This dataset provides values for RESIDENTIAL PROPERTY PRICES reported in several countries. The data includes current values, previous releases, historical highs and record lows, release frequency, reported unit and currency.

The average for 2021 based on 10 countries was 49.666 index points. The highest value was in Singapore: 135 index points and the lowest value was in Thailand: 25.94 index points. The indicator is available from 2017 to 2021. Below is a chart for all countries where data are available.

This dataset provides values for HOUSING INDEX reported in several countries. The data includes current values, previous releases, historical highs and record lows, release frequency, reported unit and currency.

In 2025, India was the country with the highest increase in house prices since 2010 among the Asia-Pacific (APAC) countries under observation. In the second quarter of the year, the nominal house price index in India reached over 359 index points. This suggests an increase of 259 percent since 2010, the baseline year when the index value was set to 100. It is important to note that the nominal index does not account for the effects of inflation, meaning when adjusted for inflation, price growth in real terms was slower.

The Asia-Pacific Office Real Estate Market Report is Segmented by Geography (China, Japan, India, Australia, South Korea, and the Rest of APAC). The Report Offers Market Size and Forecasts for the Asia-Pacific Office Real Estate Market in Value (USD Billion) for all the Above Segments.

As of the second quarter of 2025, the Philippines was the country with the highest inflation-adjusted increase in house prices since 2010 among the Asia-Pacific (APAC) countries under observation. The real house price index in the Philippines reached over *** index points, a *** percent increase compared to the same quarter of the previous year. This means that, adjusted for inflation, house prices grew ** percent since 2010, the baseline year when the index value was set to 100. According to the nominal house price index, which does not adjust for the effects of inflation, the price increase was higher.

In 2023, the Asia-Pacific Real Estate Market reached a value of USD 2925.6 million, and it is projected to surge to USD 4742.1 billion by 2030.

This dataset is a sample of 300 real housing transaction records in Hong Kong between 2020 and 2023. It contains transaction date, address, district, sale of area, price, and unit rate. This dataset contains sample records of Hong Kong residential property transactions between 2020 and 2023. The data includes key details such as transaction date, address, price, area, unit rate, and district.

The dataset is intended for educational and research purposes only. It can be used to practice: • Data cleaning and preprocessing • Exploratory data analysis (EDA) • Visualization of real estate market trends • Machine learning models for housing price prediction

Dataset Fields • date → Transaction date • address → Property address

Discover the booming global residential real estate market! Our in-depth analysis reveals a $11.14B market in 2025, projected to grow at a 6.07% CAGR through 2033. Learn about key drivers, trends, regional insights, and leading companies shaping this dynamic industry. Get the data-driven insights you need to succeed. Recent developments include: December 2023: The Ashwin Sheth group is planning to expand its residential and commercial portfolio in the MMR (Mumbai Metropolitan Area) region, India., November 2023: Tata Realty and Infrastructure, a wholly-owned subsidiary of Tata Sons, plans to grow its business with more than 50 projects in major cities in India, Sri Lanka and the Maldives. The projects have a development potential of more than 51 million square feet.. Key drivers for this market are: Rapid urbanization, Government initiatives. Potential restraints include: High property prices, Regulatory challenges. Notable trends are: Increased urbanization and homeownership by elderly.

Predicting Bangkok Housing Prices

Predicting condo prices using web scraped datas

By [source]

About this dataset

Bangkok is one of the most popular tourist destinations in Southeast Asia, and its condominium market is booming. With so many options to choose from, how can you predict which condominium will be the best investment?

This dataset was collected from hipflat.com, one of the largest condominium listing websites in Thailand, in order to predict the prices of condominiums in Bangkok. The data includes information on location, year built, project area, number of buildings, number of units, price per square meter

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How to use the dataset

This dataset can be used to predict the prices of condominiums in Bangkok, Thailand. The data includes the location, year built, project area, number of buildings, number of floors, number of units, price per square meter, and distance to various amenities

Research Ideas

• Predictive pricing for condominiums in Bangkok
• Determining the most important features for predicting condominium prices
• Identifying trends in the Bangkok condominium market

Acknowledgements

If you use this dataset in your research, please credit the original authors. Data Source

License

License: CC0 1.0 Universal (CC0 1.0) - Public Domain Dedication No Copyright - You can copy, modify, distribute and perform the work, even for commercial purposes, all without asking permission. See Other Information.

