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.

Case Shiller Home Price Index in the United States increased to 341.48 points in April from 338.39 points in March of 2025. This dataset provides the latest reported value for - United States S&P Case-Shiller Home Price Index - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

Nahb Housing Market Index in the United States decreased to 32 points in June from 34 points in May of 2025. This dataset provides the latest reported value for - United States Nahb Housing Market Index - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

United States SCE: Home Price Change Expectation: 3 Years Ahead: Median Point Prediction data was reported at 4.824 % in Apr 2025. This records an increase from the previous number of 4.651 % for Mar 2025. United States SCE: Home Price Change Expectation: 3 Years Ahead: Median Point Prediction data is updated monthly, averaging 4.602 % from Jun 2013 (Median) to Apr 2025, with 143 observations. The data reached an all-time high of 5.538 % in Sep 2013 and a record low of 2.940 % in Nov 2022. United States SCE: Home Price Change Expectation: 3 Years Ahead: Median Point Prediction data remains active status in CEIC and is reported by Federal Reserve Bank of New York. The data is categorized under Global Database’s United States – Table US.H079: Survey of Consumer Expectations: House Price.

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].

New Home Sales in the United States decreased to 623 Thousand units in May from 722 Thousand units in April of 2025. This dataset provides the latest reported value for - United States New Home Sales - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

This statistic shows the opinions on change in home prices in the next 6 months according to adults in the United States in the fourth quarter 2019, by household income. Almost half of the respondents with household income exceeding 100,000 U.S. dollars at the time of the survey believed that house prices would stay the same in the following six months, whereas only 15 percent believed that they would go down.

SCE: Home Price Change Expectation: 1 Year Ahead: Median Point Prediction data was reported at 5.005 % in Apr 2025. This records an increase from the previous number of 4.936 % for Mar 2025. SCE: Home Price Change Expectation: 1 Year Ahead: Median Point Prediction data is updated monthly, averaging 4.808 % from Jun 2013 (Median) to Apr 2025, with 143 observations. The data reached an all-time high of 9.810 % in May 2021 and a record low of -2.321 % in Apr 2020. SCE: Home Price Change Expectation: 1 Year Ahead: Median Point Prediction data remains active status in CEIC and is reported by Federal Reserve Bank of New York. The data is categorized under Global Database’s United States – Table US.H079: Survey of Consumer Expectations: House Price.

Existing Home Sales in the United States increased to 4030 Thousand in May from 4000 Thousand in April of 2025. This dataset provides the latest reported value for - United States Existing Home Sales - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

S&P/Case-Shiller home price index and 12 demographic and macroeconomic factors in five metropolitan areas: Boston, Dallas, New York, Chicago, and San Francisco (SF) data were collected from the Federal Reserve Bank, FBI, and Freddie Mac. https://fred.stlouisfed.org; http://www.freddiemac.com/pmms/; https://www.philadelphiafed.org/surveys-and-data/community-development-data/consumer-credit-explorer; https://ucr.fbi.gov/crime-in-the-u.s/2005;

We conduct a field experiment with US households to study how expectations about long-run home price growth shape spending decisions. We exogenously vary survey respondents’ expectations by providing different expert forecasts. Homeowners’ spending, measured using rich home-scanner data, is inelastic to home price expectations. By contrast, renters reduce their spending when expecting higher home price growth. These patterns reflect positive endowment effects for owners from higher future wealth and negative income effects for both groups due to higher future housing costs. Our study highlights consequences of asset price growth and long-term expectations about the economy for household behavior.

Housing Index in the United States decreased to 434.90 points in April from 436.70 points in March of 2025. 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.

United States SCE: Home Price Change Uncertainty: 1 Year Ahead: Median data was reported at 4.015 % in Apr 2025. This records an increase from the previous number of 3.782 % for Mar 2025. United States SCE: Home Price Change Uncertainty: 1 Year Ahead: Median data is updated monthly, averaging 3.160 % from Jun 2013 (Median) to Apr 2025, with 143 observations. The data reached an all-time high of 4.989 % in Jul 2021 and a record low of 2.343 % in Dec 2019. United States SCE: Home Price Change Uncertainty: 1 Year Ahead: Median data remains active status in CEIC and is reported by Federal Reserve Bank of New York. The data is categorized under Global Database’s United States – Table US.H079: Survey of Consumer Expectations: House Price.

United States SCE: Home Price Change Expectation: Median data was reported at 3.259 % in Apr 2025. This records an increase from the previous number of 3.027 % for Mar 2025. United States SCE: Home Price Change Expectation: Median data is updated monthly, averaging 3.172 % from Jun 2013 (Median) to Apr 2025, with 143 observations. The data reached an all-time high of 6.224 % in May 2021 and a record low of 0.000 % in Apr 2020. United States SCE: Home Price Change Expectation: Median data remains active status in CEIC and is reported by Federal Reserve Bank of New York. The data is categorized under Global Database’s United States – Table US.H079: Survey of Consumer Expectations: House Price.

Housing Index in Germany increased to 218.58 points in May from 217.43 points in April of 2025. This dataset provides the latest reported value for - Germany House Price Index - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

Housing Index in China decreased by 3.50 percent in May from -4 percent in April of 2025. This dataset provides the latest reported value for - China Newly Built House Prices YoY Change - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

China Real Estate Employee Survey: Housing Price Expectation: Secondary Market Residential in Next Six Months: % of 'Steady or Increased' option data was reported at 57.100 % in Nov 2024. This records a decrease from the previous number of 60.400 % for Oct 2024. China Real Estate Employee Survey: Housing Price Expectation: Secondary Market Residential in Next Six Months: % of 'Steady or Increased' option data is updated monthly, averaging 51.250 % from Aug 2024 (Median) to Nov 2024, with 4 observations. The data reached an all-time high of 60.400 % in Oct 2024 and a record low of 38.900 % in Aug 2024. China Real Estate Employee Survey: Housing Price Expectation: Secondary Market Residential in Next Six Months: % of 'Steady or Increased' option data remains active status in CEIC and is reported by National Bureau of Statistics. The data is categorized under China Premium Database’s Real Estate Sector – Table CN.EA: Real Estate Employee Survey.

Graph and download economic data for Other Financial Information: Estimated Market Value of Owned Home by Quintiles of Income Before Taxes: Third 20 Percent (41st to 60th Percentile) (CXU800721LB0104M) from 1984 to 2023 about owned, market value, information, percentile, tax, financial, income, housing, estimate, and USA.

SCE: Home Price Change Expectation: 25th Percentile data was reported at -0.000 % in Apr 2025. This records a decrease from the previous number of 0.187 % for Mar 2025. SCE: Home Price Change Expectation: 25th Percentile data is updated monthly, averaging 1.049 % from Jun 2013 (Median) to Apr 2025, with 143 observations. The data reached an all-time high of 3.000 % in May 2021 and a record low of -3.000 % in Jan 2023. SCE: Home Price Change Expectation: 25th Percentile data remains active status in CEIC and is reported by Federal Reserve Bank of New York. The data is categorized under Global Database’s United States – Table US.H079: Survey of Consumer Expectations: House Price.

Housing Index in Spain increased to 2033 EUR/SQ. METRE in the first quarter of 2025 from 1972.10 EUR/SQ. METRE in the fourth quarter of 2024. This dataset provides the latest reported value for - Spain House Prices - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.