100+ datasets found
  1. Average house price and annual percentage change in London 2024, by borough

    • statista.com
    Updated Jun 30, 2025
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    Statista (2025). Average house price and annual percentage change in London 2024, by borough [Dataset]. https://www.statista.com/statistics/1029250/average-house-prices-in-london-united-kingdom-by-borough/
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    Dataset updated
    Jun 30, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jun 2024
    Area covered
    United Kingdom
    Description

    The average house price in London increased slightly year-on-year as of June 2024, amid a slowdown in the UK housing market. Barking and Dagenham was the most affordable borough to buy a house, with an average price of ******* British pounds. Kensington and Chelsea stood at the other end of the spectrum, with an average price of *** million British pounds. Nevertheless, it was also one of the boroughs where prices fell the most. Demand for housing and house prices With vastly more job and cultural opportunities, megacities continue attracting people from all over the world. Since the beginning of the 1980s, the population of London has increased by more than 2 million inhabitants and in the next 20 years, it is forecast to increase by almost *** million. That makes London properties a valuable asset. Historically, property prices in London have risen steadily, albeit minor fluctuations. Residential properties transactions Since 2006, the number of residential property sales has varied between *** million and *** million transactions annually. The housing boom in 2021 led to an increase in home purchases, but the economic uncertainty, stubborn inflation, and dramatically higher interest rates have led to transactions falling.

  2. Average mix-adjusted house price in London, England 2015-2024, per month

    • statista.com
    Updated Jul 10, 2025
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    Statista (2025). Average mix-adjusted house price in London, England 2015-2024, per month [Dataset]. https://www.statista.com/statistics/286006/monthly-average-mix-adjusted-house-price-in-london/
    Explore at:
    Dataset updated
    Jul 10, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jan 2015 - Jun 2024
    Area covered
    England
    Description

    The average mix-adjusted house price in London, England, peaked in August 2022, followed by a slight correction in 2023. In June 2024, the average house price amounted to about ******* British pounds, up from ******* British pounds a year ago. These recent fluctuations have also been observed by other measures, such as the house price index. The house price index is an important measure for the residential real estate market and is used to show changes in the value of residential properties.

  3. Housing in London

    • kaggle.com
    Updated Apr 29, 2020
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    Justinas Cirtautas (2020). Housing in London [Dataset]. https://www.kaggle.com/datasets/justinas/housing-in-london
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    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Apr 29, 2020
    Dataset provided by
    Kagglehttp://kaggle.com/
    Authors
    Justinas Cirtautas
    Area covered
    London
    Description

    Update 29-04-2020: The data is now split into two files based on the variable collection frequency (monthly and yearly). Additional variables added: area size in hectares, number of jobs in the area, number of people living in the area.

    Context

    I have been inspired by Xavier and his work on Barcelona to explore the city of London! 🇬🇧 💂

    Content

    The datasets is primarily centered around the housing market of London. However, it contains a lot of additional relevant data: - Monthly average house prices - Yearly number of houses - Yearly number of houses sold - Yearly percentage of households that recycle - Yearly life satisfaction - Yearly median salary of the residents of the area - Yearly mean salary of the residents of the area - Monthly number of crimes committed - Yearly number of jobs - Yearly number of people living in the area - Area size in hectares

    The data is split by areas of London called boroughs (a flag exists to identify these), but some of the variables have other geographical UK regions for reference (like England, North East, etc.). There have been no changes made to the data except for melting it into a long format from the original tables.

    Acknowledgements

    The data has been extracted from London Datastore. It is released under UK Open Government License v2 and v3. The underlining datasets can be found here: https://data.london.gov.uk/dataset/uk-house-price-index https://data.london.gov.uk/dataset/number-and-density-of-dwellings-by-borough https://data.london.gov.uk/dataset/subjective-personal-well-being-borough https://data.london.gov.uk/dataset/household-waste-recycling-rates-borough https://data.london.gov.uk/dataset/earnings-place-residence-borough https://data.london.gov.uk/dataset/recorded_crime_summary https://data.london.gov.uk/dataset/jobs-and-job-density-borough https://data.london.gov.uk/dataset/ons-mid-year-population-estimates-custom-age-tables

    Cover photo by Frans Ruiter from Unsplash

    Inspiration

    The dataset lends itself for extensive exploratory data analysis. It could also be a great supervised learning regression problem to predict house price changes of different boroughs over time.

