Civometry / Correlation explorerCorrelation explorer Any two local-authority series plotted against each other: one point per area, using each area’s latest published figure on each axis. Only areas where both series publish a figure are plotted; an area missing from either is left out, never treated as zero.
Correlation is not causation. A pattern here says two things vary together across areas — it cannot say one causes the other. Areas differ in population, age, geography and a thousand other ways no two series capture, and many pairs correlate only because both track a third thing.
Average house price against Deprivation: IMD average score 5.9 24.7 43.5 £130,271 £690,210 £1,250,149 Deprivation: IMD average score Hartlepool: 37.6 / £130,271 Middlesbrough: 40 / £137,773 Redcar and Cleveland: 30.3 / £153,205 Stockton-on-Tees: 25.8 / £170,923 Darlington: 25.7 / £158,188 Halton: 31.1 / £193,134 Warrington: 16.8 / £259,398 Blackburn with Darwen: 36.9 / £165,882 Blackpool: 43.5 / £134,923 Kingston upon Hull, City of: 37.2 / £134,304 East Riding of Yorkshire: 15.8 / £220,721 North East Lincolnshire: 30.2 / £151,132 North Lincolnshire: 23.5 / £181,725 York: 11.8 / £309,611 Derby: 28.2 / £204,016 Leicester: 34.4 / £228,618 Rutland: 9.9 / £299,980 Nottingham: 33.7 / £192,172 Herefordshire, County of: 18.8 / £289,715 Telford and Wrekin: 24.4 / £220,519 Stoke-on-Trent: 33.6 / £148,799 Bath and North East Somerset: 12.3 / £404,480 Bristol, City of: 22.5 / £356,824 North Somerset: 15.5 / £314,628 South Gloucestershire: 11.6 / £340,300 Plymouth: 24.1 / £222,817 Torbay: 26.9 / £223,577 Swindon: 17.6 / £265,666 Peterborough: 27.8 / £237,846 Luton: 29.5 / £289,790 Southend-on-Sea: 24 / £325,586 Thurrock: 21 / £327,176 Medway: 24.4 / £296,182 Bracknell Forest: 10.1 / £396,103 West Berkshire: 11 / £402,790 Reading: 18.6 / £361,243 Slough: 23 / £352,024 Windsor and Maidenhead: 8.9 / £576,992 Wokingham: 6.1 / £498,941 Milton Keynes: 18.5 / £325,104 Brighton and Hove: 20.3 / £407,803 Portsmouth: 26.4 / £250,999 Southampton: 25.6 / £235,362 Isle of Wight: 24.6 / £240,998 County Durham: 28.8 / £138,148 Cheshire East: 14.2 / £303,387 Cheshire West and Chester: 17.7 / £269,039 Shropshire: 17.6 / £284,036 Cornwall: 22.3 / £277,801 Wiltshire: 13.6 / £328,908 Bedford: 19.7 / £329,830 Central Bedfordshire: 13.1 / £356,453 Northumberland: 22 / £213,452 Bournemouth, Christchurch and Poole: 17.5 / £312,162 Dorset: 16.3 / £325,410 Buckinghamshire: 11.9 / £490,508 North Northamptonshire: 18.5 / £256,610 West Northamptonshire: 16.6 / £292,754 Cumberland: 23.8 / £172,036 Westmorland and Furness: 17.8 / £230,066 North Yorkshire: 15.8 / £270,569 Somerset: 19.1 / £281,571 Cambridge: 11.5 / £471,098 East Cambridgeshire: 12.2 / £344,211 Fenland: 26.1 / £223,168 Huntingdonshire: 11.8 / £306,387 South Cambridgeshire: 9.3 / £436,011 Amber Valley: 18.6 / £237,857 Bolsover: 25.7 / £188,025 Chesterfield: 25.4 / £199,439 Derbyshire Dales: 13.8 / £353,364 Erewash: 20.7 / £217,901 High Peak: 17.6 / £252,980 North East Derbyshire: 18.7 / £250,387 South Derbyshire: 14.4 / £258,672 East Devon: 14.5 / £345,757 Exeter: 15.9 / £280,982 Mid Devon: 19 / £284,283 North Devon: 22 / £281,532 