHGsxORXZ3GFRHpCxpbRCTdNK6IyNbYIYNSy5cv5w9/+EMqSwqgrq6OIUOGdGpXXFyc2peXl0ddXV1qW7uioiLq6uoAqK2tTW3bWJvuTJs2jXPPPTf1OBgMcvjhh2/BmYmIJGlcEZG+oLFFRNJN44qIbI1tGpS65557ui1G3tFrr73GiBEjUo9ramr4yU9+wjHHHMMPf/jDvu5ij3i93k4ZWiIiW0vjioj0BY0tIpJuGldEZGts06DU1KlTOfHEEzfZpry8PPVzTU0NZ511FuPGjeOWW27p1K64uLhLNlP74/bsqO7a1NfXp/aXlJSktg0YMKBTmz333LM3pyYiIiIiIiIiIpuwTYNShYWFFBYW9qhte0Bq9OjR3HHHHZhm54UD99tvP+6//37i8TgejweA+fPnU1FRkao9td9++/H+++93qis1f/589ttvPwCGDBlCSUkJ7733HnvttReQTD/9+OOP+dGPfrSVZysiIiIiIiIiIu3MzTfZ9mpqajjzzDMpKyvj6quvpqGhgdra2lQNKIApU6bg8Xi47rrr+PLLL3nttdeYPXt2p/nNZ511Fu+88w5PPPEEy5Yt48EHH+TTTz/ljDPOAMAwDM466ywefvhh3nzzTZYuXcpVV13FgAEDUqvxiYiIiIiIiIjI1tshCp2/++67LF++nOXLl3PYYYd12rd06VIguUre448/zs0338xJJ51EQUEBF154Iaeeemqq7f77788999zD/fffz29+8xuGDx/OQw89xB577JFqc/755xMOh7nhhhtoaWlh/PjxPPbYY/h8vv45WRERERERERGRXYDhOI6zrTuxswkGg4wfP54FCxaQnZ29rbsjIjsBjSsi0hc0tohIumlcEZHe2CGm74mIiIiIiIiIyM5FQSkREREREREREel3CkqJiIiIiIiIiEi/U1BKRERERERERET6nYJSIiIiIiIiIiLS7xSUEhERERERERGRfqeglIiIiIiIiIiI9DsFpUREREREREREpN8pKCUiIiIiIiIiIv1OQSkREREREREREel3CkqJiIiIiIiIiEi/U1BKRERERERERET6nYJSIiIiIiIiIiLS7xSUEhERERERERGRfqeglIiIiIiIiIiI9DsFpUREREREREREpN8pKCUiIiIiIiIiIv1OQSkREREREREREel3CkqJiIiIiIiIiEi/U1BKRERERERERET6nYJSIiIiIiIiIiLS73a4oFQsFuP73/8+o0aN4vPPP++0b8mSJZx++umMGTOGww8/nFmzZnV5/uuvv84xxxzDmDFjmDJlCm+//Xan/Y7j8MADD1BZWcnYsWM555xz+Oabb/rylEREREREREREdjk7XFDq7rvvZsCAAV22B4NBzjvvPAYNGsQLL7zAVVddxYwZM3jmmWdSbT766COuuOIKfvCDH/DSSy9x1FFHcdFFF/HFF1+k2syaNYunnnqKG2+8kWeffRa/3895551HNBrtl/MTEREREREREdkV7FBBqbfffpt3332Xq6++usu+l19+mXg8zu23387uu+/Osccey5lnnsmTTz6ZajN79mwOPfRQfvKTnzBixAguu+wy9t57b/7whz8AySyp2bNnM336dCZPnsyee+7J3Xffzbp163jjjTf67TxFRERERERERHZ2O0xQqq6ujv/7v//j7rvvJiMjo8v+RYsWMWHCBLxeb2pbZWUlVVVVNDc3p9ocfPDBnZ5XWVnJokWLAFi1ahW1tbVMnDgxtT8nJ4d9992XhQsXbrRvsViMYDDY6Y+IyNbQuCIifUFji4ikm8YVEdka7m3dgZ5wHIdrrrmG0047jTFjxrBq1aouberq6hgyZEinbcXFxal9eXl51NXVpba1Kyoqoq6uDoDa2trUto216c7MmTOZMWNG709MRGQjNK6ISF/Q2CIi6aZxRUS2xjYNSt1zzz3dFiPv6LXXXuPdd9+ltbWVadOm9VPPemfatGmce+65qcfBYJDDDz98G/ZIRHZ0GldEpC9obBGRdNO4IiJbY5sGpaZOncqJJ564yTbl5eW8//77LFq0iDFjxnTad/LJJzNlyhTuuusuiouLu2QztT9uz47qrk19fX1qf0lJSWpbx2Lq9fX17Lnnnhvto9fr7TRtUERka2lcEZG+oLFFRNJN44qIbI1tGpQqLCyksLBws+2uv/56LrvsstTjdevWcd5553Hfffex7777ArDffvtx//33E4/H8Xg8AMyfP5+Kigry8vJSbd5//33OOeec1LHmz5/PfvvtB8CQIUMoKSnhvffeY6+99gKSkf6PP/6YH/3oR2k4YxERERERERERgR2k0PmgQYPYY489Un+GDx8OwNChQxk4cCAAU6ZMwePxcN111/Hll1/y2muvMXv27E6ppGeddRbvvPMOTzzxBMuWLePBBx/k008/5YwzzgDAMAzOOussHn74Yd58802WLl3KVVddxYABA5g8eXK/n7eIiIiIiIiIyM5qhyh03hM5OTk8/vjj3HzzzZx00kkUFBRw4YUXcuqpp6ba7L///txzzz3cf//9/OY3v2H48OE89NBD7LHHHqk2559/PuFwmBtuuIGWlhbGjx/PY489hs/n2xanJSIiIiIiIiKyUzIcx3G2dSd2NoFAgAkTJvD222+TnZ29rbsjIttQVlYWhmFs9XE0rohIRxpbRCTdNK6ISF/Y3Niy02RKbU9aW1sBtOqEiLBgwYK03JBpXBGRjjS2iEi6aVwRkb6wubFFmVJ9wLZt1q1b16NvG9qXTNU3CboWHelaJO0M1yFd3zr2ZlyBnePapYuuRZKuw3o7w7XYFmPLznDd0kXXYj1di6Sd4TronmXb07VI0nVYb2e4FsqU2gZM00wVYO+p7OzsHfY/snTTtVhP1yJJ12HLxhXQtetI1yJJ12E9XQvds2wtXYv1dC2SdB10z5IOuhZJug7r7czXYodYfU9ERERERERERHYuCkqJiIiIiIiIiEi/U1BqG/N6vVx88cV4vd5t3ZVtTtdiPV2LJF2HLadrt56uRZKuw3q6FltG1209XYv1dC2SdB22nK7deroWSboO6+0K10KFzkVEREREREREpN8pU0pERERERERERPqdglIiIiIiIiIiItLvFJQSEREREREREZF+p6CUiIiIiIiIiIj0OwWlRERERERERESk3ykoJSIiIiIiIiIi/U5BKRERERERERER6XcKSomIiIiIiIiISL9TUEpERERERERERPqdglIiIiIiIiIiItLvFJQSEREREREREZF+p6CUiIiIiIiIiIj0OwWlRERERERERESk3ykoJSIiIiIiIiIi/U5BKRER2eVNmjSJ3/3ud2lv21/+85//MGrUKFpaWvr1dR988EG+//3v9+triuxsXnjhBSZMmNCr5/RkHBo1ahRvvPHGVvRMRHZWO9L4oHuNnZ+CUiIbqK2t5dZbb+Xoo49mzJgxTJw4kdNOO40//elPhMPhbd09kZ1CQ0MDv/rVrzjiiCPYZ599OOSQQzjvvPNYsGBB2l6juw9tG/vw95e//IVTTz01ba+9oWuuuYZRo0bx6KOPdtr+xhtvMGrUqF4d68wzz+S2227rtG3cuHHMmzePnJycre5rOq1atYpRo0al/hx44IFMnTqV//3vf2k57ueff56mnor0nfb3/6hRo9hnn304+uijmTFjBpZlbfEx0zVm1dbWcsstt3DUUUexzz77cPjhh/PTn/6U9957b6uPLSJ945prruHCCy/c1t3YoW3JlwHSd9zbugMi25OVK1fyox/9iJycHC6//HJGjRqF1+tl6dKlPPvss5SWlnLUUUd1eV48Hsfj8WyDHovsmH72s58Rj8e58847KS8vp76+nvfee4+mpqZt0p/CwsI+fw2fz8esWbM49dRTycvLS+uxvV4vJSUlaT1mOv3ud79j5MiRrF27lttuu43zzz+f119/ndzc3F4fKxaL9UEPRfrWoYceyh133EEsFuPtt9/m5ptvxuPxMG3atC06XjrGrFWrVvGjH/2I3NxcrrrqKvbYYw8sy2LevHncdNNN/O1vf9vq1+gpx3FIJBK43fpoIiKyq1GmlEgHN954Iy6Xi+eff57vfe97jBgxgvLyciZPnsyjjz7KpEmTgGTK65/+9Cd++tOfst9++/HII48AyayHE088kTFjxnDUUUd1+Sa0paWF6667joMOOoj999+fs846iyVLlqT2t6envvTSS0yaNInx48dz+eWXEwwG+/dCiPShlpYWPvzwQ6688koOOuggBg8ezNixY5k2bVqnoG9LSws33HADEydOZMyYMRx33HH861//Su3/+9//zrHHHss+++zDpEmTeOKJJ1L7zjzzTFavXs0dd9yRylD4z3/+wy9/+UsCgUBq24MPPgh0zqpyHIcHH3wwlcVVWVnJrbfe2ukcIpEIv/zlLxk3bhxHHHEEzzzzzGbPe+LEiRQXFzNz5syNtmlsbOTnP/85hx56KPvuuy9Tpkxhzpw5qf3XXHMN//3vf5k9e3bqHFatWtXt9L1NXZ/2c37kkUc2eR6//vWv+c53vsO+++7LUUcdxf333088Ht/suW4oPz+fkpISxowZw1VXXUVdXR0ff/wxK1asYPr06UycOJFx48Zx8sknM3/+/C79fOihh7jqqqvYf//9ueGGG1L/nZxwwgmMGjWKM888kw8++IDRo0dTW1vb6fm33XYbp59+eq/7LJJO7YHjwYMHc/rppzNx4kTmzp3bbduevi86ZoJ+8803/PjHP2bMmDF873vf4913391sn2666SYMw+C5557jO9/5DhUVFey+++6ce+65PPvsswD88pe/7BI4i8fjHHzwwTz33HNAcry95ZZbuO222zjggAOYOHEizz77LKFQKDW+HH300bz99tupY7SPWW+//TYnnXQSY8aMYcGCBd1mgNx2222ceeaZmz0fkV3RmWeeya233srdd9/Nt771LQ455JDUvU27nowP1dXVXHrppUyYMIFvfetbTJ8+nVWrVqX2t783Z8yYkfocc8MNN3T6osi2bWbOnMmkSZMYO3Ysxx9/fKfgdvv7/r333uOkk05i33335bTTTuPrr7/u1JdHH300Nf5de+21RKPRLv197rnn+O53v8uYMWM45phj+OMf/5ja155N/Y9//IMzzzyTfffdl+OPP56FCxem+rGx+0HZNhSUEmnT2NjIu+++y49//GMyMzO7bWMYRurnGTNmcPTRR/PKK69w8skn8+GHH3L11Vdz1lln8dprr3HzzTfzwgsvpAJWAJdeein19fXMmjWLF154gdGjR3P22Wd3yg5ZsWIFb775Jo888ggzZ87kgw8+YNasWX123iL9LTMzk8zMTN54442NZr3Yts3555/PRx99xK9//Wtee+01rrjiCkwz+Wvr008/5bLLLuN73/ser7zyChdffDEPPPAAL7zwApAM8A4cOJBLLrmEefPmMW/evNTNTXZ2dmrb1KlTu7z23//+d373u99x00038Y9//IP/9//+H3vssUenNk8++ST77LMPL730Eqeffjo33nhjl5uqDZmmyc9//nP+8Ic/sHbt2m7bxGIxRo8ezaOPPsqcOXP44Q9/yFVXXcXixYsBuO666xg3bhw//OEPU+dQVlbW5Tibuz49PY+srCzuuOMOXn31Va677jqee+65ra6nlZGRASQ/2IZCIQ4//HB+97vf8eKLL3LooYfy05/+lDVr1nR6zhNPPMGee+7JSy+9xIUXXpj6MPy73/2OefPm8eCDD3LAAQcwZMgQ/vrXv6aeF4/HU2O0yPbE5/NtNMDb0/dFO9u2+dnPfobH4+G5557jpptu4p577tnk6zc1NfHOO+9s9J6nPYvxlFNO4Z133mHdunWpfW+99RaRSITvfe97qW0vvvgiBQUFPPfcc5xxxhnceOONXHrppYwbN44XX3yRQw45hKuuuqpLGYR7772XK664gtdee63XU5lFJOnFF18kMzOTZ599ll/84hc89NBDqcBTT8aHeDzOeeedR1ZWFn/84x/585//TGZmJj/5yU863ae99957LFu2jKeeeorf/OY3/POf/+Shhx5K7Z85cyYvvfQSN910E6+++irnnHMOv/jFL/jvf//b6fXuu+8+rrnmGp5//nlcLhfXXnttat9rr73Ggw8+yOWXX87zzz9PSUkJf/rTnzo9/+WXX+aBBx7g8ssv57XXXuPnP/85v/3tb3nxxRe7vM55553HSy+9xPDhw7niiiuwLKvH94PSfxSUEmmzYsUKHMehoqKi0/YDDzyQcePGMW7cOH7961+nth933HGcfPLJlJeXM2jQIGbMmMEFF1zAiSeeSHl5OYcccgiXXnopTz/9NAAffvghixcv5re//S1jxoxh+PDhXH311eTm5vL3v/89dVzHcbjjjjvYY489mDBhAscff7xqO8hOxe12c+edd/LSSy8xYcIETjvtNH7zm990yhqcP38+ixcv5sEHH+SQQw6hvLycI488ksMPPxxIBlMOPvhgLrroIioqKjjppJP48Y9/zOOPPw4kM3NcLhdZWVmUlJRQUlKC1+slJycHwzBS27Kysrr0r7q6muLiYiZOnMigQYMYO3YsP/zhDzu1Oeyww/jxj3/MsGHDOP/88ykoKOA///nPZs/96KOPZq+99uK3v/1tt/tLS0s577zz2GuvvSgvL+fMM8/k0EMP5fXXXwcgJycHj8dDRkZG6hxcLleX42zu+vT0PC688EL2339/hgwZwqRJk5g6dWqqL1uipaWF//f//h+ZmZmMHTuWPffck9NOO4099tiD4cOHc9lllzF06NAuGSQHHXQQU6dOZejQoQwdOjQ1dak9Ays/Px+AH/zgB50Cb//617+IRqN897vf3eI+i6ST4zjMnz+fefPmceCBB3bbpqfvi3bz58/n66+/5q677mLPPffkgAMO4PLLL99kP9rveXbbbbdNttt///2pqKjoFOx9/vnnOeaYYzqNn3vuuScXXnghw4cPZ9q0afh8PgoKCvjhD3/I8OHDueiii2hqamLp0qWdjn/JJZdwyCGHMHTo0NT7WER6Z9SoUVx88cUMHz6cE044gX322Sf12aEn48Nrr72GbdvcdtttjBo1ihEjRnDHHXdQXV3dKaDk9Xq5/fbb2X333TniiCO45JJLmD17NrZtE4vFmDlzJrfffjuHHnoo5eXlnHTSSRx//PFdsrAvv/xyvvWtbzFy5EguuOACFi5cmMqGmj17Nj/4wQ845ZRT2G233bj88ssZOXJkp+c/+OCDXHPNNXz729+mvLycb3/725x99tldXmfq1KkcccQRVFRUcMkll7B69WqWL1/e4/tB6T+auC2yGX/5y1+wbZsrr7yy07cF++yzT6d2S5Ys4aOPPuqUGZVIJIhGo4TDYZYuXUooFOpyExqJRFixYkXq8eDBg8nOzk49HjBgAPX19ek+LZFt6jvf+Q5HHHEEH374IYsWLeKdd97hscce49Zbb+Wkk07i888/Z+DAgV2CxO2+/vrrLvXd9t9/f2bPnk0ikeg2UNNTxxxzDL///e+ZPHkyhx56KIcffjhHHnlkp1onHb/RNwyD4uLiHr9Pr7zySs4++2zOO++8LvsSiQSPPPIIf/vb36ipqSEejxOLxVLZRT3V0+uzufN47bXXmD17NitXriQUCmFZVqfxqadOO+00TNMkFApRXl7O/fffT3FxMa2trcyYMYO33nqL2tpaEokEkUikS0bIhuPtxpx00kk88MADLFq0iP32248XXniB7373uxvNfhXpL2+99Rbjxo0jHo/jOA7HHXccP/vZz7pt29P3Rbtly5YxcOBASktLU9vGjRu3yf44jtPjvp9yyik888wznH/++dTV1fHOO+/w+9//vlObjmOJy+UiPz+/U4ZpcXExQJdxcsyYMT3uh4h0b8Msw5KSktR7rSfjw5IlS1ixYgX7779/p+3RaLTTZ5RRo0bh9/s7HScUClFdXU0oFCIcDnfJOIrH4+y1114b7W97Pcz6+noGDRrEsmXLOO200zq132+//VJfmIVCIVasWMF1113H//3f/6XaWJbVZbGX7l6noaGBESNGINsXBaVE2gwdOhTDMKiqquq0vby8HKDLh8INP+SEQiF+9rOf8e1vf7vLsX0+H62trZSUlPDUU0912d9xEO2uyGdvbh5FdhQ+n49DDjmEQw45hIsuuojrrruOBx98kJNOOqnXQZh0Kisr429/+xvz589n/vz53HTTTTz++OM89dRTqQUNNnyfGobR4/fpAQccQGVlJffeey8nnXRSp32PP/44s2fP5tprr03d/N1+++1bVMepJzZ1HgsXLuTKK6/kZz/7GZWVleTk5PDqq6/y5JNP9vp17rvvPkaOHEl+fn6n4uZ33XUX8+fP5+qrr2bo0KFkZGRwySWXdDnfjjfBm1JUVMSRRx7JCy+8wJAhQ3jnnXeYPXt2r/srkm4HHnggN954Ix6PhwEDBmyyoHdP3xdbY9iwYRiGsdlpxwDf//73ueeee1i4cCELFy5kyJAhXVat6m4s6bitvfzBhuPkhu/t7sbSrVmlUGRXsDX3JJD8DDN69Ohup/32dFGFUCgEJKfwdQyAQTLDamP9bR8bbNvu1evccsst7Lvvvp32tZd4aNdxEarevo70LwWlRNoUFBRwyCGH8Ic//IEzzjij19+s77333lRVVTFs2LBu948ePZq6ujpcLhdDhgxJR5dFdiojR47kjTfeAJLfbq1du5aqqqpus6V22203Pvroo07bPvroI4YPH57KAvJ4PF1uPjweD4lEYrN9ycjIYNKkSUyaNInTTz+d7373u3zxxReMHj16S0+vkyuuuIITTjihy7l99NFHHHXUUXz/+98HkjdP33zzTadv9bo7rw315PpszsKFCxk0aBDTp09PbdtYpsbmlJWVMXTo0G5f48QTT+Too48Gkhkiq1ev3uzx2m80u/u3/MEPfsAVV1xBaWkp5eXljB8/fov6LJJOfr9/o/cHG+rt+2LEiBGsXbuWdevWMWDAAAAWLVq0ydfIz8+nsrKSP/7xj5x55pld7nlaWlpSAeSCggImT57MCy+8wKJFi7oE09OpsLCQL7/8stO2zz//XCsci2yhnowPo0eP5vXXX6eoqGiT2dBLly4lEomkvjhctGgRmZmZlJWVkZeXh9frZc2aNXzrW9/aqv5+/PHHnHDCCaltH3/8cern4uJiBgwYwMqVKzn++OO3+HV6ej8o/UM1pUQ6+NWvfkUikeDkk0/mtddeY9myZXz99df89a9/5euvv97kh7mLLrqIv/71r8yYMYMvv/ySZcuW8eqrr3LfffcByZW39ttvPy666CLmzZvHqlWr+Oijj7jvvvv45JNP+usURba5xsZGzjrrLP7617+yZMkSVq5cyeuvv85jjz2WmnL2rW99iwkTJnDJJZfw7rvvsnLlSt5++23+/e9/A8k6Ae+99x4PPfQQVVVVvPjii/zxj3/slDY+ePBgPvjgA2pqamhoaEhtC4VCvPfeezQ0NHQpugvwwgsv8Nxzz/HFF1+wcuVKXn75ZTIyMhg0aFDarsGoUaOYMmVKl8zJYcOGMX/+fD766COWLVvGDTfcQF1dXac2gwcP5uOPP2bVqlU0NDR0G6DqyfXZnGHDhlFdXc2rr77KihUrmD17dipomC7Dhg3jn//8J59//jlLlizhiiuu6NG3mEVFRWRkZPDOO+9QV1dHIBBI7Tv00EPJzs7m4Ycf7tMPzyJ9pbfvi4kTJzJ8+HCuueYalixZwocffpi699iUX/3qV9i2zSmnnMLf//53vvnmG5YtW8bs2bM59dRTO7U95ZRTePHFF1m2bFmnD4vpdtBBB/Hpp5/y0ksv8c033/Db3/62S5BKRHquJ+PDlClTKCgoYPr06Xz44YesXLmS//znP9x6662dFmaJxWJcd911fPXVV7z99ts8+OCDnHHGGZimSXZ2NlOnTuWOO+7gxRdfZMWKFXz22Wc89dRTXQqQb8pZZ53F888/z/PPP09VVVW3Y8All1zCo48+yuzZs6mqqmLp0qU8//zzvcrk7sn9oPQfZUqJdDB06FBefPFFZs6cyb333ktNTQ0ej4eRI0cyderUTS4rfuihh/LII4/w0EMPMWvWLNxuN7vtthunnHIKkEwbffTRR7n//vv55S9/SWNjI8XFxUyYMCFVa0FkV5CVlcW+++7L73//e1asWIFlWQwcOJBTTjmFn/70p6l2Dz74IHfddRc///nPCYfDDBs2jCuuuAJIfqt3//3389vf/paHH36YkpISLrnkkk5BiEsuuYQbbriByZMnE4vFWLp0Kfvvvz+nnXYal112GU1NTVx88cVd6rrk5uby6KOPcuedd2LbNnvssQePPPIIBQUFab0Ol1xyCa+99lqnbdOnT2flypWcd955+P1+fvjDHzJ58uROQZepU6dyzTXXcOyxxxKJRHjzzTe7HLsn12dzjjrqKM4++2xuvvlmYrEYRxxxBNOnT2fGjBlbftIbuOaaa7j22ms57bTTKCgo4Pzzz6e1tXWzz3O73Vx//fU89NBD/Pa3v2XChAmpAJ9pmpx44onMnDmzTz88i/SV3r4vTNNkxowZXHfddfzgBz9g8ODBXH/99fzkJz/Z5OuUl5enVgm+6667WLduHYWFhYwePZobb7yxU9uJEycyYMAARo4c2WVqTjodeuihXHjhhfz6178mGo1y8sknc8IJJ/DFF1/02WuK7Mx6Mj74/X7+8Ic/cM8993DxxRfT2tpKaWkpBx98cKfMqYMPPphhw4bx4x//mFgs1qU23mWXXUZhYSEzZ85k1apV5OTksPfee3e6t9uc733ve6xYsSI1BnznO9/hRz/6EfPmzUu1OeWUU8jIyODxxx/n7rvvJjMzkz322IOzzz67x6/Tk/tB6T+Go2I1IiIishO59tpraWho6LTwhIhsudbWVg477DDuuOOObmtnisjO7ZprrkmtoCuSbsqUEhERkZ1CIBBg6dKlzJkzh4cffnhbd0dkh2fbNo2NjTzxxBPk5uYyadKkbd0lERHZySgoJSIiIjuFCy+8kMWLF3PaaadxyCGHbOvuiOzw1qxZw1FHHcXAgQO58847N7lqoIiIyJbQ9D0REREREREREel3Wn1PRERERERERET6nYJSIiIiIiIiIiLS7xSUEhERERERERGRfqegVB9wHIdgMIjKdYlIumhcEZG+oLFFRNJN44qI9IaCUn2gtbWV8ePH09rauq27IiI7CY0rItIXNLaISLppXBGR3lBQSkRERERERERE+p2CUiIiIiIiIiIi0u8UlBIRERERERERkX6noJSIiIiIiIiIiPQ7BaVERERERERERKTfKSglIiIiIiIiIiL9TkEpERERERERERHpdwpKiYiIiIiIiIhIv1NQSkRERERERERE+p2CUiIiIiIiIiIi0u8UlBIRERERERERkX6noJSIiIiIiIiIiPQ7BaVERERERERERKTfKSglIiIiIiIiIiL9TkEpERERERERERHpdwpKiYiIiIiIiIhIv1NQSkRERERERERE+p2CUiIiIiIiIiIi0u8UlBIRERERERERkX6noJSIiIiIiIiIiPQ7BaVERERERERERKTfKSglIiIiIiIiIiL9TkEpERERERERERHpdwpKiYiIiIiIiIhIv1NQSkRERERERERE+p2CUiIiIiIiIiIi0u8UlBIRERERERERkX63wwSlEokE999/P5MmTWLs2LFMnjyZhx56CMdxUm0cx+GBBx6gsrKSsWPHcs455/DNN990Ok5TUxNXXHEF+++/PxMmTODaa6+ltbW1U5slS5Zw+umnM2bMGA4//HBmzZrVH6coIiIiIiIiIrLL2GGCUrNmzeLPf/4zN9xwA6+99hpXXnkljz32GE899VSnNk899RQ33ngjzz77LH6/n/POO49oNJpqc+WVV/LVV1/x5JNP8sgjj/Dhhx9yww03pPYHg0HOO+88Bg0axAsvvMBVV13FjBkzeOaZZ/r1fEVEREREREREdmbubd2Bnlq4cCFHHXUURxxxBABDhgzh1VdfZfHixUAyS2r27NlMnz6dyZMnA3D33XczceJE3njjDY499liWLVvGO++8w1/+8hfGjBkDwPXXX88FF1zAVVddRWlpKS+//DLxeJzbb78dr9fL7rvvzueff86TTz7Jqaee2m3fYrEYsVgs9TgYDPbZdbAdm4WNy6mLBSj25jCuYBimscPEFkWkh/pzXBGRXYfGFhFJN40rIrI1dpig1Lhx43j22WepqqqioqKCJUuWsGDBAq655hoAVq1aRW1tLRMnTkw9Jycnh3333ZeFCxdy7LHHsnDhQnJzc1MBKYCJEydimiaLFy/m6KOPZtGiRUyYMAGv15tqU1lZyaxZs2hubiYvL69L32bOnMmMGTP68OyT5tZ8xl1LXmFpoJq4beE2XAzyF3DC4AlMLt1HASqRnUh/jSsismvR2CIi6aZxRUS2xg4TlLrgggsIBoN897vfxeVykUgkuPzyyzn++OMBqK2tBaCoqKjT84qKiqirqwOgrq6OwsLCTvvdbjd5eXmp59fV1TFkyJBObYqLi1P7ugtKTZs2jXPPPTf1OBgMcvjhh2/N6XYxt+Yzpi94gkA8QpEvm2gizupwI6vDjXzY8DX3ffE6++YP5eo9pzCpdHRaX1tE+l9/jCsisuvR2CIi6ZaOccVxHKqrqwmFQmRmZlJWVoZhGOnuqohsh3aYoNTrr7/OK6+8wr333svIkSP5/PPPueOOOxgwYAAnnnjiNu2b1+vtlFmVbrZjc9eSVwjEIwz2F1ATaWZNpAmHZJF3B6iPBljQUMX0BU/w8PipCkyJ7OD6elwRkV2TxhYRSbetHVeqqqqYN28edXV12LaNaZoUFxdTWVlJRUVFGnsqItujHWau1913380FF1zAsccey6hRozjhhBM4++yzmTlzJgAlJSUA1NfXd3pefX19KtOpuLiYhoaGTvsty6K5uTn1/OLi4lRmVbv2x+3H6W8LG5ezNFBNkS+blniYNZHGVEDKwMAAbBwC8TD10SB3LXkF27G3SV9FRERERER6oqqqijlz5lBTU4PX6yU7Oxuv10tNTQ1z5syhqqpqW3dRRPrYDhOUikQiXVI4XS4XjpMMzgwZMoSSkhLee++91P5gMMjHH3/MuHHjgGRdqpaWFj799NNUm/fffx/bthk7diwA++23Hx9++CHxeDzVZv78+VRUVHQ7da8/1MUCxG0Lr+FqC0glmW0BKdr+3zEgasdZ2lLNwsbl26SvIiIiIiIim+M4DvPmzSMajZKTk4PH48EwDDweDzk5OUSjUebNm5f6vCciO6cdJih15JFH8sgjj/DWW2+xatUq/vnPf/Lkk0+mVtozDIOzzjqLhx9+mDfffJOlS5dy1VVXMWDAgFSbESNGcOihh/J///d/LF68mAULFnDLLbdw7LHHUlpaCsCUKVPweDxcd911fPnll7z22mvMnj270zzp/lbszcFjumm2wkQTVvJ8N2hjAC7DJGZbhBJR6mKBfu+niIiIiIhIT1RXV1NXV4ff7++SfGAYBn6/n7q6Oqqrq7dRD0WkP+wwNaWuv/56HnjgAW666Sbq6+sZMGAAp556KhdddFGqzfnnn084HOaGG26gpaWF8ePH89hjj+Hz+VJt7rnnHm655RbOPvtsTNPk29/+Ntdff31qf05ODo8//jg333wzJ510EgUFBVx44YWceuqp/Xq+HY0rGMaonDI+bPga6BqQcnAw27bajoNpGBR7c/q5lyIiIiIiIj0TCoWwbRu3u/uPpG63m0gkQigUUiF0kZ2Y4SgfMu2CwSDjx49nwYIFZGdnp+WYc2s+49z/zmR1OFkTa1P/aLluP89NvJTJA/dJy2uLyLbXF+OKiIjGFhFJt56OK2vWrOGZZ57B6/Xi8Xi67I/H48RiMSorK1myZIkKoYvspHaY6Xu7ukmlo3n8gAso8GZtsl37NL6LPnqSuTWf9U/nREREREREeqGsrIzi4mLC4XCXulGO4xAOh8nKyuL9999XIXSRnZiCUjuQyQP34emDf8YQfyFZpi81Za+dAZT4chmeVUwgHtEqfCIiIiIisl0yDIPKykp8Ph+BQIB4PI7jOMTjcQKBAF6vF0CF0EV2cgpK7WCOKt2HJ741jdH5Q4Cu9aUaYkGWtKzBAJa0rNEqfCIiIiIisl2qqKjguOOOo7S0lFgsRjAYJBaLUVpaysSJE2ltbVUhdJGd3A5T6FzWm1Q6ml/ZJ3La/BmEElEcwMTAxsFybCzHJhxtxm2YvFHzKeMLNddaRERERES2PxUVFQwfPjxVyNzv9wOwbNky4vE4mZmZ3T6vYyF0EdlxKSi1g7Edm4WNy3m1ehGBRGT99m5Kn1uOzX1fvMYBhbsxqXR0f3ZTRERERESkRwzDYNCgQVRVVTF37lzq6uqIx+NEIhHi8Th5eXmp6XztLMvCNM2NBq1EZMegoNQOZG7NZ9y15BUWN62gLhro0XPqo0GuXvxn/jP5ZkxDszVFRERERGT7U1VVxZw5c4hGo/j9fvx+P5ZlEY/HaWxspKCgIBWYai+EXlpaSllZ2TbuuYhsDUUpdhBzaz5j+oIn+KRpJUErsvkndPBZ82oWNK5fmcJ2bBY0VPH3tYtZ0FClYugiIiIiIrLNOI7DvHnzOhU1N02TnJwcXC4Xtm3T3NzcqRC6z+ejsrKyS70pEdmxKFNqB2A7NncteYVAPEK+J5OGeBC36SJmW5t9roFB3Lb4T/0yDigckcq2WhqoJm5beEw3o3LKuHrPKZriJyIiIiIi/cpxHBYvXszq1atxuVyEQiEcx0mttJebm0swGMSyLJqbm/F4PJSWllJZWUlFhWrniuzoFJTaASxsXM7SQDVFvmxitoVtO9gkevRcGxujbY2+9myrQDxCkS8bn+kmalt80rSS6Que4OHxUxWYEhERERGRfrFs2TJefvllWlpaNtrG7XaTk5NDJBLhoIMOYuTIkZSVlfVJhpTjOKmC65mZmX32OiKynoJSO4C6WIC4beEz3dRFAyTo+XQ7B/CYJgcUVHDDZ88TiEcY7C9IDa5+l5fB/gJWhxu5a8krHDFgL9WeEhERERGRPjVnzhwWLFiw2XaWZdHU1ITf72fkyJEMGjSoT/pTVVXFvHnzqKurw7ZtTNOkuLhYGVkifUzRhx1AsTcHj+lmdbiRddGNf4uwMUWebL4IrmVJyxqKfNldo/1GMjj1cdNy/rR8vmpMiYiIiIhIn3n33Xd7FJBq5zgOlmVRWlraJ/1pL7JeU1OD1+slOzsbr9dLTU0Nc+bMoaqqavMHEZEtoqDUds52bGzHxmu4tyggBdCaiPGLj//EumgzsUS8076WeJgvA2tZFa6nPhrkio//yHf/fTdzaz5LR/dFRERERERSbNvm7bff7vXzYrEYTz75ZNoDRN0VWW+vZ5WTk0M0GmXevHk4jpPW1xWRJAWltmNzaz7ju/++m1Pm/5avW9dt0TE8hovdskvIcmVg2TbLQ/W0xMNAMiC1IlRHOBHHxMRlmOS4M1I1phSYEhERERGRdPrkk0+Ix+Obb9iN+vr6tGcuVVdXU1dXh9/v7zKjxDAM/H4/dXV1VFdXp+01RWQ9BaW2U3NrPuOnHz7ORw3fEE3EcdiyyHyZPx+X4aLQl0Wmy4vl2KyNNGG3/Z1wHDyGiY1DhstDgSeLwf4CAvEIdy15RVP5REREREQkbZqbm7foeYZhkJWVlbbMJcdxWLNmDV999RXxeBy3u/tyy263G9u2CYVCW/V6ItK9rS50HgwGef/996moqGDEiBHp6NMuz3Zsrl78Z1aG6nEAy+nZSnsbMjHIdPlwcDAwKPMX8E1rLa1WlLWRZsKJGCYmccfGZRgMzMhPfTtQ6M1maaCahY3LGV+own4iIiIiIrL18vLytuh5juPQ0tKCx+OhpqaGNWvWMHjw4C06Vsei5vF4nEgkQjweJy8vD6/X26mtZVmYpklmZuYWvZaIbFqvM6UuvfRS/vCHPwAQiUQ4+eSTueyyyzj++OP5+9//nvYO7ooeXfYvFjetINEW/d/S7wBsHL4MruXLwFpa4mFyPX6GZhbjMkya4yESbfWq/C4PQzOLyfX4U8/NcLmJ2xZ1sUAazkhERERERATGjBmDx+PZoufG43FCoRCtra09msbXMRtqzZo1OI7Tpah5bm4ubrcby7JobGwkFot1en44HKa4uJiysrIt6rOIbFqvM6U+/PBDpk+fDsA///lPHMfhgw8+4MUXX+Thhx/mO9/5Tto7uSuxHZvHvp6L7Th4TTcx29qq4yUcm1AixjetteR5/AStKDYOpmFgYOA2XQz05XUKSAFEEhYe002xN2erXl9ERERERKSdaZrss88+LFy4cKuOU19fzyuvvMLEiRPJz88nMzOTsrKy1MyPjtlQtm1jmiZFRUVEIpFUUfP2tjk5OTQ3N5NIJGhubqa4uBjLsgiHw/h8PiorK7uuYC4iadHroFQgEEilXL7zzjt8+9vfxu/3c8QRR/DrX/867R3c1SxsXM6acBOmYWDjYG9xntR6CccmAdTFgkByWl+uO5O4nSBqx1kRrmeoYaQCU47j0BALMia/nHEFw7b69aVv2I7Nwsbl1MUCFHtzGFcwDNNQmTgRERER2b6NHz9+q4NS8XicpqYm/va3v5GRkYHL5aK4uJjKykoA5syZQzQaxe/3pzKhqquricVinQJSAD6fj7y8PAKBAJZl0dzcjMfjobS0lMrKSioqupYzcRyH6upqQqFQl4CYiPRcr4NSZWVlLFy4kLy8PN555x1+85vfANDS0tJl/q30Xl0sgGFAhukhbG/ZqhSbY+OwJtKIiYEDRG2LFaF69sopI2onaIgFyfFkcPWeUxTk2E7NrfmMu5a8wtJANXE7mdU2KqeMq/ecwqTS0du6eyIiIiIiG2Xb6VlMyXEcEokEGRkZGIZBTU0Nc+bMwev1EgqF8PvXzwbxeDz4/X6i0WgqkNSRz+fD4/HQ0tLCQQcdxMiRIzcaaOouC6s9INZdAEtENq7XEYezzjqLX/ziFxx++OGUlJRw4IEHAvDBBx+wxx57pL2Du5pibw4e002hNxuTvo+0ewwXAFE7zrLWdQQTEcbkl/Pw+KkKbmyn5tZ8xvQFT/BJ00py3BmUZeST487gk6aVTF/wBHNrPtvWXRQRERER2ajPP/88bccyDAPHcfB4POTk5BAMBlm7di3RaJTm5mYaGhpoaGggGo3icrkwDAPLsojHuyYAJBIJPB4PI0eOZNCgQRsNSHWsSZWdnY3X600FxDZX50pEOut1ptSPf/xjxo4dy9q1a5k4cSKmmYxrlZeXc9lll6W7f7uccQXDGJVTxidNKynx5bAm0pT210hmSCX/5zJMXIZJ1LYY4MvljwddxPjCCmVIbadsx+auJa8QiEcY7C9I/aL0u7wM9hewOtzIXUte4YgBe+nfUERERES2S01NTWk7luM4qc+k8Xg8FWwyDCO1vX1KXntR81gslgpAdTxOOBymtLR0o0XNHcdh3rx5XWpSeTwe3G43gUCAefPmMXz4cE3lE+mhLfrUOmbMGA4//HBqamqwrGQh7iOOOILx48entXMbqqmp4corr+TAAw9k7NixTJkyhU8++SS133EcHnjgASorKxk7diznnHMO33zzTadjNDU1ccUVV7D//vszYcIErr32WlpbWzu1WbJkCaeffnrqPGfNmtWn59WRaZhcvecU3KZJTaQ57cfvODQ60LYCXzI4FUxEMQ1TwYzt2MLG5SwNVFPky+7yi84wDAq92SwNVLOwcfk26qGIiIiIyKZ1XOEuHdzuZK5FIBDAcdbX5G3/uT2bqrW1FZ/Ph2EYRCIR4vE4juMQj8cJBAKbLWpeXV1NXV0dfr+/23txv99PXV0d1dXVaT0/kZ1Zr6MP4XCYa6+9lv3224/jjjsu9Ya75ZZbePTRR9PewXbNzc386Ec/wuPxMGvWLF599VWuvvrqVNF1gFmzZvHUU09x44038uyzz+L3+znvvPOIRqOpNldeeSVfffUVTz75JI888ggffvghN9xwQ2p/MBjkvPPOY9CgQbzwwgtcddVVzJgxg2eeeabPzm1DRwzYi9KMvD6JrjvQliOVFHcSxBwLx7GJWnHqYoG0v6akT10sQNy28JndJzlmuNzEbUv/jiIiIiKy3WoPIqVLOBwmHo9jWVbqM5Rt2yQSCSzLStWwap+2N3DgQMrKyojFYgSDQWKxGKWlpRx33HGbrAkVCoWwbXuj/Xe73di2TSgUSuv5iezMej0a3HvvvSxZsoTZs2dz/vnnp7YffPDBzJgxgwsuuCCtHWw3a9YsBg4cyB133JHaVl5envrZcRxmz57N9OnTmTx5MgB33303EydO5I033uDYY49l2bJlvPPOO/zlL39hzJgxAFx//fVccMEFXHXVVZSWlvLyyy8Tj8e5/fbb8Xq97L777nz++ec8+eSTnHrqqX1ybhta2Lic2miAgb48VkUa03787tbzS+DQYoWpCtam/fUkfdprjkVtC7+r68ICkUSy6HmxN2cb9E5EREREZPMKCgrSerzW1lZyc3M3WkDdcZxU1pTb7eboo49m+PDhvV49LzMzE9M0sSyr09S/dpZlYZpmlyLqIrJxvc6UevPNN7nhhhuYMGFCp+277747K1asSFvHNjR37lz22WcfLrnkEg4++GBOOOEEnn322dT+VatWUVtby8SJE1PbcnJy2HfffVPLjS5cuJDc3NxUQApI1cVavHgxAIsWLWLChAmdVhKsrKykqqqK5ubup9O1R9g7/tka7dkw3QWP+pKNw31fvMYH9cuwnfSsiCHp1V5zrD4a7JSaDMlftg2xIKNyyhhXMGwb9VDSJd3jiogIbP9ji23bLKhaxt8XL2JB1bItXqErXccRkc3bknFlwIABae2DZVmEw+HUY9M0U0XNN3TYYYdRUVGBYRgMGjRok0XNN1RWVkZxcTHhcLjbe/FwOExxcfFGa1KJSFe9zpRqaGigqKioy/ZwONynxdxWrlzJn//8Z84991x++tOf8sknn3Drrbfi8Xg48cQTqa1NZvhs2LeioiLq6uoAqKuro7CwsNN+t9tNXl5e6vl1dXUMGTKkU5vi4uLUvo7TBdvNnDmTGTNmpOdEacuGMdzURtNfU2pzvgrWcPy8exmbP5Sr95zS4xX4bMdmYeNy6mIBir05jCsYptpUfaC95tj0BU+wOtxIoTebDJebSMKiIRYkx5PB1XtO0bXfCaR7XBERge17bJn72Sfc+cpLLK1eQ8yy8LrdjCobxDVTTmDS6DGbP0CajyMiPbMl40okEkl7PzYMSrUXOm/PkkokErhcLsrKylizZk2vMqTaGYZBZWUlc+bMIRAI4Pf7cbvdqaDY5mpSiUhXvQ5K7bPPPrz11luceeaZnbY/99xz7LfffunqVxeO47DPPvvw85//HIC9996bL7/8kqeffpoTTzyxz163J6ZNm8a5556behwMBjn88MO3+HjjCoZR5s9nZbg+Hd3rNQODT5pWMn3BEzw8fmq3gamOQaiqYC0vrv6ApYFq4nZy+tionLJeBbWk5yaVjubh8VO5a8krLA1U0xhPXvMx+eW65juRdI8rIiKw/Y4tcz/7hGlPPEogEqYoOwef203Usli8cjnTnniUmVMv6FFAKV3HEZGe25Jxpa8LgbcHoNq1r9Dncrl49dVXU7WhTNOkuLiYysrKTdaS6qiiooLjjjuOefPmUVdXRyQSwTRNSktLe3UcEUnqdVDq8ssv5/zzz+err74ikUgwe/Zsli1bxsKFC3nqqaf6oo8AlJSUMGLEiE7bdtttN/7+97+n9gPU19d3Sgetr69nzz33BJIZTw0NDZ2O0b48aPvzi4uLU5lV7doft2dMbcjr9Xaa7re1TMNkTF45/21YlrZj9obHdDHAl8vqcCN3LXmFIwbs1SnzZm7NZ6mASDAeIWCFMTEYmJFPWUY+UdvabFBLem/DbLRXD72Sj5tWKjttJ5XucUVEBLbPscW2be585SUCkTCDCwpTGQZ+r5fBBYWsbmzgzlde4oi9RqeWd+/L44hI72zJuNK+gntf6jht1+124/F4CIVCNDc3k5WVlcpwqqmpYc6cOZstct5RRUXFFtWkEpGuev0becKECbz88sskEgn22GMP3n33XQoLC3n66afZZ599+qKPAOy///5UVVV12vbNN98wePBgAIYMGUJJSQnvvfdean8wGOTjjz9m3LhxAIwbN46WlhY+/fTTVJv3338f27YZO3YsAPvttx8ffvgh8Xg81Wb+/PlUVFR0O3WvL9iOzSfNK/vltbqT5Uouk1rozWZpoJqFjctT++bWfMb0BU/wSdNKsl0+LCeB40DCcaiJNhO0ovhdXgb7CwjEI9y15BXVp0qDuTWf8d1/383J8+9n6n9ncvL8+zn2nXtojof4zsCxjC+sUEBKRES2S5ur77RweRVLq9dQlJ3T7RLrhdnZLK1ew8Llne8DN5Su44jIziE3N5f8/HwKCwspKCggHA5jmiZ5eXl4PB4Mw8Dj8ZCTk0M0GmXevHld6kRtypbUpBKRrnqVKRWPx7nhhhu48MILufXWW/uqT906++yz+dGPfsQjjzzCd7/7XRYvXsyzzz7LzTffDCQHhbPOOouHH36YYcOGMWTIEB544AEGDBiQWo1vxIgRHHroofzf//0fN910E/F4nFtuuYVjjz2W0tJSAKZMmcJDDz3Eddddx/nnn8+XX37J7Nmz+eUvf9lv57qwcTnV4SZMDOx+LnduYpDpTn7TkeFy0xi3qIsFgGSw7K4lrxCIRxjsLyCUiBFJxPGYJqZhErMTrI00kePJ6BLUGl+oNNYt1R4IDMQjFPmy8bWtvqdsNBER2d71pL5TXSBAzLLwbWSJ9Qy3h0arlbpAYJOvla7jiEjfi8ViaT2eYRidAkqO42DbNhkZGamZMQDZ2dndBq39fj91dXVUV1czaNCgtPZNRDatV6kVHo+Hf/zjH33Vl00aO3YsM2bM4NVXX+W4447j//2//8e1117L8ccfn2pz/vnnc8YZZ3DDDTfwgx/8gFAoxGOPPYbP50u1ueeee9htt904++yzueCCC9h///1TgS1Irtj3+OOPs2rVKk466STuvPNOLrzwQk499dR+O9e6WICYHce1DTJfDMMgnEhmiUUSyVpFxd4cIBksWxqopsiXHMwtJ4FDsgYVgNswidhxQlbyl0yGy03cXh/Ukt7bMBDod3kxDVPZaCIist1rr++0eOVysjMyKMvPJzsjI1Xfae5nnwBQnJODt632U3ciVhyv201xTs4mXy9dxxGRvheNRtN6vA0znEzTJJFIEAwGicVi5Ofn4/V68fv93T7f7XZj2zahUCit/RKRzet1TanJkyfz5ptvcs455/RBdzbtyCOP5Mgjj9zofsMwuPTSS7n00ks32iY/P5977713k6+z55578qc//WmL+7m1ir05xOwEcSfRb69pAB7TTcKxaYknlzhtiocYk1/OuIJhQDJYFrctfGbyPxu34cIAHBwMjOQ3FDZYbf3eMKglvbdhILAjZaOJiMj2qjf1ncYNq2BU2SAWr1zeqS0kP2g2BIOMLR/GuGGb/j2XruOISN9Ld6ZUR6ZpMmzYMI466ijC4TCZmZk4jsOzzz6LZVl4PJ4uz7EsC9M0yczM7LN+iUj3eh2UGjZsGA899BAfffQRo0eP7hJtPuuss9LWuV1VY6yVYDy8+YZp5AAxO/nN4tpIE2sBn8vDt0vHpGoVFXtz8JhuInYcx6FtpT0XMdvCg5HMmjKSwSrHcWiIBTsFtaT3NgwEbmjDKZYiIiLbg57Wd1pQtQzTNDlq9D58vmY1qxrqKcrJIcPtIWLFaQgGyc3wc82UEzZbnNw0Ta6ZcgLTnniU1Y0NFGZnb9FxRKTv9eX7MCsri0MPPTRVexiSgeni4mJqampwu91dgtbhcJjS0lLKysr6rF8i0r1eB6X+8pe/kJOTw6efftqpYDisr+skW852bH69dA4u0yTLlUGhN5vqSBPhRN99m7Ahl2HiNd14TTePfj2XcQXDmVQ6mnEFwyjx5fBp08q2WlcGDg624+A4FmDgdyW/eVgdbiTHk8HVe05RAe6t0B4IjNoWflfXVU2UjSYiItujntR3Whtp4qdPzKIumGxrOzZWwmZtUxM44PN4GDNkKL88/sRU/anNmTR6DDOnXpCqY9VoteJ1uxlbPqxTHSsR2bbaazylW2FhYber6BmGQWVlJXPmzCEQCOD3+1Or74XDYXw+H5WVlSpWLrIN9DooNXfu3L7oh7Rpn66V7c7AIRkgGuIvpDbaQlO87+c4ewwXpb5cXIYLt2HSEG3lzs9f5ogBe/HWus9ZG24m0TZn220a4BjESZDAwWWA1+WmNRFlTH45V+85RQW4t9K4gmGMyinjk6aVDPYXdJ2KoGw0ERHZDnWs7+TvZqn4+tYggXCYb+pqGZifj8/tpiEYpLq1kYTj4Pd68eGGLfh8OGn0GI7YazQLl1dRFwhQnJPDuGEVypAS2U44jkMkEkn7cffdd1++//3vbzSwVFFRwXHHHce8efOoq6sjEolgmialpaVUVlZ2CWSJSP/odVBK+lb7dC0TkwQ2cSdB0IpQ4svFa7pZF23p09ePOwlWRRpTj01M5tV9wSNfzeWvaz4k4djsllXC2mgzkUQ8FThzOQ4jsku5d78fU+LLY1zBMGVIpYFpmFy95xSmL3iC1eFGCr3ZZLjcRBIWDbGgstFERGS7tKn6TrZts7axEdMwGF5cgmEaBMJh1jY3pb74MoCCrGw+WbmCaU88ysypF/Qqy8k0TcZXjEj3aYlIGlRXV3dZLW9reb1ejj/++M1mOlVUVDB8+HCqq6sJhUJkZmZSVlamDCmRbajXQalf/vKXm9x/xx13bHFnJDldy224qLVacICEY9MUDxFNWJRmJANT1ZEmEv202pqNTdS2ue6Tp3EZLgb688h0+cjx+AklYlhOArfhAgdaE1FKfHkquJ1mk0pH8/D4qdy15BWWBqppjCen7CkbTUREtlfd1Xfyudw0hUPUBQIkHCcZrDINcKC6KRmQ8rWtgBWJJ7/42rAourKdRHZ8oVAI0zSx7fR9njnssMN6PD4YhsGgQYM2285xHAWvRPpBr4NSLS2dM3Usy+LLL7+kpaWFgw46KG0d21WNKxjGIH8Bq8INwPri4wErTLQ1zuDMAoZmFrEm3ETUjvdZP0yMtrpRSS1WMsU2bluU+QvI9fjJcvtS+23HpinSqoLbfWRS6WiOGLAXCxuXUxcLUOzNUTaaiIhs1zrWd/p4xTc0tYZIOHZy5d621fAyPB5cpkk0Hsfd9oGyPYPCSiQ6FUVfuLxqh8t+sm17u5pGuL31R3ZNmZmZqXpO6eByuXoUZOqNqqqq1DQ/27YxTZPi4mJN8xPpA70OSj300ENdttm2zY033kh5eXlaOrUrMw2TEwZP4L8Ny7rsizkWy1vrGJxZSHlmIWsjzQSt9M/HBjoFpADcmFjYhBIxVoTqGJpZTK5n/cqLKrjd90zDVBaaiIjsUCaNHoPtOEx99P+R6fNRkJWF1+ViWe06wvEYy+tqKc7JxcbB1fZFi+M4GIDb5QKSRdEbrVbqAjvWF19zP/skVXA9Zll43W5GlQ3aZgXXt7f+yK4r3SvcJRIJ3nnnHYYPH56WTKaqqirmzJlDNBrtVBC9pqaGOXPmdFtIXUS2XFq+GjFNk3POOYff//736TjcLq892OM3PV3qe9o4rAzV0xgLUZaRT5E3u1/65HT4ybJt1kaacNq2thfcHpVTpoLbIiIikmLbNnfP+SuxhMVuAwZQmJ1NVkYGfo8XAwPLtmkKtaaypxzHwXIcMjxeMtsKpEesOF63m+KcHeeLr7mffcK0Jx5l8crlZGdkUJafT3ZGBotXLmfaE48y97NPdun+iESj0bQer7q6murq6q0+juM4zJs3j2g0Sk5ODh6PB8Mw8Hg85OTkEI1GmTdvXlrrYYns6tKWr7ty5cq0pWDuymzH5vdV/wYg0+1jiL+w23b1sQDLQ3Xkuv0M8hdg9vH85gTJOd92288hK0pNuJn6aJBVoQYV3BYREZEuFi6vYmn1Goqyc1IZDIZhMDA/H5eZfByNx/G4XMQTCeIJG1fb/vZpfA3BIKPKBjFu2I6RmWDbNne+8hKBSJjBBYX4vV5M08Tv9TK4oJBAJMydr7yU1no6O1J/RFavXp32oE40GqW1tXWrj1NdXU1dXR1+v79L1pVhGPj9furq6tISABORpF5P39uwkLnjONTW1vLWW29x4oknpq1ju6qFjcv5JlQLQNS2KPBmMTK7lIZYK02x1k7T6mK2RVWolgJPFkP8RayNNKVqUPW1BA5rIk2YhkGex88Fu01SwW0RERHppC4QIGZZ+Nydbzlz/X6GFpewtqmR1mgUl2liAKYBpfn5ZPt8hGJRGoJBcjP8XDPlhB2m9lF3gbh226JG1vbWH5H//e9/aT+m4zhpCUqFQiFs28bt7v5jstvtJhKJEAqFtvq1RCSp10GpDQcR0zQpLCzkmmuu4eSTT05bx3ZVdbEAdlsthaAV4evWKLluP/neLAo9WTTFQ9THgqmpcwCN8VZarDBF3mzCiRiBXtSZMoAt/Z6i0JNJjieTcCLGo1/PZVzBcAWmREREJKU4Jwev203UsvC3Tcdrl+v34zINmlpDXPf9k3CbJs9/8B++WFtNdVMTXrebseXDdriaRxsLxLXr7xpZ21t/RGKxWJ8cNx1TAjMzMzFNE8uy8Hg8XfZbloVpmmRmZm71a4lIUq+DUk899VRf9EPaFHtzyHT5aCaEhY3tODTFQzTFQ/hdXgq8WYzIGkBjvJWGWDAVUEo4NuuiLfhMN4XebJrirdg9SIvdsMWGq+616y54FbbjDPNlgZPF6nAjdy15hSMG7KUpfCIiIgLAuGEVjCobxOKVyxlcUNgpU8dxHBpbWxlbPowLJ38H0zS5YNLRm10dbntfQW5TgTjo/xpZ21t/RMrLy1mwYMG27ka3ysrKKC4upqamBrfb3WXMCofDlJaWpr1Yu8iurNe/wc866yxaWlq6bA8Gg5x11llp6dSubFzBMEblluEzu8YLw4kYa8KNLA/X4TJMhmeVkO/pHKWP2hYNsSAZpge/q2t0f2MyTA9D/UUUtGVkeTd4/e7CW1HbImQlv+nwu7wsalrOn5bPx3ZUk0BERGRXY9s2C6qW8ffFi1hQtSy1jPo1U04gJ8PP6sYGQrEotm0TikVZ3djQZWqeaZqMrxjB0fuMBeCfny5OHQuSBbuPufs2Trr/Hs6Z+RAn3X8Px9x923ZVqLs9EFcfDHSpm7MtamRtb/0RGTMm/ZmPLpeLjIwMvvzySz7++GO+/PJL1qxZ0+vaVYZhUFlZic/nIxAIEI/HcRyHeDxOIBDA5/NRWVmZllX+RCSp15lS//3vf4nH4122R6PR7TbivSMxDZOr95zC2c0P0xrpPrU1bidYF23BjBnke7Io9xfRGG8l2GHaXiiRfG6Wy0fcThBzuq81le/24zHcmKZB1LEYmlnEtweO4Ymqt6mPJqcJbmwodxyHlniY1eEGIok4Ccfmyo//yFPL53H1nlM0lU9ERGQXMfezT7jzlZdYWr2GmGXhdbsZVTYoNfVu5tQLUvsbrdZNTs3b2LG+M2ZfHpn7TwKRMEXZOfjasn/aV5CbOfWC7WKaX3sgbtoTj7K6sYHC7Gwy3B4iVnyb1Mja3vrTU9t7RpxsOdM0yc7OJhgMpvW4r7/+OpZlkUgkME0Tj8dDcXExkyZNYrfdduvxcSoqKjjuuOOYN28edXV1RCIRTNOktLSUyspKKioUwBVJJ8PpYfh4yZIlAJxwwgn8/ve/Jy8vL7XPtm3eeecdnnnmGebOnds3Pd2BBINBxo8fz4IFC8jOzu71823H5sA3buCjxm96/Jw8TyaZLi+NsVYiduegoYlBlttHJBEn7iQ67TOAYl8uee4MAlYUwwC34aIlHqbFCm/2dd1tU/VMTGxshviLCCdi5HgyeHj8VAWmRNJka8cV2bE5jgP2OnDCYPjBHKBvaSUt0jG2zP3sE6Y98WgqWJTl8xGJx1nX0kxOhj8VLNpUkKF93xufLmbGP/9OzIpTnJObCjzVBVoIRCJkeDxUlAzoMqVmdWMDY8uH8berrttuAhebC9Tt6v3ZlB2pr9JVT8aVZ555JvX5sq+53W6OPPJIJk6c2KvnOY5DdXU1oVCIzMxMysrK9LtXpA/0OFPqhBNOwDAMDMPg7LPP7rI/IyOD66+/Pq2d21UtbFxObTRAmS+P6mhzj57THA/RHA+R484gx5NBY6wVq20anY1DwIrgMVzkezIJWbFU5pQD1EZbqIu2UO4vwu/yELbjPV4W2HJsvIYLGwe/y0uhakyJyC6sL4JHjrUCJ/4B2I1AAnCBWQCeAzDcQ9PSb5EtZds2d77yEoFImMEFhWRn+MnPzMRxHIYXl1DT0szjb8/l8D33xuVydbu6W3sAYkn1amqam7ESCbJ8PuKJBH6vF7/XS2FWNnWBAEbb/zraXleQmzR6DEfsNXq7yfbZ3vqzMRsGOdsDk5+uWsFFv3uMh889nyP23meTx2i/j7UdB9uxcWyHhOMkH9t2ciaA4+B2ucnOyOiP05INlJSU9FtQyrIs/vWvfzFw4MBeZUwZhsGgQYP6sGciAr0ISr355ps4jsPkyZN57rnnKCwsTO3zeDwUFRXhcrn6pJO7mrpYgLhtMTAjt8dBqXYBK0LQipLvycQ0DBpirakJeHEnQVM8RIbpocSbS6sVJZRIrlLhAKvC9ZiGiQP05iNU3EngNd0MzMhP3igaUOjNZmmgmoWNyxlfqBRXEdn59UXwyLFW4ETfBCcGRgaQkTx2og7HfhM4SoEp2aYWLq9iafUairJzMAwD0zBI2DY1zU2YpkE8keDjFcv5+yeLGD24HK/bjdftweNy4Xa5+ODrr/jV88/SEglRmptHNBYn4TjEEhbrmpvwuNzk+DOS9yaGQdyyCMWiZPp8nfqxPawgt7FMsO0lSAZsd/3ZkG3bPPqvN8jO8LH7wDLcppkK7DuOw7pAC4+9NZfRQ8pT7RNtgSbbcUi0/b2h9okhzvoNQHIFSAWlto2+WoGvO+2r6c2dOzc19U4ZUCLbjx4HpQYPHgzQbxHtXVmxNweP6aYpHul21bvNcXBojLfiMkyKfdnE7ATN8VBqf8SOE4nGyXZnMDijgBYrQsAKY8MWFik3KM3II9fjT23JcLlpjFvUxbS8sIjs/HoaPOpNJpXjOMkglxMDIwtS7dxAFjityf2uct1MyzZTFwgQsyx87vW3lA4O4XjyA6dtO9S2tFDd1MTI0jKilgVEMDBwHJu7Xvkr9cEWBuYXELPi5Gdl4XW7wXGwHAevy8WAnBxyM/wYgGXblObmkenzpbJgbMchGIlQnJPDgNzcVD9s22bR8irqgkGKsrP7NCtI083Wc9r/XexkZdINs5Qs28Z2bBKJBLZDKmvJcRz+t3oVX1RX43N7CERCJGwHp+3f2HYcQtEo875YwrwvljB6cPm2PlXZCqtXr+6312qf7dPY2MiCBQv4/PPPqaurSy3GUFxcrFpRIttQrwudt/vqq69Ys2ZNl6LnRx111FZ3alc3rmAYo3LK+LChqtcBqY4Sjk1tNECGy8OgjHya4qFUAXSAoBUhaEUo8GQxLLOIFitCczyUvDHo5njtH3k67nPjAoMuq/VFEhYe002xt+vywrZjs7BxOXWxAMXeHMYVDNMUPxHZYfU0eOQ4Dlgf9jyTyl6XbGtkdDhmG8MAMpL77XXgKu3TcxTZmOKcHLxt06v8Xm+X/VErjsftpiArq9N2B4dPV69k0YpvyPR6WdfSTDgWY2VdPYZp4HW7cWwbB4gm4mR5fTS2thJPJMjz+7GxMQ0Tl+nCNMBKJBhTPoxB+QXUtjSz4Juv+cO8d1heV4tlJ/CYLoaXDGDq4Udy4Mg9MHAwDBOz7b3VnuW1JUGrt/73KZc+9SQt4RCFbdPNIvE4n69ZxYW/e4yHz/kJR25HgakNy8km2oJEyWltBkbbnV7yp+TPtpOcCpcKENlOKiiYsJPPTbT/6XD85I8dspTa/m9j97crG+pZWV9HSW4uptk12O440BqJ0JDmAtnSvxzHoa6uLvXYMAzy8vKwLItYLNZnWVSJRIK3334bx3Hw+/243W4sy6KmpoY5c+Zw3HHHKTAlsg30Oii1cuVKLrroIr744gsMw0j9Ymv/lvbzzz9Pbw93Qe0r8J3735k0xVu3+niRRJzqRDMDMnIp8GRRE21O1ZsCaIy30hQPUezLpiKzhGAiSlMsRHSDgukdazg4qRsMB4NkcfTUPsehIRZkTH454wqGdTrG3JrPuGvJKywNVBO3k4GrUTllXLXnceR7shSoEpEdT0+CR4laSPwDsHs+Dc8JJ9uwsaklLiDS1k5k2xg3rIJRZYNYvHI5gwsKO+1zHGgOhRhVNpi9Bw3p8tzG1lbiloU3MxMAv8eL1+0mYsWxEgkcx8GybVojUQwMwvEYUcvim7pa8jIz8bk9RK04zaEQ2b4MLj76uzSHw7z/5Rfc+OJzhGNRCrKy8bk9BO0IK5b8jwVVX3Pd90/mWyOSU9g2zDI0DANXhwCV2fYzRls1K4MuRdYfe2suWT4fFSUldCyAMLSoiHWBAE/8+y32H74bLtNMjRGGQZfaWECnqWeOY+M464cVp0NWke20BcRTWUbJL/2ctowip9NxnFSm0ca+eOwYPNoUZ33jrfridGMKsrLwuN3ELIsMr6fL/o0FOWXHUl1d3SXwFAqFME0Tv99PdnY28XicaDRKPB7vEkjtjfbPqy6XC8uyMAyD/Pz81PvY4/HgdrsJBALMmzeP4cOHK/tYpJ/1Oih12223MWTIEH73u99x1FFH8Ze//IXGxkbuuusurr766r7o4y5pUulortlzChcv/H1ajufgUBNpJtfjZ1hmMY3xVhpirZ3210YD1EeDFPtyKPcXEnMsmuIhAvEIDg52WwCqveaU0fY8F20r5zg2kYRFQyxIjieDq/ec0imwNLfmM6YveIJAPEKRLxuf6SZqWyxoqOL7835DtjsDl2GkAlVX7zlFq/eJyPavR8GjKOABI7fn0/AMf9tzE3T/67ot28rwd7NPpH+Ypsk1U05g2hOPsqqhngG5cTIiXhqCQVqjUTI9XiaPHsPS6jW4XCZu04XbdOFymTiOg2mahGMxMrweDMOgOCeH1Y0NxBMJTCMZtonEYjSFWsn0+ph25NG8++VSqmrX0RIK43G7GVU2mAuOnMzBu++BbdvM/NcbtIRDlOblYxgQt5OLu2RlZFDT3MRDb/yN/Yf/NJkV1c2HXasX5//ZqhW8veR/ZHm9RK31X+a1Z15F4nHmf7mUt5Z8xt6Dy3tUs9PZ8IGx4c6NZxrt6PYeNISKkgEsrV5NqSe/U5x/c0HO3rBtm/+tWYXbdFFeVMy+Q4dtdwXfd2atra2dFlVyHCcVpIpEIhiGgcfjwefzkZWVhWVZxONxYrFYjxdj6qh9rEkkEvh8PmKxGKZp4vEkA5+GYeD3+6mrq6O6unqHL26uVQNlR9ProNTChQv5/e9/T2FhIWZb8cEJEybw85//nFtvvZWXXnqpD7q5a9otp5QMw0PEiW++cQ+1xMNEEnHKMvLJ82SxKlRP3Emk9ts4rIu2UBcNUOTLptSXR4kvl5Z4mKZ4K3E7kcqMSjh2cupfdjG10QBN8VY8ppsx+eVdAkq2Y3PXklcIxCMM9hekBsa4naDVihB3bEwMds8uJeYk+KRpJdMXPMHD46cqMCUi27fNBY+cKMlPkr7eTcMzBySn9yXqgCy6fDpzIuAqTrYT2YYmjR7DzKkX8JPHHuHTVas67WsJh7n5pb9s0XHb707WBVoACEQiPPCP18jzZ+JxufB63HhdblrCIe7/26s8+M/XicbjfLG2GrdpsrK+ri3Dqa2mDMmpaouWV/HzP/2e0tx8XKaJx+XCZSanAnpcyb9dLhOPmdzudrlwt/3tMs0OP7v4fM0qAuEQLsMg1naP1P56kHyrNgaDLKupYWBeAW7T7BCcM3sWCNlZI1DdME2TC46czA3PP0NNc1O3GXEXHDl5qwJI7335BY/+6w2qatcxtKiYYCTMoILCXbL+17YS3Mz0y/YgVXugyuVy4fP5yMlJlgVp35dIJDZ1mNSxILkCn+M4tLS0pN6fbrebnJwcvF4vbrebSCRCKBTaoYM6VVVVzJs3TzWzZIfS66CUbdtktaXMFhQUsG7dOnbbbTcGDx5MVVVV2ju4MY8++ij33nsvZ511Ftdddx0A0WiUO++8k9dee41YLEZlZSW/+tWvKC4uTj1vzZo13HjjjfznP/8hMzOTE044gSuuuAJ3hwKd//nPf7jzzjv58ssvKSsrY/r06Zx00kn9dm7tqoK1RNMYkGoXsy1WhOoZmJHH8KwS1kWbaY53nv5ht2VO1UUD5HsyGeDNpdSbS4sVpqWtFpXHdHPzmFO4YMSRm60RtbBxOUsD1RT5stffqOGwNtKEDfhMFzHbImJbZLl9DPYXsDrcyF1LXuGIAXtpKp+IbL82FzwiSvJjatd6O0ndT8MzDAM8BySn9zmtJDOx2oJfTgQML4bngB3mRll2bpNGj2H3gWVU1a7rs9dwHIeYZVHbFqTalM1VpHn940Vp6VO75vCmp9Fe8afZ3W43DCMZ5DJd3QS9OgbM2n/uvL09YNb5Zxdu1wbH3Ei7VBCuR8dcH5zr2KZrYK/rcVwdVtHbnIN334ObTz41FTjqLiNuS7335Rfc8PwztEYj5GdmUZSdjYPD4pXLmfbEo8yceoECU/2gtra20+P2rKVoNNpt+0QiQSiUXLTJMAy8Xi9+vx+Xy0U8Hk/92VB7gXPDMFIBLLNDMNiyLJqamlLT+RzH4YsvvuCtt94iEAhs86BOb4NjVVVVzJkzh2g0qppZskPpdVBq9913Z+nSpZSXl7Pvvvvy2GOP4fF4ePbZZykv759VMBYvXszTTz/NqFGjOm2//fbbefvtt7n//vvJycnhlltu4eKLL+bpp58GkgPatGnTKC4u5umnn2bdunVcffXVeDwefv7znwPJmlnTpk3jtNNO45577uG9997j+uuvp6SkhEMPPbRfzg+SmUUvrPpvn3055uBQHWmi0JvNAF8efpePtZGmbtpBYzxEczzMXjlllGcW4THdNMdaGZ5dwgUjjsQ0TMYXrh/gbMdmQUNVpyBVXSxA3LbwdSiIHrJiROw4bsNMTQW02rK2DMOg0JvN0kA1CxuXdzq+iMi25DgOTqIG7OrkBmMgmCPArgcnAGSyYfAIxwTDBroLsG98Gl6yztRRyel9diMQSbZ1FScDUt0VSN9M33u6+p9Ib936g9OIxGOsqq8nalkkbBsrkcCybSw7gZVIJLfZ9lbViNmZOI5DPJEgnkhA+r+H3K5sGDDbdBZask1+ZiaO4+DzeHC7TJ5699/8+b15mwjCtT3u5pimYfD0+/OpDwbI9WcSicdobA3ic3sYXFDI6sYG7nzlJY7Ya7Sm8vWx7gqZZ2VlkZGRQSQSIR6Pb3SanuM4RKPRVADL7Xbj9XrJzMzEMAzC4TCWZaWe77St+tiuPdBktNWNs22b5ubm1AqQH374IY7j4Ha7yc3NxTTNbRLU6W3Gk+M4zJs3j2g0Sk5OjmpmyQ6l10Gp6dOnE277NuiSSy5h2rRp/PjHPyY/P5/77rsv7R3cUGtrK7/4xS+49dZbefjhh1PbA4EAzz//PPfccw8HH3wwkAxSfe9732PRokXst99+zJs3j6+++oonn3yS4uJi9tprLy699FLuueceLr74YrxeL08//TRDhgzhmmuuAWDEiBEsWLCA3/3udxsNSm24SsTmUlJ7YmHjcj5tXoUJ9H7mdM81xIJE7TgDM/IZmlnEqlADdjehMBuHJYFqCr3ZuDApy8znnOGHE7KiZLkzUoPbxgqZnzj4ADxtNaT8rmS2gOUkkgU8zeSy0BsWTM9wuWmMW9TFAn14BUS2T30xrsjWc6wVOLF3kgEobNbPqzFJBqJscJoBdzIY5SoGzwEQ/2CLp+EZ7qHgKt/qYJJjregQ3OrB6n+yU+rLseWAESN5+/qbqW5sIBCJbLKtZVl8smoF9cEgKxvqeePTxXxdU0MskcAwIByNke3PIMPjxWUaeN0eaCvqHbUsInGLaZMmM7igsC3QlSCRsIknEjzx739R09RItj8Z6G0v7u3YDoFImOyMDA4auQcFmVmpgFkiYRO3E50CafYGQbVUm4RNwk4Qt20SiQSt0ShNodZkoK1tmuDGCorvyqy2gGS0N0W7+khrW0BjdWMjw4pLKM7JoTA7m6XVa1i4vIrxFSO2cQ93LL0dV8rLy1mwYEHqsW3bBINBPB5PKrjUftxoNJqaetcdy7KwrOR/VO0ZV36/H6/XSyKRIBaLEYlEcBwnlQ2VSCRwuVydjgGktnUMVuXn55OTk9NvQR3HcViwYAFvv/02lmWRlZWFx+PZbMZTdXU1dXV1+P3+bhdw2JlqZsnOp9dBqY6BmWHDhvG3v/2NpqYm8vLy+iXqevPNN3P44YczceLETkGpTz/9lHg8zsSJE1PbRowYwaBBg1JBqUWLFrHHHnt0ms5XWVnJjTfeyFdffcXee+/NokWLUkGtjm1uv/32jfZp5syZzJgxI41nCXWxADHbglRp8b7TakVZGapnsL+A4VklrIk0Ekl0/bougUNtLECWy8dZpWPYI3cgayPNeMwgOW4/nzav4peLn2ZNuIl8b2aqkPknTSv5prWWEl8Oq0ONqZpSbsOFYSR/EVmOjdflTn1LYRgGkUQyqFXszenRediOvdlphCI7ir4