Just as in many other countries, the housing market in the UK grew substantially during the coronavirus pandemic, fueled by robust demand and low borrowing costs. Nevertheless, high inflation and the increase in mortgage rates has led to house price growth slowing down. According to the forecast, 2024 is expected to see house prices decrease by three percent. Between 2024 and 2028, the average house price growth is projected at 2.7 percent. A contraction after a period of continuous growth In June 2022, the UK's house price index exceeded 150 index points, meaning that since 2015 which was the base year for the index, house prices had increased by 50 percent. In just two years, between 2020 and 2022, the index surged by 30 index points. As the market stood in December 2023, the average price for a home stood at approximately 284,691 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 years. Growth is forecast to be stronger in 2024 and slow down in the period between 2025 and 2028. The rental market in London is expected to follow a similar trend, with Central London slightly outperforming Greater London.

According to the forecast, the North East and Wales are the regions in the United Kingdom estimated to see the highest overall growth in house prices over the five-year period between 2024 and 2028. Just behind are North West, Yorkshire & the Humber, and Scotland, which are forecast to see house prices increase by 20.2 percent over the five-year period. In London, house prices are expected to rise by 13.9 percent.

Key information about House Prices Growth

• US house prices grew 5.2% YoY in Sep 2024, following an increase of 6.2% YoY in the previous quarter.
• YoY growth data is updated quarterly, available from Mar 1992 to Sep 2024, with an average growth rate of 5.5%.
• House price data reached an all-time high of 17.7% in Sep 2021 and a record low of -12.4% in Dec 2008.

According to the forecast, the UK regional prime property real estate market is to increase by almost 14 percent by 2028. In 2024, prime property prices are expected to fall by two percent. In the following four years, growth will recover.

The statistic displays a five 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 five year price increase.

Housing Index in Portugal increased to 228.89 points in the third quarter of 2024 from 220.74 points in the second quarter of 2024. This dataset provides - Portugal House Price Index - actual values, historical data, forecast, chart, statistics, economic calendar and news.

Key information about House Prices Growth

• Japan house prices grew 4.3% YoY in Nov 2024, following an increase of 2.0% YoY in the previous month.
• YoY growth data is updated monthly, available from Apr 2009 to Nov 2024, with an average growth rate of 1.9%.
• House price data reached an all-time high of 10.2% in Apr 2022 and a record low of -9.4% in Apr 2009.

Context

This is a set of data created from imaginary data of house prices in an urban environment - Paris. I recommend using this dataset for educational purposes, for practice and to acquire the necessary knowledge. What I'm trying to do next is to create a classification dataset with same data from this dataset, I'll add a new column for class attribute ofc. Here is a classification dataset ---> classification dataset <---

Content

What's inside is more than just rows and columns. You can see house details listed as column names.

Description

All attributes are numeric variables and they are listed bellow:

• squareMeters
• numberOfRooms
• hasYard
• hasPool
• floors - number of floors
• cityCode - zip code
• cityPartRange - the higher the range, the more exclusive the neighbourhood is
• numPrevOwners - number of prevoious owners
• made - year
• isNewBuilt
• hasStormProtector
• basement - basement square meters
• attic - attic square meteres
• garage - garage size
• hasStorageRoom
• hasGuestRoom - number of guest rooms
• price - predicted value

Inspiration

Idea was to create dataset that is good for regression and that gives adequate results.

Housing Index in the United States increased to 436.50 points in January from 435.80 points in December of 2024. This dataset provides the latest reported value for - United States House Price Index MoM Change - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

Housing Index in Sweden decreased to 942 points in the fourth quarter of 2024 from 943 points in the third quarter of 2024. This dataset provides - Sweden House Price Index - actual values, historical data, forecast, chart, statistics, economic calendar and news.

