renaming

5/data science/2/county_centroid.csv

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+county,lat_county_center,long_county_center
+BARKING AND DAGENHAM,51.621048311776526,0.12958319845588165
+BARNET,51.81255163972051,-0.21821206632197684
+BARNSLEY,53.57190690010971,-1.5487193565226611
+BATH AND NORTH EAST SOMERSET,51.35496548780361,-2.486675162410336
+BEDFORD,52.145475839485385,-0.4549734374180617
+BEXLEY,51.33625605642689,0.14633321710015448
+BIRMINGHAM,52.12178304394528,-1.881329432771379
+BLACKBURN WITH DARWEN,53.63718763008419,-2.463700844959783
+BLACKPOOL,53.882118373353435,-3.0229009637127167
+BLAENAU GWENT,51.75159582861159,-3.1862426125686745
+BOLTON,53.73813128127497,-2.4794091133678147
+BRACKNELL FOREST,51.457925145468295,-0.7336441271286038
+BRADFORD,53.972113267048044,-1.8738762931122748
+BRENT,51.761695309784,-0.2756927203781798
+BRIDGEND,51.522888539164526,-3.6137468421270604
+BRIGHTON AND HOVE,50.94890407892698,-0.1507807253912774
+"BRISTOL, CITY OF",51.53203785026057,-2.5774864859032594
+BROMLEY,51.2251371203518,0.03905163114984023
+BUCKINGHAMSHIRE,51.92925587759856,-0.8053996183750294
+BURY,53.61553432785575,-2.3088650595977023
+CAERPHILLY,51.62781255006381,-3.1973649865483735
+CALDERDALE,53.769761331289686,-1.9616103771384508
+CAMBRIDGESHIRE,52.1333820427886,-0.23503728806014595
+CAMDEN,51.69346289078886,-0.1629412552292679
+CARDIFF,51.56635588939404,-3.222317281083218
+CARMARTHENSHIRE,51.92106862577838,-4.211293704149962
+CENTRAL BEDFORDSHIRE,51.99983427713095,-0.4775810785914261
+CEREDIGION,52.297905934896974,-3.9524382809074967
+CHESHIRE EAST,53.209779668583735,-2.2923524120906538
+CHESHIRE WEST AND CHESTER,53.12468649229667,-2.703640874356098
+CITY OF LONDON,51.515869084539396,-0.09345024349003202
+CONWY,53.125451225027945,-3.7469275629154897
+CORNWALL,50.2491094902892,-4.642072961722217
+COUNTY DURHAM,54.46928915708376,-1.840983172985692
+COVENTRY,52.20619163815314,-1.5190329484575433
+CROYDON,51.33122440611814,-0.07773715861848832
+CUMBRIA,54.470582575648244,-2.902600383252353
+DARLINGTON,54.51355967194039,-1.5680201999230523
+DENBIGHSHIRE,53.07313542431554,-3.347662396412462
+DERBY,52.98317870391253,-1.471762916352353
+DERBYSHIRE,52.96237103431297,-1.6019383162802616
+DEVON,50.75993290464059,-3.6572707805745353
+DONCASTER,53.579077870304175,-1.1091519021581622
+DORSET,50.80117614559981,-2.4141088997141975
+DUDLEY,52.466075739334926,-2.101688961593882
+EALING,51.69946371446451,-0.31413253292570953
+EAST RIDING OF YORKSHIRE,53.9506321883079,-0.6619808168243948
+EAST SUSSEX,50.8319515317622,0.33441692286193403
+ENFIELD,51.79829813489722,-0.08133941451400101
+ESSEX,51.61177562858481,0.5408806396014519
+FLINTSHIRE,53.18448452051185,-3.176529270275655
+GATESHEAD,54.984104331680726,-1.6867966327256207
+GLOUCESTERSHIRE,51.95116469210396,-2.152140175011601
+GREENWICH,51.298529627584855,0.05009798110429057
+GWYNEDD,52.90798692199907,-3.815807248465912