  4. Average house price and annual percentage change in the UK 2025, by city

    • statista.com
    Updated May 7, 2025
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    Statista (2025). Average house price and annual percentage change in the UK 2025, by city [Dataset]. https://www.statista.com/statistics/1006395/average-house-price-in-the-uk-by-city/
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    Dataset updated
    May 7, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Feb 2025
    Area covered
    United Kingdom
    Description

    The UK housing market continued to show significant regional variations in 2025, with London maintaining its position as the most expensive city for homebuyers. The average house price in the capital stood at 555,625 British pounds in February, nearly double the national average. However, the market dynamics are shifting, with London experiencing only a modest 1.7 percent annual increase, while other cities like Belfast and Liverpool saw more substantial growth of over nine percent respectively. Affordability challenges and market slowdown Despite the continued price growth in many cities, the UK housing market is facing headwinds. The affordability of mortgage repayments has become the biggest barrier to property purchases, with the majority of the respondents in a recent survey citing it as their main challenge. Moreover, a rising share of Brits have reported affordability as a challenge since 2021, reflecting the impact of rising house prices and higher mortgage rates. The market slowdown is evident in the declining housing transaction volumes, which have plummeted since 2021. European context The stark price differences are mirrored in the broader European context. While London boasts some of the highest property prices among European cities, a comparison of the average transaction price for new homes in different European countries shows a different picture. In 2023, the highest prices were found in Austria, Germany, and France.

  5. Median house prices by ward: HPSSA dataset 37

    • ons.gov.uk
    • cy.ons.gov.uk
    zip
    Updated Sep 20, 2023
    + more versions
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    Median house prices by ward: HPSSA dataset 37 [Dataset]. https://www.ons.gov.uk/peoplepopulationandcommunity/housing/datasets/medianpricepaidbywardhpssadataset37
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    zipAvailable download formats
    Dataset updated
    Sep 20, 2023
    Dataset provided by
    Office for National Statisticshttp://www.ons.gov.uk/
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Description

    Median price paid for residential property in England and Wales by property type and electoral ward. Annual data.

  6. House price index in London, England 2015-2024, per month

    • statista.com
    Updated Jan 28, 2025
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    Statista (2025). House price index in London, England 2015-2024, per month [Dataset]. https://www.statista.com/statistics/286025/united-kingdom-uk-monthly-house-price-index-in-london/
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    Dataset updated
    Jan 28, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jan 2015 - Jun 2024
    Area covered
    United Kingdom
    Description

    The house price index in London reached 129.9 index points in June 2024, which was an increase from a year ago, despite a mild correction. The house price index (HPI) is an easy way of illustrating trends in the house sales market and help simplify house purchase decisions. By using hedonic regression, the index models property price data for all dwellings and shows how much the price has changed since January 2015. How have regional house prices in the UK developed? House prices in other UK regions have risen even more than in London. In the North West, the house price index exceeded 160 index points, ranking it among the regions with the highest property appreciation. The UK house price index stood at 151 index points, suggesting an increase of 51 percent since 2015. Average house prices Location plays a huge role in the price of a home. Kensington and Chelsea and City of Westminster are undoubtedly the most expensive boroughs in London, with an average house price that can exceed one million British pounds. In comparison, a house in Barking and Dagenham cost approximately one third. Nevertheless, the housing market is the busiest in the boroughs with average house prices.