YV2TrONYKnMjfgFDblo7jc3uAKotkmWRXMtjjGZu8CYaNTMMLJ382k0EnZyPBJsMwOteb2pK+R98EJ9bz1f9kp7Q9jC0da/q0RiO0RiKYhkFJbh6lmZnUNDcRcGyaQiEMI4zLMPC5PRTn5pKdkYHfdqhtaWFk6UAOHbVXl+MPKSzihuefIRgJ4/d6MQ2TUCxKc1utGCuR4KNvqqgoGZCW6WCP/usNlqxZRSASIWHbuAyTnMwM9hw0hPOPOIoDRowkYSewEh0zxpxOgS4rkcC21we9LDsZDEv93Pa3bScDb8mfk1lW7YG0DYNq3R6zw2u3t+nYt0Rqm5Nqv76d3fZ6G+xva7OjCsWiQA4Zbg+NVit1AX0Z2lu9HVfGjBnDyy+/3CmDqT2w1draisvlwuPx4PF4yM7OTgWTOgapumPbdqcsqvZj5ObmAnSa5tc+na+9D36/n2g0msqias+wCgQCFBUV9UtQpz07avny5di2jWEY2LZNdnY2Pp9vkxlPoVAI27Y7laTpqGPNLJHtTa+DUt3Jz89Px2E269VXX+V///sff/lL14KZdXV1nQaddkVFRal5y3V1dZ0CUkDq8ebaBINBIpEIGRldV1eaNm0a5557bupxMBjk8MMP34Iz7PCa3hy8ppv+qm4Zsy2Wh+oYlFHAEH8h66IttMS7r4/Qmohy99I5fND4Nb8YdSwV2QOIRJv59dI5gMH4guHEbIvWRAwzEUvVh8r1+Ml2+1gVaiDT7cM0wHAg6iR/sUQTFl+3riPD5WGgL48WK8KY/HLGFQzbbP83lqGlFfxkR9UX44r03IbT3ByjBGL/BdrHRYOueawOEAMjLxl8SnwFnrHJ1t1Nw3Oc9cewFuJYC8HIwnGPSQWz0nUuTvyDtoBUx0ytzaz+JzulbT22dKzpk5eZSUuoFQdIOA61gRYSjk1Lx/pM7V9UWXHWNDYwqKAQl2ngcbspaKtxuqGDd9+DHx10CI/M/SfVTU3YHTIsirKyGJCXT8yyWFq9mhuef4abTz51iwJTHc+lICub0tx8ApEwLZEwXreH8488iom7J0tNeFwu8PT6JXYoCdtOZa1tGMxqf5zouM1OdAqqdde+u0BdeyAsFdizE8QTbZltmzhmY2uQT1auwDTM1DCYm5lJeWFxcgVpK47X7aY4p2dfhsp6vR1XDMMgPz+fhoaGbvcnEgkSiQSRtozLjkGq9s967fs3NdWvYxCq44p+xcXFOI5DOBymsbGRRCLRpaZV+/S+9pX/+jqo014PKhwOd5piaFkWzc3N5OXl4fP5Nhocy8zMTPW3fVXBjizLwjRNMjMz+6T/Iluj10GpUCjEo48+yvvvv099fX2XQeDNN99MW+c6qq6u5rbbbuOJJ57A5/P1yWtsKa/Xi9e7sQK2W2bf/HKGZhZRE21O63E3xXYcVoUbKPHlUurLI8P0sC6aLCZa5M1mRPYA/tvwdar9v9b9j3dql3Dq0IOZVDKajxq/Idvlw2UY5LgzyPdkku/JIpSIErcT1EYDnDhoAn9YMY+V4Xpsx0ktamwAHsMEI1lr6murltKMPK7ec8pms53m1nzG9AVPEIhHKPJld8rQ0gp+sqPqi3FFeqbbaW5GVttj6L4uVDsr+Ryj64p6HafhOdYKsD4Gp+34TiT5XCcEsX/hWJ+C99D0ZC/Z65J9MTJ6t/qf7JS25dhi2zaP/usNWqMRSvPyicRjRC0rtQpd3LKobWnBwEjlITq0FQM3DBKOQ1NrEL/Xy55lQxg9aEgqkNr+X7YDfLDsK179+CMKsrIYmJ9HfaCVqBVry1o0cBkmhdnZ5GdmUd3UwBNv/4sDR4zsVR2hDc+l/a2Vl5VJblu216x/vclBI3bfZvWJbNvmf2tW0djaSkFWFnsPGtKnfWkvaO5Nz3feaWfbNuc99ghLq1en/s0qSgbQEo4QjIRpCAYZWz6MccNUx7S3ejuuVFdXpwJOPbFhkKo9QOX3+8nKysJxHCKRCNFodJO1qNqzsYLBIBkZGWRkZJCZmZn6uX1q34bTBW3b7tOgTsd6UBkZGUSj0U5F2m3bpqWlhby8PNxuN7ZtdwmOlZWVUVxcTE1NDW63u9OXTO0BuNLSUsrKytLef5Gt1evfGtdffz3//e9/+f73v09JSUm/fav62WefUV9f32kVvEQiwQcffMAf//hHHn/8ceLxOC0tLZ2yperr6ykpKQGSGU+LFy/udNy6ujqATm3at3Vsk52d3W2WVF9oz/r5KljTL6+3odpoC1E7zgBfLl7TTdiKgQMuw8WfDrqQu5e8yqKm5QBYjs0fl7/LC6s+wADy3H6CVpSgFcVjuMjxZJDj8TMsq5hEsIZXqxfiMdyU+4tYG2kiZlupfAMLG8MxMAwwMRjoz+OIAV3T8juyHZu7lrxCIB5JTQsE8Lu8WsFPRHpto9Pc7EaSq+hBcurdxrJY27OfPGxsRT3HHAD2vLaAlAcItj2vfYyywa7DibwBGZO3PjDlhJPnwMZ+h3W/+p9Iuv1vzSpW1NcxMC+frAwfpmFSkJ2Nt60gteMk6w753G5chkncTmCaJl6XC4/bjdOWGTMgN5drjz+R0vz85KpuGKmAq2Pb/P2TRWT5fFSUDCAaj2MaJiYGpmkQt23cLhdleQU4OBRmZxGOxakPBth94CAcnLaQWFLCtrEdO5Xl0/5BdWn1ata1NDMgJ6/bWG9eZiZVtev435pV7DOk/6fGdpwiGbcsPG53WqYr7shM0+SCIydzw/PPUNPcRF5mJrbtEI5HWd3YQG6Gn2umnKAi5/2gtbW1V0GpDbVnQIVCoeQY4fWmsohgfS2q7lbkaxeJRFJ9CAQCqUyjjIwMXC5XKjjVHiDqy6BOx3pQHdlt2YKO42BZFg0NDbjd7lTtrY4Mw6CyspI5c+YQCAQ6rb4XDofx+XxUVlYqI1q2S70OSv373/9m5syZjB8/vi/6s1EHHXQQr7zySqdtv/zlL9ltt904//zzKSsrw+Px8N577/Gd73wHgK+//po1a9aw3377AbDffvvxyCOPUF9fT1FREQDz588nOzubkSNHptr8+9//7vQ68+fPTx2jr3XM+vGa2+6bppZ4mJhtMSSjkGG5xdRFA1S11uIxPPzpoIv4+9rF3Lv0NVaFk2m34USyuOGy1hoGZuST6/YTJ0FDrJWGWCsuwyCasMj3ZrFnziDqYkHWRpvwmm4MIO4k8JpuyjLy8bSdd200sNmV9xY2LmdpoJoiX3a3g6zf5WVR03L+tHw+pw+bqMCUiGzUJqe5OZmsD0o5wMZu6gySwaWNr6jXKXPJ2TAgRdvPDhBNz7Q6w0+qhlW3v/Y30VeRLeRq+2BvGkYqg8ZtmgwuKKQkJwfTNAnFYkTjsVRWVMK2SbTVlrSxsRI2sWgsWX8SBzthY+Nw/pFHcfTYfbt93QVVy3jr8/+R7cugJRymKRRiXXNTcvU102yrE+MQS1hkZ2SA47CupYVwLM6AvLzNnpfdFpz6pnYdxTm5FGdn40CyplMigWVbycCay0NrpIHG1tb0XdQe6jitMD8zC29mZlqmK+4MDt59D24++dRUwK4+GCQUiTK2fBjXTDmBSaPHbOsu7hJCbfXd0sG27VSAqT1A5fV6yWmbhhmPx4lGo92u+NfxGB2LsxuG0ek4Pp+PrKwsDjvssD4J6nSsB2UYBm63m3g83uUaGYaR2t5dUK+iooLjjjsutWpf+zUpLS3d6Kp9ItuDXkc9cnNz+62GVEfZ2dnssUfnX6CZmZnk5+entp988snceeed5OXlkZ2dza233sq4ceNSAaXKykpGjhzJVVddxS9+8Qtqa2u5//77+fGPf5xKOT3ttNP44x//yN13383JJ5/M+++/z+uvv87MmTP7/Bw3zPqpjSYLLfZ9qfPuRRNxVocbKc8soiK7hM+aV9IYb8UwDI4p25dJA0bzh+XzeGTZmwSs5MBoOTarwg34XV4G+vLIdPtwHIcV4QZarRgel4sWy0eG6Wa4v4SIHSdohQlaEeJ2Ao/pJsvtw3ZsmuKtm115ry4WIG5b+DYI4LXEw6yNNBFJxEk4Nld+/EeeWj5PNaZEZOM2Nc3N9IDtJjk9z2bjU/jcJKfjtW58Rb32zCWn/Xgb3uC2T1oyIdGw9dPqzAHJVfZSq/+ZpGpi9WD1P5HeKs3LB+iScVIbaKEp1EokHsPtcuE4DmubmwnHY3hMk4TjELMsvG43LiOZ1eT3eBlcUNBWgyhZM+jIvffpdFzbtlm4vIq6QIAv11YTCIdoCAaJxGOpAtyJ9tW52qbDxC2LhG0TikWxHYeC7O7rU23IbJtqmJ+VxdqmRqLxODl+Px6XC4/bRYbhwWWaRH1xMn0+disZQIbHg9WW7dD+IdOBtH0o3/BadDetMMProdSTT01zE4/+641eT1fcmRy8+x4cOGIk/1uzCrfporyomH2HDttlr8e20Fd1jTYMUGVkZOB2u8nOzk4FrAKBAEOGDMG2berq6qivr+9yHMdxUgXTg8Eg2dnZjBkzhqysLFpbW3G73bhcro0WFe+tDetBZWdnd1tvy3EcTNPE7Xbz7rvvUlFR0SVIVlFRwfDhw6muriYUCpGZmUlZWZkypGS71ut30qWXXsoDDzzAXXfd1SXFcFu79tprMU2TSy65hFgsRmVlJb/61a9S+10uF4888gg33ngjp556Kn6/nxNPPJFLLrkk1aa8vJyZM2dyxx13MHv2bAYOHMitt97aadXBvrJh1k+W27fNAlKwvo5DixUm28mgPLOEkg4r4XldbqbudgQnDjmA//fVP/nzivkk2m6wwokYVaFaslw+PIYLr+nGdiVT4htiQSKJOE3xVgo8WZRl5BNLWNTHW7Gd5M1jT1feK/bm4GmrIeV3JQOLLfEwK0J1JBwbExPTMMhyZajGlIhs2manuWUBLayforfhCG0AvmRAyvBieA7o/iYwlblkdXgeHY7bfswwYODEP0sVXGcjq/NtimEY4DkAx/538thORttrtiQDUpvqq8gW2NiH+7HlwxhaVMzilcsZXFCIYRgMzM9nRV0t8YSN49iYhpGcMoeBy0zuz2qr9bK6saFLzZ+5n33Cna+8xNLqNcQsi6gVp3EThYhtxwHHIdpWM2ZL6wiNG1bB7gPLkudiFHap31LT3Mz+wys4fK/RqethtdXFsQErYRGzEsSsONF4PJUh5jjOVt33/W/NKqpq15GfmbVdTivcXpimyT5DhpLn91OaX7Ctu7PLycrKwuv1diosnm4ds4k8Hg+FhYW43W5ycnKoqKigoKCAgoICgsEgixYtYunSpYTDXaexO45DIBBg/vz5vP/++wwePJhhw4YxbNgwioqK8Hg8nYJUW/K7dMN6UO3B7w3rY7ndbnJzczEMY5MrARqG0WcrBIr0hV4HpZ588klWrFjBxIkTGTJkSJcI8Ysvvpi2zm3OU0891emxz+fjV7/6VadA1IYGDx7MrFmzNnncAw88kJdeeikdXeyVDbN+Mt1eDAy27vZk6/hdHoLxCKtCDRxaMoqJJbvTFA91WsmmwJvFUQNG82nzKj5rXkXcSaT2tSaiGBgcVDSSZcF1xGyLDJcXn8tNJBKjKhYix51BrieDYm825ZlFODisi7QwKrdssyvvjSsYxqicMj5pWslgf/KmYm2kiYRj4zFcxB0bv8tLoS8LnCzVmBKRjdvcNDfDBY63bb9F14CUt232XnEyyLORWlCOUZKcHujUsz4rirbjdmqZ/GMtxrGWAB4ws3FcIzDcw7oEqDZcMbB9v+M44BoI3olgfQp2+3SiOLg23VeRdDJNk2umnMC0Jx5ldWMDhdnZZPt8lObns7axERuDTK+XcCyGaUBpfj7ZPh+hWJSGYLBLzZ+5n33CtCceJRAJU5Sdg8/l5vM1q3rUl7pAgKgV3+I6Qt2dS4bbQ8SKp/p62THHdjqu2+XC7XK1PepcFDpuWcQSFrF4+99xYolEKkjV06yqxtZW4paFdyOZKD63h5ZQeJtMKxRpV1ZWRlFREWvWrOmz18jOzsbj8WCaZmplvXXr1gHJ0ix+v5+SkhL22WcfDjvsMCorK6murmbNmjU0NjZSW1vbJYvKtm1WrlzJypUrmTdvHjk5OakA1ZAhQ/B6vZ2CVB6Pp0dBqg3rQbnaMkldLhe2bWMYBtnZ2WS1rTjaHnDrq5UARfpbr4NSkydP7ot+CF2zfkJtK8XQB+ndPdUYa6Ux1orP5eFbhSMo9uXiMzzUxgJYbcGn9+q+5NrFz9CaiDLAl4tpGKyNNKeCUw4O79V/idtw0RoPMzSzGNM0KfblsibcSIsVpsUKk+Xy4nf5MA2DkTmlXL/XCZsNHJmGydV7TmH6gidYHW7E7/ISScQxMYk7Ni7DYGBGflsRVCj0ZrM0UL3ZWlUisgvqMs2tw42k4yQzoFIBKz/rM5sswAuefbsNFnXkWCsg/gHYzawPbG0YjIKuWVgWEAM7CPZanPhH4CqBtoBS5xUDATLALMJx74XhKgAcDFcBjlnZ1saNYWZsUeaVyNaYNHoMM6dekMpuarRa8brdHLbn3px8wIFUDCilal0Nz3/wH75YW011UxNet7tLzR/btrnzlZcIRMKprKvalhYilrWZHiSn8EWtOGOKh3L7D3+0xXWENnYuW1KfyON243G7yeqwwLRt28SseDKjqi1QFbWs5OrFG8mqKsjKwuN2E7MsMrxdl4WPWnE8bjcFWT2brijSFwzDoKKiok+DUvF4HJ/Ph9vtJhQK0dLSguM4ZGVlpQqXL1u2jHXr1nHMMcdQVlaGz+dj8ODBqfdXMBhkxYoVLF++nJUrV3apSxUIBPj000/59NNPMU2TQYMGpYJUhYXJccnj8aSyqNqzoLrTsR5UTU1ysSvHcVLT+TquPt+XKwHuihzH0XTHbazXQamLL764L/ohdM36sZzuPqj0L5dh4jXdeE03j349l3EFw5lUOhqP6aI60sRTVfO454s5tCZimBiEEzF8bQXLLSfB2kgzdtstk+UksJwES4PV5LozyfdkUOTJpj4WwMbBMEyqo01UZJUwdfhhDM4spDbSQo47gwz3xpeZnVQ6mofHT+WuJa+wqGl5ctqeYSTrWmXkk+tZP800w+WmMW5ttlaViOx61k9ze7MtAJVBKnPKibC+IHhO9wEreyWYG58G13llP39b1lWQ7oNS7R81UyWgN9gfhUQdjv0mTmIMWJ+1zbnOJzU1MLEWEtU43gMx3IPWn6OrCIxsDGP7XLZddn6TRo/hiL1Gp+pAFefkMG5YRacPaxdMOnqT+xcur2Jp9RqKsnPavsCDukALsOlanAYGpbl5xBIWvzrplK0ubN2Tc9lSpmmS4fWRscEtUCpQZSUDVZF4LDX9b/SgIYwYUMrna1ZR6snvMlQ1h0KMKhvM3oOGbHX/RLZGx8LiWyKVCdyN7OxscnNzCQaDRCKR1LQ8t9tNOBzu9LipqYl///vfnHHGGXi9XhzHSa3u53K5GD16NHvvvTeJRIKamhqWL1/O8uXLu6zWbts2q1atYtWqVbz77rvk5OQwdOjQVBZVe1DJ5XJ1+tMxUNVeD2rNmjXMmTOHpqYm8vLyOo0njuP06UqAu5qqqqpUYXjbtpOJE8XFKgzfz3RHuh3pLutnG87co9CThc/lIdPlxWO4aIi1ct0nz3KDfRIrW+uZU/0RS1vW0D7b2cHBcAwiCYvqSBOD/AUMzSxum5aYIGonl2W1cWiyWmmyWnHjYo/cMn4w5ECGZBZS4Mli77xBmIaJ5SRojLfSbIXIMD3kuP1kuzNSK/p0NKl0NEcM2Is/LZ/PlR//kSxXBoW+rE7LOkPPa1WJyK4pOY3tqA5ZRxHABWZuMrvJ8Hctgm4YQEay/UaKkq9f2S9Ksu5UgmSWVRYQYn19qS7P3Mh2m+SqgAZY/yM5ddAHRrxDAM1I9t/6BMdVltxmN4ATANdQDJcKm8u2Y5om4ytG9Gr/hgXNY5aFr62MRCgWJZbo/su8jkEql8skw+vFY7sZkJubjlPZ7Lmkm9ftwevunAXVPv0vbllc9/2TuO3lF2gIBPB6PBiOQTAapj4YJNuXwQVHTlZRb9mmHMdh+fLlW/x8t9udymZq/yIoubJm8lNJLBYjEAiQm5vLoEGD+OSTT4jFYiQSCUzTTD3HasusXLt2bao+U8eV9zoGqOLxOIMHD2bQoEEcfPDBtLa2snz5clasWMHKlSu71McKBAJ89tlnfPbZZ6ksqvYgVXsWVXs/OtakcrvdDB48mGOOOYZXX32VYDCI3+/H7XZjWRbhcBifz0dlZaWyebZSVVUVc+bMIRqNdrrGNTU1zJkzh+OOO06BqX7S66DUAQd0/y1w+xt42LBhnHjiiZx88slp6eCupmPWz9KWalymSaJtgPVgYqXyjvpeQ7wV4m0lUozkMsp1DQF+9N6DhKwoGFCakc8QfyG10Raa4iHiJGs52Y5DXbSF8swiMkw3pw+dyB+Xv0trovOAbZFgeWsd+R4/h5aM6rYftuMQSsQIJ+LUx4JkuX3kuDPIdPs6tTMNk9OHTeSp5fP4pGklOFmdFrVyHIeGWJAx+eWbrVUlIrsuwz0UXOWd6jM5dghi/yCZhdQdFxBpK5beDXsdJGqBeLLdFo/kbsADhif5Nx6SBcvjYMTWH9ZxSAW67FqIvABOsMPrenAyp2KYSv2XHcOGBc0BmkKt+NxuinNzsdoCUqZhdKp7CXT60Oo2TUKx6BYVN9+etU//wwfH7DuOLJ+Ph9/4Bysb6rFsmwE+H+MrduMH3zqYfYcOT0tRdZEtVV1d3W1R8Z6ybZvMzEz+f3v3HV9FmT1+/DNze5JLeqMHFELvKhosWFdk7WXX3kVZ19Vd8bvNxq7lx6rr2lCxoKuulVXAXbsrAhYEK1WQBAhphPRb5/n9MbmT3BTSG5z368ULMnfuzDNDcnLvuec5j9/vJxzpvVb7c2+z2UhMTCQcDrN3715KSkqshucA4XAYTdOimon7/X6qmuiz1jBBFQqFCAQCBINB4uLiGD16NKNHj8YwDHbv3m0lqYqKihqNN1JFtXLlSuLi4qwE1aBBg6zkV+Scuq6TnJzMiSeeyNdff01JSQnBYBClFBkZGRxxxBGSLOkgpRQrVqzA7/fj9Xqt3xORnmAVFRWsWLGCoUOHSvKvG7Q5KXXdddfx6KOPcuSRRzJ+/HgAvvnmGz755BPOP/98duzYwW233UY4HOacc87p9AEfCCJVP2tLt/NewXfct3E5ewKVhHuo5bkCwqpu9Qd/OGh2UlGKXTWlJDvjSHX1w2VzUOArI6TCODSzN1ZF0Idds/FBwffomsYAdyJ7g9VRyamqsJ/ffv0Cmyt3c/mwY4htkGyqG4cipMKUBaupCNbg1O3EOdx47W4ctc3hG1abJTnjcNvs+MIh9gQq8TrczMueLU3OhRD7ZE5zq1/xVIBq2ARdKTMZRIjIqnkKt1mV0aDpuAptx0xGQdsSUjp1SajIr2wFBGsTYHbMVfo8oEK1YwnTaLqfajhlOQj4AUlKid6vUUNzux1fMMieygp27NmD027HbrOho6HrNgLh6MrD+kkqp83e7ubmzalfwdWZ0/c6Ykb2aI4Ykc3a7dsoqaggtV8/Jgweai47H66d+mdNAwxaqxG2pam6EO1VXV3daGW51tI0DcMwqKysRNM0qxl4pDF4ZLpbJOG0Z8+eRsdQShEOh7HZbNbxWmoaHukP5XA4rCRSJEEF0L9//6gqqvq9qBpWUVVWVvLDDz/www8/oOs6mZmZDBkyhMGDB5OcnGyNLyEhgaOOOoqSkhJCoRCxsbGkp6dblWJtSZb05b5JXTH2/Px8iouL8Xg8jY6laRoej2efKxyKztXmpNSaNWu44YYb+MUvfhG1/aWXXuLTTz/lH//4ByNHjuS5556TpFQH6JrOlKQspiRlMS1pGPO+eZFvSnO7sU7K1FRfhoAKY0ezpu2VBCoJGGHS3f1weGzs8pWiUBhKURqoRNN0CvxlaLU9p5yajTRXP8qC1fgN84WjgeLRH9/n1R1f8OuDT+S0gVOx7SNxZKDwGUH8/iClgSpibS68dg8xdmd0tVlFPqVBc8reuIRBzMuezcz0MV1yr4QQ+7GGTdAJ1iZ6GiR/Au9jhEeCsb12+l8YlA4EaH0yyoY5Hc+BmZSCuiRUw+NE3ny39hNnu3kd9nFouiyDLnq/phqaA8S4XAxJSWVrUSHbi4sYlp6B026nJhjApulmr0qiE1IOm41DDjqI/5t9eod7SUU0rOBy2u2MzOzf5kbnXaG5aYWRVQBj6jVONgyjbgXAUBh/MNBiU3Uh2ismJqbdyc/I83Rdt6qXACshVb8heFN9q+r3oookxtraNLxhBVUgELASVJFm6qNGjWLUqFEYhhHVi6qpKqqdO3eyc+fOJquonE4nycnJ1v5VVVXW1L/6fakifzelL/dN6qqxRxKjzd0zu90uKxx2ozYnpVasWMFvf/vbRtunT5/OPffcA8BRRx3F3/72t46PTgBm5dTd48/j0tWPke8v69bEVHNnCjV4pCJUQ6A6xIDaPlL5NXsIKoXPCOHS7Who2DVz2ovfCBMMVJHsjMNvhCgLVlvXVOQv54/fvcLz21dwc/Zspqcc3OL4wsqgPFRDZciHU7fjdbg5MjXbqjYrDlSQ4vQyKXGIVEgJIdolugl6Oc0mmYxCc7ocdsxG6S7MxFVwH0e3mftr9trn1X4coAK159nXohct/T7QAA84Jtc2OI9H02ygxbXwPCF6h0YNzevpFxPDgKQkCsrK2FtVidNuxxcMoOsaAxKS8DgcVPv9lPtqiHG5+fNpZ3LVzOM7rYqpqQoufyjEN3nbufqpx1l42VU9nphqLV3XcTmduIjuqh7VVD0UJBAKEbSmS9FDNfyir8vMzMThcFgJpfZoWGkVbtBTLhgMWqvU1d+3fjIsUm3kcrmIbeeKlJHnu1wuwuGwlaCKTCuMVEJlZmZy2GGHUV1dbVVR5ebmtlhFlZGRYa3ol5ycbCXVIj20Gk77iySoIkmqvLw8/vvf/1JdXW2tRthX+iZ1Zc+nmJgYs3I0FMLhaLxSqaxw2L3anJSKj4/nww8/5JJLLona/uGHHxIfHw+Ymcf2/mCLxgxlcO+GpVQbQWxN9EroLfxGkNzqEvp7EhgYk0JhTRkAqS4vudUlgDJ7U6ERVGF2+8uw1b750jEz/pFpghsq8rnsi8c5OnUUv8s+hWFxLTfkrV89tSdQRZzdzeh+A/DsY+W+Zo+lDEloCSGiaPbBKDUT/EvZdzKodnodIWq78kWOUPtvG2g2829s5nYVSUJVYSah2hPnNcweU/ba8wQBJzinW6vvCdHXFFdURDU0byg5Ng5/IMgfTj2TgzMy2VZYwGtffMam3fmU1dTgtNs5ZPjBnV651FwFl8fpZEBiEjtL93D3W0s4etSYHp/K1xFNNVUPG2Fr2p+ZrAqZVVWGQqFk+p9okaZp9OvXr0N9pZqyd+9eEhMTcTqdrZ4eGOlBlZGR0eZpYk3t7/F48Hg8jaqnIj8XMTExZGdnk52dbVVRRZJUhYWFUcc3DINdu3axa9cuVq1aRWxsbFQVVf2qsMiUv0hyLpK8+uyzz7DZbGRkZJjvtWr3cbvd7N27t9f2Terqnk+ZmZmkpKRQUFCA3W6POoascNj92pyUuvbaa7nttttYvXq11VPq22+/5X//+x+33XYbACtXrmTatGmdOtAD2drS7Wwo30XAMOuTnJqNkDK6fSpfa4RUmLzqPWR6EjgoLgOFQcAI46rt66RUmCB1vyR0tNpF1jVSnF6GxKayes8W6/GPitbzSfFGzhl0KHMPOoEkV8uf7keqpyK9p9y2fa/c19AHBd9bU/+Chjn1b6Q3U6b+CbEfaNjrCT2trpS/ie0NabobhR0z4VM/BmvUraygU9cLKrLNVve41YsqQF0/qvayg5YA+mBQ+WCUY628pyeZ0/QkISX6sBSvF4fdxt7qauy6bk47c7qsHydfKIjL4WD6wSOsqWpXzTy+y3s87auCS9M0kuLi2Ji/i7Xbt3Xrynzdwabb8DhteJx1H/oppRr3qQoGCcv0P9GMSIVPZzIMg4qKCpKTk63pfdB4tb5IDyowK6xKS0t58sknAXN6XGumibU0razhCn6RJFX9pG39KqpDDz20xSqqqqoq1q9fz/r165utoopQSlkJL5fLZfXciqzw53A4cDqd+P1+CgoKyMjI6PT/j47o6p5PmqaRk5PD0qVLqaiokBUOe1ibk1LnnHMOw4cP55///CfvvvsuAFlZWTz33HNMnjwZgMsuu6xzR3mAKw5UUBMOEDBC2DXdrNgxzN5OvZFCUeqvJEZ3MNLbn/JQDVVhP7tqSgk2GHMYA5tmo787gcqQH03TePGwuSzYuIw1pdvMfZTBi7mreGvXWq4aNpOLhubgsjUus2yKQd3KfWajcw9eu7vZ539Q8D1z1jxFRdBHsisOl242bP92bx5z1jzFo1Muk8SUEH2UCuWhgmvBKIPadDh6AkofBEZeg+3x4JiEZh9oPlcpwEAZPtBigdZUYKraVfAiK+61twLKUfs8Rd1UPjfgAQxzVb3wZnAcBg4XKB9obtCT5cWU6LMizcPf+fYbyqqqqfDVoOs6Nk3H5XCQmZBAnNvNnsrKRivpNddLqTO1VMHltjsoDVVRXNFwkYH9k6ZpuBwOXA2mwVh9qoKRv4MEItP/kKbqByqlFOXl5V1y7EgCKDKdzTAMq9KmsrKSUG1TfzC/bxMSEgiHw+zevRuAfv36ERcXt89pYm2ZVla//1Rkul39Cqr66ldR5eXlsXLlSvbu3Us4HG5U+dWaKiqfz2dNIQyFQoRCISvRFWkGHwwGKS4uJi4uLqo3VU+/fuiOnk9ZWVmccsopVnLR5/Oh6zrp6el9ot/W/qTNSSmAKVOmMGXKlM4ei2hGitMMpAYKe+00EF3ToZcmpTTAZXNQEfZTFKgg3R2PXbNRHfRRFIxuOOjUHaS742urmGxsqyrCrtl47tA5vFvwLX/buLx26h9Uhnzct2k5L+Wt4sYRJ3Ny5oRWB0yFIqjC7AlUUhasxqM76OfwEGt3W8cwlME9G96iIuhjgCexrhTf5mSAJ5GdNaXcs+Etjk4bJVP5WkGmQIqupFSgttqolfuHd0PgK8zqJDdmJVPYbEYe1QOqdoU9owzlX4EyJqPZ608fDoGqNv+2EkXU/m3U+3dH3mjpmJHUBvZJYB8JRgkEV5oJKOKiK7CUB6iB8HdgP6HHX0gK0VGR5uFf5/5ESWWl1bZAKQU6VAf8bCsqJM7tJiXO26kr6bVWiteLs7aHVP2KoQhfKIjTbifF6+3WcfU2Drsdh91ObL2FlQ3DqKuoqk1USVP1A0t+fn6jHlCdqaqqCqfTSVpaGpWVlQQCATweD4mJiRQXFwNmUibSGH3Pnj1W1XRNTQ0xMTHNThPryLQyXdet/lOGYVjVU/UTZQA7duzgo48+IhAIEBcXh81mIxgMWgkYTdMIBAKNrjlSRaVpGhkZGSQnJ2MYRpN9k+qfX9d1/H4/fr/fGnP9BFWkR1V3vr7orp5PWVlZDB06tM+uTLi/aFVSqrKykri4OOvf+xLZT3SeSYlDGBabxpf+rShNoaGhaxo6Wq+cwqeADHc8AzxJfFe2g5qgHzTwOjyUhmoI1SbTHNjIikm1Xki6dDvlwWpKg+aqEidkjOfo1NG8kLuSR7e8R3nInHe+q6aU3379Txb/9Am3jJrNpMShbRpfWBlUhv1UhwM49Eq8dg9eh5vvy3ayuWI3ya64pkvxnXFsrMhnbel2piRJ5nxfZAqk6HphzART08zpeCVm1RAuCH4FqhTwgBaK7ARUYCaY7KCp+gcwHwt9hbLVS/RoCdRVPXUl3RxTaCMYu0EfZG7TEqlrih4ZE6BiQRlmwkxLrHvMvJh6/9Ya/C1E71K/eXilz/xE32WzETQMDKUIG4bZF8Uw0NB45NIre6SZ+KQhWYzM7M83edujekqBGX+aquASJl3XcTtduBvk8qKaqgeD+ENBQrXTrCRRtX+prq7usio5TdM4+uijGTRoEJmZmfz0009WJUwwGMQwDBwOB16vF5fLFdUQHcxkRzAYxOFwNDlNrLOmlem6jtvtxu12W+eMJKi++uorAoEAsbGx1jmcTicOh4OqqiqSkpKYPn26NdWvoKAg6tiRXlf5+fkA+Hw+XC6XVbEVmdro8/lITk4mLS0t6rlgVpzVb6KuaZo19S+SrOrKDwO6s+eTpmntmgIoOk+rklLTpk1jxYoVJCcnM3Xq1CYzh5E5uuvXr+/0QR7odE3nzrFnc9qn91ETDuDAhqb33qQUmN8PM9PG8PXeXL6v2IlDszPQk8jgmGTyfXupCQdQKKqNAHG6GwC/EcKu20l01DXJd9rsXJJ1JKcOmMKjW97jxdyVhGqboX9TlssvVz/MSRnj+c2InzE4NqVNYzRQ+I0QgUAFpcEqcquLyXDH47W7qQ4H8BvRK4K4bXZKgyGKAwdGKX57yRRI0dNUaBeEvq3XXwnMBJanXoURtY/V9l8ibFaf1q4SiqaBcpnHCBegNM1McoV30nkJqdqm51bjcydmtZWGuWqfy/y3qoTw19RVYmmgbIAbtMinhwqoRiOMpstCI6Jvqt88PDEmltLKKhw2G7qm4dQ0gmEDp91OZkICYWUQDhsk9tDCOrquc8vs07j6qcfZWbqHpLg43HYHvlCQPZWV9HN7eqSCqy9rqql6sLaJuiSq9i8xMTHYbLYuqZbSNI2BAwdaSYb6lTBbtmxh9erV9OvXz/rZbKohev1tDaeJdcW0skiyx+PxsGvXLpRSpKamWtVM9acbRhqUa5rGIYccwiGHHEJNTQ25ublWksrn8zU6R6QSCrCqntxuN1OmTGmxKijy8+b3+9mxY4c1bTE9Pb1RoqqzKoyk59OBpVVJqWeffdZaWW/x4sVdOiDRtOMyxnLhkCN4cutHBAl3rC9uF7Ohs6WqkPs2Lac8WFM7dS5EXs0eUt39GOBJpNRfyd5gDcX+cmJtZk13WaCaEf0yGR3fOFOd6Izl96NP5ZdDDudvG5fzXsF31mP/2f0N7xd8zwVDj+Dq4ccS72hbGWekMXrIMNgbrMZjc5LsjCOsFJVhH9UhM4HmC5sVPynOA7sUf19kCqToaSq0CwKrMPs4uTATPX7MoFkNSq+XyKmX5IlMv1M6ZuVUZPW8EAT+0wkjc1CXfIoko6xRYya6/LXTssOYFVyRsdXvRRWZ2qeASsALmrN2rGGzl1QTWtvIXYieVL95eDAUwkBhq/1doWkadl0jGA7hsNvp53CQv3dvj/ZsmjlmHAsvu4q731rCxvxdlIaqcNrtjB80pNNX+ztQRab/1SeJqr4vMzMTr9fL3r17O/W4NpsNh8PRaFW/+pUwa9asIRwOW0mpphLH9bc1nCbW1dPKqqurqaysJCEhAbfbHbWSXygUwmazWVVOER6Ph5EjRzJy5EiUUhQWFrJ9+/Ymq6gAKxlYWVnJu+++y6BBgxgyZAiDBw/G7W76dcSOHTv48ssvKS0ttYpREhMTmTp1KgMHDmw07c/hcFjT/tpLej4dOFqVlDrkkEOa/LfoPh8UfM8HhT8Q74ihMuRr1DC8d1GgNNy6kzKq0dHRNY0UlxebpuEPB0l1xePUHRT5yykLVuMLB4l1uLhq2DH7TFYMjU3lH5Mv5os9W7l3w1t8V7YDgKAK8/S2//H6ji+Ze9DxnDt4Og69bUFwdHx/kpxxfLs3j6GxKXgdHvrZPSQ4YqgJBSjylTOyXyaTEod06O7sz9aWbmdjRb5MgRQ9QillVkgRJKoqSkWmuinMqXeRF5GRbZG3MFV0XsbfZp5Hq01GmQPBqs5Sgbp/N/kWKvKcSMVmvcQZkcRW7XQ9HOY0RVsK6GmNjqRCuajgF2b/LKuReyI4pqHZB3fGxQrRKeo3D1dKoaNZb36gbonzUDiMT6NX9GyaOWYcR48a0+Wr/Yk6kqjq+zRNY/DgwZ2alLLZbMTWVk42lxBqakpYpNIn0tfJ4XBYyaZAIEBVVRXJycnW6nRdPa0sJiaGcDhMRUWFNWXP4XDgcrkIh8PU1NQQCASaTR5pmkZ6ejrp6elWFVVeXh7bt2/np59+arSiX3V1NRs3bmTjxo3WcyMJqrQ08wOsHTt28OGHH1rnjVS5lZSU8OGHH3LMMccwcKC5MExk2p/P57OazdfvS9XWaX/S8+nA0OpG53v27KGmpoYBAwZY2zZv3sxTTz1FdXU1xx13HLNnz+6SQR7o6lefpDjjqA77sSkdDQj1spIpHQ27ZsPQFLpmLpHu0HVCyqAiVMPBcRlUhHxUhmuId3jQdY2aUJCR/TK5atgxHJZycKvOMy1pGP+a/iuW7lrL/ZveZrevDICyYDV/Wf9v/pm7kt+OPJmZaWNaHbR0TeeqYcdw6/ev8VNVMfHOGGJsThy6HQ0Y7k3nj6NOkwqffSgOVBA0Qrj0ZlYjkimQoisZJbVT9lwNpulFkjhhIAiqovbfDeNnC/FUSwA9E8KbaHoKXyQJ5aAuiRQC5TfP26G3Rar2mFrtOCNxqPZ6NDeaY1qjeKdCuSj/+2YSTHNjNnMPQ7gYZbwPHCuJKdFr1G8eHuN04XI4qAkGcNZ+0q6UQgPsut6rejZ1x2p/Yt8kUdX3NFVl1F52u53k5GQqKyv3mRCqPyWsvLwcp9OJpmk4HA6rf5LH48Hv91NeXk4oFELTNEpLS/nnP/9pVed05bSyhkmv+s3II/dsyJAhZGZmWt/L++LxeBgxYgQjRoywqqjq96Kq/3ylFLt372b37t189tlneDweBg8eTFFREX6/n7i4uKiKqNjYWKqqqvjyyy8ZMGBA49cgShEOh63KrMjj9RNUrZn2Jz2f9n+tTkrNnz+ftLQ0brnlFgBKSko4//zzSUtLY9CgQfzf//0f4XCY0047ravGesCKVJ8kOWPZUbOHsDKwaVq7q6Ucmo1wbV+mzu5JZdNshFF4dAexdpf1vtCuafjCQarDAfo5zMbiNaEgme4ELs86hiPTRrY52aNrOj8fMIUTMsbz7E//4/EfP6Q6bGb/f6oqYu5Xz3JI0nBuzj6FMfEDW3XMw1IO5vYxZ/L41g/ZVlVEebAau24nKzaVy4YeyYCYJAp8ZXjtbmLsrpYPeIBJcXpx1PaQ8tiaWI1IpkCKrqQiDcgdtSvzhbGm4EUlnFq/ap+ZxKmdAqh5wDYMwltrj6fMc2lO6qqvwrVJKGU+BzATSG2NtZFeV/VpQEztcevFf92L5jyyUXJJKWVWSKkAaLH1EnV2IBZUlfm4bZB84ih6hYbNwzMTEtheXEQgHMZW29zc6XCwp6qSeE+M9GwS+9SaRJV8//SczkpK6bpObGwslZWVrUoIZWVlMWXKFFasWEFZWVnUeOLi4vD5fJSXl0dts9lsFBQUsHTpUk455ZQunVbWXC8lv9/P3r17cblcTJ48mYSEBKs5ev2+Uy0dO1JFNW3aNHw+n5Wgys3NbTTtsaamho0bN1pfh0Ihq1l6JJHkdrspLS2lsLCQ9PT0fZ4/MsZQKEQoFLJW+9M0zUpO1a+qEgeOViel1q1bx9133219vWTJEuLj41myZAl2u51FixbxwgsvSFKqC0SqTwzdgS8cxK7pBIxwq9/i6GjE2J0McCeiaTqbK3ebVUyq85JSkZqAsArj0G1kuBOIsTtx6w5qwkEcmo5CWSvvoWBPoJIhsUO4OCuHYn8l1WF/u0bjtjm4evixnDFwGg9tfodX8z63ruvzPT9y9soH+fmAydxw8ElkeBJaPN5hKQdzSPJwfijbRWmwikRHLKPj+6NrOiEVpixYTUWwBqdux+tw47V7sLdxquD+alLiEEZ6M/l2b15UTymoXY0oUMm4hEEyBVJ0GqWCYOwBoxjCuzATNo0bfDZPA2IxE1f1n2fHnAJY+6JZaWYVlioCnKDF1T4n0iS9BjPZFUl+RVai7UiFVMPn6WZiDI95blV7PudxaPaMxk83Cs0pe5q7QeUYtV+7zceNQrDt+4WkEN2hqebhg5JT2FVaii8YQNM04lwuJgweKj2bRLs0lagSPSMQaH4F3dbSdR2Xy4VSqtUJoW3btrFmzRp0XSc+Pt6aFhxZmS8yfS4uLs5agQ/MyqCKigpWrFjB0KFDO2VaWWSVvIbPbynpNXToUAArQWQYhpWgCgaDrV7Z0O12R1VRFRUVWUmq3bt3NzpOJJlUXV2NpmnW9ELDMJpsrt7ae6CUsq4B6JRpf6JvaXVULi4ujpq6t3r1ao4//nhr5YGZM2fy+OOPd/4IhVV9UmMEze4nClpTdOzQbHgdHv48+nQOTxnBpMQh/Hf3t1y0+hFibE4UUBqswhcOdHgSYGQ0Tt3OoJhkvA431aEAXrubmlAAvwqhoaErqA4F2BOoxOtwc9PIWbhsTjI9CRT6yqkM+dqdKEt19eP2sWdx/pAc/t+Gt1hRvKl2bIp/71zDf/O/4dKso7h82NHEtlDlpGs6YxOar64yUPiMIH5/kD2BKmJtLrx2DzF25wFdcaBrOvOyZzNnzVPsrCklyRmH22bHFw5Z/+fzsmfLFEjRbkoZEFqPCm2rbdxd1vKTojhAHwhaDOipYBuMpuuo4A4I/g+zKqq2Ebn1s1y7Gp5mr6048gJVtZVZ9RNR9WgOc7tyA5GEVUc/BKitPtS02j5ZfrCloDWXUFI1mBVVTfedMKc1+mr3E6J3aNg8PBAKkeyNo39CEqdPPYTjxo6Tnk1C7AdCoVDLOzUQqaoxDMOqGHK73cTHxzNu3LgW44JSihUrVuD3+/F6vVGv2SOr2gWDQRITExtVcmmahsfjobi4mPz8fPr379+haWXbtm2zkk6GYaDrOikpKVZirS1Jr0hyLtJ3KlI9FQ6HW52g0jSNtLQ00tLSmDp1Kj6fj7y8PDZu3Mj27dsbHSeyGl+kR9Wnn35KQUEBQ4YMsXpRtVdnTfsTfUerk1JxcXFU1Fvh5JtvvuGss86yvtY0rVMy3qKxSPXJV3t+qu0m0rp58CEV5qC4dK47+HgrCbC9qpiqcIDykJnNNpTRKV2pvLoLTdfx2JwopdhcsZvqcMCaJmhS/FRdTLwzlgkJg5mXPZuZ6WMAM5mR4UmgNFDJnkBVg+e1zQhvBk9Mu5IVRRu5d8NSNlfuBsBnBHn0x/d4ZcdnXH/wiZwxcJq1qk97RVbuKw/VUBny4dTtxDnceO1uHM30VdrfzUwfw6NTLuOeDW+xsSKf0qA5ZW9cwqCo/3Mh2iW4DhX4uJU72zB/zUX6STnBeTiavYkXkLqb6BXyNPO5mqP2GLVN0vVM0DaA0UIyTFWbx9FsZi8qVVPblLwji1TUmNVRqrYvlOZsso+URfOY10OYpn/d1zY91zwdGJMQnU+ahwux/yspKWnzc+r3UAoEAnz11Vfouo6maXzxxRfMnDmTYcOGNfv8/Px8iouL8Xg8TS7I43Q68fv9zSZy7HY7Pp+P6urqNo+9vm3btrF06VL8fn9UT6qGUwTbk/Sy2Wx4PB48Hk+j6X2tTVCBmaQ7+OCDOeigg1iyZAnFxcXYbDZrFcCG9uzZw+eff87nn3+O2+1m8ODBVsN0j6djrzP2Ne2vfoJKpv31Xa1+1zxhwgQWL17M/Pnzeeedd6iqquKwww6zHv/pp5+sVQlE54pUn1zz5SIqQzWEWpmw0dA4bcBUKyH1QcH33L9pOUqZTR4dmk6gk6bvOW0O5o2azd83/4dtVYW1a0RFH9uGhlO349bt3Jx9SpPJiURnHE7NQZG/jECDnlmGMpqcUtecnNSRHJZ8EK/v/JIHN/2HkkAlAMX+Cv783as8v30FN488hSNSR3b8BhBdPVUaqCLW5iTO7qntrXVgZfFnpo/h6LRRrC3dTnGgghSnl0mJQ6RCSnSYUk19+OEAPQn0FNCTQYUh9GO9huY66AlgH9d0QgrM5+nxYFQCsbWJKR1zmlzArMiyJaPZ0lB6Fhj5+xilBgSAFFBVoBxANWZiy0ZdP6r6+7c2FgfNMempaM4Z+25SrqeZq+yFi2uvqV4cUmqfK/YJ0dOkebgQ+y/DMCgoKOjQMSKVOpHX2DU1Nbz44oscc8wxHH744U0+p7q6GsMwrJk+DUWqo4LBIE5n496ooVAIXdebXd2vteNuqlrL4XA0miLY0fcPkZX7YmJiCAaD+P3+Nk3vAzNZN23aNGv1vciY/X4/Pp8Po3bxgPp8Ph+bNm1i0yZz1kpaWhpDhgyxqqg64wOGSJKtflGMTPvru1qdlPr1r3/NJZdcwvjx4wmHw1x99dXEx8dbjy9btoxp06Z1ySABFi5cyDvvvMPWrVtxu91MmjSJ3/72t1HZcL/fz913383y5csJBALk5ORw6623kpKSYu2za9cubrvtNj777DNiYmI47bTTuOmmm6KC02effcbdd9/N5s2byczMZM6cOZxxxhlddm2tMTN9DI9NvZx537zI13tzzTcU+6Cj0a82IbJmzzYmJAyyVvAbHJNCXk0JQaN1VVKtebu0N1SNQpHujqewpixqVUAdDYduIxz5ZMMIc++GpRyTNrrJJEWsw4VDT6LQX0ZN2EybrS7ebDUfDxkhq/l4Syv22XUb5ww6lFmZE3hi60c8s+1j/IaZ3d9UsZsrvnySGSkj+V32KRzs7Zykal31lI/KkB+HbsNr9xBnd+O0HTjVU7qmMyWp51dFEvsPFcqF8A7M6Wg2IARaP7BPRHMMiN7XfpC5Gp/ymT2V9OR9vLjT0DQd5TgEAmswK5IizcnDtceoq0pStn4QaioyatQ1NVdgHwqhzaDKa7fVj3eRf7cmCtvM52sxoGyYfbPcYBu0z2dpmgaOaeYqe6qKuvvW+JqEEEKI7vLtt9+2a/peU5RSVnVMKBTiww8/JCMjo8mKqZiYGHRdJxQKNdtoXdd1K3HTsDdqTU3NPlf3a42WqrUaThHsDJEqMKfT2a7pfQMHDuSYY47hyy+/pLS01Lo3mZmZTJkyBY/Hw/bt29m+fTv5+fmNjllYWEhhYSFffPEFbrebQYMGWVVUHUnwNdTStD+Hw2H9W1779C6tfoecnZ3N8uXL+eqrr0hNTWXChAlRj8+aNYvhw7vuE63PP/+c888/n3HjxhEOh7nvvvu4/PLLWbZsmfXN/Ne//pWPP/6YBx54AK/Xy5133sncuXN56aWXAKxkWkpKCi+99BKFhYXMmzcPh8PBjTfeCEBeXh5XX3015513HgsWLGDVqlX88Y9/JDU1lRkzZnTZ9bXGzPQxfHbcHTz+44fcv2k5WyrrPmHQ0dDRzIl9mgZKUWME+esPS3DaHGS6E/ipqogUlxePzex7tKO6hBoj+g2RU7ehoREwQvtMREV+jCOLlBvK4I7v3yDe7mFATBI7akrRAJumm03VAQ2FX4VIsTnZWJHP2tLtzSYtnDY7/T2JFPrK+bDge279/jWqgn4SnDE4HTH4jRA/lO3k5q9fZM5Bx3Hu4MP2WYUTa3dzw4iTOHfQYdy/6W3e2vWV9dgnxRv5dMUmzh50KHMPPoEUV+etDGeg8BshAoEKSoNVxNiceO1uYu1uCYZCtIEK5aL879euJOfFXD1ur1kNFVyN0qZHVUFpmmZWAe2Thrl6ngNwoDviUZrNXJHOKMWa3mZLMZM3VlWSm7ooqDc4HpiJJg30AeDwgjXdMBJVa3tTEQJVSctpf6trH+h2MzGlWteg3BzzsfWuydfMNQkhhBDdo/6qd50hMpULzMTUBx98YE1/qy8zM5OUlBQKCgoa9SNSSuHz+UhLS8Pv90etfBcKhaipqWnV6n4taalaq7OmCDanvdP7Bg4cyIABAygsLMTn8+F2u6N6R6WkpDBlyhT8fj95eXlWw/Sqqqqo4/h8PjZv3szmzZuBuiqqwYMHk56e3qlVTTLtr+9oU9lGUlISxx13XJOPHX300Z0xnmYtWrQo6uu7776b6dOn8/333zNt2jQqKip47bXXWLBgAdOnTwfMJNXJJ5/MunXrmDhxIitWrGDLli08/fTTpKSkMGrUKH7961+zYMEC5s6di9Pp5KWXXmLgwIHccsstAAwfPpw1a9bwzDPP9HhSCszqk2sOOparhh/DjWuf57Ef3yNYO51P0zRsmo2gEURDJ8MdT5IzFr8RYlNFPhUhH167B4/Nae3fkFJg13Wcup2gEbb6V9WvCdBr33hFOltFtleF/dSE/SQ4YlAoHFp0FlrTNJQBuqbhC4coDtT1KGvuWtPc/Vi++2vcmoM4t5nIqQz5KPaX4w+HKMfgrvVv8W7Bdy1WTQFkehK4d8IvuHjoDO7Z8BZf7NkKmMmjf+WtZumutVw1fCYXDZ2B29Y5S9VCXfVURchHVciPXavA6zCrp1ydeB4h9kdKKTOpogK1jcbtmFHJBsoD1EDoW5StNave1O8V5UBrkMzW7IPNCiSj0OwDpXlAj27YqekxKFyYFUuRCBmJkpGvXWh6DCgNhROzUXqkWsoOBNvQYNzAXPEv8iu7bQ3KW3NNQgghRHepP9umM0QqdyJ/SktLm6w00jSNnJwcli5daiWdbDYbfr/fSjodd9xxaJpmNSGvqqpC0zQSExOZOXNmi6v7taSlaq3OmCLYWm2d3qdpGunp5odhSqkmE1Qul4uDDjqIgw46CKUUJSUlVhXV7t27MRoURNSvonK5XAwePNjqR9UV96DhtL/Ia6HItL/IH6mm6l59di5RpOl6JKh99913BIPBqDnEw4cPp3///lZSat26dYwYMSJqOl9OTg633XYbW7ZsYfTo0axbt85KatXf569//WuzY4lkmCMqKys75Rr35aPC9ayv2EWCI5bSYDVGbZ+ooAqhozM0JoV4VywAHpuTDFc85cEa8n2l6JrGtsrCqCl2EUEVRlcaNk0nrBnYsRFUYeJsLirCdUt9qmaarRvAnqCZ2fcpA6dutyq4zOl7irBh4NDtpDhbrkhaW7qdr/fmMjQulZARZltVEbtqSjGUgU3T0ZQNQ4VZX76TW79/jdvHnNliYgpgTPxAnj3kGt4v/J4FG5axvboYMBNr9296m5dyV/GbET9jVv+Jnd4HyUARUGH2BCrZG6zGozvw2j3EOlzSc0lYeiKu9FpGoVnlo7mj+yJBbWWoC4xyc7pek9VRtQkszUlTiahGe2vaviuQ9DSwpUK4ADPqhalLz9f2orKlmvsZhbXJJL1eUgkwqrEqqlrTT0qrv2Jo2xuUt3hN4oAhsUUI0dnaGleSk5M7fQz1kx1KqWYrjbKysjjllFNYsWIFu3fvxu/3W6vf2Ww2Pv30U3JycjjiiCP44IMPrOlq5eXlfPrpp2ia1qHEVEvVWp0xRbCt2jq9b8eOHY2m8iUmJjJ16lQGDhzYKGE1efJkq4pqx44dbN++ndzc3EbfJ36/P6qKKjU11epF1dlVVBGR64tM+/P5fJSUlGCz2fa54qHoXH0yKWUYBn/961+ZPHkyI0aMAKC4uBiHw0G/fv2i9k1OTqaoqMjap35CCrC+bmmfyspK6weroYULF/LQQw91zsW1wgcF3zNnzVNUBH2kuvvRzxHDzpo9+I1g7VsbjYJAOZqu089hvmmJsbtw25z4wgF+aiYhFREwQtg0GzZNJ9EZS5G/ApfNTkVt3/FILUBLFOA3QlFvuTRgl6+UcQmDmJQ4pMVjFAcqKAlU4LW7SHH2I8buxK7pGJifhCgNDEPhtbupCvp5fOuHHJI8vFXJHU3TOC59LEemZvOv3NU8vOVdymoTavm+vdz8zYs8t30FN2efwtSk5lfyaK9I9VRl2E91OIA9oBPn8OC1u3DZGjdXFAeW7o4rvZqqwUzENI6/ptrV9ZSv3rZ9V0R1RHSvpgDgoS65FIruP9VUs3EVwmxY3tpGo7VJNZAG5aLDJLYIITpbW+OKz+dD1/VGVTPtFekhFKGU2ueKb1lZWSil+Pe//004HMbpdGK321FKUVBQwBtvvAGY7zljYmKaXR2vPZqq1ursKYLtFbn+mpoaYmNjSUpKsqb4RSqMduzYYTU9d7vd2Gw2wuEwJSUlfPjhh4wZM4bc3NxmE1bDhw9n+PDhKKXYs2dPVC+qht8PRUVFFBUV8eWXX+JyuaJ6UcXGxnb69UeSbZWVlcTFxVFRUUFycjI5OTkdrpAT+9Ynk1K33347mzdv5oUXXujpoQBw9dVXc+mll1pfV1ZWctRRR3XJuQxlWA3LB3gSqQj52FFTQlgpbOiEMFAYVIX8/FRVRIY7gVS3uUpCf3c8P1YVEmzhjVBk8skgTzIVIR/xDg+aMntWGc3WSJmcmllZVX+Phv8OqjDbq4r5oOAH4p0ePiv5EYBDk4YzJSkrKqGU4vTi0O2Uh3xUhPxUhwJkxaZS5K+gIuSrDXbg0O3EO+1sqyrih7JdjE0Y2Op76tTtXDg0h58PmMzCH9/n+Z8+JVi78t+3ZXlc+NmjHJ8+lptGzmJIbEs9atqnfvVUWbAat+7Aa3cT53BL9dQBqjvjSq+nebAadDf5a8swt2sxtX+3riKqQ0Nq1KspZI5Rj+7V1GSzcRWZ9tfs0amLxLWUZp5DGpSLDpLYIoTobG2NKzExMV36O8zn87FkyRJ+9rOfNdnwXCnFp59+SiAQwDCMqL5HkSQLmJU6keqczlwdr361VnFxsZWkS09P77EEyLZt26zxRK7f6/UydepUJk2aZPVk+v7771FKERsba12/3W4nNjaW8vJyPvvsM5xOJ26325zFEwxSVFTEhx9+yDHHHMPAgeZ7NE3TSE5OJjk5mcmTJxMIBKwqqu3btzdZRbVlyxa2bNkCmP83kWl+GRkZHa6iqp9si4uLw+Px4Pf7OyURKVrW55JSd9xxBx999BHPP/88GRl1q6WlpKQQDAYpLy+PqpYqKSkhNTXV2uebb76JOl5xsTltq/4+kW3194mLi2uySgqwyh27w9rS7WysyCfZFQca7PbtJawUTt2GoRQhw6itZFIYKsyOmhJKA5VkehKxa3a0SDP0FgRVmJJAJcmuOK4aNpO/b/4PKrjv5zk0HbtuQ1OatcJdQ2bnFY3SQCWnf3ofYaUI1u7r0O2MiR/APeN/wcz0MQBMShzCiLgM1pZux6XbKfSXM9CdSIY7HlfAQb5vL26bHbfNYZbWBqspDVY1ee6WxDtiuDl7NucNms7fNi7nnYJvrcfeLfiOjwrX88shh3PN8ONIcHbdPO+wMqiqrZ4qCVQSZ3fjtbtx2/t+9ZShDNaWbqc4UEGK08ukxCGSdGtGd8aVXq9RtVHkAc1s+q1poGeAbRCa3n33rLW9mhonsOr3gqq3Wp8lkpCKqd1XA82PNCgXnUFiixCis7U1rtR/D9dViouLefHFFznmmGOi2ruAuQLe7t27rSmH9RMaoVDIqvAJh8NRj3Xm6nhZWVkMHTqU/Px8qqure3Sq2LZt21i6dCl+vx+73U4gECAUClFVVcWyZctYs2YNxx9/PG63m6qqKlJSUtB1PWqaH5iVZZF7VllZaa2wGElOffrpp5xzzjlNXqPT6WTYsGEMGzYsqooqNzeXXbt2NVtFtWbNGpxOp1VFNWTIkDZXUSml+PLLLwkEAsTGxlrTKh0OB16vt1MSkWLf2pWUMgyD7du3U1JS0mie6bRp0zplYA0ppbjzzjt59913ee655xg0KHop7LFjx+JwOFi1ahUnnngiAFu3bmXXrl1MnDgRgIkTJ/LYY49RUlJizWVeuXIlcXFxHHTQQdY+//vf/6KOvXLlSusYPa04UEHQCOHS7VSHAviMIPbaN/VNJZsUUBMOsr2qCKfuMH+QWrH0J4DfCPLIlEs5Jm00L+WtosBXRkg1X2YbSS5oaNjQCDcxHg0Nm6YRVIrqcKB2UooOmkbQCPF1aS4Xf/YYzx56DTPTx/BR4XpKg1WUh6oJK7NKK9dXQrLhJcXpZXBMUu1RNfNe6HYSHR0r5xwcm8LfJ1/Emj3buHfDW3xTlgeYibpnf/qEJTu/ZM7w4/nFkOk49a7L6yoUQRWmNFhFWShSPWU2R7d1wZzqrvZBwffcs+EtNlbkEzRCOHQ7I72ZzMuebSUhhWhK42qjWMzoFgNaALChOcZ1a0Iqamyt6NUUSWCp0AbwfwwEMCu8IkmpcINn6LWPe8E5BU2PlwblQggh9gu7d+/e50pvnSUUCvHhhx+SkZERVTFVVVWF3+9HKdWoobWu61YvpaamFza1Op5Sap/JpeYe1zSt3Ymtls7ZluOsWLECv9+Py+WirKzMui+Re1BQUMBbb73F5MmTKS8vB8wkksvlwuVyWVMPI/crcm/qJ/TC4TDFxcV89913jBs3bp9j2lcVVW5urtVbOiIQCPDjjz/y44/m7JuUlBRrml9GRkaLK+sVFhZSWlqK2914dfTOTESK5rX5HfW6deu46aab2LVrV6Ngomka69ev77TB1Xf77bezdOlSHnnkEWJjY60eUF6vF7fbjdfr5cwzz+Tuu+8mPj6euLg45s+fz6RJk6yEUk5ODgcddBA333wzv/vd7ygqKuKBBx7g/PPPt7L75513Hv/85z+59957OfPMM1m9ejVvv/02Cxcu7JLraqvIdDa/ESKkwigFmm7+8ASNhm9qTLoGARUmGG768eYEwiH62T2sLd1Oka8Ch2Yzz4ci1ETCKWiE0W06IWWga1ptY/M6GuY0NaPedrMDi1GvSEBR6C/j7vVvYijFdV89TUXQR393InsClVSG/SjM5FzYCDM6fiCaplHkK6MsUM2IfpmMju+cYDElKYsXp8/l7fyv+dvG5eT79gJQFqzh7g1v8kLuSm4aeTLHp4/t8jeJRm0SryYcpCRQibePVU/V74OW7IrDVfs9/O3ePOaseYpHp1wmiSmxT9HVRnvNleyUAj22tnJoUEuH6HGapoHmQWkaqDigkrpm55HpiRE2sKVKVZQQQoj9TnV1daf2lGqOpmmEQiE++OADsrKyrNfr1dXVVnPzppIQEU2Nr+HqePWnvUWOmZKSYk3Da+nx9ujMY+bn51NcXIzH46G8vByllHVfIn8Mw6CmpoYNGzZYFVJKKauyyuFw4Ha7SUhIIBAIWM3jGyb7DMPg+++/Z+zYtr13alhFVVpaak3za6qKqri4mOLi4kZVVIMHDyYuLq7R8X0+n5WIa0pTiUjRudqclLr11lsZO3Ysjz/+OKmpqd32ie2LL74IwIUXXhi1/a677uKMM84A4Pe//z26rnP99dcTCATIycnh1ltvtfa12Ww89thj3HbbbZx77rl4PB5OP/10rr/+emufQYMGsXDhQu666y4WL15MRkYG8+fPZ8aMGd1wlS2blDiEkd5Mvt2bR4IjxuyZq8waKcNqc26K5HnCSlkdSmyaTngf1U71GSg+2/MjB3szqA77CaowDt2GrmnYlEHAiE5NGSizSToaiujvC73269ZMHQwpgzWlP/Gn716xemdpmkaK20uxv4Jd1aWEMCgL1fDFnh/J9CTi1M1POXJSRqBrOoYy+KFsF6XBKhIdsYyO79+uaWK6pjOr/ySOTR/Lcz99wsIfP6Aq7Acgt7qYX69dzJTELOZlz2ZcQte/KVYoQpHqqWA1blvvr55q2ActEjM8NicDPInsrCnlng1vcXTaKJnKJ/ap4XQ5ZTU+96HCBX2jiijSH0uzAV5Q1Zj9qMCsjqpt0O46Bs2e3fuvRwghhGijmJgYHA6HNb2rq0QSIaWlpVFVLjExMei6bjXvbljV1JyGq+PVn/ZWv2F5pA/RlClTWLNmTbOPt6dPUUvnbOsxIwk6pZSVcGtuel2kTc7evXutKW6hUIhQKEQwGKSqqspKTimlrARVOBy2ElxVVVUUFhaSnt6+FYE1TSMpKYmkpCQmTZpEIBBg586dVpKqpSqq5ORka5pfpIoqUiEVDoex2xunRxomIkXna3NSavv27Tz44IMMGdLyymmdaePGjS3u43K5uPXWW6MSUQ0NGDCAJ554Yp/HOfTQQ1myZElbh9gtdE1nXvZs5qx5ir3BahyaDX84hF4bPDTMxt06GgEjjFM3M75BFcZQCqdupyYc2McZsI4TkeL0omtaVFWWTdNx6naCRthKhgHYNZ1UZz/y/XubPFZrVQRr2FpZQJo73gqMGhqprn6ElWJnzR4MFGFlsKumlIGeJAbHJPNubR+oFcWb2FZVRMgIYdftZMWmctWwYzgs5eB2jAbcNgdXDp/JGQMP4aEt7/BK3mdWcm9N6TbOWfUgs/tP4oYRP6O/J7Fd52grg75RPVW/D1pTn0YlOePYWJHP2tLtTEmSBoJi3yLT5VQoF4KfglGKIozZZDwRentlUf3+WFos6Am1q/EZtc3M/WbfKElICSGE2E9lZmaSmZnJ1q1bu+wckSQImMmk+lUusbGxuFwufD6fVWkUEUlS1a8Eamp1PMCa9ub1eq1zRRqil5eXs2LFCnRdb/Lx9vQpqj/VrrOOGUnQBYPBfe7ncDjw+/1kZ2ezdu3aRisHVldXEwqFKCsrw+Fw4PF4rIbnoVAIn89n9Z7y+Xz7PFdbOJ1OsrKyrBUV9+7dayWodu7c2aiKqqSkhJKSEr766iucTicDBw5kyJAhVrKtYT+qholI0TXaXJYwfvx4tm/f3hVjEa00M30Mj065jHEJg4izu0HDSpDYa2uSgsrAruukuPqZ0+nQsek6/ezNL4/akEO3c2jycCYlDiErNs1snl7vB9um6Tg1GzZ0HJoNh2YjwRFLVbh2Vbza/SKN11tTJRURxiBohHE16NmkMJuZ29CwaTpp7niGx6WT6Iw1q4XQeW3HF2wp302szUmqqx+xNiebyvO59fvXWF28udVjaEqyK45bx5zBkiNu5MjU7KjH3tq1lpP/dy8PbHqbqlDnBduW1K+e2uHbw47qEsoC1YS7uCS6ter3QWuK22YnaIQoDlQ0+bgQDalQLsr/fm3jcwdmjykHhItR/vfNhFUvpWkammOauUKgqqpNSNkwfx37ZWU9IYQQ+z1N08jJyWmx109HRKqkbDYbDocjqsolMzOTjIwMnE4ndrsdwzCsP3a7HZfLZSXOAoEAlZWVBAIB0tPTrUqk+tPemvrQ1el04vP5cDgcLfYpaq2WztmeY2ZmZloLhjWsEov0lIpUD+m6zrBhwzjllFNIT0+PujcZGRlMnTrVqp6qrq5m7969lJeXEwwG8Xg8pKWlkZCQ0GUVR5qmkZiYyMSJEzn11FO54oormDVrFuPGjYtaCC0iEAiwdetWPvzwQ/Lz8/H7/ezdu9eqHgsGg1RUVFiJSHlt1nXaXCl14YUXcs8991BcXMyIESMalbhlZ2c380zRmWamj+HotFGsLd3OewXfsWTnl6wr3U5IhUEpPDYHGe4EKxVkKIMYmxOvw02RvwJQURVODWlojIkfwJTELHRNZ/64szl1xX34wkFcCmsVvxAKu64TY3MxOXEofxl/Dp+V/Mhff/g3Lt1Ovm+v2fuqHdcYNEL4jRAeW13lT6S5u02zoVDEO2KItbsAqAz5+KmqmERnDNn9+lMR8hFUYdw2J+luBwW+Mh7f+iGHJA/v8DSxg7zpLJx6OSuLN3HvhqVsrDCDv98IsfDHD3g173N+dfAJnDnwEOx61/3Cbag39p6q3wet/v9lhC9sNj1PcXp7YHSir1FKmX2lVMCsNLJeINiBWFBV5uO2Qb32xUPj1fh8yMp6QgghDiRZWVlkZmayY8eOTj92pEk3mP2AUlJSoqpcIkmxpUuX4vP5iImJsaqjAoEAbreb448/fp+r40USF01N94qco/7fDbWnT1FL52zPMevfi8hKepEpfJG+ULGxsfh8PqtaSNO0Ju8NQG5uLgUFBVYhQyAQsMZcWVlJ//79ycrKIhgMWr2pusq+qqh27dplVW5FRBKTZWVlVFZWEhMTQ3p6eof6f4nWaXNS6le/+hVg9m+KiPwQd2Wjc9GYrulMScpiSlIWv8uexeM/fsD8H5bgD4dIc/XDY3dQGqjGUAY2TSfDnYBN07HpGrrSMWpXd2tKssvLPeN/YSVvjk0fy+1jzuTW71/DHw6iaRo6Gk7djku3k+yK45ZRP2da0nCmJGbx1q6v+HZvHkNiUijwl1ETDmIoY5+JsIZqjBC7qksZFlfXJyakwhiG2UHLZXMQMsJUhfzE2JxUhwNUhGqoDPnIdCcwICaRIl8FVWE/mqYR74xhW1URP5TtYmzCwA7ff4DDU0bw2hE3sGTHl/x9838p8psrUpQEKrnt+9d5fvun3Jx9CjNSuzdZG9V7qnblvn52D7E90Huqfh+0+j2lwEww7AlUMi5hEJMSu3dKsOijjEIzkaO56yWkamka4DYfNwpbtSpeT2nYH0tW1hNCCHEgMQyD3bt3t+u5Lper2YRGJJlis9mw2+3ExMQ0WeWSlZXFKaec0qhheEZGRlQSornV1iLT3kKhEA6Ho9HjkbE1l3RpT5+ils7Z3t5HkXvx7rvvWgklTdOw2+243W4CgUCjaqHmVg48/vjjeeutt6ipqcHpdFrj9Pl8uFwupkyZYq3aZxgGgUCAQCBAKBTq0gRVpIoqUkkVDAajelFFVhWMCIfDTJgwgZkzZ8prs27Q5qTU+++/3xXjEB2kazrXHHQcI7yZ3LPhLTZW5LPXV4Vds5HgjEEp8NZO9XPrDmrCQRyaHrUSHrVN0+PtHm4dcwZBFWbNnm1MShyCrunclD2LCQlD+NN3r7C1qhClFB6bk+x+/ZmXPdtaPa1+3yuzuXUShjKoCQfI95XVJsk0gvtouB5pi15jBNhRvYdklxe3zU7IMDCozbwbIX6qLkYDq+G3gUJDURyoJMbuIt3dj9JANaXBKly6nfKg+e/OZNN0zhx0CCdlTuCpbR/x1NaP8RnmvOwtlQVc9eUijkgZwc3ZpzDC2/1zketXT9l6oHqq/vfDzppSkpxxuG12fOEQewKVeB1u5mXPlibnonVUDeYqde5mdrABvtr9erdIfywhhBDiQPPNN9+0u9G5UorU1FQrmREMBjn88MPZtGkTpaWlKKVwOBwtrkiXlZW1z2qofYlMeysoKLCaftcfX6TiKhgMWo20I83Ew+EwNTU11hTB1mrpnB3pfZSVlcWVV17JmjVrWLNmTVTD8LZUC2VlZTF79mwr2ef3+9F1vclj6LqO2+22+k5FElSRxutdyeFwMHToUIYOHWpVUeXm5lpVVF6v15qOKLqeprr6f/wAVFlZaa220NSyk13NUAZrS7dTHKggxellb7CKa9c8TUXQR5IzjoARIre6mJAysGs6g2OSCSvF3qCZxBock0xRbR8gh25npDczKunU8PiRpFVDHxR8byXIIsdKdXnZXVNGebCaytpV7BqKNGsPGQZxDjcjvZnk+/YSNEKEDUVJoAKFwqXb66YR1vawCikDj81Bdr/+aGjE2d3EOzxUBn3kVpdQGfbzj0kXd1qlVFMKfGX8fdN/WLJzTVQfLR2NMwZO4/oRJ5LqajyvuTvpaN2+cl9T3w8Nv7dE83o6rvQWKlyA8r0FOEBr4nMVFQKCaO7ZaJLwEaJFEluEEJ2tNXFl2bJlfPnll20+dqSBeb9+/ay+UYZhcO6555KZmdmuBFN7NbcSXqQhev3V92w2Gz6fz6oI0jSN9PR0jj/++DZNDWvpnO1Z0a8hpVSH72N7j6GUIhgMRk3v64l0RVxcHC6Xq9vPe6BqV1IqNzeXZ5991lpa8aCDDuKiiy5i8GDpgwG98wVew4SAoczpXTbNhk3TrIRRga+MkGGQ7IrDVdsHqMRvVrM8OuWyNicPmkpgfVS4nj98+zJf7Pmx0WQ+HQ2HbkNDI6TCxDtiWHzoNaS64in0l3PH96+zqWI31SEfBuZqf5EyXb8KoaMR74ghKzbVCnwu3U6SI45dvlLi7G4enXppt1Tl/FC2k3s3vMVne36M2h5jc3HFsKO5JOvIJnssdSettmF8nN1FP7uny6unWpvQFI31xrjSE5RSKN/rdavX1X+Bo5TZPNyWguY+Qz7dEqIVJLYIITpba+LKO++8w6pVq9p87Egiqv7Keh6Ph7POOothw4Z1aNztsW3btkZTAOtXaG3bto13332X3bt3W8moyLTCUCjUrkRSS+fcX0QSVJEKqu5MTklSqnu1efreJ598wpw5cxg1ahSTJ08G4KuvvmLWrFk89thjHHHEEZ0+SNFx9RujRxICExIG8fXePIoDFSQ5Yvnjd6+ws7o0qu+Px+ZkgCeRnTWl3LPhLY5OG9WmJEKk71XDsXyS+icmv/NHfijfiQ2zz5WGhl573oARxqnbibG5SHXFMyUpizV7tpHv20t/TwJBI8xu3158RhBlmO9LY3QnTt1OnN0VNU2sNFDNT1XFDI9L47fZs6wm6V1tdPwAnj7kaj4qXM//27iUbVVFAFSH/Ty4+b+8nLeaG0b8jNn9J/VYYibSe2pvsJryYE2XV0819f0gRFtomgaOaSjjfTMBhRtzyl4YlE9WrxNCCCH6gDFjxrQrKRVpoF2/t5FSimXLlnVKlVBbtTQFcOjQoXg8HmuaWmQ1QDCTLhUVFaxYsYKhQ4e2+rVLR6Yd9iWRVQydTme39p8S3a/NSam//e1vXHLJJfz2t7+N2r5gwQIWLFggSalerKmEQOTrNXu2sbEin2RXXJNLjCY549hYkc/a0u2dklSw63bum3gBp31qruhnUzY0Xaut4DLQAZfuYGS/TKsBdnHtlEKXbsdTu5JgdShASIWxazbcNju7fWXMOeh4Pij8no0V+ZQGzWlio+MHMC97NsekjaYkUMneQFWbmq63l6ZpHJM+mpzUkbyct5qHNr/D3qC5IsZuXxm3fPMSz/20gpuzT+GQ5OFdPp59Meh9K/cJ0ZT2rl6nlJLG4kIIIUQv0L9/fxITEyktLW3X8yN9o+Li4nA6ne1K7jQ8XnuTPM01/QbIz8+nuLiY2NjYRs3JNU3D4/FQXFxMfn5+s8do6zn3Rz3Zf0p0vTYnpX788UceeOCBRtvPPPNMnn322c4Yk+gB9RM+TXHb7JQGQxQHKpp8vD2Oy2iwol/YQNOoXdHPQbIrLqoBdorTi6N2SqHH5kRDI9ZeV1ZZHQrg0O0clz6W32XPanaaWIrLi1OzURyoJNTM6oOdzaHbOH/IEczuP5mFP77Pcz+tsFY+/L58Bxd//hjHpo3hpuxZZMWmdsuYmhO1cl+wutt7TwnRGm1dvU6FcuslscKADfRE2EcSSwghhBBdQ9M0Zs+ezYsvvkgwGGzT8yJTq+o3+25vcge6djpcdXU1hmFgtzf9Hstut+Pz+aiuru7QeQ4kdrvdmgIZSU4Fg8Ee6z8lOq7N7zCTkpJYv359o+3r168nOTm5UwYlul/9hE9TfGGz4ijF6e3U896UPYt/59zI1KRhJLliiXfEkOz0MiUpq1EPq0mJQxjpzaTEX9ko4Cil2BOoZKQ300pATUnK4sSM8UxJymo0Pa6fM4ZMd0KzSbiu0s/h4XfZp7D8yJv5WeaEqMfeL/yen3+ygL/+8G9KA527QmB7RaqnCv3lbK8uptBXRk0o0NPDEgKobXZqS0ezDzX/3ldCyv++2YcKBxBr/h0uRvnfR4Vyu3PYQgghhMCchnb88cejt+FDT6/XS1xcHA6HI+r3vt1uxzCMNid3Io3DCwoKcDqdVuVVQUEBS5cuZdu2bW06XkMxMTHout7sSoOhUAhd14mJienQeQ5Ukf+zhIQE6/9OquD7nja/Iz/77LP585//TF5eXlRPqSeeeIJLLrmks8cnukkk4fPt3ryonlJQl/AZlzDImkrXmY5NH8sxaaNbbICtazrzsmczZ81TUT2jfOEQewJmM/b6lVUt8didZGqJFPrLqAkHumEyX52BMUncN/ECLhySwz0b3uLrveab4pAyeG77Cv69cw3XHHQs5w8+AqetexNnTWnYe8ql2/E6zOopu27r6eEJ0SyllFkhpQINGqPbgVhQVebjtkHyIkYIIYToZlOnTmX9+vXk5eU1m7iBuqST09l0W4n2JHeUUqxYsQK/34/X67VeBzgcDux2e4enBAJkZmaSkpJCQUFBVGVX5Pw1NTWkp6eTmZnZruMLk/Sf6tvaXCl13XXXcd111/H8889zwQUXcMEFF/D8888zd+5crr322q4Yo+gGkYSP1+FmZ00p1aEAhjKoDgXYWVPa5oRPe86/r8qmiJnpY3h0ymWMSxhEZdhHvm8vlWEf4xIGtWt1QKfNTn9PIl67G43uf0M6KXEoLx42l79NPJ8BnkRre3mohns3LOWUT/4f/83/plcFUwNFjRGkyF9BbnUJBVI9JXozo9Ccsqe5o1fqA/NrzW0+bhT2zPiEEEKIA5imacyYMYN+/fo16rkU4XA48Hq9pKenU1NT0+SMiZqaGlJSUtqU3In0e/J4PE321K0/JbC9NE0jJycHl8tFRUWFNc0sGAxSUVGBy+UiJydHPhjrRJH+U/369aNfv354PB5sNpvc416szSUYmqZxySWXcMkll1BZWQkgSwjvJyIJn3s2vBXVJHxcwiDmZc9uc8KnqzS1kmBTlVWtpWs6GZ5EnP5K9gQrMbo5AaRpGidnTuTYtDE8v/1TFv74PhUhHwB5NXu4Yd1zTE4cys3Zs5mQ0Ht630Sqp8qC1VTUq57y2j3Se0r0HqoGs4eUu5kdbICvdj8hhBBCdLesrCxOOeUUVqxYQX5+Pn6/3+rt5HK5yMzMJCcnB4ClS5dSUVGBx+PBbrcTCoWoqalpV3Knu/o91b++4uJifD4fuq6Tnp7eKX2rRPMi/ac8Hg/BYNCqoOpNH/iLdiSl6pNk1P6nsxM+XaWplQQ7KskVh0OzURSo6LYG6PW5bA4uH3Y0ZwycxsNb3uWl3FWElbns7VelP3Heqn9wcuZEbhzxMwbEJHX7+PYlUj3l84fYE6gizu7Ca/fgkZX7RE/TPJiJpzBN/8qrbXquebp1WEIIIYSok5WVxdChQ8nPz6eqqspaBS82NjZqJbzOTO7U7/fUVJVWZ/Z7qn997VnhT3SMTO/r3VqVlDr99NN55plniI+P57TTTtvnD88bb7zRaYMTPaMrEj59hdfpwaHbKPCXNdv0vaslOmP54+jT+OXgw1mwcRkfFv5gPbY8fx3vFXzHRUNncNWwY/A6etcb6eZ6T0n1lOgxepq5yl64GIiNnsKnFCgf2FLM/YQQQgjRYzRNa3HlvM5M7nR3v6fWXJ/oepHpfW63u1H1lCSoekarklLHHnus1VTu2GOPlYyu2K+57U7664kU+sqpDvu7tQF6fcPi0nhkyqWsLtnCvevfYn3FLgACRognt37I6zs+57qDTuCcQYf2ymbjUj0legNN08AxDWW8D6oKcxpfbeWU8oHmRHNMk99rQgghRB/RWcmdSL+nzpwSKPoWh8OBw+EgJiYmqnpKdC9NSTqw01VWVjJlyhTWrFkjUxz7MEMZFPrKqQz5MHosNWUKK4M3d67hgU3/odBfHvXY8Ng0fpt9CkelZvf6X5o6Gm6bgwRHLHGO5nr8iKZIXOkYFco1V9kzSrGm7OmJZkLK3nt6tQnR3SS2CCE6W1+LK9u2bbOmBEZ6WaWkpEi/pwNUOBxGKdVsrzHR+dp8p4899lheffVVEhMTo7aXl5dz+umn8/7773fa4IToSWYD9AT2BCopDVRZ/Z16gk3TOX3gNE7MmMDT2z5m0bYPqQkHAfixqpA5a57isOSDmJc9m+x+vbcs2EBRHQ7g0h2SlBLdSrMPBtsgc5U9VWP2kNLTen0iVwghhBBdS/o9ifpstt43A2V/1+YmLzt37sQwGr85DwQCFBQUdMqghOhNkpxxpLv6Ydd6PkDF2J1cd/Dx/OfIWzhj4DQ06n5Zri7ZwhmfPsAfvnmZQl9ZD45SiN5J0zQ0Wzqafaj5t7zYFEIIIQR1UwIPOugg+vfvL68RhOhGra6Uql8B9cknn+D1eq2vDcNg1apVDBgwoHNHJ0QvEecwG6Dv9vVcA/T60tz9+Mu4c7hwSA73bljKqpLNgNlo/PWdX/D27nVcnnU0l2YdTYz0cBJCCCGEEEII0Qu1Oil13XXXAWYW+ZZbbok+iN3OgAEDGm0XYn/isjkZ4EmiwFfWow3Q68vu159F067kf0Ub+H8blvJjVSEANeEgD215l5fzPuPXI07i1AFTsGmy+p0QQgghhBBCiN6j1UmpDRs2ADBz5kxeffVVkpKSumxQQvRWdt1GpieBIn8FFcGaHm+ADmai+Ki0URyRMoJX8j7joS3vsCdQBUChv5w/fPsyz/+0gptHzeaw5IN6eLRCCCGEEEIIIYSpzaUTH3zwwQGRkPrnP//JzJkzGTduHGeffTbffPNNTw9J9BK6ppPujifZFderqo/suo1fDDmc/xw5jyuHHYNTr8s5r6/YxaWfL2TOl0+xtbKwB0cphBBCCCGEEEKYWlUptXjxYs4991xcLheLFy/e574XXXRRpwysJy1fvpy77rqL22+/nQkTJvDss89y+eWX85///Ifk5OSeHp7oJRKdcTg0O0X+coIq3NPDsXgdHm4ceTLnDp7O/RuXsyx/nfXYR0Xr+aR4I+cOOozrDjqeJFfvX6ZXCCGEEEIIIcT+qVVJqWeeeYbZs2fjcrl45plnmt1P07T9Iin19NNPc84553DmmWcCcPvtt/PRRx/x2muvcdVVVzXaPxAIEAgErK8rKyu7bayiZ8U53Dh0nQJfOT4j2NPDiTLAk8iCiedz4dAZ3LvhLb4q/QmAsDJ4IXclb+76iquHz+TCITm4bI6eHaxoROKKEKIrSGwRQnQ2iStCiI5oVVLqgw8+aPLf+6NAIMD333/P1VdfbW3TdZ3DDz+ctWvXNvmchQsX8tBDD3XXEEUv47I56e9JpNBXRlUvaYBe34SEwTx/6LW8s/tb/rZxGXk1ewCoDPn428blvJS7ihtHnszPMibI8re9iMQVIURXkNgihOhsEleEEB2hKaXa9B76oYce4vLLL8fj8URt9/l8PPnkk8ydO7dTB9jdCgoKOPLII3nppZeYNGmStf3ee+/liy++4JVXXmn0nKY+HTjqqKNYs2YNcXEyPepAoZSi2F9BWbC6VzRAb0ogHOKF3E95dMv7lIdqoh6bkDCYedmzmZQ4tMvHkeiIJdXdr8vP05dJXBFCdAWJLUKIziZxRQjREW3u0vzwww9TXV3daHtNTQ0PP/xwpwyqr3E6ncTFxUX9EQceTdNIdfcj1dWvVzVAr89ps3NJ1lH856h5XDgkB3u9cX69N5dfrn6Y36x9nh3Ve3pwlAIkrgghuobEFiFEZ5O4IoToiDa/c1ZKNTnFZ8OGDcTHx3fKoHpSYmIiNpuNkpKSqO0lJSWkpKT00KhEXxLvjCHTnYBTs/X0UJqV6Izl96NP5c0Zv+XY9DFRj/1n99ec/L97+X8bllIerGnmCEIIIYQQQgghRMe0qqcUwLRp09A0DU3TOPHEE6MSU+FwmOrqas4777wuGWR3cjqdjBkzhlWrVnHccccBYBgGq1at4oILLujh0Ym+Isbuor8niUJ/GTXhQC+dzAdZsak8NPkSPi/5kXs3LOX78h0ABFWYp7Z9zOs7vmDuwSdwzqDDcOi9N8kmhBBCCCGEEKLvaXVS6ve//z1KKX7/+9/zq1/9Cq/Xaz3mcDgYMGBAVA+mvuzSSy9l3rx5jB07lvHjx/Pss89SU1PDGWec0dNDE32I02avbYBeTmXI12v7TAEckjyclw//FW/tWssDm95mt68MgL3Baub/sIR/bv+U346cxTFpo6UZuhBCCCGEEEKITtHqpNTpp58OwMCBA5k8eTJ2e6uf2uecfPLJ7NmzhwcffJCioiJGjRrFk08+KdP3RJvpmk6GJ4E9gUpKA1WEldHTQ2qWrumcOmAKJ2SM49ltn/DE1g+pDvsB2FZVxHVfPcMhScO5OfsUxsQP7OHRCiGEEEIIIYTo69qcWTrkkEPIzc3ltddeIy8vjz/84Q8kJyfz8ccf079/fw4++OCuGGe3u+CCC2S6nug0Sc44nJqdIn85QRXu6eHsk8fm5JqDjuXMQdP4x+Z3eC3vc6vK6/M9P3L2ygc5dcBkbhjxM9Ldfb+PnBBCCCGEEEKIntHmRueff/45s2fP5ptvvuGdd96xVuLbuHEj//jHPzp9gELsL+Icbvp7EnHrDvrCBLhUVz/uGHsWb+T8hpyUEdZ2hWLJzjWc9PE9PLjpv1SF/D04SiGEEEIIIYQQfVWbk1J/+9vfuOGGG3j66adxOBzW9sMOO4x169Z15tiE2O+4bA4GeJKIs7vR+kRqCkZ4M3li2pU8MfUKDo7LsLb7jCCP/vgeJ/3vHl7N+7xXT00UQgghhBBCCNH7tDkptWnTJmtVuvqSkpIoLS3tlEEJsT+z6ToZ7gSSnLHofSQxBZCTOpLXj7iB28ecSbIzztpe7K/gT9+9wpmfPsCnxZt6cIRCCCGEEEIIIfqSNielvF4vRUVFjbavX7+e9PT0ThmUEPs7TdNIdnlJd8Vj12w9PZxWs+s2zhl8GP89ah5XD5+JS69rS7exIp8rvniCq75cxJaKgh4cpRBCCCGEEEKIvqDNSalZs2axYMECioqK0DQNwzBYs2YN99xzD6eddloXDFGI/ZfX6aG/OyEqudMXxNrd3DDiZyw/8mZm958c9dgnRRs47dP7uO271yjxV/bQCIUQQgghhBBC9HZtTkr95je/YdiwYRx99NFUV1cza9YsLrjgAiZNmsScOXO6YoxC7NfcdicDPEnE2lx9aDKfqb8nkXsn/IJXDr+eqYnDrO1hZfCvvNWc+PHdPP7jB/jCwR4cpRBCCCGEEEKI3qjN5RlOp5P58+dz3XXXsWnTJqqqqhg9ejRDhw7tguEJcWCw6zb6exIp8pdTHqzBQPX0kNpkbPwgFh96De8VfMeCjcvJrS4GoCrs5/5Nb/NS7ipuHHkyJ2dOQNfanAsXQgghhBBCCLEfanVSyjAMnnzyST744AOCwSDTp09n7ty5uN3urhyfEAcMTdNIc8fj0G3sCVT1udXsNE3j+IxxHJU2ipdyV/HIlncpC9YAkO/by+++foHFP33CvOzZHJc+todHK4QQQgghhBCip7W6ZOHRRx/l/vvvJzY2lvT0dBYvXsztt9/elWMT4oCU6Iwj3RWPow81QK/Pqdu5aOgM/nPkLVw8dEbUdXxblscFnz3C5V88QUVtwkoIIYQQQgghxIGp1Umpf//739x6660sWrSIRx55hMcee4y33noLw+hb1RxC9AVxDjf9PYm4dUdPD6XdEpwx3DLq57w147eckD4u6rFl+Wu584c3emhkQgghhBBCCCF6g1YnpXbt2sVRRx1lfX344YejaRqFhYVdMjAhDnQum4MBniS8djdan2uBXmdIbAp/n3wRzx96LePiB1nbEx2xPTgqIYQQQgghhBA9rdU9pcLhMC6XK/rJdjvBoKyqJURXsek6Ge4Eiv0VlAWr+1wD9PqmJGXx0vS5rCzejKEUF2fN6OkhCSGEEEIIIYToQa1OSimluOWWW3A6nda2QCDAbbfdhsfjsbY99NBDnTtCIQ5wmqaR6u6HU7dTHKjocw3Q69M1nZzUkSQ6YnHobV78UwghhBBCCCHEfqTV7wpPP/30Rtt+/vOfd+pghBDNi3fG4NBtFPrKCKhwTw9HCCGEEEIIIYTokFYnpe66666uHIcQohVi7C76e5Io9JdREw704cl8QgghhBBCCCEOdK1udC6E6B2cNjuZ7sQ+3wBdCCGEEEIIIcSBTZJSQvRBNl0nw5NIkjMWXZPElBBCCCGEEEKIvkeSUkL0YckuL+nOeOyaraeHIoQQQgghhBBCtIkkpYTo47xOD/3dCbhkNTshhBBCCCGEEH2IJKWE2A+47U76exKJtbmky5QQQgghhBBCiD5BklJC7Cccup1MTwL9HDHokpoSQgghhBBCCNHL9Ymk1I4dO/j973/PzJkzGT9+PMcddxwPPvgggUAgar8NGzbwy1/+knHjxnHUUUfxxBNPNDrW22+/zUknncS4ceOYPXs2H3/8cdTjSin+/ve/k5OTw/jx47nkkkv46aefuvLyhOg0uqaT7o4n2RWHTesTP95CCCGEEEIIIQ5QfeJd69atW1FKcccdd7Bs2TL+7//+j5deeon777/f2qeyspLLL7+c/v378/rrr3PzzTfz0EMP8a9//cva56uvvuKmm27irLPOYsmSJRx77LFcd911bNq0ydrniSee4LnnnuO2227j5ZdfxuPxcPnll+P3+7v1moXoiERnHOmueBzSAF0IIYQQQgghRC/VJ5JSRx55JHfddRc5OTkMGjSIY489lssuu4x33nnH2ufNN98kGAzy17/+lYMPPphZs2Zx4YUX8vTTT1v7LF68mBkzZnDFFVcwfPhwbrjhBkaPHs3zzz8PmFVSixcvZs6cORx33HFkZ2dz7733UlhYyHvvvdft1y1ER8Q53PT3JODWHT09FCGEEEIIIYQQopE+kZRqSkVFBfHx8dbX69atY+rUqTidTmtbTk4O27Zto6yszNpn+vTpUcfJyclh3bp1gDlNsKioiMMPP9x63Ov1MmHCBNauXdvsWAKBAJWVlVF/hOgNXDazAXqczYUmfab6FIkrQoiuILFFCNHZJK4IITqiT64hv337dp5//nnmzZtnbSsuLmbgwIFR+6WkpFiPxcfHU1xcbG2LSE5Opri4GICioiJrW3P7NGXhwoU89NBD7b8gIbqQXbeR6Umk2F9BWbAaA9XTQxKtIHFFCNEVJLYIITqbxBUhREf0aFJqwYIFTTYjr2/58uUMHz7c+rqgoIArrriCk046iXPOOaerh9gqV199NZdeeqn1dWVlJUcddVQPjkiIaJqmkeruh1O3UxyoIKyMnh6SaIHEFSFEV5DYIoTobBJXhBAd0aNJqcsuu4zTTz99n/sMGjTI+ndBQQEXXXQRkyZN4s4774zaLyUlpVE1U+TrSHVUU/uUlJRYj6emplrb0tLSovbJzs5udoxOpzNq2qAQvVW8MwaHbqPQV0ZAhXt6OGIfJK4IIbqCxBYhRGeTuCKE6IgeTUolJSWRlJTUqn0jCakxY8Zw1113oevR7bAmTpzIAw88QDAYxOEwGzuvXLmSrKwsq/fUxIkTWb16NZdccon1vJUrVzJx4kQABg4cSGpqKqtWrWLUqFGAmen/+uuv+cUvftHBqxWid4ixu+jvSaLAtxefEZTJfEIIIYQQQgghekSfaHReUFDAhRdeSGZmJvPmzWPPnj0UFRVZPaAAZs+ejcPh4A9/+AObN29m+fLlLF68OKqU9KKLLuKTTz7hqaee4scff+Qf//gH3333HRdccAFgTnG66KKLePTRR3n//ffZuHEjN998M2lpaRx33HHdft1CdBWnzU5/TxJeu1saoAshhBBCCCGE6BF9otH5p59+yvbt29m+fTtHHnlk1GMbN24EzFXyFi1axB133MEZZ5xBYmIi1157Leeee6617+TJk1mwYAEPPPAA9913H0OHDuXhhx9mxIgR1j5XXnklNTU1/PnPf6a8vJwpU6bw5JNP4nK5uudihegmNl0n3Z2AI1BJaaBKGqALIYQQQgghhOhWmlJK3ol2ssrKSqZMmcKaNWuIi4vr6eEI0aKKQA1FgQpC3dRnKtERS6q7X7eca38hcUUI0RUktgghOpvEFSFEW/SJ6XtCiK7ldXro707ApfeJ4kkhhBBCCCGEEPsBSUoJIQBw25309yQSa3NJlykhhBBCCCGEEF1OklJCCItDt5PpSaCfIwZdUlNCCCGEEEIIIbqQJKWEEFF0TSfdHU+SKw6bJiFCCCGEEEIIIUTXkHecQogmJTnjSHfFY9dsPT0UIYQQQgghhBD7IUlKCSGaFedwM8CTgFt39PRQhBBCCCGEEELsZyQpJYTYJ5fNbIAeJw3QhRBCCCGEEEJ0IklKCSFaZNdtZHoSiZcG6EIIIYQQQgghOokkpYQQraJpGmnueFJcXmmALoQQQgghhBCiw+SdpRCiTRKcsWS4EnBKA3QhhBBCCCGEEB0gSSkhRJvFOlxkehLx6A6ZzCeEEEIIIYQQol0kKSWEaBeXzUF/TxJxdjeapKaEEEIIIYQQQrSRJKWEEO1m03Uy3AkkOmOlAboQQgghhBBCiDaRpJQQokM0TSPF5SXN1Q+79JkSQgghhBBCCNFKkpQSQnSKfs4YMt0JuHR7Tw9FCCGEEEIIIUQfIEkpIUSn8did9PckEmNzymQ+IYQQQgghhBD7JEkpIUSncuh2+nsS8do90mdKCCGEEEIIIUSzJCklhOh0uqaT4UkgyRWHTZMwI4QQQgghhBCiMXm3KIToMknOONKlAboQQgghhBBCiCZIUkoI0aXiHB4GeBJw646eHooQQgghhBBCiF5EklJCiC7nspkN0ONsLjTpMyWEEEIIIYQQAklKCSG6iV23kelJJN7h6emhCCGEEEIIIYToBfpcUioQCHDqqacycuRI1q9fH/XYhg0b+OUvf8m4ceM46qijeOKJJxo9/+233+akk05i3LhxzJ49m48//jjqcaUUf//738nJyWH8+PFccskl/PTTT115SUIcMDRNI80dTz+Hu6eHIoQQQgghhBCih/W5pNS9995LWlpao+2VlZVcfvnl9O/fn9dff52bb76Zhx56iH/961/WPl999RU33XQTZ511FkuWLOHYY4/luuuuY9OmTdY+TzzxBM899xy33XYbL7/8Mh6Ph8svvxy/398t1yfEgcBlc/b0EIQQQgghhBBC9LA+lZT6+OOP+fTTT5k3b16jx958802CwSB//etfOfjgg5k1axYXXnghTz/9tLXP4sWLmTFjBldccQXDhw/nhhtuYPTo0Tz//POAWSW1ePFi5syZw3HHHUd2djb33nsvhYWFvPfee82OKxAIUFlZGfVHCCE6QuKKEKIrSGwRQnQ2iStCiI6w9/QAWqu4uJg//elPPPzww7jdjaf+rFu3jqlTp+J01lVg5OTk8MQTT1BWVkZ8fDzr1q3jkksuiXpeTk6OlXDasWMHRUVFHH744dbjXq+XCRMmsHbtWmbNmtXk2BYuXMhDDz3UCVcphBAmiStCiK4gsUUI0dkkrgghOqJPJKWUUtxyyy2cd955jBs3jh07djTap7i4mIEDB0ZtS0lJsR6Lj4+nuLjY2haRnJxMcXExAEVFRda25vZpytVXX82ll15qfV1ZWclRRx3VhisUQohoEleEEF1BYosQorNJXBFCdESPJqUWLFjQZDPy+pYvX86nn35KVVUVV199dTeNrG2cTmdUhZYQQnSUxBUhRFeQ2CKE6GwSV4QQHdGjSanLLruM008/fZ/7DBo0iNWrV7Nu3TrGjRsX9diZZ57J7Nmzueeee0hJSWlUzRT5OlId1dQ+JSUl1uOpqanWtvrN1EtKSsjOzm7HFQohhBBCCCGEEEKIpvRoUiopKYmkpKQW9/vjH//IDTfcYH1dWFjI5Zdfzv3338+ECRMAmDhxIg888ADBYBCHwwHAypUrycrKIj4+3tpn9erVUX2lVq5cycSJEwEYOHAgqamprFq1ilGjRgFm+enXX3/NL37xi064YiGEEEIIIYQQQggBfWT1vf79+zNixAjrz9ChQwEYPHgwGRkZAMyePRuHw8Ef/vAHNm/ezPLly1m8eHHU/OaLLrqITz75hKeeeooff/yRf/zjH3z33XdccMEFAGiaxkUXXcSjjz7K+++/z8aNG7n55ptJS0vjuOOO6/brFkIIIYQQQgghhNhf9YlG563h9XpZtGgRd9xxB2eccQaJiYlce+21nHvuudY+kydPZsGCBTzwwAPcd999DB06lIcffpgRI0ZY+1x55ZXU1NTw5z//mfLycqZMmcKTTz6Jy+XqicsSQgghhBBCCCGE2C9pSinV04PY31RUVDB16lQ+/vhj4uLieno4QogeFBsbi6ZpHT6OxBUhRH0SW4QQnU3iihCiK7QUW/abSqnepKqqCkCWQhVCsGbNmk