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.

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.

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.

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 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.

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.

London Property Listings Dataset

Description

This dataset expands upon the original London Property Listings by including additional attributes to facilitate deeper analysis of rental properties in London. It is ideal for research and projects related to real estate trends, price categorization, and area-wise analysis in one of the world's busiest markets.

Dataset Features

• Price: Monthly rental price in GBP.
• Property Type: Classification of the property (e.g., Apartment, Flat).
• Bedrooms: Number of bedrooms in the property.
• Bathrooms: Number of bathrooms.
• Size: Property size in square feet (where available).
• Postcode: Postal code of the property location.
• Area: General area or neighborhood information.
• Price_Category: Categorization of prices into predefined ranges (e.g., Low, Medium, High).
• Area_Avg_Price: Average price of properties within the same area.

Potential Use Cases

• Price Analysis: Study how property attributes impact rental prices.
• Price Prediction Models: Utilize the dataset for machine learning tasks like regression and classification.
• Regional Insights: Compare rental trends across different neighborhoods.
• Categorical Analysis: Investigate trends within predefined price categories.

Data Summary

• Total Records: 29,537
• Total Attributes: 9
• Data Completeness: No missing values. All columns are fully populated.

Attribution

This dataset was prepared and uploaded by Mehmet Emre Sezer. It is intended for educational and non-commercial use.

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.

This dataset contains detailed information about rental properties across various locations in the UK. The data was collected by scraping Rightmove, a popular real estate platform. Each entry in the dataset includes the property's address, subdistrict code, rental price, deposit amount, letting type, furnish type, council tax details, property type, number of bedrooms and bathrooms, size in square feet, average distance to the nearest train station, and the count of nearest stations.

Researchers and analysts interested in the UK rental market can utilize this dataset to explore rental trends, pricing variations based on location and property type, amenities preferences, and more. The dataset provides a valuable resource for machine learning models, statistical analysis, and market research in the real estate sector.

Metadata: Source: The data was collected by scraping the Rightmove real estate platform, a leading source for property listings in the UK. Date Range: The dataset covers rental property listings available during the scraping period. Geographical Coverage: Primarily focused on various locations across the UK, providing insights into regional rental markets. Data Fields: Address: The location of the rental property. Subdistrict Code: A code representing the subdistrict or area of the property. Rent: The monthly rental price in GBP (£) for the property. Deposit: The deposit amount required for renting the property. Let Type: Indicates whether the property is available for short-term or long-term rental. Furnish Type: Describes the furnishing status of the property (e.g., furnished, unfurnished, or flexible options). Council Tax: Information about the council tax associated with the property. Property Type: Specifies the type of property, such as apartment, flat, maisonette, etc. Bedrooms: The number of bedrooms in the property. Bathrooms: The number of bathrooms in the property. Size: The size of the property in square feet (sq ft). Average Distance to Nearest Station: The average distance (in miles) to the nearest train station from the property. Nearest Station Count: The count of nearest train stations within a certain distance from the property. Data Quality: The data may contain missing values or "Ask agent" placeholders, which require direct inquiry with agents or landlords for specific information. Potential Uses: The dataset can be used for market analysis, rental price prediction models, understanding property preferences, and exploring the impact of location and amenities on rental properties in the UK.

