UK House Prices (UK HPI)
The official UK House Price Index in one clean Parquet - the resellable answer to scraped Rightmove / Zoopla asking prices. HM Land Registry's UK HPI is built from completed, registered sales (not aspirational listings), and this is the FULL cut: 26 measures - average price and index (both incl. seasonally-adjusted), 12-month change and sales volume, broken down by property type (detached, semi-detached, terraced, flat/maisonette), build status (new-build vs existing), funding (cash vs mortgage) and buyer type (first-time buyer vs former owner-occupier) - across 405 geographies: the UK, its four countries, the nine English regions and every local authority, county and London borough, one row per area × measure × month - the UK headline reaching back to 1968, regional and breakdown series beginning later. Captures the whole cycle down to the individual council area: the late-90s recovery, the 2007 peak and 2008 crash, the 2013-22 boom and the rate-shock cooldown.
- Source
- HM Land Registry
- Licence
- Redistributable open data
- Updates
- Monthly
- Data through
- 2026-05-01
- Quality
- QC clean · 0 failures
- Format
- Apache Parquet + dictionary
Safe to train on
Built only from a named, redistributable official source under a documented open licence - not scraped web data. No copyright grey zone, no personal data. Ships machine-readable Croissant metadata (ML Commons - loads in Hugging Face / Kaggle / Google), an AI training-licence manifest documenting source, licence and provenance for your model's data governance, and a machine-readable data dictionary (drop it into an agent / RAG prompt so the model knows every column) - all inspectable before you buy.
What's included
- 26 measures - price & index (incl. SA), annual % change, sales volume - split by property type, new/existing, cash/mortgage, first-time/former-owner
- 405 areas - UK + 4 countries + 9 English regions + every local authority, county & London borough, monthly (UK headline from 1968)
- The official transaction-based index - not scraped Rightmove/Zoopla listings; fully redistributable
- One row per area × measure × month; res_min carried honestly (monthly)
- Source: HM Land Registry UK HPI (Open Government Licence v3.0) - Contains HM Land Registry data © Crown copyright
Schema
| Column | Type | Description | Filled | Distinct |
|---|---|---|---|---|
| zone | str | Area name (United Kingdom, England, London, Camden, Manchester, …) | 100.0% | 405 |
| ts | timestamp (UTC) | First of month | 100.0% | 698 |
| measure | str | One of 26 - e.g. 'Detached - average price (GBP)', 'First-time buyer - index (2015=100)', 'Sales volume (count)' | 100.0% | 26 |
| value | float | Value (GBP, index, % or count) | 100.0% | 451,819 |
| unit | str | Unit | 100.0% | 4 |
| res_min | int | Native resolution (monthly = 43200) | 100.0% | 1 |
Sample & preview
Every purchase ships as Apache Parquet with a data dictionary and the full QC report. A free sample (first rows + schema) is downloadable here - confirm fit before you buy. Source: HM Land Registry (redistributable open data; attribution passes through - see our Licence).
Don't trust screenshots - drop the sample into your notebook right now.
import pandas as pd df = pd.read_parquet("uk-house-prices_sample.parquet") df.info() # typed columns, gap-aware, ready to join⬇ Download free Parquet sample or CSV for Excel
Coverage: 405 zones
Aberdeenshire · Adur · Amber Valley · Angus · Antrim and Newtownabbey · Ards and North Down · Argyll and Bute · Armagh City Banbridge and Craigavon · Arun · Ashfield · Ashford · Babergh · Barking and Dagenham · Barnet · Barnsley · Basildon · Basingstoke and Deane · Bassetlaw · Bath and North East Somerset · Bedford · Belfast · Bexley · Birmingham · Blaby · Blackburn with Darwen · Blackpool · Blaenau Gwent · Bolsover · Bolton · Boston · Bournemouth Christchurch and Poole · Bracknell Forest · Bradford · Braintree · Breckland · Brent · Brentwood · Bridgend · Brighton and Hove · Broadland · Bromley · Bromsgrove · Broxbourne · Broxtowe · Buckinghamshire · Burnley · Bury · Caerphilly · Calderdale · Cambridge · Cambridgeshire · Camden · Cannock Chase · Canterbury · Cardiff · Carmarthenshire · Castle Point · Causeway Coast and Glens · Central Bedfordshire · Ceredigion · Charnwood · Chelmsford · Cheltenham · Cherwell · Cheshire East · Cheshire West and Chester · Chesterfield · Chichester · Chorley · City of Aberdeen · City of Bristol · City of Derby · City of Dundee · City of Edinburgh · City of Glasgow · City of Kingston upon Hull · City of London · City of Nottingham · City of Peterborough · City of Plymouth · City of Westminster · Clackmannanshire · Colchester · Conwy · Cornwall · Cotswold · County Durham · Coventry · Crawley · Croydon · Cumberland · Dacorum · Darlington · Dartford · Denbighshire · Derbyshire · Derbyshire Dales · Derry City and Strabane · Devon · Doncaster · Dorset · Dover · Dudley · Dumfries and Galloway · Ealing · East Ayrshire · East Cambridgeshire · East Devon · East Dunbartonshire · East Hampshire · East Hertfordshire · East Lindsey · East Lothian · East Midlands · East Renfrewshire · East Riding of Yorkshire · East Staffordshire · East Suffolk · East Sussex · East of England · Eastbourne · Eastleigh · Elmbridge · Enfield · England · England and Wales · Epping Forest · Epsom and Ewell · Erewash · Essex · Exeter · Falkirk · Fareham · Fenland · Fermanagh and Omagh · Fife · Flintshire · Folkestone and Hythe · Forest of Dean · Fylde · Gateshead · Gedling · Gloucester · Gloucestershire · Gosport · Gravesham · Great Britain · Great Yarmouth · Greater Manchester · Greenwich · Guildford · Gwynedd · Hackney · Halton · Hammersmith and Fulham · Hampshire · Harborough · Haringey · Harlow · Harrow · Hart · Hartlepool · Hastings · Havant · Havering · Herefordshire · Hertfordshire · Hertsmere · High Peak · Highland · Hillingdon · Hinckley and Bosworth · Horsham · Hounslow · Huntingdonshire · Hyndburn · Inner London · Inverclyde · Ipswich · Isle of Anglesey · Isle of Wight · Islington · Kensington and Chelsea · Kent · King's Lynn and West Norfolk · Kingston upon Thames · Kirklees · Knowsley · Lambeth · Lancashire · Lancaster · Leeds · Leicester · Leicestershire · Lewes · Lewisham · Lichfield · Lincoln · Lincolnshire · Lisburn and Castlereagh · Liverpool · London · Luton · Maidstone · Maldon · Malvern Hills · Manchester · Mansfield · Medway · Melton · Merseyside · Merthyr Tydfil · Merton · Mid Devon · Mid Suffolk · Mid Sussex · Mid Ulster · Mid and East Antrim · Middlesbrough · Midlothian · Milton Keynes · Mole Valley · Monmouthshire · Moray · Na h-Eileanan Siar · Neath Port Talbot · New Forest · Newark and Sherwood · Newcastle upon Tyne · Newcastle-under-Lyme · Newham · Newport · Newry Mourne and Down · Norfolk · North Ayrshire · North Devon · North East · North East Derbyshire · North East Lincolnshire · North Hertfordshire · North Kesteven · North Lanarkshire · North Lincolnshire · North Norfolk · North Northamptonshire · North Somerset · North Tyneside · North Warwickshire · North West · North West Leicestershire · North Yorkshire · Northern Ireland · Northumberland · Norwich · Nottinghamshire · Nuneaton and Bedworth · Oadby and Wigston · Oldham · Orkney Islands · Outer London · Oxford · Oxfordshire · Pembrokeshire · Pendle · Perth and Kinross · Portsmouth · Powys · Preston · Reading · Redbridge · Redcar and Cleveland · Redditch · Reigate and Banstead · Renfrewshire · Rhondda Cynon Taf · Ribble Valley · Richmond upon Thames · Rochdale · Rochford · Rossendale · Rother · Rotherham · Rugby · Runnymede · Rushcliffe · Rushmoor · Rutland · Salford · Sandwell · Scotland · Scottish Borders · Sefton · Sevenoaks · Sheffield · Shetland Islands · Shropshire · Slough · Solihull · Somerset · South Ayrshire · South Cambridgeshire · South Derbyshire · South East · South Gloucestershire · South Hams · South Holland · South Kesteven · South Lanarkshire · South Norfolk · South Oxfordshire · South Ribble · South Staffordshire · South Tyneside · South West · South Yorkshire · Southampton · Southend-on-Sea · Southwark · Spelthorne · St Albans · St Helens · Stafford · Staffordshire · Staffordshire Moorlands · Stevenage · Stirling · Stockport · Stockton-on-Tees · Stoke-on-Trent · Stratford-on-Avon · Stroud · Suffolk · Sunderland · Surrey · Surrey Heath · Sutton · Swale · Swansea · Swindon · Tameside · Tamworth · Tandridge · Teignbridge · Telford and Wrekin · Tendring · Test Valley · Tewkesbury · Thanet · Three Rivers · Thurrock · Tonbridge and Malling · Torbay · Torfaen · Torridge · Tower Hamlets · Trafford · Tunbridge Wells · Tyne and Wear · United Kingdom · Uttlesford · Vale of Glamorgan · Vale of White Horse · Wakefield · Wales · Walsall · Waltham Forest · Wandsworth · Warrington · Warwick · Warwickshire · Watford · Waverley · Wealden · Welwyn Hatfield · West Berkshire · West Devon · West Dunbartonshire · West Lancashire · West Lindsey · West Lothian · West Midlands · West Midlands Region · West Northamptonshire · West Oxfordshire · West Suffolk · West Sussex · West Yorkshire · Westmorland and Furness · Wigan · Wiltshire · Winchester · Windsor and Maidenhead · Wirral · Woking · Wokingham · Wolverhampton · Worcester · Worcestershire · Worthing · Wrexham · Wychavon · Wyre · Wyre Forest · York · Yorkshire and The Humber
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