After a period of rapid increase, house price growth in the UK has moderated. In 2025, house prices are forecast to increase by ****percent. Between 2025 and 2029, the average house price growth is projected at *** percent. According to the source, home building is expected to increase slightly in this period, fueling home buying. On the other hand, higher borrowing costs despite recent easing of mortgage rates and affordability challenges may continue to suppress transaction activity. Historical house price growth in the UK House prices rose steadily between 2015 and 2020, despite minor fluctuations. In the following two years, prices soared, leading to the house price index jumping by about 20 percent. As the market stood in April 2025, the average price for a home stood at approximately ******* British pounds. Rents are expected to continue to grow According to another forecast, the prime residential market is also expected to see rental prices grow in the next five years. Growth is forecast to be stronger in 2025 and slow slightly until 2029. The rental market in London is expected to follow a similar trend, with Outer London slightly outperforming Central London.

More than **** of London's boroughs witnessed an annual decrease in residential property prices as of June 2024. The City of Westminster, one of the most expensive areas for housing in London, experienced the greatest decline in prices, amounting to ** percent year-on-year. In Bexley, the borough with the highest increase, the cost of buying a residential property rose by *** percent. The City of Westminster, Kensington and Chelsea, and the City of London, which happen to be

Housing Index in the United Kingdom increased to 517.10 points in October from 514.20 points in September of 2025. This dataset provides - United Kingdom House Price Index - actual values, historical data, forecast, chart, statistics, economic calendar and news.

The monthly house price index in London has increased since 2015, albeit with fluctuation. In August 2025, the index reached 99.1, which is a slight decrease from the same month in 2024. Nevertheless, prices widely varied in different London boroughs, with Kensington and Chelsea being the priciest boroughs for an apartment purchase.

House prices in the UK rose dramatically during the coronavirus pandemic, with growth slowing down in 2022 and turning negative in 2023. The year-on-year annual house price change peaked at 14 percent in July 2022. In April 2025, house prices increased by 3.5 percent. As of late 2024, the average house price was close to 290,000 British pounds. Correction in housing prices: a European phenomenon The trend of a growing residential real estate market was not exclusive to the UK during the pandemic. Likewise, many European countries experienced falling prices in 2023. When comparing residential property RHPI (price index in real terms, e.g. corrected for inflation), countries such as Germany, France, Italy, and Spain also saw prices decline. Sweden, one of the countries with the fastest growing residential markets, saw one of the largest declines in prices. How has demand for UK housing changed since the outbreak of the coronavirus? The easing of the lockdown was followed by a dramatic increase in home sales. In November 2020, the number of mortgage approvals reached an all-time high of over 107,000. One of the reasons for the housing boom were the low mortgage rates, allowing home buyers to take out a loan with an interest rate as low as 2.5 percent. That changed as the Bank of England started to raise the base lending rate, resulting in higher borrowing costs and a decline in homebuyer sentiment.

Dataset Overview

This dataset provides a snapshot of properties listed for sale in London, sourced from the Rightmove website. It includes various property details such as the number of bedrooms, bathrooms, type of property, and price. The dataset is designed for educational purposes, offering insights into real estate trends and allowing data science enthusiasts to apply their skills in the context of property analysis.

Data Science Applications

This dataset is a valuable resource for students and researchers to practice various data science and analytics techniques. Potential applications include: - Exploratory Data Analysis (EDA): Understanding property distribution across London, price trends, and property types. - Price Prediction Models: Building machine learning models to estimate property prices based on available features. - Real Estate Trend Analysis: Analyzing trends in London’s real estate market, such as price fluctuations or differences in property features by neighborhood. - Text Analysis: Using the property descriptions for natural language processing (NLP) to extract keywords or sentiment related to property value or appeal.

Column Descriptions

• addedOn: Date when the property listing was added or updated on the website.
• title: Brief listing title describing the property, typically including the number of bedrooms and the location.
• descriptionHtml: Detailed description of the property, including features and potentially some promotional language.
• propertyType: Type of property, such as House, Terraced, or Detached.
• sizeSqFeetMax: Maximum size of the property in square feet, if provided.
• bedrooms: Number of bedrooms in the property.
• bathrooms: Number of bathrooms in the property.
• listingUpdateReason: Reason for updating the listing (e.g., new listing, price reduction).
• price: Price at which the property is listed for sale.