Columns

File: GBoost_best_feature_importances_.csv | Column name | Description | |:--------------|:--------------| | **** | |

File: df_cleaned_for_ML_regression.csv | Column name | Description | |:------------------|:-------------------------------------------------------------------| | district | The district of Bangkok where the condominium is located. (String) | | latitude | The latitude of the condominium. (Float) | | longitude | The longitude of the condominium. (Float) | | year_built | The year the condominium was built. (Integer) | | proj_area | The project area of the condominium. (Float) | | nbr_buildings | The number of buildings in the condominium. (Integer) | | nbr_floors | The number of floors in the condominium. (Integer) | | units | The number of units in the condominium. (Integer) | | hospital | The distance to the nearest hospital. (Float) | | price_sqm | The price per square meter. (Float) | | bld_age | The age of the condominium building. (Integer) | | dist_shop_1 | The distance to the nearest shop. (Float) | | dist_shop_2 | The distance to the nearest shop. (Float) | | dist_shop_3 | The distance to the nearest shop. (Float) | | dist_shop_4 | The distance to the nearest shop. (Float) | | dist_shop_5 | The distance to the nearest shop. (Float) | | dist_school_1 | The distance to the nearest school. (Float) | | dist_school_2 | The distance to the nearest school. (Float) | | dist_school_3 | The distance to the nearest school. (Float) | | dist_school_4 | The distance to the nearest school. (Float) | | dist_school_5 | The distance to the nearest school. (Float) | | dist_food_1 | The distance to the nearest food. (Float) | | dist_food_2 | The distance to the nearest food. (Float) | | dist_food_3 | The distance to the nearest food. (Float) | | dist_food_4 | The distance to the nearest food. (Float) | | dist_food_5 | The distance to the nearest food. (Float) | | tran_type2 | The type of transportation. (String) | | tran_type3 | The...

The APAC Prefabricated Housing Market Report is Segmented by Type (Single Family and Multifamily) and Country (China, Japan, India, and the Rest of Asia-Pacific). The Report Offers Market Size and Forecast Values (USD Billion) for all the Above Segments.

Booming Asia-Pacific condominium & apartment market analysis reveals a CAGR exceeding 7.8% through 2033. Discover key drivers, trends, and leading developers shaping this lucrative real estate sector. Explore regional breakdowns and market forecasts. Recent developments include: October 2022: The USD 280 million Gold Coast condo development in Australia is a collaboration between Banda, a development and design studio founded by Princess Beatrice's husband, Edo Mapelli Mozzi, and Australian real estate expert Rory O'Brien. The new development will provide the most luxurious condos in the area. Banda Design Studio will create 28 units: 20 residences, five sky homes, two duplex sub-penthouses, and a super-penthouse., March 2022: Goldman Sachs may collaborate with trading firm Sojitz to acquire and renovate older apartments that would otherwise go unnoticed by real estate investors. By the summer, they plan to form a joint venture to focus on rental housing in major Japanese cities. Properties that have been improved will be sold in batches to financial institutions and investment funds. The partners intend to invest JPY 40-50 billion (USD 323-405 million) in the company each year.. Key drivers for this market are: Government Investments in Infrastructure, Global Urbanization; Growth in International Trade and Logistics; Aging Infrastructure. Potential restraints include: Funding Constraints, Skilled labor shortages; Land Acquisition and Right-of-Way Issues. Notable trends are: Increase in Demand for Rental Properties.

Booming Asia-Pacific condominium & apartment market analysis (2019-2033)! Discover key drivers, trends, restraints, and top players in this high-growth sector. Explore regional market share data, CAGR projections, and investment opportunities. Recent developments include: October 2022: The USD 280 million Gold Coast condo development in Australia is a collaboration between Banda, a development and design studio founded by Princess Beatrice's husband, Edo Mapelli Mozzi, and Australian real estate expert Rory O'Brien. The new development will provide the most luxurious condos in the area. Banda Design Studio will create 28 units: 20 residences, five sky homes, two duplex sub-penthouses, and a super-penthouse., March 2022: Goldman Sachs may collaborate with trading firm Sojitz to acquire and renovate older apartments that would otherwise go unnoticed by real estate investors. By the summer, they plan to form a joint venture to focus on rental housing in major Japanese cities. Properties that have been improved will be sold in batches to financial institutions and investment funds. The partners intend to invest JPY 40-50 billion (USD 323-405 million) in the company each year.. Notable trends are: Increase in Demand for Rental Properties.