55QSZxRQhRn8QWIURnk7gihOgKLcUWqZTqAoZhUFhY2KpPGyorKznqqKPkkwTkXtQn98K0P9yHzvrUsS1xBfaPe9dZ5F6Y5D7U2R/uRU/Elv3hvnUWuRd15F6Y9of7IK9Zep7cC5Pchzr7w72QSqkeoOu61YC9teLi4vrsN1lnk3tRR+6FSe5D++IKyL2rT+6FSe5DHbkX8pqlo+Re1JF7YZL7IK9ZOoPcC5Pchzr7873oE6vvCSGEEEIIIYQQQoj9iySlhBBCCCGEEEIIIUS3k6RUD3M6ncydOxen09nTQ+lxci/qyL0wyX1oP7l3deRemOQ+1JF70T5y3+rIvagj98Ik96H95N7VkXthkvtQ50C4F9LoXAghhBBCCCGEEEJ0O6mUEkIIIYQQQgghhBDdTpJSQgghhBBCCCGEEKLbSVJKCCGEEEIIIYQQQnQ7SUoJIYQQQgghhBBCiG4nSalu8M9//pOZM2cybtw4zj77bL755pt97v/2229z0kknMW7cOGbPns3HH3/cTSPtem25Fy+//DK//OUvmTZtGtOmTeOSSy5p8d71JW39vohYtmwZI0eO5Nprr+3iEXaPtt6H8vJybr/9dnJychg7diwnnnjifvUz0hYSW+pIbDFJXKkjsaV9JK7UkbhSR2KLSeJK+0lsMUlcqSNxpc4BH1uU6FLLli1TY8aMUa+++qravHmz+uMf/6imTp2qiouLm9x/zZo1atSoUeqJJ55QW7ZsUffff78aM2aM2rhxYzePvPO19V7ceOON6vnnn1c//PCD2rJli7rlllvUlClT1O7du7t55J2vrfciIi8vT82YMUP98pe/VHPmzOmm0Xadtt4Hv9+vzjjjDHXllVeqL7/8UuXl5anPPvtMrV+/vptH3vMkttSR2GKSuFJHYkv7SFypI3GljsQWk8SV9pPYYpK4UkfiSh2JLUpJUqqLnXXWWer222+3vg6HwyonJ0ctXLiwyf1//etfq6uuuipq29lnn63+9Kc/dek4u0Nb70VDoVBITZo0Sb3xxhtdNMLu0557EQqF1LnnnqtefvllNW/evP0iELf1Przwwgvq2GOPVYFAoLuG2GtJbKkjscUkcaWOxJb2kbhSR+JKHYktJokr7SexxSRxpY7ElToSW5SS6XtdKBAI8P3333P44Ydb23Rd5/DDD2ft2rVNPmfdunVMnz49altOTg7r1q3ryqF2ufbci4ZqamoIhULEx8d31TC7RXvvxcMPP0xycjJnn312dwyzy7XnPnzwwQdMnDiRO+64g8MPP5xTTjmFxx57jHA43F3D7hUkttSR2GKSuFJHYkv7SFypI3GljsQWk8SV9pPYYpK4UkfiSh2JLSZJSnWh0tJSwuEwycnJUduTk5MpLi5u8jnFxcWkpKS0ev++oj33oqEFCxaQlpYW9UPbF7XnXnz55Ze8+uqr3Hnnnd0xxG7RnvuQl5fHf//7X8LhMI8//jjXXnstTz/9NI8++mh3DLnXkNhSR2KLSeJKHYkt7SNxpY7ElToSW0wSV9pPYotJ4kodiSt1JLaY7D09ACFa4/HHH2f58uUsXrwYl8vV08PpVpWVldx8883ceeedJCUl9fRwepRSiuTkZO68805sNhtjx46loKCARYsWMXfu3J4enuiDDtTYInElmsQW0ZkO1LgCElvqk7giOpPEFYkrEftjbJGkVBdKTEzEZrNRUlIStb2kpKRR9j8iJSWlUVZ0X/v3Fe25FxGLFi3i8ccf5+mnnyY7O7srh9kt2nov8vLy2LlzJ3PmzLG2GYYBwOjRo/nPf/7D4MGDu3bQXaA93xOpqanY7XZsNpu1bdiwYRQVFREIBHA6nV065t5CYksdiS0miSt1JLa0j8SVOhJX6khsMUlcaT+JLSaJK1aYTsgAABMBSURBVHUkrtSR2GKS6XtdyOl0MmbMGFatWmVtMwyDVatWMWnSpCafM3HiRFavXh21beXKlUycOLErh9rl2nMvAJ544gkeeeQRnnzyScaNG9cdQ+1ybb0Xw4YN46233mLJkiXWn5kzZ3LooYeyZMkSMjIyunP4naY93xOTJ08mNzfX+kUE8NNPP5GamtonA3B7SWypI7HFJHGljsSW9pG4UkfiSh2JLSaJK+0nscUkcaWOxJU6Eltq9Wyf9f3fsmXL1NixY9Xrr7+utmzZov70pz+pqVOnqqKiIqWUUr/73e/UggULrP3XrFmjRo8erRYtWqS2bNmiHnzwwf1iCVSl2n4vFi5cqMaMGaP+85//qMLCQutPZWVlT11Cp2nrvWhof1lxoq33YdeuXWrSpEnqjjvuUFu3blUffvihmj59unrkkUd66hJ6jMSWOhJbTBJX6khsaR+JK3UkrtSR2GKSuNJ+EltMElfqSFypI7FFKZm+18VOPvlk9uzZw4MPPkhRURGjRo3iySeftMrx8vPz0fW6grXJkyezYMECHnjgAe677z6GDh3Kww8/zIgRI3rqEjpNW+/FSy+9RDAY5Prrr486zty5c/nVr37VrWPvbG29F/urtt6HzMxMFi1axF133cXPf/5z0tPTueiii7jyyit76hJ6jMSWOhJbTBJX6khsaR+JK3UkrtSR2GKSuNJ+EltMElfqSFypI7EFNKWU6ulBCCGEEEIIIYQQQogDy4GRfhRCCCGEEEIIIYQQvYokpYQQQgghhBBCCCFEt5OklBBCCCGEEEIIIYTodpKUEkIIIYQQQgghhBDdTpJSQgghhBBCCCGEEKLbSVJKCCGEEEIIIYQQQnQ7SUoJIYQQQgghhBBCiG4nSSkhhBBCCCGEEEII0e0kKSUOOP/4xz849dRTe/wYrTFy5Ejee++9Lj9PX9Jd916ItpLY0rdJbBG9kcSVvk3iiuitJLb0bftbbJGkVC+ycOFCzjzzTCZNmsT06dO59tpr2bp1a9Q+fr+f22+/nUMPPZRJkybxq1/9iuLiYuvxDRs2cOONN3LUUUcxfvx4fvazn/Hss882e841a9YwevToVn1TK6V4+eWXOffcc5k8eTKTJk1i1qxZzJ8/n+3bt7f/wnuZHTt2MHLkyCb/rFu3rkvO2VxgWbFiBUceeWSXnBPgqaeeYtq0afj9/kaP1dTUMHnyZBYvXtzicW655RauvfbaThnTu+++yznnnMOUKVOs77G//OUvnXLsA5XElt5BYotJYsv+QeJK7yBxxSRxZf8hsaV3kNhiktjSPSQp1Yt8/vnnnH/++bz88ss8/fTThEIhLr/8cqqrq619/vrXv/Lhhx/ywAMP8Nxzz1FYWMjcuXOtx7/77juSkpL4f//v/7Fs2TKuueYa7rvvPp5//vlG5ysvL2fevHlMnz69xbEppbjpppuYP38+Rx55JE899RTLli3jL3/5Cy6Xi0cffbRzbkIHBAKBTj3eM888w4oVK6L+jBkzplPP0ZLU1FScTmeXHf/UU0+lpqaGd955p9Fj//3vfwkGg/z85z/vsvM3tGrVKn7zm99wwgkn8Morr/D666/zm9/8hlAo1OXnDgaDXX6OniKxpWMktrSdxJY6+2tskbjSMRJX2k7iSp39Na6AxJaOktjSdhJb6vRYbFGi1yopKVEjRoxQn3/+uVJKqfLycjVmzBj19ttvW/ts2bJFjRgxQq1du7bZ49x2223qwgsvbLT9hhtuUPfff7968MEH1c9//vN9jmXp0qVqxIgR6r333mvyccMwor5++eWX1UknnaTGjh2rTjzxRPX8889bj+Xl5akRI0ao//73v+qCCy5Q48ePV7Nnz1ZfffVV1DG++OIL9Ytf/EKNGzdOHXnkkerOO+9UVVVV1uPHHHOMeuihh9Tvfvc7NWnSJDVv3jyllFL33nuvOuGEE9T48ePVzJkz1f33368CgYD1vJauNzK+H374odl9mjrGvq5ZKaXy8/PVb37zGzVt2jQ1YcIEdfrpp6t169ap1157TY0YMSLqz2uvvaaUUmrEiBHq3XfftY6xYcMGdeGFF6px48apQw45RP3xj39UlZWV1uPz5s1Tc+bMUU8++aQ64ogj1CGHHKJuu+22qOtvaO7cueriiy9utP2CCy5QN9xwQ4vnffDBBxuNf/Xq1UoppXbt2qWuv/56NWXKFDVt2jR1zTXXqLy8vGbHMn/+fHXBBRc0+3jkfD//+c/VG2+8oY455hg1efJkdcMNN6iKigprn48//lidd955asqUKeqQQw5RV111ldq+fbv1eOT/eNmyZer8889XY8eOte55S/+P+wOJLRJbJLY0JrGlYySuSFyRuNKYxJWOk9gisUViS2P7W2yRSqlerKKiAoD4+HjAzPoHg0EOP/xwa5/hw4fTv3//fZZRVlRUkJCQELXttddeIy8vL+pThX1ZunQpWVlZHHvssU0+rmma9e8333yTv//97/zmN79h+fLl3HjjjTz44IO88cYbUc+5//77ufzyy1myZAlDhw7lpptusjLAubm5XHnllZxwwgm8+eab3H///axZs4Y777wz6hhPPfUU2dnZLFmyxCqXjI2N5a677mLZsmX84Q9/4JVXXuGZZ55p1XW2V0vXXFVVxQUXXEBBQQGPPPII//73v7niiiswDIOTTz6Zyy67jIMPPtj6BOLkk09udI7q6mouv/xy4uPjefXVV3nggQdYuXJlo3vy2WefkZuby7PPPsvdd9/NG2+80eje13fWWWexevVqdu7caW3Ly8vjiy++4KyzzmrxvJdddhk/+9nPmDFjhjX+SZMmEQwGufzyy4mNjeWf//wnL774IjExMVxxxRXNfoqTmprKli1b2LRp0z7vd25uLu+//z6PPfYYCxcu5IsvvuCJJ56wHq+pqeHSSy/ltdde45lnnkHTNK677joMw4g6zoIFC7joootYvnw5OTk5rf7e7esktkhsqU9iSx2JLe0ncUXiSn0SV+pIXOkYiS0SW+qT2FJnv4otXZryEu0WDofVVVddpc477zxr25tvvqnGjBnTaN8zzzxT3XvvvU0eZ82aNWr06NHqk08+sbZt27ZNTZ8+XW3dulUp1XKmXCmlTjrpJHXNNddEbZs/f76aOHGimjhxopoxY4a1/bjjjlNvvfVW1L4PP/ywOvfcc5VSdVnZl19+2Xp88+bNasSIEWrLli1KKaV+//vfqz/96U9Rx/jiiy9Udna28vl8Sinzk4Frr712n+NWSqknn3xSnX766dbXrf1kYPz48db1Rf40d4yWrvmll15SkyZNUqWlpU2es7kx1f9k4F//+peaNm1a1KcjH330kcrOzlZFRUVKKfOTgWOOOUaFQiFrn+uvv97K8DclFAqpGTNmqAcffNDa9sADD6ijjz5ahcPhVp93zpw5UcddsmSJOvHEE6M+NfL7/Wr8+PFR34/1VVVVqSuvvFKNGDFCHXPMMeqGG25Qr7zyivL7/VH3asKECVGfBNxzzz3q7LPPbvYaI5+ybdy4USlV93/8zDPPRO3X0v/j/kBii8QWpSS2SGzpXBJXJK4oJXFF4krnk9gisUUpiS0HQmyxd126S3TE7bffzubNm3nhhRfafYxNmzZx7bXXct1115GTkwNAOBzmpptu4le/+hVZWVkdGuOcOXO44IILeOedd1i4cCFgZq9zc3P5wx/+wJ/+9Cdr31AohNfrjXr+yJEjrX+npqYCsGfPHoYPH86GDRvYuHEjb731lrWPUgrDMNixYwfDhw8HYOzYsY3GtXz5chYvXkxeXh7V1dWEQiHi4uLafH3333+/dZ59ac01r1+/ntGjRzf6hKYtfvzxR0aOHElMTIy1bfLkyRiGwbZt20hJSQHgoIMOwmazWfukpqbuM9Nus9k4/fTTeeONN5g7dy5KKZYsWcIZZ5yBruutPm9DGzZsIDc3l8mTJ0dt9/v95ObmNvmcmJgYHn/8cXJzc/nss89Yt24d99xzD4sXL+Zf//oXHo8HgAEDBkT9n6alpVFSUmJ9/dNPP/Hggw/y9ddfU1pailIKgPz8fEaMGGHtV//7py3fu32ZxBaJLQ1JbJHY0lESVySuNCRxReJKZ5DYIrGlIYkt+2dskaRUL3THHXfw0Ucf8fzzz5ORkWFtT0lJIRgMUl5eTr9+/aztJSUlVhCL2LJlC5dccgnnnntu1CoAVVVVfPfdd6xfv94qNzQMA6UUo0ePZtGiRU02+hsyZAjbtm2L2paUlERSUhLJycnWtkgTwjvvvJMJEyZE7a/r0bNFHQ6H9e9IuWuknLC6uprzzjuPCy+8sNFYMjMzrX9Hfigj1q5dy29/+1t+9atfkZOTg9frZdmyZTz99NONjtOSzMxMhgwZ0uJ+rblmt9vd5vO3l90e/WOtaZoVhJpz5plnsnDhQlavXo1hGOTn53PGGWd0aBzV1dWMGTOGBQsWNHosKSlpn88dPHgwgwcP5uyzz+aaa67hpJNOYvny5Zx55plA42sEoq7xmmuuYcCAAcyfP5+0tDQMw+CUU05p1Lyv/i+Wtnzv9lUSWyS2dITEFoktTZG4InGlIySuSFxpjsQWiS0dIbGlb8UWSUr1Ikop7rzzTt59912ee+45Bg0aFPX42LFjcTgcrFq1ihNPPBGArVu3smvXLiZOnGjtt3nzZi6++GJOO+00fvOb30QdIy4uLirbDvDCCy+wevVqHnzwQQYOHNjk2E455RRuuukm3nvvPY477rhmryElJYW0tDTy8vI6tErB6NGj2bJlS6uCYH1r166lf//+zJkzx9q2a9eudo+jNVpzzSNHjuSVV15h7969TX464HA4Gs3vbWj48OG88cYbVFdXW8Hjq6++Qtf1Dn/KM3jwYKZNm8arr74KwOGHH86AAQNafd6mxj9mzBjefvttkpOT2/XJTMTAgQNxu93U1NS0av/S0lK2bdvG/PnzmTp1KgBffvlli8/rrO/d3khiSx2JLY1JbJHY0h4SV+pIXGlM4orElfaS2FJHYktjElv2z9giSale5Pbbb2fp0qU88sgjxMbGUlRUBIDX68XtduP1ejnzzDO5++67iY+PJy4ujvnz5zNp0iQrCG/atImLL76YnJwcLr30UusYNpuNpKQkdF2PKtcDSE5OxuVyNdpe36xZs3jnnXe48cYbueqqq5gxYwbJycns2rWL5cuXR5VHXn/99cyfPx+v18uMGTMIBAJ89913lJeXc+mll7bqXlx55ZWce+653HHHHZx99tl4PB62bNnCypUr+fOf/9zs84YMGUJ+fj7Lli1j3LhxfPTRR7z33nutOmdDe/fute5fRL9+/XC5XI32bemaZ82axWOPPcZ1113HjTfeSFpaGj/88ANpaWlMmjSJAQMGsGPHDtavX096ejpxcXGNlj6dPXs2Dz74ILfccgtz585lz5493HnnnZx66qnNloy2xVlnnWWVad59991tOu+AAQNYsWIFW7duJSEhAa/Xy+zZs1m0aBFz5szh17/+Nenp6ezatYt3332XK664IupTr4h//OMf1NTUcNRRR9G/f38qKip47rnnCIVCUQ0t9yU+Pp6EhAT+9a9/kZqayq5du/jb3/7Wqud2xvdubySxpY7EFoktEls6h8SVOhJXJK5IXOk8ElvqSGyR2HKgxBZJSvUiL774IkCjEs277rrLKh38/e9/j67rXH/99QQCAXJycrj11lutff/73/+yZ88e3nzzTd58801r+4ABA/jggw/aPTZN03jggQd4+eWXef3111m0aBHBYJCMjAymT5/O//3f/1n7nn322bjdbhYtWsS9995LTEwMI0aM4OKLL271+bKzs3nuued44IEH+OUvfwnAoEGDmlyFob5jjz2Wiy++mDvuuINAIMDRRx/NnDlzeOihh9p8zZdcckmjbffddx+zZs1qtL2la3Y6nTz11FPcc889XHXVVYTDYYYPH27935144om8++67XHTRRZSXl0f9n0d4PB4WLVrEX/7yF8466yw8Hg8nnHACt9xyS5uvrSknnngid955JzabLerTn9ac95xzzuHzzz/nzDPPpLq6msWLF3PooYfy/PPPs2DBAubOnUtVVRXp6elMnz692U8Kpk2bxgsvvMC8efMoLi4mPj6eUaNGsWjRIoYNG9aq69B1nfvvv5/58+dzyimnkJWVxR//+McmS58b6ozv3d5IYksdiS0SWyS2dA6JK3UkrkhckbjSeSS21JHYIrHlQIktmmppcqUQQgghhBBCCCGEEJ1s/+iEJ4QQQgghhBBCCCH6FElKCSGEEEIIIYQQQohuJ0kpIYQQQgghhBBCCNHtJCklhBBCCCGEEEIIIbqdJKWEEEIIIYQQQgghRLeTpJQQQgghhBBCCCGE6HaSlBJCCCGEEEIIIYQQ3U6SUkIIIYQQQgghhBCi20lSSgghhBBCCCGEEEJ0O0lKCSGEEEIIIYQQQohuJ0kpIYQQQgghhBBCCNHt/j8tFsTt7xyRmQAAAABJRU5ErkJggg==",
+ "text/plain": [
+ "<Figure size 1200x600 with 8 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "sns.lmplot(\n",
+ " df[df[\"party\"].isin(TOP_PARTIES)],\n",
+ " x=\"share\",\n",
+ " y=\"signature_count\",\n",
+ " col=\"party\",\n",
+ " col_wrap=4,\n",
+ " col_order=TOP_PARTIES,\n",
+ " hue=\"party\",\n",
+ " hue_order=TOP_PARTIES,\n",
+ " height=3,\n",
+ ").set_titles(\"{col_name}\").set_axis_labels(\"2024 General Election Vote Share\", \"Petition Signatures\")\n",
+ "\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 1200x600 with 8 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "sns.lmplot(\n",
+ " df[df[\"party\"].isin(TOP_PARTIES)],\n",
+ " x=\"share\",\n",
+ " y=\"signatures_per_vote\",\n",
+ " col=\"party\",\n",
+ " col_wrap=4,\n",
+ " col_order=TOP_PARTIES,\n",
+ " hue=\"party\",\n",
+ " hue_order=TOP_PARTIES,\n",
+ " height=3,\n",
+ ").set_titles(\"{col_name}\").set_axis_labels(\"2024 General Election Vote Share\", \"Petition Signatures per Vote\")\n",
+ "\n",
+ "plt.show()"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": ".venv",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.12.7"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/poetry.lock b/poetry.lock
index 6064605..53387d9 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.
[[package]]
name = "anyio"
@@ -2055,6 +2055,20 @@ files = [
six = ">=1.5"
[[package]]
+name = "python-dotenv"
+version = "1.0.1"
+description = "Read key-value pairs from a .env file and set them as environment variables"
+optional = false
+python-versions = ">=3.8"
+files = [
+ {file = "python-dotenv-1.0.1.tar.gz", hash = "sha256:e324ee90a023d808f1959c46bcbc04446a10ced277783dc6ee09987c37ec10ca"},
+ {file = "python_dotenv-1.0.1-py3-none-any.whl", hash = "sha256:f7b63ef50f1b690dddf550d03497b66d609393b40b564ed0d674909a68ebf16a"},
+]
+
+[package.extras]
+cli = ["click (>=5.0)"]
+
+[[package]]
name = "python-json-logger"
version = "2.0.7"
description = "A python library adding a json log formatter"
@@ -2773,4 +2787,4 @@ files = [
[metadata]
lock-version = "2.0"
python-versions = ">=3.12,<3.13"
-content-hash = "8bd5404060dd752b7bf3633192f03dfe9c2df19af6b1ca654b1c94098aea8345"
+content-hash = "f7d94f328597c3d10f6d8965a849ad80164ac561953ee5049ac3312a4eba362a"
diff --git a/pyproject.toml b/pyproject.toml
index cfd170b..8ebc8f3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -13,6 +13,7 @@ numpy = "^2.1.0"
pandas = "^2.2.2"
matplotlib = "^3.9.2"
seaborn = "^0.13.2"
+python-dotenv = "^1.0.1"
[build-system]
requires = ["poetry-core"]