Ethically Mined Data

This dataset was ethically mined from a publicly accessible website using the APIFY API. All data in this dataset reflects publicly available information about properties listed for sale, with no Personally Identifiable Information (PII) included. The dataset does not include any data that could infringe on individual privacy.

Acknowledgements

• Data Source: Rightmove for providing publicly accessible real estate listings.
• Image Credit: Photo by Douglas Sheppard on Unsplash.

According to the forecast, house prices in London are expected to continue to increase until 2029. During the five-year period from 2025 to 2029, the house prices for mainstream properties are forecast to rise by **** 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.

Graph and download economic data for Housing Inventory: Price Reduced Count Year-Over-Year in New London County, CT (PRIREDCOUYY9011) from Jul 2017 to Dec 2024 about New London County, CT; Norwich; reduced count; CT; price; and USA.

According to the forecast, the North West and Yorkshire & the Humber are the UK regions expected to see the highest overall growth in house prices over the five-year period between 2025 and 2029. Just behind are the North East and West Midlands. In London, house prices are expected to rise by **** percent.

Housing Inventory: Price Reduced Count Month-Over-Month in New London County, CT was -46.43% in December of 2024, according to the United States Federal Reserve. Historically, Housing Inventory: Price Reduced Count Month-Over-Month in New London County, CT reached a record high of 80.00 in May of 2022 and a record low of -70.97 in December of 2022. Trading Economics provides the current actual value, an historical data chart and related indicators for Housing Inventory: Price Reduced Count Month-Over-Month in New London County, CT - last updated from the United States Federal Reserve on November of 2025.

📹Project Video available on YouTube - https://youtu.be/q-Omt6LgRLc

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London Housing Price Dataset

The dataset contains housing market information for different areas of London over time. It includes details such as average house prices, the number of houses sold, and crime statistics. The data spans multiple years and is organized by date and geographic area.

This data is available as a CSV file. We are going to analyze this data set using the Pandas DataFrame.

Using this dataset, we answered multiple questions with Python in our Project.

Q. 1) Convert the Datatype of 'Date' column to Date-Time format.

Q. 2.A) Add a new column ''year'' in the dataframe, which contains years only.

Q. 2.B) Add a new column ''month'' as 2nd column in the dataframe, which contains month only.

Q. 3) Remove the columns 'year' and 'month' from the dataframe.

Q. 4) Show all the records where 'No. of Crimes' is 0. And, how many such records are there ?

Q. 5) What is the maximum & minimum 'average_price' per year in england ?

Q. 6) What is the Maximum & Minimum No. of Crimes recorded per area ?

Q. 7) Show the total count of records of each area, where average price is less than 100000.

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These are the main Features/Columns available in the dataset :

1) Date – The month and year when the data was recorded.

2) Area – The London borough or area for which the housing and crime data is reported.

3) Average_price – The average house price in the given area during the specified month.

4) Code – The unique area code (e.g., government statistical code) corresponding to each borough or region.

5) Houses_sold – The number of houses sold in the given area during the specified month.

6) No_of_crimes – The number of crimes recorded in the given area during the specified month.

Canada House Price Index: New Housing: London data was reported at 119.700 2007=100 in Dec 2016. This records a decrease from the previous number of 119.800 2007=100 for Nov 2016. Canada House Price Index: New Housing: London data is updated monthly, averaging 74.800 2007=100 from Jan 1981 (Median) to Dec 2016, with 432 observations. The data reached an all-time high of 119.800 2007=100 in Nov 2016 and a record low of 38.100 2007=100 in Jan 1981. Canada House Price Index: New Housing: London data remains active status in CEIC and is reported by Statistics Canada. The data is categorized under Global Database’s Canada – Table CA.EB006: House Price Index: 2007=100.

These National Statistics provide monthly estimates of the number of residential and non-residential property transactions in the UK and its constituent countries. National Statistics are accredited official statistics.

England and Northern Ireland statistics are based on information submitted to the HM Revenue and Customs (HMRC) Stamp Duty Land Tax (SDLT) database by taxpayers on SDLT returns.

Land and Buildings Transaction Tax (LBTT) replaced SDLT in Scotland from 1 April 2015 and this data is provided to HMRC by https://www.revenue.scot/">Revenue Scotland to continue the time series.