Overview: This dataset was collected and curated to support research on predicting real estate prices using machine learning algorithms, specifically Support Vector Regression (SVR) and Gradient Boosting Machine (GBM). The dataset includes comprehensive information on residential properties, enabling the development and evaluation of predictive models for accurate and transparent real estate appraisals.Data Source: The data was sourced from Department of Lands and Survey real estate listings.Features: The dataset contains the following key attributes for each property:Area (in square meters): The total living area of the property.Floor Number: The floor on which the property is located.Location: Geographic coordinates or city/region where the property is situated.Type of Apartment: The classification of the property, such as studio, one-bedroom, two-bedroom, etc.Number of Bathrooms: The total number of bathrooms in the property.Number of Bedrooms: The total number of bedrooms in the property.Property Age (in years): The number of years since the property was constructed.Property Condition: A categorical variable indicating the condition of the property (e.g., new, good, fair, needs renovation).Proximity to Amenities: The distance to nearby amenities such as schools, hospitals, shopping centers, and public transportation.Market Price (target variable): The actual sale price or listed price of the property.Data Preprocessing:Normalization: Numeric features such as area and proximity to amenities were normalized to ensure consistency and improve model performance.Categorical Encoding: Categorical features like property condition and type of apartment were encoded using one-hot encoding or label encoding, depending on the specific model requirements.Missing Values: Missing data points were handled using appropriate imputation techniques or by excluding records with significant missing information.Usage: This dataset was utilized to train and test machine learning models, aiming to predict the market price of residential properties based on the provided attributes. The models developed using this dataset demonstrated improved accuracy and transparency over traditional appraisal methods.Dataset Availability: The dataset is available for public use under the [CC BY 4.0]. Users are encouraged to cite the related publication when using the data in their research or applications.Citation: If you use this dataset in your research, please cite the following publication:[Real Estate Decision-Making: Precision in Price Prediction through Advanced Machine Learning Algorithms].

Key information about House Prices Growth

• Lithuania house prices grew 13.1% YoY in Mar 2023, following an increase of 17.1% YoY in the previous quarter.
• YoY growth data is updated quarterly, available from Mar 2007 to Mar 2023, with an average growth rate of 6.4%.
• House price data reached an all-time high of 32.6% in Jun 2007 and a record low of -33.0% in Sep 2009.

Key information about House Prices Growth

• India house prices grew 2.6% YoY in Sep 2024, following an increase of 6.2% YoY in the previous quarter.
• YoY growth data is updated quarterly, available from Mar 2011 to Sep 2024, with an average growth rate of 5.1%.
• House price data reached an all-time high of 30.6% in Mar 2011 and a record low of -11.4% in Sep 2020.

Key information about House Prices Growth

• Hungary house prices grew 12.2% YoY in Sep 2024, following an increase of 12.9% YoY in the previous quarter.
• YoY growth data is updated quarterly, available from Mar 2008 to Sep 2024, with an average growth rate of 8.3%.
• House price data reached an all-time high of 24.9% in Jun 2022 and a record low of -7.8% in Dec 2009.

Snapshot img

Residential Real Estate Market Size 2024-2028

The residential real estate market size is forecast to increase by USD 482.1 billion at a CAGR of 4.6% between 2023 and 2028.

The market is experiencing significant growth, driven by increasing demand from a growing population and urbanization trends. This demand is further fueled by marketing initiatives from real estate developers and agents, who are leveraging digital platforms and creative campaigns to attract buyers. However, regulatory uncertainty poses a challenge to market growth, with varying regulations and policies in different regions impacting investment decisions. For companies seeking to capitalize on market opportunities, it is essential to stay informed of regulatory changes and adapt strategies accordingly. Additionally, collaboration with local experts and partnerships with regulatory bodies can help navigate complex regulatory landscapes and ensure compliance. Overall, the market presents significant opportunities for growth, but requires a strategic approach to address regulatory challenges and effectively target demand. Companies that can navigate these challenges and adapt to local market conditions will be well-positioned to succeed in this dynamic market.

What will be the Size of the Residential Real Estate Market during the forecast period?