  7. e

    Monthly Mix-Adjusted Average House Prices, London

    • data.europa.eu
    • data.wu.ac.at
    unknown
    Updated Oct 31, 2021
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    Office for National Statistics (2021). Monthly Mix-Adjusted Average House Prices, London [Dataset]. https://data.europa.eu/data/datasets/monthly-mix-adjusted-average-house-prices-london?locale=da
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    unknownAvailable download formats
    Dataset updated
    Oct 31, 2021
    Dataset authored and provided by
    Office for National Statistics
    Area covered
    London
    Description

    This page is no longer being updated. Please use the UK House Price Index instead.

    Mix-adjusted house prices, by new/pre-owned dwellings, type of buyer (first time buyer) and region, from February 2002 for London and UK, and average mix-adjusted prices by UK region, and long term Annual House Price Index data since 1969 for London.

    The ONS House Price Index is mix-adjusted to allow for differences between houses sold (for example type, number of rooms, location) in different months within a year. House prices are modelled using a combination of characteristics to produce a model containing around 100,000 cells (one such cell could be first-time buyer, old dwelling, one bedroom flat purchased in London). Each month estimated prices for all cells are produced by the model and then combined with their appropriate weight to produce mix-adjusted average prices. The index values are based on growth rates in the mix-adjusted average house prices and are annually chain linked.

    The weights used for mix-adjustment change at the start of each calendar year (i.e. in January). The mix-adjusted prices are therefore not comparable between calendar years, although they are comparable within each calendar year. If you wish to calculate change between years, you should use the mix-adjusted house price index, available in Table 33.

    The data published in these tables are based on a sub-sample of RMS data. These results will therefore differ from results produced using full sample data. For further information please contact the ONS using the contact details below.
    House prices, mortgage advances and incomes have been rounded to the nearest £1,000.
    Data taken from Table 2 and Table 9 of the monthly ONS release.

    Download from ONS website

  8. Mainstream residential property price change forecast London 2024-2028

    • statista.com
    Updated Jun 23, 2025
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    Statista (2025). Mainstream residential property price change forecast London 2024-2028 [Dataset]. https://www.statista.com/statistics/788484/mainstream-house-price-change-london/
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    Dataset updated
    Jun 23, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jan 2024
    Area covered
    United Kingdom (England), London
    Description

    According to the forecast, house prices in London are expected to fall slightly in 2024, followed by a recovery in the following years. The decline can be explained with the cost of living crisis and the dramatic increase in borrowing costs. As the economy recovers in the next five-years, house prices for mainstream properties are forecast to rise by almost ** percent. In 2023, the average house price in London ranged between ******* British pounds and *** million British pounds, depending on the borough. Barking and Dagenham, Bexley, Newham, and Croydon were some of the most affordable boroughs to buy a house.

  9. T

    United Kingdom House Price Index

    • tradingeconomics.com
    • jp.tradingeconomics.com
    • +12more
    csv, excel, json, xml
    Updated Jun 15, 2025
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    TRADING ECONOMICS (2025). United Kingdom House Price Index [Dataset]. https://tradingeconomics.com/united-kingdom/housing-index
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    json, excel, xml, csvAvailable download formats
    Dataset updated
    Jun 15, 2025
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 31, 1983 - Jun 30, 2025
    Area covered
    United Kingdom
    Description

    Housing Index in the United Kingdom decreased to 511.60 points in June from 511.80 points in May of 2025. This dataset provides - United Kingdom House Price Index - actual values, historical data, forecast, chart, statistics, economic calendar and news.

  10. Median house prices by Middle layer Super Output Area

    • ons.gov.uk
    • cy.ons.gov.uk
    xlsx
    Updated Mar 24, 2025
    + more versions
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    Median house prices by Middle layer Super Output Area [Dataset]. https://www.ons.gov.uk/peoplepopulationandcommunity/housing/datasets/medianhousepricesbymiddlelayersuperoutputarea
    Explore at:
    xlsxAvailable download formats
    Dataset updated
    Mar 24, 2025
    Dataset provided by
    Office for National Statisticshttp://www.ons.gov.uk/
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Description

    Median price paid for residential property in England and Wales, by property type and Middle layer Super Output Area (MSOA). Quarterly rolling annual data. Formerly HPSSA dataset 2.