South Hams: 15.1 / £360,571 Teignbridge: 17.2 / £303,564 Torridge: 23.9 / £260,783 West Devon: 19.1 / £286,145 Eastbourne: 23.9 / £251,811 Hastings: 37.3 / £236,966 Lewes: 16.8 / £367,918 Rother: 22.5 / £343,870 Wealden: 12.7 / £386,787 Basildon: 22.6 / £360,294 Braintree: 16.6 / £330,637 Brentwood: 10.9 / £513,537 Castle Point: 17.6 / £362,602 Chelmsford: 13.1 / £383,103 Colchester: 17.3 / £298,003 Epping Forest: 14.1 / £536,765 Harlow: 21.7 / £313,338 Maldon: 16 / £384,348 Rochford: 11.4 / £415,574 Tendring: 32.1 / £261,717 Uttlesford: 10 / £482,652 Cheltenham: 13 / £325,399 Cotswold: 12.1 / £411,764 Forest of Dean: 19.1 / £288,524 Gloucester: 21.5 / £240,887 Stroud: 12.6 / £355,953 Tewkesbury: 11.5 / £329,883 Basingstoke and Deane: 13 / £368,739 East Hampshire: 9.9 / £446,392 Eastleigh: 11 / £308,476 Fareham: 8.1 / £328,364 Gosport: 23.5 / £235,188 Hart: 5.9 / £479,978 Havant: 21.5 / £320,643 New Forest: 12.9 / £380,310 Rushmoor: 15.2 / £328,963 Test Valley: 12.2 / £372,348 Winchester: 10.2 / £471,136 Broxbourne: 17.8 / £406,678 Dacorum: 14 / £459,438 Hertsmere: 14.1 / £560,436 North Hertfordshire: 11.3 / £422,616 Three Rivers: 10 / £580,120 Watford: 16.3 / £396,385 Ashford: 19.7 / £344,332 Canterbury: 19.2 / £338,030 Dartford: 17.4 / £351,594 Dover: 24.9 / £276,234 Gravesham: 23.6 / £345,369 Maidstone: 18.1 / £352,191 Sevenoaks: 14.4 / £543,081 Folkestone and Hythe: 25.2 / £304,717 Swale: 26.7 / £298,394 Thanet: 32 / £268,760 Tonbridge and Malling: 13 / £405,932 Tunbridge Wells: 13.9 / £445,133 Burnley: 38.7 / £134,515 Chorley: 16.4 / £212,647 Fylde: 15.7 / £233,647 Hyndburn: 35.4 / £138,818 Lancaster: 22.4 / £199,762 Pendle: 35.3 / £149,613 Preston: 28.8 / £187,709 Ribble Valley: 10 / £287,641 Rossendale: 26 / £193,320 South Ribble: 14.1 / £211,854 West Lancashire: 18.3 / £231,816 Wyre: 20.9 / £193,024 Blaby: 10.5 / £282,918 Charnwood: 13.3 / £276,865 Harborough: 9.2 / £345,848 Hinckley and Bosworth: 13.7 / £261,584 Melton: 14.9 / £283,892 North West Leicestershire: 15.3 / £282,239 Oadby and Wigston: 13.4 / £259,734 Boston: 28.5 / £180,778 East Lindsey: 30.4 / £216,315 Lincoln: 28.9 / £183,298 North Kesteven: 13.2 / £243,236 South Holland: 21 / £231,036 South Kesteven: 15.2 / £255,363 West Lindsey: 21.5 / £210,732 Breckland: 20.4 / £273,851 Broadland: 12.2 / £315,128 Great Yarmouth: 34.2 / £209,164 King's Lynn and West Norfolk: 24.1 / £263,298 North Norfolk: 21.1 / £300,273 Norwich: 26.3 / £230,706 South Norfolk: 13.1 / £312,124 Ashfield: 25.6 / £190,024 Bassetlaw: 22.5 / £210,596 Broxtowe: 13.8 / £253,021 Gedling: 14.5 / £250,279 Mansfield: 26.9 / £192,359 Newark and Sherwood: 19.1 / £233,902 Rushcliffe: 7.8 / £331,451 Cherwell: 12.6 / £353,632 Oxford: 14.4 / £466,815 South Oxfordshire: 8.5 / £474,283 Vale of White Horse: 9.5 / £414,441 West Oxfordshire: 10.1 / £416,425 Cannock Chase: 19.9 / £230,601 East Staffordshire: 19 / £225,551 Lichfield: 12.7 / £337,052 Newcastle-under-Lyme: 19 / £209,547 South Staffordshire: 13.5 / £310,258 Stafford: 13.9 / £259,721 Staffordshire Moorlands: 14.8 / £227,875 Tamworth: 20.2 / £230,478 Babergh: 15.4 / £328,612 Ipswich: 25.5 / £219,070 Mid Suffolk: 14.4 / £320,276 Elmbridge: 8 / £743,525 Epsom