The UK residential real estate market, valued at £360.27 million in 2025, is projected to experience robust growth, driven by several key factors. A consistently strong CAGR of 5.75% indicates a healthy and expanding market over the forecast period (2025-2033). This growth is fueled by increasing urbanization, a growing population, and a persistent demand for housing, particularly in major cities like London. Furthermore, government initiatives aimed at boosting homeownership and infrastructure development contribute positively to market expansion. The market is segmented by property type, with apartments and condominiums, and landed houses and villas representing significant segments. Key players such as Bellway PLC, Barratt Developments PLC, and Berkeley Group dominate the market, while a competitive landscape also includes numerous smaller developers and housing associations. While rising interest rates and construction costs present challenges, the overall outlook remains positive due to the enduring demand and limited housing supply, particularly in desirable areas. However, several factors could influence the market's trajectory. Fluctuations in the national economy, changes in government regulations concerning mortgages and property taxation, and global economic uncertainty could impact buyer confidence and investment. Regional variations also exist, with market dynamics differing across England, Scotland, Wales, and Northern Ireland. Understanding these regional nuances is crucial for targeted investment strategies. The market's resilience will depend on the ability of developers to adapt to changing market conditions and meet evolving consumer preferences for sustainable and energy-efficient housing. The continuous evolution of consumer preferences towards specific types of housing and location preferences will further shape the market's future growth. Recent developments include: May 2023: A UAE-based investment manager, Rasmala Investment Bank, has launched a USD 2bn ( €1.8bn) UK multifamily strategy for a five-year period to build a USD 2bn portfolio of UK residential properties. The strategy is focused on the UK market for multifamily properties through a Shariah-compliant investment vehicle, initially targeting the serviced apartment (SAP) and BTR (build-to-rent) subsectors within and around London. Seeded by Rasmala Group, the strategy is backed by an active investment pipeline for the next 12 – 18 months., November 2022: ValuStrat, a Middle East consulting company, increased its foothold in the UK by acquiring an interest in Capital Value Surveyors, a real estate advisory services company with offices in London. The UK continues to be one of the most established real estate markets worldwide and attracts foreign investors regularly. They are excited to expand their presence there to better serve all of their clients, both in the UK and the Middle East.. Key drivers for this market are: Demand for New Dwellings Units, Government Initiatives are driving the market. Potential restraints include: Demand for New Dwellings Units, Government Initiatives are driving the market. Notable trends are: Increasing in the United Kingdom House Prices.

This statistic shows a forecast for house price growth in London, United Kingdom (UK) between 2015 and 2019. The cumulative growth in house prices between 2015 and 2019 is expected at a level of 29.4 percent for the Greater London area.

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.

Discover the latest insights on the booming UK real estate services market. This comprehensive analysis reveals a £32.45 billion industry projected to grow at a CAGR of 3% until 2033, driven by urbanization, proptech, and strong demand. Explore market segments, key players, and regional trends impacting property management, valuation, and more. Recent developments include: January 2023: United Kingdom Sotheby's Property Business Acquired by the Dubai Branch of Sotheby's. UK Sotheby International Realty was previously owned by Robin Paterson, who sold the business to his business partner and affiliate, George Azar. George Azar currently holds and operates Sotheby's Dubai and the MENA region., November 2022: JLL identified a shortage of quality rental homes as a long-term problem for the UK, which the recent boom in rentals has accentuated. This unmet need for quality rental homes has led to continued investor interest in purpose-built rental properties in UK city centers. JLL reported that annual investment in UK living real estate reached £10bn (USD 12.73 bn) in Q3 2022, setting living on track for another record year.. Key drivers for this market are: Improvements in Infrastructure and New Development, Population Growth and Demographic Changes. Potential restraints include: Housing Shortages, Increasing Awareness towards Environmental Issues. Notable trends are: Increasing in the United Kingdom House Prices.

This dataframe set is intended to be used as a benchmark (mostly by me in my research, but I encourage other scientists to use it) to test the efficiency and effectiveness of various feature selection methods in solving regression problems. It consists of two parts. The first part is transformed (some insignificant variables are removed; factor variables are dummyized; the dependent variable is always the first) and cleaned dataframes, the original databases of which are already available on kaggle:

Most Streamed Spotify Songs 2024 https://www.kaggle.com/datasets/nelgiriyewithana/most-streamed-spotify-songs-2024

Student Performance Dataset https://www.kaggle.com/datasets/devansodariya/student-performance-data

Healthcare Insurance https://www.kaggle.com/datasets/willianoliveiragibin/healthcare-insurance

House Rent Prediction Dataset https://www.kaggle.com/datasets/iamsouravbanerjee/house-rent-prediction-dataset?select=House_Rent_Dataset.csv

New York Housing Market https://www.kaggle.com/datasets/nelgiriyewithana/new-york-housing-market

HR Analytics Dataset https://www.kaggle.com/datasets/anshika2301/hr-analytics-dataset?select=HR_Analytics.csv

Superstore Sales https://www.kaggle.com/datasets/bhanupratapbiswas/superstore-sales

Starbucks https://www.kaggle.com/datasets/henryshan/starbucks

Fast Food Nutrition https://www.kaggle.com/datasets/joebeachcapital/fast-food

Sales of a Supermarket https://www.kaggle.com/datasets/lovishbansal123/sales-of-a-supermarket