In 2019, the city in the Asia Pacific region which was the most expensive in terms of prime real estate was Hong Kong, in which prime real estate cost on average **** thousand U.S. dollars per square meter. Contrastingly, in Manila prime real estate cost on average just under *** thousand U.S. dollars per square meter in 2019

The Asia-Pacific real estate brokerage market, valued at $368.41 million in 2025, is projected to experience robust growth, driven by factors such as rapid urbanization, increasing disposable incomes, and a burgeoning middle class across key markets like China, India, and Southeast Asia. The market's Compound Annual Growth Rate (CAGR) of 4.21% from 2025 to 2033 indicates a steady expansion, fueled by rising demand for both residential and commercial properties. The residential segment is expected to remain dominant, spurred by population growth and a preference for homeownership. However, the non-residential segment, encompassing office and retail spaces, will also witness significant growth, driven by expanding businesses and increasing investment in infrastructure. Within the service segment, sales brokerage is currently leading, but rental brokerage is expected to gain momentum, particularly in densely populated urban centers. While China, India, and Japan represent the largest markets, significant growth potential exists in rapidly developing Southeast Asian economies and other countries within the region, fueled by government initiatives to improve infrastructure and attract foreign investment. Competition is intense, with established international players like CBRE Group, JLL, and Cushman & Wakefield competing alongside regional and local firms. The market's growth trajectory is, however, subject to economic fluctuations and government regulations impacting the real estate sector. The success of brokerage firms in the region will hinge on their ability to leverage technology, adapt to changing consumer preferences, and offer specialized services catering to specific market segments. This includes adopting innovative marketing strategies, leveraging data analytics for accurate market assessments, and providing personalized customer experiences. The expansion of online platforms and proptech solutions further enhances market efficiency and transparency. While challenges such as regulatory hurdles and economic uncertainties exist, the long-term outlook for the Asia-Pacific real estate brokerage market remains positive, driven by sustained economic growth and evolving consumer demand. Strategic partnerships, acquisitions, and expansion into untapped markets will be key to achieving success in this dynamic and competitive landscape. Asia-Pacific Real Estate Brokerage Market Report: 2019-2033 This comprehensive report offers an in-depth analysis of the Asia-Pacific real estate brokerage market, covering the period 2019-2033. It provides a detailed overview of market size, growth drivers, challenges, and key players, with a focus on residential and non-residential properties, sales and rental services, across major markets including China, India, Japan, Australia, South Korea, and Southeast Asia. The report leverages extensive data analysis to forecast market trends and provide valuable insights for investors, businesses, and policymakers. The base year is 2025, with estimates for 2025 and forecasts extending to 2033. Recent developments include: June 2024: Knight Frank, a prominent global property consultancy, in collaboration with Bayleys, New Zealand's premier full-service real estate firm, successfully acquired McGrath Limited, a key player in the Australian residential real estate market. This acquisition, achieved through a controlling stake purchase via a scheme of arrangement, marks a significant milestone for both entities., June 2024: REA Group disclosed its complete acquisition of Realtair, an Australian proptech firm. In 2020, REA Group made an initial investment in Realtair, securing a 37% stake in the company. This acquisition is set to bolster REA Group's agency services strategy, ensuring customers have access to top-tier digital tools at every stage of their property transactions.. Key drivers for this market are: 4., Increasing Urbanization Driving the Market4.; Regulatory Environment Driving the Market. Potential restraints include: 4., Increasing Urbanization Driving the Market4.; Regulatory Environment Driving the Market. Notable trends are: Demand for Residential Segment Driving the Market.

USD 1708.48 Billion in 2024; projected USD 2572.13 Billion by 2033; CAGR 4.62%.

The Asia-Pacific Real Estate Brokerage Market Report is Segmented by Type (Residential and Non-Residential), Service (Sales and Rental), and Country (Australia, China, India, Indonesia, Japan, Malaysia, Thailand, and Vietnam). The Report Offers Market Size and Forecasts in Value (USD) for all the Above Segments.

