Dataset Description:

This dataset has been meticulously pre-processed from the official UK government’s Price Paid Data, available for research purposes. The original dataset contains millions of rows spanning from 1995 to 2024, which posed significant challenges for machine learning operations due to its large size. For this project, we focused on house price predictions and filtered the data to only include transactions from 2015 to 2024. The final dataset contains 90,000 randomly sampled records, which should be ideal for training machine learning models efficiently. The goal of this dataset is to provide a well-structured, pre-processed dataset for students, researchers, and developers interested in creating house price prediction models using UK data. There are limited UK house price datasets available on Kaggle, so this contribution aims to fill that gap, offering a reliable dataset for dissertations, academic projects, or research purposes. This dataset is tailored for use in supervised learning models and has been cleaned, ensuring the removal of missing values and encoding of categorical variables. We hope this serves as a valuable resource for anyone studying house price prediction or real estate trends in the UK. In the future, I plan to provide an even larger dataset for more detailed and comprehensive predictions.

Features:

Feature Name - Description - Price - Sale price of the property (target variable). - Date - Date of the property transaction. Converted to datetime format for easier handling. - Postcode - Postcode of the property, offering location-based information. - property_type - Type of property (Detached, Semi-detached, Terraced, Flat, etc.). - new_build - Indicator whether the property was newly built at the time of sale (Yes or No). - freehold - Indicator whether the property was sold as freehold or leasehold (Freehold, Leasehold). - Street - Street name of the property location. - Locality - Locality of the property. - Town - Town or city where the property is located. - District - Administrative district of the property. - County - County where the property is located.

File Information:

The dataset is saved as a CSV file with 90,000 records, each representing a property transaction in the UK from 2015 to 2024. Feel free to explore this dataset and use it for any academic, research, or machine learning projects related to housing price predictions!

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.

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.

Housing Index in the United Kingdom increased to 519.30 points in February from 517.80 points in January of 2026. This dataset provides - United Kingdom House Price Index - actual values, historical data, forecast, chart, statistics, economic calendar and news.

According to the forecast, house prices in the UK prime property market are expected to increase by almost **** percent by 2029. Growth is expected to accelerate over the five-year period, with 2025 expecting the lowest increase and 2029, the highest.

Key information about House Prices Growth

• UK house prices grew 0.9% YoY in Feb 2026, following an increase of 0.9% YoY in the previous month.
• YoY growth data is updated monthly, available from Jan 1992 to Feb 2026, with an average growth rate of -16.6%.
• House price data reached an all-time high of 26.4% in Jan 2003 and a record low of -17.5% in Feb 2009.

London Property Prices Dataset 200k+ records

Overview

This dataset offers a comprehensive snapshot of residential properties in London, capturing both historical and current market data. It includes property-specific information such as address, geographic coordinates, and various price estimates. Data spans from past transaction prices to present estimates for sale and rental values, making it ideal for real estate analysis, investment modeling, and trend forecasting.

Key Columns

• fullAddress: Complete address of the property.
• postcode: Postal code identifying specific areas in London.
• outcode: First part of the postcode, grouping properties into broader geographic zones.
• latitude & longitude: Geographic coordinates for mapping or location-based analysis.
• property details: Includes bathrooms, bedrooms, floorAreaSqM, livingRooms, tenure (e.g., leasehold or freehold), and propertyType (e.g., flat, maisonette).
• energy rating: Current energy rating, indicating the property’s energy efficiency.

Pricing Information

• Rental Estimates: Ranges for estimated rental values (rentEstimate_lowerPrice, rentEstimate_currentPrice, rentEstimate_upperPrice).
• Sale Estimates: Current sale price estimates with confidence levels and historical changes.
  • saleEstimate_currentPrice: Current estimated sale price.
  • saleEstimate_confidenceLevel: Confidence in the sale price estimate (LOW, MEDIUM, HIGH).
  • saleEstimate_valueChange: Numeric and percentage change in sale value over time.
• Transaction History: Date-stamped sale prices with historic price changes, providing insight into property appreciation or depreciation.

Potential Applications

This dataset enables a variety of analyses: - Market Trend Analysis: Track how property values and rents have evolved over time. - Investment Insights: Identify high-growth areas and property types based on historical and estimated price changes. - Geospatial Analysis: Use location data to visualize price distributions and trends across London.

Usage Recommendations

This dataset is well-suited for machine learning projects predicting property values, rent estimations, or analyzing urban property trends. With rich details spanning multiple facets of the real estate market, it’s an essential resource for data scientists, analysts, and investors exploring the London property market.

Nationwide Housing Prices YoY in the United Kingdom increased to 2.20 percent in March from 1 percent in February of 2026. This dataset includes a chart with historical data for the United Kingdom Nationwide Housing Prices YoY.

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.

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.

The statistic displays a **** year forecast for house price growth in the United Kingdom (UK) from 2020 to 2024, revised with the coronavirus (covid-19) impact on the market. According to the forecast, 2020 and 2021 will likely see a slower to no increase in house prices followed by a gradual recovery between 2022 and 2024. North West, North East, Yorkshire & the Humber, and Scotland prices are forecast to bounce back quicker than other UK regions with higher **** year price increase.

Average House Prices in the United Kingdom increased to 301151 GBP in February from 300283 GBP in January of 2026. This dataset includes a chart with historical data for the United Kingdom Average House Prices.

Dataset

This dataset was created by Engineer ImtiazAhmad

Released under CC0: Public Domain

Contents

United Kingdom Residential Real Estate Market is Segmented by Property Type (Apartments and Condominiums, and Villas and Landed Houses), by Price Band (Affordable, Mid-Market and Luxury), by Business Model (Sales and Rental), by Mode of Sale (Primary and Secondary), and by Region (England, Scotland, Wales and Northern Ireland). The Market Forecasts are Provided in Terms of Value (USD)

House price inflation in the UK is forecast to fluctuate from a **** percent to *** percent between 2023 and 2028. In 2024, house prices were forecast to fall by 2.3 percent, after soaring by close to ** percent in 2022.

Comparative analysis of Rightmove, Halifax, ONS, and Nationwide house price indices for August 2025, including regional performance and market implications

Prices for prime residential real estate in Outer London are expected to grow year-on-year, achieving a cumulative increase of over **** percent until 2029. Growth is expected to be slower at first but accelerate toward the end of the period. Meanwhile, Central London prime property prices are projected to experience a slower growth rate.

Nationwide Housing Prices in the United Kingdom increased to 545 points in February from 540.40 points in January of 2026. This dataset provides - United Kingdom Nationwide Housing Prices- actual values, historical data, forecast, chart, statistics, economic calendar and news.

Forecast: Real Estate Value Added in the UK 2023 - 2027 Discover more data with ReportLinker!

RICS House Price Balance in the United Kingdom decreased to -12 percent in February from -10 percent in January of 2026. This dataset includes a chart with historical data for the United Kingdom RICS House Price Balance.