Latest Data Science Salaries https://www.kaggle.com/datasets/iamsouravbanerjee/data-science-salaries-2023?select=v7_Latest_Data_Science_Salaries.csv

E-Commerce Dataset https://www.kaggle.com/datasets/malaiarasugraj/e-commerce-dataset

London House Price Data https://www.kaggle.com/datasets/jakewright/house-price-data

Danish Residential Housing Prices 1992-2024 https://www.kaggle.com/datasets/martinfrederiksen/danish-residential-housing-prices-1992-2024?select=DKHousingPricesSample100k.csv

The second part is the generated databases, which contain significant numeric variables (variable names start with SN), significant binary variables (variable names start with SF) and corresponding insignificant variables (prefixes NSN and NSF, respectively).

A notebook with the code for generation is attached.

Rental prices in both Greater London and Central London were expected to continue to rise in the period until 2029. Nevertheless, growth will be slower compared to the five-year period up to December 2024. Prime rents in Outer London grew by **** percent in that period and were expected to rise by **** percent until 2029. In Central London, prime residential rents rose by **** percent and were expected to further grow by **** percent. Meanwhile, mainstream residential property prices in the UK are forecast to rise even faster, indicating a strong demand for residential housing.

The size of the Europe Office Real Estate Market was valued at USD XX Million in 2023 and is projected to reach USD XXX Million by 2032, with an expected CAGR of 4.00">> 4.00% during the forecast period. The Europe office real estate market refers to the segment of the property market focused on the development, leasing, and sale of office spaces across European countries. This market includes a wide range of properties, from high-rise office buildings in major cities to smaller office spaces in suburban areas. The demand for office real estate is influenced by various factors, including economic growth, corporate expansion, and trends in workforce dynamics. In recent years, the rise of hybrid and remote working models has reshaped the office real estate landscape, leading to a greater focus on flexible workspaces, coworking spaces, and adaptable office layouts that accommodate changing business needs. Key markets for office real estate in Europe include major business hubs such as London, Paris, Frankfurt, and Amsterdam, where demand is driven by multinational corporations, financial institutions, and tech companies. These cities tend to have higher rental rates and more competitive markets due to the concentration of businesses and economic activity. Secondary cities and regional markets are also growing, offering more affordable office space and appealing to companies looking to decentralize or relocate to less expensive areas. Recent developments include: May 2023: CBRE Group, Inc. announced that its property management group has formed a global strategic partnership with Deepki that will bring Deepki Ready, one of the world's most extensive landlord-focused real estate sustainability data intelligence platforms to the commercial properties CBRE manages for investors around the world. CBRE has been using Deepki for properties it manages in the United Kingdom for more than two years; Deepki is now being deployed across CBRE-managed properties throughout Continental Europe, with plans to begin using Deepki in the Americas and the Pacific region as the next step in a global rollout., April 2023: Global real estate professional services firm JLL and iO Partners announce that JLL will transfer its existing Leasing, Capital Markets, Valuation Advisory, Consulting, and Project Management delivery businesses to iO Partners in the Czech Republic, Hungary, Romania, and Slovakia. The two companies have formed a preferred partnership enabling them to service clients in the Czech Republic, Hungary, Romania and Slovakia. The agreement will give iO Partners a strong presence in these four countries with experienced employees, efficient systems and processes, and a strong ongoing partnership with JLL.. Key drivers for this market are: Economic Growth, Urbanization and Urban Renewal; Foreign Investments in the Sector. Potential restraints include: The Uncertainty Surrounding Brexit. Notable trends are: Offices Remain a Core Sector.

