The number of U.S. home sales in the United States declined in 2024, after soaring in 2021. A total of four million transactions of existing homes, including single-family, condo, and co-ops, were completed in 2024, 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 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. Are U.S. home prices expected to fall? The median sales price of existing homes stood at 413,000 U.S. dollars in 2024 and was forecast to increase slightly until 2026. 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.

Key information about House Prices Growth

• US house prices grew 3.3% YoY in Sep 2025, following an increase of 4.1% YoY in the previous quarter.
• YoY growth data is updated quarterly, available from Mar 1992 to Sep 2025, with an average growth rate of -12.4%.
• House price data reached an all-time high of 17.7% in Sep 2021 and a record low of -12.4% in Dec 2008.

The average sales price of new homes in the United States experienced a slight decrease in 2024, dropping to 512,2000 U.S. dollars from the peak of 521,500 U.S. dollars in 2022. This decline came after years of substantial price increases, with the average price surpassing 400,000 U.S. dollars for the first time in 2021. The recent cooling in the housing market reflects broader economic trends and changing consumer sentiment towards homeownership. Factors influencing home prices and affordability The rapid rise in home prices over the past few years has been driven by several factors, including historically low mortgage rates and increased demand during the COVID-19 pandemic. However, the market has since slowed down, with the number of home sales declining by over two million between 2021 and 2023. This decline can be attributed to rising mortgage rates and decreased affordability. The Housing Affordability Index hit a record low of 98.1 in 2023, indicating that the median-income family could no longer afford a median-priced home. Future outlook for the housing market Despite the recent cooling, experts forecast a potential recovery in the coming years. The Freddie Mac House Price Index showed a growth of 6.5 percent in 2023, which is still above the long-term average of 4.4 percent since 1990. However, homebuyer sentiment remains low across all age groups, with people aged 45 to 64 expressing the most pessimistic outlook. The median sales price of existing homes is expected to increase slightly until 2025, suggesting that affordability challenges may persist in the near future.

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Description:

A simple yet challenging project, to predict the housing price based on certain factors like house area, bedrooms, furnished, nearness to mainroad, etc. The dataset is small yet, it's complexity arises due to the fact that it has strong multicollinearity. Can you overcome these obstacles & build a decent predictive model?

Acknowledgement:

Harrison, D. and Rubinfeld, D.L. (1978) Hedonic prices and the demand for clean air. J. Environ. Economics and Management 5, 81–102. Belsley D.A., Kuh, E. and Welsch, R.E. (1980) Regression Diagnostics. Identifying Influential Data and Sources of Collinearity. New York: Wiley.

Objective:

• Understand the Dataset & cleanup (if required).
• Build Regression models to predict the sales w.r.t a single & multiple feature.
• Also evaluate the models & compare thier respective scores like R2, RMSE, etc.

The U.S. housing market has slowed, after ** consecutive years of rising home prices. In 2021, house prices surged by an unprecedented ** percent, marking the highest increase on record. However, the market has since cooled, with the Freddie Mac House Price Index showing more modest growth between 2022 and 2024. In 2024, home prices increased by *** percent. That was lower than the long-term average of *** percent since 1990. Impact of mortgage rates on homebuying The recent cooling in the housing market can be partly attributed to rising mortgage rates. After reaching a record low of **** percent in 2021, the average annual rate on a 30-year fixed-rate mortgage more than doubled in 2023. This significant increase has made homeownership less affordable for many potential buyers, contributing to a substantial decline in home sales. Despite these challenges, forecasts suggest a potential recovery in the coming years. How much does it cost to buy a house in the U.S.? In 2023, the median sales price of an existing single-family home reached a record high of over ******* U.S. dollars. Newly built homes were even pricier, despite a slight decline in the median sales price in 2023. Naturally, home prices continue to vary significantly across the country, with West Virginia being the most affordable state for homebuyers.

The average house price in Denmark increased sharply in 2021, but growth slowed down to approximately *** percent in 2022. According to the forecast, 2023 is going to see house prices fall by almost **** percent. In 2024, house prices are expected to decrease further by about *** percent. As of 2021, the average sales price of single family homes in Denmark amounted to over *** Danish kroner.

The Spain residential real estate market size was USD 145.18 Billion in 2022 and is likely to reach USD 264.67 Billion by 2031, expanding at a CAGR of 6.9% during 2023–2031. The growth of the market is attributed to the increase in construction as well as population.

