Graph and download economic data for Real Residential Property Prices for United States (QUSR628BIS) from Q1 1970 to Q2 2025 about residential, HPI, housing, real, price index, indexes, price, and USA.

House Price Index YoY in the United States decreased to 1.70 percent in September from 2.40 percent in August of 2025. This dataset includes a chart with historical data for the United States FHFA House Price Index YoY.

Graph and download economic data for All-Transactions House Price Index for the United States (USSTHPI) from Q1 1975 to Q3 2025 about appraisers, HPI, housing, price index, indexes, price, and USA.

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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.

Key information about Australia Gold Production

• Australia Real Residential Property Price Index was reported at 134.815 2010=100 in Jun 2025.
• This records an increase from the previous number of 133.974 2010=100 for Mar 2025.
• Australia Real Residential Property Price Index data is updated quarterly, averaging 48.406 2010=100 from Mar 1970 to Jun 2025, with 222 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]

Property Price Index: Prev Quarter=100: PS: SA: CF: City of Moscow data was reported at 99.960 Prev Qtr=100 in Dec 2024. This records an increase from the previous number of 97.950 Prev Qtr=100 for Sep 2024. Property Price Index: Prev Quarter=100: PS: SA: CF: City of Moscow data is updated quarterly, averaging 102.045 Prev Qtr=100 from Mar 2000 (Median) to Dec 2024, with 100 observations. The data reached an all-time high of 126.620 Prev Qtr=100 in Sep 2022 and a record low of 75.220 Prev Qtr=100 in Jun 2022. Property Price Index: Prev Quarter=100: PS: SA: CF: City of Moscow data remains active status in CEIC and is reported by Federal State Statistics Service. The data is categorized under Global Database’s Russian Federation – Table RU.EF008: Residential Property Price Index: Prev Quarter=100: Primary Sale.

Graph and download economic data for Real Residential Property Prices for Canada (QCAR628BIS) from Q1 1970 to Q2 2025 about Canada, residential, HPI, housing, real, price index, indexes, and price.

Housing Index in Malta increased to 171.93 points in the second quarter of 2025 from 169.11 points in the first quarter of 2025. This dataset provides - Malta House Price Index - actual values, historical data, forecast, chart, statistics, economic calendar and news.

In the quarter ending December 2024, the house price index in Portugal was recorded at 235.68 points, having increased by nearly six index points from the previous quarter. That was the highest value over the period under consideration.

This dataset contains 2,000 entries of house price data from all states in Malaysia, providing a comprehensive overview of the country’s real estate market for 2025. Sourced from Brickz, a trusted platform for property transaction insights, it includes detailed information such as property location, tenure, type, median prices, and transaction counts. This dataset is ideal for real estate market analysis, predictive modeling, and exploring trends across Malaysia’s diverse property market.

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Data Columns (Total 8 Columns):

1. Township: The specific township where the property is located (e.g., Cheras, Subang Jaya).
2. Area: The locality or broader area encompassing the township (e.g., Klang Valley, Penang Island).
3. State: The Malaysian state where the property is situated (e.g., Selangor, Johor, Penang).
4. Tenure: The property ownership type (e.g., Freehold, Leasehold).
5. Type: The category of property (e.g., Terrace, Condominium, Semi-Detached).
6. Median_Price: The median price (in MYR) for properties in the specified township or area.
7. Median_PSF: The median price per square foot (in MYR) for properties.
8. Transactions: The number of recorded property transactions.

Future Plans:

• Expanded Coverage: This dataset will be regularly updated with additional property data to make it even more versatile.
• Enhanced Features: Future updates may include rental prices, amenities, or property-specific details to offer deeper insights into Malaysia’s housing market.

Housing Index in Croatia increased to 223.65 points in the second quarter of 2025 from 214.18 points in the first quarter of 2025. This dataset provides - Croatia Housing Index- actual values, historical data, forecast, chart, statistics, economic calendar and news.

In July 2025, the preliminary residential property price index in Osaka Prefecture in Japan stood at *****, down from ***** index points in the previous month. The residential property price index comprises residential land, detached houses, and condominiums.

Key information about House Prices Growth

• Taiwan house prices grew 0.1% YoY in Sep 2025, following a decrease of 0.1% YoY in the previous quarter.
• YoY growth data is updated quarterly, available from Mar 2002 to Sep 2025, with an average growth rate of 15.1%.
• House price data reached an all-time high of 20.9% in Mar 2010 and a record low of -6.0% in Mar 2016.

Dataset from Urban Redevelopment Authority. For more information, visit https://data.gov.sg/datasets/d_97f8a2e995022d311c6c68cfda6d034c/view

India's residential house prices - quarterly and annual changes in house prices across cities, expert analysis and comparison with global peers.

Abstract

The Residential Property Price Index (RPPI) for South Africa was compiled by Statistics South Africa in partnership with the South African Reserve Bank and with the support of the International Monetary Fund. The source data for the RPPI are the records of property transactions registered with the Office of the Chief Registrar of Deeds (Deeds office). The RPPI is compiled using internationally accepted methods as outlined in Eurostat's Handbook on Residential Property Price Indices and the IMF's Residential Property Price Index Practical Compilation Guide. These documents are provided with the data. The indices are calculated using a rolling window time dummy hedonic regression model. The purpose of RPPIs is to measure changes in the price of residential properties, such as houses, townhouses and flats, purchased by households. Both new and existing dwellings are covered, independently of their final use and their previous owners. Only market prices are considered, including the price of the land on which residential buildings are located.

Analysis unit

Other

Kind of data

Administrative records

Mode of data collection

Other

In 2024, the town house price index in Thailand reached ***** points. The country's price index of single-detached houses and town houses has increased since 2015.

The house price index in Germany increased steadily from 2015 to 2022, followed by a decline until the first quarter of 2024. The index amounted to 100 in 2015 and, at its peak in the second quarter of 2022, exceeded 167 index points, meaning that house prices had risen by 67 percent during that period. Among the leading residential real estate markets in Germany, Munich had the highest square meter price for apartments.

Housing Index in Norway decreased to 356.79 points in October from 358.29 points in September of 2025. This dataset provides the latest reported value for - Norway House Price Index - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.