Land Transaction Tax (LTT) replaced SDLT in Wales from 1 April 2018. To continue the time series, the https://gov.wales/welsh-revenue-authority">Welsh Revenue Authority (WRA) have provided HMRC with a monthly data feed of LTT transactions since July 2021.

LTT figures for the latest month are estimated using a grossing factor based on data for the most recent and complete financial year. Until June 2021, LTT transactions for the latest month were estimated by HMRC based upon year on year growth in line with other UK nations.

LTT transactions up to the penultimate month are aligned with LTT statistics.

Go to Stamp Duty Land Tax guidance for the latest rates and information.

Go to Stamp Duty Land Tax rates from 1 December 2003 to 22 September 2022 and Stamp Duty: rates on land transfers before December 2003 for historic rates.

The latest release was published 09:30 28 November 2025 and was updated with provisional data from completed transactions during October 2025.

The next release will be published 09:30 09 January 2026 and will be updated with provisional data from completed transactions during November 2025.

https://webarchive.nationalarchives.gov.uk/ukgwa/20240320184933/https://www.gov.uk/government/statistics/monthly-property-transactions-completed-in-the-uk-with-value-40000-or-above">Archive versions of the Monthly property transactions completed in the UK with value of £40,000 or above are available via the UK Government Web Archive, from the National Archives.

Prices for prime residential real estate in Central London were expected to decline slightly in 2024, followed by a gradual increase until 2028, according to a *********** forecast. During the five-year period, the prices are forecast to rise by **** percent. In comparison, regional prime property prices and Outer London prime property prices are forecast to grow at a lower rate.

Housing Inventory: Price Reduced Count Month-Over-Month in Norwich-New London, CT (CBSA) was 20.00% in September of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Price Reduced Count Month-Over-Month in Norwich-New London, CT (CBSA) reached a record high of 92.86 in May of 2022 and a record low of -64.91 in December of 2022. Trading Economics provides the current actual value, an historical data chart and related indicators for Housing Inventory: Price Reduced Count Month-Over-Month in Norwich-New London, CT (CBSA) - last updated from the United States Federal Reserve on November of 2025.

United Kingdom House Price: Qtr: First Time Buyer: London data was reported at 411,612.466 GBP in Sep 2018. This records a decrease from the previous number of 412,513.373 GBP for Jun 2018. United Kingdom House Price: Qtr: First Time Buyer: London data is updated quarterly, averaging 125,295.614 GBP from Mar 1983 (Median) to Sep 2018, with 143 observations. The data reached an all-time high of 419,219.787 GBP in Mar 2018 and a record low of 31,795.793 GBP in Mar 1983. United Kingdom House Price: Qtr: First Time Buyer: London data remains active status in CEIC and is reported by Nationwide. The data is categorized under Global Database’s United Kingdom – Table UK.P001: House Price: Nationwide.

In December 2024, the average house price in England was pricier than in any other country. This considerable 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. What drives house prices? Average house prices are affected by several factors, including economic growth, unemployment, and interest rates. Housing supply also plays a considerable role, with a shortage of supply leading to increased competition and an upward push in prices. Conversely, an excess of housing means prices fall to stimulate buyers. House prices still set to grow The housing market in the UK is expected to continue to grow in the next years. By 2029,.the annual number of housing transactions is set to reach *** million. With transactions on the rise, the average house price is also set to rise.

The average house prices for detached and semi-detached dwellings in London declined in 2024 after several years of strong growth. In 2024, the simple average price of a detached house amounted to 1.15 million British pounds, which was a decline from the previous year when the average price was 1.14 million British pounds. Semi-detached houses were notably less expensive, with the average price totaling 757,000 British pounds in 2024.

United Kingdom House Price: Qtr: Former Owner Occupier: London data was reported at 538,736.168 GBP in Sep 2018. This records a decrease from the previous number of 541,850.148 GBP for Jun 2018. United Kingdom House Price: Qtr: Former Owner Occupier: London data is updated quarterly, averaging 179,325.582 GBP from Mar 1983 (Median) to Sep 2018, with 143 observations. The data reached an all-time high of 554,172.252 GBP in Jun 2017 and a record low of 42,137.042 GBP in Mar 1983. United Kingdom House Price: Qtr: Former Owner Occupier: London data remains active status in CEIC and is reported by Nationwide. The data is categorized under Global Database’s United Kingdom – Table UK.P001: House Price: Nationwide.