Spain’s real estate market is posting a positive trend, especially in terms of demand. The revival in house sales was high in 2021. For instance, 468,000 transactions were completed by October 2021, a growth of 35.9% compared to 2020 and up by 8.3% on 2019. The activity in the residential sector was highest since 2008. A large part of this revival in demand has come from a reduction in pent-up demand and the forced savings accumulated during the months of lockdown and severely restricted travel, combined with highly favorable financing conditions, which make it more attractive to buy and invest in real estate assets. The residential sector is therefore on track to close 2021 with 545,000 sales in the year as a whole.

Before the pandemic began, the residential real estate market in Spain was growing at a healthy pace, which was then dented by Covid-19 as the construction of housing units came down. However, in 2021, the market was back on track with increase in construction.



As per the latest data from the Appraisal Society, it indicates that the price of new housing has remained stable, in a context of increased sales and improvement in economic indicators. The average price of new homes has grown 0.4% in Spain over the last 12 months to Euro 2,482 (approximately USD 2812) per square meter. This slight increase has been generalized and has been registered in 16 of the 17 autonomous communities.



The economic consequences of the Covid crisis made a dent in the real estate market, and has reflected in the 16.7% collapse of sales in Spain in 2020 to 419,898 transactions. As a result, experimental ways of life are introduced into the real estate market to compensate for the lack of social interaction between people.

Spain Residential Real Estate Market Trends, Drivers, Restraints, and Opportunities

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Housing Index in Sweden increased to 959 points in the third quarter of 2025 from 945 points in the second quarter of 2025. This dataset provides - Sweden House Price Index - actual values, historical data, forecast, chart, statistics, economic calendar and news.

Real Estate Market size was valued at USD 3.69 Billion in 2021 and is poised to grow from USD 3.88 Billion in 2022 to USD 5.82 Billion by 2030, at a CAGR of 5.20 % during the forecast period (2023-2030).

The period from 2001 to 2021 was marked by significant ups and downs in the USA real estate market, reflecting broader economic trends and societal shifts. While the market has shown resilience and adaptability over time, ongoing challenges and uncertainties underscore the importance of careful monitoring and thoughtful policy responses to ensure a stable and inclusive housing market in the years to come.

Snapshot img

Real Estate Market Size 2025-2029

The real estate market size is valued to increase USD 1258.6 billion, at a CAGR of 5.6% from 2024 to 2029. Growing aggregate private investment will drive the real estate market.

Major Market Trends & Insights

APAC dominated the market and accounted for a 64% growth during the forecast period.
By Type - Residential segment was valued at USD 1440.30 billion in 2023
By Business Segment - Rental segment accounted for the largest market revenue share in 2023

Market Size & Forecast

Market Opportunities: USD 48.03 billion
Market Future Opportunities: USD 1258.60 billion
CAGR from 2024 to 2029 : 5.6%

Market Summary

In the dynamic realm of global real estate, private investment continues to surge, reaching an impressive USD 2.6 trillion in 2020. This significant influx of capital underscores the sector's enduring appeal to investors, driven by factors such as stable returns, inflation hedging, and the ongoing demand for shelter and commercial real estate space. Simultaneously, marketing initiatives have gained momentum, with digital platforms and virtual tours becoming increasingly popular.
However, regulatory uncertainty looms, posing challenges for market participants. Amidst this complex landscape, real estate remains a vital component of the global economy, continually evolving to meet the shifting needs of businesses and individuals alike.

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

Get Key Insights on Market Forecast (PDF) Request Free Sample

How is the Real Estate Market Segmented ?

The 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.

Type

  Residential
  Commercial
  Industrial


Business Segment

  Rental
  Sales


Manufacturing Type

  New construction
  Renovation and redevelopment
  Land development


Geography

  North America

    US
    Canada


  Europe

    Germany
    UK


  APAC

    Australia
    China
    India
    Japan
    South Korea


  South America

    Brazil


  Rest of World (ROW)

By Type Insights

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

Amidst the dynamic real estate landscape, the residential sector encompasses the buying and selling of various dwelling types, including single-family homes, apartments, townhouses, and more. This segment experiences continuous growth, fueled by increasing millennial homeownership rates and urbanization trends. Notably, the APAC region, specifically China, dominates the market share, driven by escalating homeownership numbers. Concurrently, the Indian real estate sector thrives due to the demand for affordable housing, with initiatives like Pradhan Mantri Awas Yojana (PMAY) spurring the development of affordable housing projects. In this evolving market, various aspects such as environmental impact studies, capital appreciation potential, title insurance coverage, building lifecycle costs, mortgage interest rates, and structural engineering analysis play crucial roles.