and Ewell: 8 / £568,810 Guildford: 9.5 / £523,974 Mole Valley: 9.8 / £540,160 Reigate and Banstead: 10.1 / £480,481 Runnymede: 12.4 / £489,116 Spelthorne: 14.9 / £429,916 Surrey Heath: 8 / £461,396 Tandridge: 12.5 / £475,344 Waverley: 8.1 / £560,596 Woking: 11.5 / £433,790 North Warwickshire: 20.1 / £270,450 Nuneaton and Bedworth: 24 / £230,734 Rugby: 14.1 / £276,208 Stratford-on-Avon: 11.8 / £392,574 Warwick: 10.8 / £372,922 Adur: 15 / £380,031 Arun: 19.4 / £321,927 Chichester: 15.6 / £429,978 Crawley: 20.8 / £338,311 Horsham: 9.6 / £436,940 Mid Sussex: 8.7 / £426,441 Worthing: 15.9 / £296,227 Bromsgrove: 11 / £339,163 Malvern Hills: 16.1 / £350,906 Redditch: 20.3 / £243,843 Worcester: 19.1 / £253,787 Wychavon: 15.8 / £328,015 Wyre Forest: 22.1 / £232,448 St Albans: 8.1 / £651,448 Welwyn Hatfield: 13.9 / £450,696 East Hertfordshire: 9.8 / £460,778 Stevenage: 18.9 / £323,429 East Suffolk: 20.3 / £278,376 West Suffolk: 16.2 / £296,879 Bolton: 31.4 / £202,770 Bury: 24 / £238,446 Manchester: 38.7 / £251,250 Oldham: 36.8 / £214,850 Rochdale: 34.3 / £210,083 Salford: 32.3 / £231,890 Stockport: 18.4 / £314,495 Tameside: 29.8 / £211,304 Trafford: 15 / £396,811 Wigan: 25.2 / £195,557 Knowsley: 36.2 / £189,116 Liverpool: 37.1 / £185,307 St. Helens: 29 / £186,435 Sefton: 25.2 / £225,433 Wirral: 27.5 / £215,575 Doncaster: 30.5 / £170,784 Rotherham: 29.8 / £190,069 Newcastle upon Tyne: 28.8 / £208,589 North Tyneside: 20.9 / £203,813 South Tyneside: 31.1 / £161,372 Sunderland: 32.8 / £143,216 Birmingham: 38.1 / £234,150 Coventry: 27.5 / £223,731 Dudley: 23.2 / £230,781 Sandwell: 33.8 / £205,743 Solihull: 17 / £334,966 Walsall: 31.7 / £214,577 Wolverhampton: 32.6 / £216,668 Bradford: 36.7 / £185,028 Calderdale: 27.6 / £191,540 Kirklees: 25.8 / £205,773 Leeds: 24.1 / £249,394 Wakefield: 27.2 / £198,519 Gateshead: 28.1 / £158,254 Barnsley: 30.1 / £175,733 Sheffield: 27.6 / £219,539 City of London: 10.2 / £712,958 Barking and Dagenham: 30.3 / £371,030 Barnet: 19.5 / £603,753 Bexley: 15.3 / £405,477 Brent: 30 / £544,174 Bromley: 12.7 / £518,235 Camden: 23.7 / £833,067 Croydon: 22.6 / £394,736 Ealing: 25.9 / £575,814 Enfield: 29.9 / £471,019 Greenwich: 23.5 / £465,132 Hackney: 31.8 / £605,442 Hammersmith and Fulham: 21.2 / £725,562 Haringey: 30.9 / £634,444 Harrow: 17.5 / £524,160 Havering: 16.8 / £456,759 Hillingdon: 20.7 / £474,665 Hounslow: 24.9 / £512,888 Islington: 26.7 / £673,384 Kensington and Chelsea: 20.3 / £1,250,149 Kingston upon Thames: 11.1 / £594,498 Lambeth: 23 / £548,034 Lewisham: 25.5 / £491,259 Merton: 14.4 / £612,681 Newham: 31.6 / £403,032 Redbridge: 19.9 / £495,977 Richmond upon Thames: 9.5 / £818,949 Southwark: 23.3 / £582,473 Sutton: 13.9 / £446,775 Tower Hamlets: 30.6 / £456,898 Waltham Forest: 23.5 / £522,743 Wandsworth: 15.2 / £680,105 Westminster: 23.9 / £854,198 Pearson’s r = -0.47 — a moderate negative association across the 295 local authorities with a figure in both series.
Horizontal: Deprivation: IMD average score, 2025, published by MHCLG (series page ). Vertical: Average house price, June 2026, published by HM Land Registry (series page ). r is Pearson’s product-moment coefficient on the paired values, computed here.