  11. Median house prices for administrative geographies: HPSSA dataset 9

    • ons.gov.uk
    • cy.ons.gov.uk
    xls
    Updated Sep 20, 2023
    + more versions
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    Office for National Statistics (2023). Median house prices for administrative geographies: HPSSA dataset 9 [Dataset]. https://www.ons.gov.uk/peoplepopulationandcommunity/housing/datasets/medianhousepricefornationalandsubnationalgeographiesquarterlyrollingyearhpssadataset09
    Explore at:
    xlsAvailable download formats
    Dataset updated
    Sep 20, 2023
    Dataset provided by
    Office for National Statisticshttp://www.ons.gov.uk/
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Description

    Median price paid for residential property in England and Wales, by property type and administrative geographies. Annual data.

  12. House price data: quarterly tables

    • ons.gov.uk
    • cy.ons.gov.uk
    xlsx
    Updated May 21, 2025
    + more versions
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    Office for National Statistics (2025). House price data: quarterly tables [Dataset]. https://www.ons.gov.uk/economy/inflationandpriceindices/datasets/housepriceindexmonthlyquarterlytables1to19
    Explore at:
    xlsxAvailable download formats
    Dataset updated
    May 21, 2025
    Dataset provided by
    Office for National Statisticshttp://www.ons.gov.uk/
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Description

    Quarterly house price data based on a sub-sample of the Regulated Mortgage Survey.

  13. Average house price for detached and semi-detached houses in London...

    • statista.com
    Updated Apr 15, 2024
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    Statista (2024). Average house price for detached and semi-detached houses in London 2000-2023 [Dataset]. https://www.statista.com/statistics/286054/detached-semi-detached-dwellings-simple-average-house-price-in-london/
    Explore at:
    Dataset updated
    Apr 15, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United Kingdom (England), London
    Description

    The average house prices for detached and semi-detached dwellings in London declined in 2023 after several years of strong growth. In 2023, the simple average price of a detached house amounted to 1.14 million British pounds, which was a decline from the previous year when the average price was 1.21 million British pounds. Semi-detached houses were notably less expensive, with the average price totaling 749,000 British pounds in 2023.

  14. Average house price for all dwelling types in London, England 2000-2023, by...

    • statista.com
    Updated Apr 15, 2024
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    Statista (2024). Average house price for all dwelling types in London, England 2000-2023, by buyer typ [Dataset]. https://www.statista.com/statistics/286051/dwellings-simple-average-house-price-in-london-by-buyer/
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    Dataset updated
    Apr 15, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United Kingdom, England, London
    Description

    The average price of houses bought by first-time buyers was notably lower than houses purchased by repeat buyers in London in 2023. Homebuyers spent on overage 383,000 British pounds when purchasing their first property in 2023. For repeat buyers, this figure amounted to 657,000 British pounds in that year. In London, the average house price was about 590,000 British pounds in 2023.

  15. UK House Price Index: monthly price statistics

    • ons.gov.uk
    • cy.ons.gov.uk
    xlsx
    Updated Jun 18, 2025
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    Office for National Statistics (2025). UK House Price Index: monthly price statistics [Dataset]. https://www.ons.gov.uk/economy/inflationandpriceindices/datasets/ukhousepriceindexmonthlypricestatistics
    Explore at:
    xlsxAvailable download formats
    Dataset updated
    Jun 18, 2025
    Dataset provided by
    Office for National Statisticshttp://www.ons.gov.uk/
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Area covered
    United Kingdom
    Description

    Summary of UK House Price Index (HPI) price statistics covering England, Scotland, Wales and Northern Ireland. Full UK HPI data are available on GOV.UK.