+HACKNEY,51.715573990309835,-0.06047668080560671
+HALTON,53.37945371869939,-2.6885285111965866
+HAMMERSMITH AND FULHAM,51.45669431471315,-0.21734862391196488
+HAMPSHIRE,51.35882747857323,-1.2472236572124424
+HARINGEY,51.71488485869694,-0.10670896820865851
+HARROW,51.69502976226169,-0.3360141730528605
+HARTLEPOOL,54.67019690697325,-1.2702881849113061
+HAVERING,51.68803382335829,0.23538931286606415
+"HEREFORDSHIRE, COUNTY OF",52.05661428266539,-2.7394973894756567
+HERTFORDSHIRE,51.97545351306396,-0.2768104374496038
+HILLINGDON,51.67744993832507,-0.44168376669816023
+HOUNSLOW,51.31550103034914,-0.37851470463324743
+ISLE OF ANGLESEY,53.27637540915653,-4.323495411729392
+ISLE OF WIGHT,50.62684579406237,-1.3335589426514434
+ISLES OF SCILLY,49.923857744201605,-6.302263516809768
+ISLINGTON,51.66454658738323,-0.10992970115558956
+KENSINGTON AND CHELSEA,51.49977592399342,-0.18981078381787103
+KENT,51.066980402556894,0.72177006521006
+"KINGSTON UPON HULL, CITY OF",53.894135701816644,-0.30380941990063115
+KINGSTON UPON THAMES,51.42789080754545,-0.28368404321251495
+KIRKLEES,53.84779145117579,-1.7808194218728275
+KNOWSLEY,53.48284092504563,-2.8329791954991275
+LAMBETH,51.252923290285565,-0.11380231585035454
+LANCASHIRE,53.39410422518683,-2.460896340904076
+LEEDS,53.55494339794778,-1.5074406609781625
+LEICESTER,52.7035904712036,-1.1304165681356237
+LEICESTERSHIRE,52.372384242153444,-1.3774821236258858
+LEWISHAM,51.26146486742923,-0.017302263531446847
+LINCOLNSHIRE,53.019325697607805,-0.23840017404638325
+LIVERPOOL,53.51161042331058,-2.9133522899513755
+LUTON,51.96794156247519,-0.4231450525783596
+MANCHESTER,53.618174414336764,-2.2337215842169944
+MEDWAY,51.32754494250598,0.5632336335498731
+MERTHYR TYDFIL,51.749169200604825,-3.36403864047987
+MERTON,51.37364806533906,-0.18868296177359278
+MIDDLESBROUGH,54.5098082464691,-1.211038279554591
+MILTON KEYNES,52.01693552290149,-0.7406232665194876
+MONMOUTHSHIRE,51.78143655329183,-2.9039386644643197
+NEATH PORT TALBOT,51.59538437854254,-3.7458617902677283
+NEWCASTLE UPON TYNE,55.00208530426788,-1.652806624671881
+NEWHAM,51.75154898367921,0.027418339450078835
+NEWPORT,51.53253056059282,-2.8977514562758477
+NORFOLK,52.3032223796034,0.9647662889518414
+NORTH EAST LINCOLNSHIRE,53.50967645052903,-0.13922750148994814
+NORTH LINCOLNSHIRE,53.57540769163687,-0.5237063875323392
+NORTH SOMERSET,51.35265217208383,-2.754333708085771
+NORTH TYNESIDE,55.00390319683472,-1.5092377782362794
+NORTH YORKSHIRE,54.037083506236726,-1.5496083229591298
+NORTHAMPTONSHIRE,52.090056204873584,-0.8673643733062965
+NORTHUMBERLAND,55.268382697315424,-2.075107564148198
+NOTTINGHAM,52.95517248670217,-1.166635297324727
+NOTTINGHAMSHIRE,53.03298887412134,-1.006945929298795
+OLDHAM,53.659965283524954,-2.052688245629671
+OXFORDSHIRE,51.93769526591072,-1.2911207463303098
+PEMBROKESHIRE,51.87232817560273,-4.908191395785854
+PETERBOROUGH,52.62511626981561,-0.2689975241368676
+PLYMOUTH,50.29446598251615,-4.112955625237552
