Residential Property Prices in the United States increased 2.50 percent in March of 2025 over the same month in the previous year. This dataset includes a chart with historical data for the United States Residential Property Prices.

Graph and download economic data for Real Residential Property Prices for United States (QUSR368BIS) from Q1 1971 to Q1 2025 about residential, housing, real, price, and USA.

Residential Property Prices in Brazil increased 6.89 percent in March of 2025 over the same month in the previous year. This dataset includes a chart with historical data for Brazil Residential Property Prices.

Residential Property Prices in Russia increased 17.05 percent in March of 2025 over the same month in the previous year. This dataset includes a chart with historical data for Russia Residential Property Prices.

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].

Graph and download economic data for Residential Property Prices for Brazil (QBRN628BIS) from Q1 2001 to Q1 2025 about Brazil, residential, HPI, housing, price index, indexes, and price.

In 2022, house price growth in the UK slowed, after a period of decade-long increase. Nevertheless, in March 2025, prices reached a new peak, with the average home costing ******* British pounds. This figure refers to all property types, including detached, semi-detached, terraced houses, and flats and maisonettes. Compared to other European countries, the UK had some of the highest house prices. How have UK house prices increased over the last 10 years? Property prices have risen dramatically over the past decade. According to the UK house price index, the average house price has grown by over ** percent since 2015. This price development has led to the gap between the cost of buying and renting a property to close. In 2023, buying a three-bedroom house in the UK was no longer more affordable than renting one. Consequently, Brits have become more likely to rent longer and push off making a house purchase until they have saved up enough for a down payment and achieved the financial stability required to make the step. What caused the recent fluctuations in house prices? House prices are affected by multiple factors, such as mortgage rates, supply, and demand on the market. For nearly a decade, the UK experienced uninterrupted house price growth as a result of strong demand and a chronic undersupply. Homebuyers who purchased a property at the peak of the housing boom in July 2022 paid ** percent more compared to what they would have paid a year before. Additionally, 2022 saw the most dramatic increase in mortgage rates in recent history. Between December 2021 and December 2022, the **-year fixed mortgage rate doubled, adding further strain to prospective homebuyers. As a result, the market cooled, leading to a correction in pricing.

Key information about House Prices Growth

• US house prices grew 5.2% YoY in Dec 2024, following an increase of 5.4% YoY in the previous quarter.
• YoY growth data is updated quarterly, available from Mar 1992 to Dec 2024, with an average growth rate of 5.4%.
• House price data reached an all-time high of 17.7% in Sep 2021 and a record low of -12.4% in Dec 2008.

Views: 1327 Openness rating: Dataset Actions View showcases with this dataset Contact dataset owner Residential Property Price Index

Turkey experienced the highest annual change in house prices in 2024, followed by Bulgaria and Russia. In the fourth quarter of the year, the nominal house price in Turkey grew by **** percent, while in Bulgaria and Russia, the increase was ** and ** percent, respectively. Meanwhile, many countries saw prices fall throughout the year. That has to do with an overall cooling of the global housing market that started in 2022. When accounting for inflation, house price growth was slower, and even more countries saw the market shrink.

Residential Property Prices in China decreased 7.52 percent in March of 2025 over the same month in the previous year. This dataset includes a chart with historical data for China Residential Property Prices.

Key information about Australia Gold Production

• Australia Real Residential Property Price Index was reported at 134.266 2010=100 in Sep 2024.
• This records an increase from the previous number of 132.982 2010=100 for Jun 2024.
• Australia Real Residential Property Price Index data is updated quarterly, averaging 49.675 2010=100 from Mar 1970 to Sep 2024, with 219 observations.
• The data reached an all-time high of 141.875 2010=100 in Mar 2022 and a record low of 31.307 2010=100 in Mar 1970.
• Australia Real Residential Property Price Index data remains active status in CEIC and is reported by Bank for International Settlements.
• The data is categorized under World Trend Plus’s Association: Property Sector – Table RK.BIS.RPPI: Selected Real Residential Property Price Index: 2010=100: Quarterly. [COVID-19-IMPACT]

This statistic shows the average property price in the United States in 2011, by property type. Damaged REOs cost an average of ******* U.S. dollars in the U.S. that year. The abbreviation REO stands for real estate owned properties.

In March 2025, the preliminary residential property price index for detached houses in Japan stood at ***** points, up by *** percent compared to a month earlier. Apart from single-family homes, the residential property price index comprises residential land and condominiums.

Residential Property Prices in Serbia increased 5.31 percent in March of 2025 over the same month in the previous year. This dataset includes a chart with historical data for Serbia Residential Property Prices.

In the observed period, the highest annual increase in residential property prices in Poland's primary market was recorded in the first quarter of 2024, where apartment prices increased by over ** percent year-on-year. The highest growth in the secondary market was also recorded in the first quarter of 2024 by **** percent y/y. In the second quarter of 2024, the prices of residential properties increased by nearly ** percent compared to the same period last year.

China Property Price: YTD Avg: Residential: Overall data was reported at 9,935.647 RMB/sq m in Mar 2025. This records a decrease from the previous number of 9,948.777 RMB/sq m for Feb 2025. China Property Price: YTD Avg: Residential: Overall data is updated monthly, averaging 5,392.835 RMB/sq m from Mar 1998 (Median) to Mar 2025, with 325 observations. The data reached an all-time high of 11,228.093 RMB/sq m in Feb 2021 and a record low of 1,757.931 RMB/sq m in Apr 1999. China Property Price: YTD Avg: Residential: Overall data remains active status in CEIC and is reported by National Bureau of Statistics. The data is categorized under China Premium Database’s Price – Table CN.PD: NBS: Property Price: Residential: Monthly.

Residential Property Prices in Poland increased 10.40 percent in December of 2024 over the same month in the previous year. This dataset includes a chart with historical data for Poland Residential Property Prices.

Key information about China Nominal Residential Property Price Index

• China Nominal Residential Property Price Index was reported at 124.927 2010=100 in Sep 2024.
• This records a decrease from the previous number of 128.212 2010=100 for Jun 2024.
• China Nominal Residential Property Price Index data is updated quarterly, averaging 111.271 2010=100 from Jun 2005 to Sep 2024, with 78 observations.
• The data reached an all-time high of 145.913 2010=100 in Sep 2021 and a record low of 75.868 2010=100 in Jun 2005.
• China Nominal Residential Property Price Index data remains active status in CEIC and is reported by Bank for International Settlements.
• The data is categorized under World Trend Plus’s Association: Property Sector – Table RK.BIS.RPPI: Selected Nominal Residential Property Price Index: 2010=100: Quarterly.

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.