Request Free SampleThe market continues to exhibit activity, driven by strong economic fundamentals and population growth. In nominal terms, the market size reached an all-time high in the latest fiscal year, with discerning buyers demonstrating continued interest in spacious accommodations. However, macroeconomic headwinds, such as rising interest rates and inflation, pose challenges for some potential homebuyers. Economic factors, including GDP per capita and purchasing power, remain essential support for the housing market. Despite these conditions, property launches in the luxury residential sector have shown resilience, catering to the demand for high-end living spaces. Residential construction remains a critical component of the market, with new housing units being added to meet the growing demand for homes. Overall, the market is expected to remain a significant contributor to the economy, offering opportunities for both investors and homebuyers.

How is this Residential Real Estate Industry segmented?

The residential real estate industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD billion' for the period 2024-2028, as well as historical data from 2018-2022 for the following segments. Mode Of BookingSalesRental/LeaseTypeApartments and condominiumsLanded houses and villasGeographyAPACChinaJapanNorth AmericaUSEuropeGermanyUKSouth AmericaMiddle East and Africa

By Mode Of Booking Insights

The sales segment is estimated to witness significant growth during the forecast period.

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The Sales segment was valued at USD 896.60 billion in 2018 and showed a gradual increase during the forecast period.

Regional Analysis

APAC is estimated to contribute 54% to the growth of the global market during the forecast period.Technavio’s analysts have elaborately explained the regional trends and drivers that shape the market during the forecast period.

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The market in the Asia Pacific (APAC) region held the largest market share in 2023 and is anticipated to continue leading the market growth during the forecast period. Key drivers of this expansion include population growth and increasing purchasing power, leading to a in demand for spacious accommodations. Rapid urbanization and economic fundamentals, such as GDP per capita, have fueled the construction of new housing units, particularly in countries like India and China. Furthermore, domestic demand and foreign homebuyers have contributed to the unsold inventory overhang, creating investment opportunities in underconstruction properties. Despite these positive indicators, challenges persist, including affordability concerns and critical input costs. In the context of the US housing market, the residential real estate sector offers investment opportunities through traditional options, such as home ownership and rental cash flow, as well as low-risk methods, like investment portfolios. Key economic factors, such as interest rates and supply metrics, impact residential property prices, which may vary in real and nominal terms. The market is also influenced by changing consumer preferences, regulatory reforms, and technological transformation, including home automation and cutting-edge strategies.

Market Dynamics

Our researchers analyzed the data with 2023 as the base year, along with the key drivers, trends, and challenges. A holi

Single Family Home Prices in the United States increased to 398400 USD in February from 393400 USD in January of 2025. This dataset provides - United States Existing Single Family Home Prices- actual values, historical data, forecast, chart, statistics, economic calendar and news.

The number of U.S. home sales in the United States declined in 2023, after soaring in 2021. A total of four million transactions of existing homes, including single-family, condo, and co-ops, were completed in 2023, down from 6.12 million in 2021. According to the forecast, the housing market is forecast to head for recovery in 2025, despite transaction volumes are expected to remain below the long-term average. Why have home sales declined? The housing boom during the coronavirus pandemic has demonstrated that being a homeowner is still an integral part of the American dream. Nevertheless, sentiment declined in the second half of 2022 and Americans across all generations agreed that the time was not right to buy a home. A combination of factors has led to house prices rocketing and making homeownership unaffordable for the average buyer. A survey among owners and renters found that the high home prices and unfavorable economic conditions were the two main barriers to making a home purchase. People who would like to purchase their own home need to save up a deposit, have a good credit score, and a steady and sufficient income to be approved for a mortgage. In 2022, mortgage rates experienced the most aggressive increase in history, making the total cost of homeownership substantially higher. Only 15 percent of U.S. renters could afford to become homeowners and in metros with highly competitive housing markets such as Los Angeles, CA, and Urban Honolulu, HI, this share was below five percent. Are U.S. home prices expected to fall? The median sales price of existing homes stood at 387,000 U.S. dollars in 2023 and was forecast to increase slightly until 2025. The development of the S&P/Case Shiller U.S. National Home Price Index shows that home prices experienced seven consecutive months of decline between June 2022 and January 2023, but this trend reversed in the following months. Despite mild fluctuations throughout the year, home prices in many metros are forecast to continue to grow, albeit at a much slower rate.