  16. Price Paid Data

    • gov.uk
    Updated Jun 27, 2025
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    HM Land Registry (2025). Price Paid Data [Dataset]. https://www.gov.uk/government/statistical-data-sets/price-paid-data-downloads
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    Dataset updated
    Jun 27, 2025
    Dataset provided by
    GOV.UKhttp://gov.uk/
    Authors
    HM Land Registry
    Description

    Our Price Paid Data includes information on all property sales in England and Wales that are sold for value and are lodged with us for registration.

    Get up to date with the permitted use of our Price Paid Data:
    check what to consider when using or publishing our Price Paid Data

    Using or publishing our Price Paid Data

    If you use or publish our Price Paid Data, you must add the following attribution statement:

    Contains HM Land Registry data © Crown copyright and database right 2021. This data is licensed under the Open Government Licence v3.0.

    Price Paid Data is released under the http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/" class="govuk-link">Open Government Licence (OGL). You need to make sure you understand the terms of the OGL before using the data.

    Under the OGL, HM Land Registry permits you to use the Price Paid Data for commercial or non-commercial purposes. However, OGL does not cover the use of third party rights, which we are not authorised to license.

    Price Paid Data contains address data processed against Ordnance Survey’s AddressBase Premium product, which incorporates Royal Mail’s PAF® database (Address Data). Royal Mail and Ordnance Survey permit your use of Address Data in the Price Paid Data:

    • for personal and/or non-commercial use
    • to display for the purpose of providing residential property price information services

    If you want to use the Address Data in any other way, you must contact Royal Mail. Email address.management@royalmail.com.

    Address data

    The following fields comprise the address data included in Price Paid Data:

    • Postcode
    • PAON Primary Addressable Object Name (typically the house number or name)
    • SAON Secondary Addressable Object Name – if there is a sub-building, for example, the building is divided into flats, there will be a SAON
    • Street
    • Locality
    • Town/City
    • District
    • County

    May 2025 data (current month)

    The May 2025 release includes:

    • the first release of data for May 2025 (transactions received from the first to the last day of the month)
    • updates to earlier data releases
    • Standard Price Paid Data (SPPD) and Additional Price Paid Data (APPD) transactions

    As we will be adding to the April data in future releases, we would not recommend using it in isolation as an indication of market or HM Land Registry activity. When the full dataset is viewed alongside the data we’ve previously published, it adds to the overall picture of market activity.

    Your use of Price Paid Data is governed by conditions and by downloading the data you are agreeing to those conditions.

    Google Chrome (Chrome 88 onwards) is blocking downloads of our Price Paid Data. Please use another internet browser while we resolve this issue. We apologise for any inconvenience caused.

    We update the data on the 20th working day of each month. You can download the:

    Single file

    These include standard and additional price paid data transactions received at HM Land Registry from 1 January 1995 to the most current monthly data.

    Your use of Price Paid Data is governed by conditions and by downloading the data you are agreeing to those conditions.

    The data is updated monthly and the average size of this file is 3.7 GB, you can download:

    • <a re

  17. House price statistics for small areas in England and Wales

    • ons.gov.uk
    • cy.ons.gov.uk
    csv, csvw, txt, xls
    Updated Sep 14, 2022
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    Ceri Lewis (2022). House price statistics for small areas in England and Wales [Dataset]. https://www.ons.gov.uk/datasets/house-prices-local-authority
    Explore at:
    csv, csvw, txt, xlsAvailable download formats
    Dataset updated
    Sep 14, 2022
    Dataset provided by
    Office for National Statisticshttp://www.ons.gov.uk/
    Authors
    Ceri Lewis
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Area covered
    England
    Description

    Summary statistics for housing transactions by local authority in England and Wales, on an annual basis, updated quarterly using HM Land Registry Price Paid Data. Select values from the Year and Month dimensions for data for a 12-month period ending that month and year (e.g. selecting June and 2018 will return the twelve months to June 2018).