The average for 2021 based on 40 countries was 62.567 index points. The highest value was in Israel: 268.76 index points and the lowest value was in Tajikistan: 12.89 index points. The indicator is available from 2017 to 2021. Below is a chart for all countries where data are available.

Snapshot img

Residential Real Estate Market Size 2025-2029

The residential real estate market size is valued to increase USD 485.2 billion, at a CAGR of 4.5% from 2024 to 2029. Growing residential sector globally will drive the residential real estate market.

Major Market Trends & Insights

APAC dominated the market and accounted for a 55% growth during the forecast period.
By Mode Of Booking - Sales segment was valued at USD 926.50 billion in 2023
By Type - Apartments and condominiums segment accounted for the largest market revenue share in 2023

Market Size & Forecast

Market Opportunities: USD 41.01 billion
Market Future Opportunities: USD 485.20 billion
CAGR : 4.5%
APAC: Largest market in 2023

Market Summary

The market is a dynamic and ever-evolving sector that continues to shape the global economy. With increasing marketing initiatives and the growing residential sector globally, the market presents significant opportunities for growth. However, regulatory uncertainty looms large, posing challenges for stakeholders. According to recent reports, technology adoption in residential real estate has surged, with virtual tours and digital listings becoming increasingly popular. In fact, over 40% of homebuyers in the US prefer virtual property viewings. Core technologies such as artificial intelligence and blockchain are revolutionizing the industry, offering enhanced customer experiences and streamlined processes.
Despite these advancements, regulatory compliance remains a major concern, with varying regulations across regions adding complexity to market operations. The market is a complex and intriguing space, with ongoing activities and evolving patterns shaping its future trajectory.

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

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How is the Residential Real Estate Market Segmented and what are the key trends of market segmentation?

The residential real estate 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.

Mode Of Booking

  Sales
  Rental or lease


Type

  Apartments and condominiums
  Landed houses and villas


Location

  Urban
  Suburban
  Rural


End-user

  Mid-range housing
  Affordable housing
  Luxury housing


Geography

  North America

    US
    Canada
    Mexico


  Europe

    France
    Germany
    UK


  APAC

    Australia
    Japan
    South Korea


  South America

    Brazil


  Rest of World (ROW)

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 926.50 billion in 2019 and showed a gradual increase during the forecast period.

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Regional Analysis

APAC is estimated to contribute 55% 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.

See How Residential Real Estate Market Demand is Rising in APAC Request Free Sample

The market in the Asia Pacific (APAC) region holds a significant share and is projected to lead the global market growth. Factors fueling this expansion include the region's rapid urbanization and increasing consumer spending power. Notably, residential and commercial projects in countries like India and China are experiencing robust development. The residential real estate sector in China plays a pivotal role in the economy and serves as a major growth driver for the market.

With these trends continuing, the APAC the market is poised for continued expansion during the forecast period.

Market Dynamics

Our researchers analyzed the data with 2024 as the base year, along with the key drivers, trends, and challenges. A holistic analysis of drivers will help companies refine their marketing strategies to gain a competitive advantage.

In the Residential Real Estate Market, understanding the impact property tax rates home values and effect interest rates mortgage affordability is essential for buyers and investors. Key factors affecting home price appreciation and factors influencing housing affordability shape market trends, while the importance property due diligence process and requirements environmental site assessment ensure informed decisions. Investors benefit from methods calculating rental property roi, process home equity loan application, and benefits real estate portfolio diversification. Tools like property management software efficiency and techniques effective property marketing help tackle challenges managing rental properties. Additionally, strategies successf

Discover the booming global residential real estate market! Our comprehensive analysis reveals a $11.14 billion market in 2025, projected to grow at a 6.07% CAGR through 2033. Explore key drivers, regional trends, and leading companies shaping this dynamic industry. Recent developments include: December 2023: The Ashwin Sheth group is planning to expand its residential and commercial portfolio in the MMR (Mumbai Metropolitan Area) region, India., November 2023: Tata Realty and Infrastructure, a wholly-owned subsidiary of Tata Sons, plans to grow its business with more than 50 projects in major cities in India, Sri Lanka and the Maldives. The projects have a development potential of more than 51 million square feet.. Key drivers for this market are: Rapid urbanization, Government initiatives. Potential restraints include: Rapid urbanization, Government initiatives. Notable trends are: Increased urbanization and homeownership by elderly.