Snapshot img

Real Estate Market Size 2025-2029

The real estate market size is forecast to increase by USD 1,258.6 billion at a CAGR of 5.6% between 2024 and 2029.

The market is experiencing significant shifts and innovations, with both residential and commercial sectors adapting to new trends and challenges. In the commercial realm, e-commerce growth is driving the demand for logistics and distribution centers, while virtual reality technology is revolutionizing property viewings. Europe's commercial real estate sector is witnessing a rise in smart city development, incorporating LED lighting and data centers to enhance sustainability and efficiency. In the residential sector, wellness real estate is gaining popularity, focusing on health and well-being. Real estate software and advertising services are essential tools for asset management, streamlining operations, and reaching potential buyers. Regulatory uncertainty remains a challenge, but innovation in construction technologies, such as generators and renewable energy solutions, is helping mitigate risks.

What will be the Size of the Real Estate Market During the Forecast Period?

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The market continues to exhibit strong activity, driven by rising population growth and increasing demand for personal household space. Both residential and commercial sectors have experienced a rebound in home sales and leasing activity. The trend towards live-streaming rooms and remote work has further fueled demand for housing and commercial real estate. Economic conditions and local market dynamics influence the direction of the market, with interest rates playing a significant role in investment decisions. Fully furnished, semi-furnished, and unfurnished properties, as well as rental properties, remain popular options for buyers and tenants. Offline transactions continue to dominate, but online transactions are gaining traction.
The market encompasses a diverse range of assets, including land, improvements, buildings, fixtures, roads, structures, utility systems, and undeveloped property. Vacant land and undeveloped property present opportunities for investors, while the construction and development of new housing and commercial projects contribute to the market's overall growth.

How is this Real Estate Industry segmented and which is the largest segment?

The industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD billion' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.

Type

  Residential
  Commercial
  Industrial


Business Segment

  Rental
  Sales


Manufacturing Type

  New construction
  Renovation and redevelopment
  Land development


Geography

  APAC

    China
    India
    Japan
    South Korea


  North America

    Canada
    US


  Europe

    Germany
    UK


  South America

    Brazil


  Middle East and Africa

By Type Insights

The residential segment is estimated to witness significant growth during the forecast period.

The market encompasses the buying and selling of properties designed for dwelling purposes, including buildings, single-family homes, apartments, townhouses, and more. Factors fueling growth in this sector include the increasing homeownership rate among millennials and urbanization trends. The Asia Pacific region, specifically China, dominates the market due to escalating homeownership rates. In India, the demand for affordable housing is a major driver, with initiatives like Pradhan Mantri Awas Yojana (PMAY) spurring the development of affordable housing projects catering to the needs of lower and middle-income groups. The commercial real estate segment, consisting of office buildings, shopping malls, hotels, and other commercial properties, is also experiencing growth.

Furthermore, economic and local market conditions, interest rates, and investment opportunities in fully furnished, semi-furnished, unfurnished properties, and rental properties influence the market dynamics. Technological integration, infrastructure development, and construction projects further shape the real estate landscape. Key sectors like transportation, logistics, agriculture, and the e-commerce sector also impact the market.

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The Residential segment was valued at USD 1440.30 billion in 2019 and showed a gradual increase during the forecast period.

Regional Analysis

APAC is estimated to contribute 64% to the growth of the global market during the forecast period.

Technavio's analysts have elaborately explained the regional trends and drivers that shape the market during the forecast period.

For more insights on the market share of various regions, Request Free Sample

The Asia Pacific region holds the largest share of The market, dr

The report covers Residential Real Estate Market in USA and is Segmented by Property Type (Apartments and Condominiums, Landed Houses and Villas). The report offers market size and forecasts for the residential real estate market in the United States in value (USD billion) for all the above segments.

Housing Index in Slovakia increased to 183.88 points in the third quarter of 2024 from 178.70 points in the second quarter of 2024. This dataset provides - Slovakia House Price Index - actual values, historical data, forecast, chart, statistics, economic calendar and news.