  18. Average house prices in London 1997 and 2017, by local authority district

    • statista.com
    Updated Oct 11, 2023
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    Statista (2023). Average house prices in London 1997 and 2017, by local authority district [Dataset]. https://www.statista.com/statistics/751903/london-local-authority-district-house-price-growth/
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    Dataset updated
    Oct 11, 2023
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United Kingdom (England), London
    Description

    This statistic illustrates the average house prices in London by local authority district as of December 1997 and December 2017. the graph shows the price rises that have occurred for housing in a twenty year period. The average house price in Kensington and Chelsea at the end of 1997 was over 265 thousand British pounds which rose to over 1.21 million British pounds in 2017. The entirety of London has seen huge price increases over the last twenty years.

  19. House price to residence-based earnings ratio

    • ons.gov.uk
    • cloud.csiss.gmu.edu
    • +2more
    xlsx
    Updated Mar 24, 2025
    + more versions
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    Office for National Statistics (2025). House price to residence-based earnings ratio [Dataset]. https://www.ons.gov.uk/peoplepopulationandcommunity/housing/datasets/ratioofhousepricetoresidencebasedearningslowerquartileandmedian
    Explore at:
    xlsxAvailable download formats
    Dataset updated
    Mar 24, 2025
    Dataset provided by
    Office for National Statisticshttp://www.ons.gov.uk/
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Description

    Affordability ratios calculated by dividing house prices by gross annual residence-based earnings. Based on the median and lower quartiles of both house prices and earnings in England and Wales.

  20. Average house price in the UK 1995-2023, by country

    • ai-chatbox.pro
    • statista.com
    Updated Jan 10, 2024
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    Statista Research Department (2024). Average house price in the UK 1995-2023, by country [Dataset]. https://www.ai-chatbox.pro/?_=%2Ftopics%2F4483%2Ffirst-time-home-buying-uk%2F%23XgboD02vawLbpWJjSPEePEUG%2FVFd%2Bik%3D
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    Dataset updated
    Jan 10, 2024
    Dataset provided by
    Statistahttp://statista.com/
    Authors
    Statista Research Department
    Area covered
    United Kingdom
    Description

    Average house prices are affected by several factors: Economic growth, unemployment, interest rates and mortgage availability can all affect average prices. A shortage of supply means that the need for housing and, therefore, competitive market created will push up house prices, whereas an excess of housing means prices fall to stimulate buyers. Location, location, location In December 2023, the average house price in England was more expensive than in any other country. This huge disparity in average house prices is in no small part down to the country's capital city, where the average asking price was more than double that of the UK’s average. Even in London, for those who can afford a mortgage, the savings made through buying over renting can be beneficial. House prices still set to grow In 2024, the number of housing transactions in the UK is set to fall to 1.1 million. With the expected decline in transactions, the average house price is also set to stagnate across the UK.

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Statista (2025). Average house price and annual percentage change in London 2024, by borough [Dataset]. https://www.statista.com/statistics/1029250/average-house-prices-in-london-united-kingdom-by-borough/
Organization logo

Average house price and annual percentage change in London 2024, by borough

Explore at:
Dataset updated
Jun 30, 2025
Dataset authored and provided by
Statistahttp://statista.com/
Time period covered
Jun 2024
Area covered
United Kingdom
Description

The average house price in London increased slightly year-on-year as of June 2024, amid a slowdown in the UK housing market. Barking and Dagenham was the most affordable borough to buy a house, with an average price of ******* British pounds. Kensington and Chelsea stood at the other end of the spectrum, with an average price of *** million British pounds. Nevertheless, it was also one of the boroughs where prices fell the most. Demand for housing and house prices With vastly more job and cultural opportunities, megacities continue attracting people from all over the world. Since the beginning of the 1980s, the population of London has increased by more than 2 million inhabitants and in the next 20 years, it is forecast to increase by almost *** million. That makes London properties a valuable asset. Historically, property prices in London have risen steadily, albeit minor fluctuations. Residential properties transactions Since 2006, the number of residential property sales has varied between *** million and *** million transactions annually. The housing boom in 2021 led to an increase in home purchases, but the economic uncertainty, stubborn inflation, and dramatically higher interest rates have led to transactions falling.

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