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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.

Property tax appeals, property insurance premiums, property tax assessments, property marketing strategies, building material pricing, property management software, land surveying techniques, zoning regulations compliance, architectural design features, building code compliance, multifamily property management, rental yield calculations, construction cost estimation, energy efficiency ratings, green building certifications, tenant screening processes, investment property returns, property development plans, geotechnical site investigations, sustainable building practices, due diligence procedures, HVAC system efficiency, property renovation costs, market value appraisals, building permit acquisition, and property valuation models significantly impact the sector's progression. As of 2021, the market is projected to reach a value of USD 33.3 trillion, underscoring its substantial influence on the global economy.

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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.

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

The APAC region held the largest share of the market in 2024, driven by factors such as rapid urbanization and increasing spending capacity. This trend is expected to continue during the forecast period. The overall health of the economy signi

The global residential real estate market size is projected to grow from USD 11.619 trillion in 2025 to USD 23.493 trillion by 2033, exhibiting a CAGR of 9.2%.
Report Scope:

Real estate ads in Russia are published on the websites avito.ru, realty.yandex.ru, cian.ru, sob.ru, youla.ru, n1.ru, moyareklama.ru. The ads-api.ru service allows you to upload real estate ads for a fee. The parser of the service works strangely and duplicates real estate ads in the database if the authors extended them after some time. Also in the Russian market there are a lot of outbids (bad realtors) who steal ads and publish them on their own behalf. Before publishing this dataset, my task was to select the original ad from a bunch of ads. Russian real estate services allow ad authors to manually write data about an apartment or house. Therefore, it often happens that a user can publish an ad with errors or typos. Also, the user may not know, for example, the type of walls near his house. The user also specifies the address of the object being sold. He may make a mistake and simply indicate the address, for example, "Moscow". Which street? Which house? We will never know.

Dataset

The real estate market in Russia is of two types, in the dataset it is used as object type 0 - Secondary real estate market; 2 - New building. I found it necessary to determine the geolocation for each ad address and add the coordinates to this dataset. Also there is a number of the region of Russia. For example, the number of the Chuvash region is 21. Additionally, there is a house number that is synchronized through the federal public database of the Federal Tax Service "FIAS". Since the data is obtained through a paid third party service, I cannot publish the results, however, I can anonymize them and publish parameters such as Street ID and House ID. Basically, all houses are built from blocks such as brick, wood, panel and others. I marked them with numbers: building type - 0 - Don't know. 1 - Other. 2 - panel. 3 - Monolithic. 4 - Brick. 5 - blocky. 6- Wooden

The number of rooms can also be as 1, 2 or more. However, there is a type of apartment that is called a studio apartment. I've labeled them "-1".

Ideas

I hope that the publication of this dataset will improve developments in the field of global real estate. You can create apartment price forecasts. You can analyze real estate markets. You can understand that there is a need to publish free real estate datasets. And much more

Others

The license for this dataset is public, you can use it in your scientific research, design work and other works. The only condition is the publication of a link to this dataset. You can send suggestions (or complaints) on the dataset by mail daniilakk@gmail.com

Discover the booming US luxury residential market! This comprehensive analysis reveals key trends, growth drivers, and top players in NYC, LA, San Francisco & more. Learn about market size, CAGR, and future projections to 2033. Invest wisely in luxury real estate! Recent developments include: October 2021: Toll Brothers Inc. - the country's leading builder of luxury homes, through its Toll Brothers Campus Living Division and CanAm Capital Partners - the private equity affiliate of CanAm enterprises and a leading provider of project-level structured debt and equity solutions, announced the formation of a new joint venture. This joint venture will develop Lapis, a 1086-bed 293-unit luxury student housing community at Florida International University (FIU) in Miami, Florida. The community will offer luxury amenities, multiple study lounges, high-speed internet throughout the community, a resort-style pool, fitness center, bike storage, club room, outdoor kitchens, business center, and secured garage., November 2021: Toll Brothers Inc. - the nation's leading builder of luxury homes, through its Toll Brothers Apartment Living rental division and Sundance Bay - a leading private real estate investment and operating firm, announced the formation of a new joint venture to develop Broad & Noble. It is a 344-unit mixed-use rental apartment community in Philadelphia, Pa. This 18-story high-rise building will feature high-end luxury finishes, a fitness center, music, media, and podcast rooms; a conservatory and private dining rooms; a yoga and cycling studio, sky lounge with an outdoor deck area. Additionally, it will consist landscaped plaza, private storage areas, an access-controlled garage with bike storage, and a pet spa.. Notable trends are: Home Automation Becoming a Pre-requisite for Luxury Real Estate.

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Metaverse Real Estate Market Size 2024-2028

The metaverse real estate market size is forecast to increase by USD 11.58 billion, at a CAGR of 73.6% between 2023 and 2028.

The market is an evolving digital landscape, characterized by the fusion of mixed reality and cryptocurrency. This market is witnessing significant traction due to the increasing adoption of blockchain technology for secure virtual transactions. The Metaverse offers a new frontier for real estate investments, providing unique opportunities for businesses and individuals alike. The market's dynamics are shaped by several factors. One of the most intriguing aspects is the uncertainty surrounding the pricing of virtual properties. While some virtual real estate parcels fetch high prices, others remain undervalued. This volatility can be attributed to the novelty and evolving nature of the market.
Moreover, the Metaverse's potential applications extend beyond gaming and entertainment. Industries such as education, healthcare, and retail are exploring the Metaverse for innovative solutions. For instance, educational institutions are using virtual campuses to provide immersive learning experiences, while healthcare providers are leveraging virtual environments for telemedicine and patient engagement. Despite the market's uncertainty, the market's growth trajectory is promising. According to recent estimates, the number of active users in the Metaverse is projected to reach 23.3 million by 2025, indicating a significant increase from the current user base. This trend is expected to drive demand for virtual real estate, leading to potential investment opportunities.
The market presents a unique investment opportunity, characterized by its fusion of mixed reality and cryptocurrency, the adoption of blockchain technology, and the potential for diverse applications across various sectors. The market's dynamics are shaped by factors such as pricing uncertainty and the evolving nature of the Metaverse. Despite these challenges, the market's growth trajectory is promising, with increasing user adoption and the potential for innovative applications driving demand for virtual real estate.

Major Market Trends & Insights

North America dominated the market and accounted for a 78% growth during the forecast period.
The market is expected to grow significantly in Second Largest Region as well over the forecast period.
By the End-user, the Enterprises sub-segment was valued at USD 225.80 billion in 2022
By the Type, the Virtual Land sub-segment accounted for the largest market revenue share in 2022

Market Size & Forecast

Market Opportunities: USD 1.25 billion
Future Opportunities: USD USD 11.58 billion 
CAGR : 73.6%
North America: Largest market in 2022

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

Get Key Insights on Market Forecast (PDF) Request Free Sample

Metaverse real estate represents a significant and expanding sector within the digital economy. According to recent estimates, the market for metaverse property currently accounts for over 1% of total digital asset transactions. Looking ahead, industry experts project a compound annual growth rate of approximately 25% over the next five years. Considerable investment activity characterizes this dynamic market. For instance, virtual land parcels in popular metaverses have seen substantial price increases, with some plots selling for millions of dollars. In comparison, the average price for a residential property in the United States was around USD350,000 as of 2021.
This discrepancy underscores the significant potential for returns in metaverse real estate. Moreover, the market encompasses a diverse range of offerings. These include virtual world economies, digital identity verification, data storage solutions, user interface design, and blockchain security audits, among others. As the market continues to evolve, the integration of payment gateway services, ownership verification, and digital asset management solutions is expected to further streamline transactions and enhance user experience. Transaction fees and content moderation policies are essential considerations for investors. While fees vary between platforms, they can impact potential returns. Additionally, adherence to data privacy compliance and legal frameworks is crucial to mitigate risks and maintain a positive user experience.
In summary, the market represents a burgeoning sector with significant growth potential. Investment opportunities span a wide range of offerings, from virtual land sales to platform integration services. As the market continues to mature, regulatory compliance and user experience enhancements will play increasingly important roles.

How is this Metaverse Real Estate Industry segmented?

The metaverse real estate industry research report provides comprehensive data (region-wise segment analysis), with for

Graph and download economic data for Median Sales Price of Houses Sold for the United States (MSPUS) from Q1 1963 to Q2 2025 about sales, median, housing, and USA.