The European luxury residential real estate market is experiencing robust growth, driven by several key factors. A consistently strong performance over the past several years (2019-2024) with a Compound Annual Growth Rate (CAGR) exceeding 4% indicates a healthy and expanding sector. This growth is fueled by increasing high-net-worth individual (HNWI) populations across major European economies, particularly in the United Kingdom, Germany, France, and Spain. Demand is further bolstered by a desire for larger, more luxurious properties, often in prime locations with access to amenities and cultural attractions. The market segments are primarily comprised of villas/landed houses and condominiums/apartments, with villas commanding a premium price point in many areas. While economic uncertainties and potential interest rate hikes pose some restraints, the underlying demand for luxury properties remains strong, particularly in established luxury markets like London, Paris, and other significant European cities. The resilience of this market is evident in its sustained growth trajectory, making it an attractive sector for both investors and developers. The competitive landscape is shaped by a mix of international and regional players. Established firms such as Sotheby's International Realty, Mansion Global, and Barnes International Realty, alongside regional players like Haussmann Real Estate (France) and Rodgaard Ejendomme (Denmark), are key contributors to market activity. These companies leverage extensive networks and brand recognition to cater to discerning clients. While precise market size for 2025 isn't provided, a reasonable estimate, considering the CAGR and historical performance, suggests a market value in the tens of billions of Euros. Looking forward, the forecast period (2025-2033) is expected to witness continued expansion fueled by sustained HNWI wealth growth and a persistent preference for prime residential real estate as a safe and appreciating asset class. However, factors like geopolitical instability and fluctuating currency exchange rates could influence growth patterns. The overall trend suggests a positive outlook for the European luxury residential real estate market in the long term, with sustained growth expected throughout the forecast period. Recent developments include: August 2022: Slate Asset Management, a global alternative investment platform that focuses on real assets, stated that it had paid more than NOK 1.5 billion (USD 0.15 billion) for a portfolio of 36 key real estate properties in Norway. Following closely on the heels of the company's initial two portfolio purchases in the area in December 2021 and March 2022, this deal increases Slate's presence in Norway to a total of 63 critical real estate assets., January 2022: Instone Real Estate, one of the leading residential developers in Germany, continued its successful cooperation with LEG with the sale of around 330 apartments. The transaction includes 96 privately financed rental apartments on the west side site in Bonn-Endenich. In addition, a further 236 rental apartments in the Literature Quarter in Essen - 52 of which are publicly funded and 184 privately financed - are part of the apartment package that LEG Solution acquired as part of a forward deal for the existing LEG companies.. Notable trends are: Largest Real Estate Companies in Europe.

The borough with the highest property prices in London, Kensington and Chelsea, had an average price for a flat exceeding *** million British pounds. London is the most populous metropolitan area in the UK, and living in it comes with a price tag. Unsurprisingly, the most expensive boroughs in terms of real estate prices are located in the heart of the metropolis: Kensington and Chelsea, the City of Westminster, and the City of London. In Kensington and Chelsea, home to several museums such as the Natural History Museum, the Victoria and Albert Museum, and the Science Museum, as well as galleries and theaters, the average price of apartments was over a million British pounds. How have residential property prices developed in recent years? The average house price in England have risen notably over the past decade, despite a slight decline in 2023. While London continues to be the hottest market in the UK, price growth in the capital has moderated. Conversely, prices in the more affordable cities, such as Belfast and Liverpool, have started to rise at a faster pace. Are residential property prices in London expected to grow in the future? Despite property prices declining in 2024, the market is forecast to continue to grow in the next five years, according to a October 2024 forecast. Some of the reasons for this are the robust demand for housing, the chronic shortage of residential properties, and the anticipated decline in mortgage interest rates.

In the five-year period between 2025 and 2029, the prime residential rent for existing properties in Greater London is expected to increase by 17.1 percent. The highest percentage change is expected to occur in 2025 and 2029, when rents are to rise by 3.5 percent. In the UK, rental growth has accelerated notably since 2021, with March 2024 experiencing a decade-high annual percentage growth. The trend reflects the complex interplay between housing affordability, mortgage rates, and supply of rental homes as the UK housing market navigates a period of transition.

As of the second quarter of 2022, online agents had a market share of *** percent of exchanges in the United Kingdom. Yorkshire and The Humber had the higher share of online purchases at almost ** percent. Unlike other industries, the housing market has a relatively small online penetration rate as the overall cost and grandiosity of buying a home still encourages people into physical stores.

Average house prices

Average house prices are affected by several factors. Economic growth, unemployment, interest rates and mortgage availability can all drive them up or down. A shortage of supply means that the need for housing and the competitive market created will push house prices up. An excess of housing, on the other hand, means prices fall to stimulate buyers.

House price growth slowing down

After two years of a staggering house price growth, the UK housing market has started cooling down and in June 2022, the annual house price growth fell below ***** percent - the lowest since July 2021. In the five-year period until 2026, London is forecast to see the slowest house price growth.