+PORTSMOUTH,50.91433206435089,-1.0702659081823802
+POWYS,52.35028728472521,-3.4364646802117074
+READING,51.48972751726377,-0.9907195716377762
+REDBRIDGE,51.74619394585629,0.0701000048233879
+REDCAR AND CLEVELAND,54.52674848959172,-1.0057471172413288
+RICHMOND UPON THAMES,51.40228740909276,-0.28924251316631455
+ROCHDALE,53.67734692115036,-2.14815188340053
+ROTHERHAM,53.27571588878268,-1.2866084213986422
+RUTLAND,52.66741819281054,-0.6255844565552813
+SALFORD,53.39900474827836,-2.3848977331687684
+SANDWELL,52.58696674791831,-2.007627650605722
+SEFTON,53.41754419091054,-2.9918998460398845
+SHEFFIELD,53.594572416421464,-1.5427564265432459
+SHROPSHIRE,52.68421414164122,-2.7366875706426375
+SLOUGH,51.500375556628576,-0.5761037634462686
+SOLIHULL,52.36591301434561,-1.7157174664625492
+SOMERSET,51.15203995716832,-3.2953379430424437
+SOUTH GLOUCESTERSHIRE,51.619868102630875,-2.469430184260059
+SOUTH TYNESIDE,54.994706019365786,-1.4469508035803413
+SOUTHAMPTON,50.984805930473584,-1.4002768042215858
+SOUTHEND-ON-SEA,51.562157807336284,0.7069905953535786
+SOUTHWARK,51.26247572937943,-0.07306483663823536
+ST. HELENS,53.442240723358644,-2.7032424159534347
+STAFFORDSHIRE,52.54946704767607,-2.027491119365553
+STOCKPORT,53.243567817667724,-2.1248973952531918
+STOCKTON-ON-TEES,54.60356568786033,-1.3063893005278557
+STOKE-ON-TRENT,53.0018684063432,-2.1588155163720084
+SUFFOLK,52.07327606663186,1.049040133490474
+SUNDERLAND,54.95658521287448,-1.433572135990224
+SURREY,51.75817482314145,-0.3386369800762059
+SUTTON,51.33189096687447,-0.17228958486126392
+SWANSEA,51.734320352502984,-3.967180818043868
+SWINDON,51.64295753076632,-1.7336382187066433
+TAMESIDE,53.4185402114593,-2.0769462404028474
+TELFORD AND WREKIN,52.709149095326744,-2.4894724871905916
+THURROCK,51.508227793073466,0.33492786371540356
+TORBAY,50.494049197230815,-3.5551646045072913
+TORFAEN,51.69896506141925,-3.0509328418360218
+TOWER HAMLETS,51.68485859523772,-0.03638140322291906
+TRAFFORD,53.314621144815334,-2.3656560688750687
+VALE OF GLAMORGAN,51.477096810804674,-3.3980039155600954
+WAKEFIELD,53.81677380462442,-1.4208545508030999
+WALSALL,52.742742908764974,-1.9703315889024553
+WALTHAM FOREST,51.723501987712325,-0.01886180175957716
+WANDSWORTH,51.24653418036352,-0.2001743797936436
+WARRINGTON,53.338554119123636,-2.561564052456012
+WARWICKSHIRE,52.04847200574421,-1.5686356193411675
+WEST BERKSHIRE,51.472960442069805,-1.2740171035533379
+WEST SUSSEX,51.11473921001523,-0.4593527537340543
+WESTMINSTER,51.613346179755915,-0.15298252171750404
+WIGAN,53.58763891955546,-2.5723844100365545
+WILTSHIRE,51.48575283497703,-1.926537553406791
+WINDSOR AND MAIDENHEAD,51.494612540256846,-0.6753936432282348
+WIRRAL,53.237217504292545,-3.0650813262796417
+WOKINGHAM,51.45966460093226,-0.8993706058495408
+WOLVERHAMPTON,52.71684834050869,-2.127594624973283
+WORCESTERSHIRE,52.05799103802506,-2.209184250840713
+WREXHAM,53.00080440180421,-2.991958507191866
+YORK,53.99232942499273,-1.073788787620359