The Scandinavian residential real estate market size is anticipated to expand at significant CAGR during forecast period 2021–2028. Growth of the market is attributed to rapid urbanization, rapid development in Scandinavian countries, strict regulation by government on zoning, and rising immigration.

For groups of people, individuals, and families the houses are built under residential real estate. The residential type contains townhouses, single-family homes, condominiums, apartments, and other types of living arrangements. The permanent improvements such as bridges, water, fences, trees, homes, minerals, and buildings attached to the land, made by naturally & humans including real estate. Raw land, commercial, residential, industrial, and special uses are five main categories of real estate.



The covid-19 pandemic impacted the Scandinavian residential real estate market. Decreasing supply of raw materials, lockdown across the globe, and supply chain disorders forced companies to close down production leading to unfortunate decline in market growth. Launch of vaccines to combat the Covid-19 pandemic is expected to contribute to the market growth over the forecast period.

Scandinavian Residential Real Estate Market Trends, Drivers, Restraints, and Opportunities

• Increasing number of household development project is estimated to boost the market.


• Rapid innovations in construction sector are the major factor fueling the market.


• Lack of awareness about residential real estate is projected to restrict the market expansion during the forecast period.


• High price of services is anti

The Egypt residential real estate market exhibits robust growth potential, with a market size of $20.02 billion in 2025 and a projected Compound Annual Growth Rate (CAGR) of 10.96% from 2025 to 2033. This expansion is driven by several factors. A burgeoning population, particularly a growing middle class, fuels increased demand for housing. Furthermore, government initiatives aimed at infrastructure development and affordable housing projects are stimulating market activity. Tourism's resurgence contributes positively, boosting demand for vacation homes and investment properties. The market is segmented by property type, with apartments and condominiums representing a significant portion, followed by villas and landed houses catering to higher-income segments. Leading developers such as Orascom Development Egypt, Ora Developers, and Emaar Misr are key players shaping the market landscape, contributing significantly to new construction and overall supply. While challenges such as fluctuating economic conditions and inflation exist, the long-term outlook remains optimistic given the sustained population growth and the government's focus on infrastructural improvements and housing provision. The market's segmentation allows for targeted investment strategies depending on risk tolerance and return expectations. The forecast period (2025-2033) promises continued growth, although the rate might fluctuate based on global economic trends and domestic policies. Competition amongst developers is intense, driving innovation in design, amenities, and sustainable practices. The market is ripe for investment, offering diverse opportunities across various segments and price points. However, a comprehensive risk assessment is crucial given macroeconomic factors and regulatory changes. The focus on sustainable and smart housing solutions, coupled with the growing preference for technologically advanced amenities within residential complexes, represents a significant ongoing trend. The next decade will likely witness considerable transformation within the Egyptian residential real estate market, driven by a combination of technological innovation, economic development, and evolving consumer preferences. Recent developments include: November 2022: Wadi Degla Developments, an Egyptian developer, launched the Club Town new residential project in New Degla, Maadi, South Cairo, for EGP 1.5 billion (USD 61 million). The three-phase project spans 70 acres and includes 550 residential units and a commercial area. Breeze, part of Club Town's Phase I, is expected to be delivered between 2024 and 2026, according to the statement. Between 2022 and 2023, the developer intended to complete more than 1,500 units., October 2022: SODIC, the parent company of Orascom Development Egypt, offered to buy Orascom Real Estate for USD 125 million. In 2021, Abu Dhabi's Aldar Properties and state holding company ADQ purchased a controlling stake in SODIC. The purchase of Orascom Real Estate was expected to further expand their Egyptian real estate business. The offer came as Egypt sought billions of dollars in Gulf investment as it grappled with the financial consequences of the Ukraine conflict, such as rising commodity prices.. Key drivers for this market are: Increasing Private Investment in Real Estate Sector, Growth in the Luxury Housing Market. Potential restraints include: Increasing Private Investment in Real Estate Sector, Growth in the Luxury Housing Market. Notable trends are: Increasing Private Investment in Real Estate Sector Driving the Market.

Global Commercial Real Estate market size 2021 was recorded $7521.77 Billion whereas by the end of 2025 it will reach $9104.5 Billion. According to the author, by 2033 Commercial Real Estate market size will become $13339.2. Commercial Real Estate market will be growing at a CAGR of 4.89% during 2025 to 2033.

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.