Single Family Home Prices in the United States increased to 415200 USD in October from 412300 USD in September of 2025. This dataset provides - United States Existing Single Family Home Prices- actual values, historical data, forecast, chart, statistics, economic calendar and news.

Housing Index in China remained unchanged at -2.20 percent in October. 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.

Graph and download economic data for All-Transactions House Price Index for Virginia Beach-Norfolk-Newport News, VA-NC (MSA) (ATNHPIUS47260Q) from Q3 1976 to Q3 2025 about Virginia Beach, VA, NC, appraisers, HPI, housing, price index, indexes, price, and USA.

Graph and download economic data for All-Transactions House Price Index for Newport News city, VA (ATNHPIUS51700A) from 1975 to 2024 about Newport News City, VA; Virginia Beach; VA; HPI; housing; price index; indexes; price; and USA.

Housing Index in Hong Kong increased to 143.46 points in November 23 from 142.49 points in the previous week. This dataset provides - Hong Kong House Price Index - actual values, historical data, forecast, chart, statistics, economic calendar and news.

Housing Index in the United States decreased to 435.40 points in September from 435.60 points in August 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.

Overview with Chart & Report: House Price Index y/y measures average changes in the value of single-family homes in the US in the given month compared to the same period of the previous year. Higher housing prices can strengthen

Context

This dataset contains Real Estate listings in the US broken by State and zip code.

Download

kaggle API Command !kaggle datasets download -d ahmedshahriarsakib/usa-real-estate-dataset

Content

The dataset has 1 CSV file with 10 columns -

1. realtor-data.csv (2,226,382 entries)
   • brokered by (categorically encoded agency/broker)
   • status (Housing status - a. ready for sale or b. ready to build)
   • price (Housing price, it is either the current listing price or recently sold price if the house is sold recently)
   • bed (# of beds)
   • bath (# of bathrooms)
   • acre_lot (Property / Land size in acres)
   • street (categorically encoded street address)
   • city (city name)
   • state (state name)
   • zip_code (postal code of the area)
   • house_size (house area/size/living space in square feet)
   • prev_sold_date (Previously sold date)

NB: 1. brokered by and street addresses were categorically encoded due to data privacy policy 2. acre_lot means the total land area, and house_size denotes the living space/building area

Acknowledgements

Data was collected from - - https://www.realtor.com/ - A real estate listing website operated by the News Corp subsidiary Move, Inc. and based in Santa Clara, California. It is the second most visited real estate listing website in the United States as of 2024, with over 100 million monthly active users.

Cover Image

Image by Mohamed Hassan from Pixabay

Disclaimer

The data and information in the data set provided here are intended to use for educational purposes only. I do not own any data, and all rights are reserved to the respective owners.

Inspiration

• Can we predict housing prices based on the features?
• How are housing price and location attributes correlated?
• What is the overall picture of the USA housing prices w.r.t. locations?
• Do house attributes (bedroom, bathroom count) strongly correlate with the price? Are there any hidden patterns?

After a long period of steady increase in real estate prices in Spain, the market was hit by the global financial crisis of 2007, resulting in the burst of the Spanish property bubble. House prices have since picked up and in 2023, the average square meter price reached 2,809 euros - just slightly below 2008 levels. Though prices have risen across the whole country, some regions, such as the Balearic Islands, Catalonia, Madrid, and Andalusia, experienced faster growth than others. Additionally, the gap between newly built and existing home prices has widened. Spain’s real estate market behind others The property market has made great progress, but it is still far off the rest of its European counterparts, and it is positioned, in fact, at the bottom of the European list of the EMF’s house price index, which is led by Czechia and Portugal. Supply is a major factor influencing the price development. Many European countries suffer housing shortages due to sluggish construction activity, and Spain is no exception. In 2022, ranked among the countries with the lowest number of residential construction starts per 1,000 citizens in Europe. Buying vs renting As happens with many other countries, the affordability of buying a home and renting will differ considerably dependent on the area. In 2022, the average Spanish citizen needed between five and 18 years to purchase an average priced property in their region with their full salary, with Murcia and La Rioja being the most affordable regions. The house price to rent index shows that house price growth has been much faster than rental growth. That is good news for homeowners whose homes appreciate over time, but an issue for renters who are yet to purchase a property.

The average Canadian house price declined slightly in 2023, after four years of consecutive growth. The average house price stood at ******* Canadian dollars in 2023 and was forecast to reach ******* Canadian dollars by 2026. Home sales on the rise The number of housing units sold is also set to increase over the two-year period. From ******* units sold, the annual number of home sales in the country is expected to rise to ******* in 2025. British Columbia and Ontario have traditionally been housing markets with prices above the Canadian average, and both are set to witness an increase in sales in 2025. How did Canadians feel about the future development of house prices? When it comes to consumer confidence in the performance of the real estate market in the next six months, Canadian consumers in 2024 mostly expected that the market would go up. A slightly lower share of the respondents believed real estate prices would remain the same.

Housing Index in the United Kingdom increased to 517.10 points in October from 514.20 points in September of 2025. This dataset provides - United Kingdom House Price Index - actual values, historical data, forecast, chart, statistics, economic calendar and news.

Graph and download economic data for Housing Inventory: Average Listing Price Year-Over-Year in Newport News City, VA (AVELISPRIYY51700) from Jul 2017 to Oct 2025 about Newport News City, VA; Virginia Beach; VA; average; listing; price; and USA.

Housing Index in Slovakia increased to 198.85 points in the second quarter of 2025 from 194.60 points in the first quarter of 2025. This dataset provides - Slovakia House Price Index - actual values, historical data, forecast, chart, statistics, economic calendar and news.

Context

Toronto Home Price Index This Dataset contains in CSV format the monthly housing price information as published by the Toronto Regional Real Estate Board (TRREB) and Canadian Real Estate Association (CREA) as made public via their website and is based on the MLS Home Price Index. https://trreb.ca/index.php/market-news/mls-home-price-index

Content

Location - Neighbourhood in the Greater Toronto Area * Comp - "Comp" stands for composite and takes into account the various types of housing into a single value. * SFDetach - "SFDetach" stands for Single Family Detached Home, or commonly referred to as houses * SFAttach - "SFAttach" stands for Single Family Attached Home * THouse - "THouse" stands for Townhouses * Apart - "Apart" is the abbreviation for Apartments or Condominuims

All prices mentioned under "Benchmark" columns are depicted in Canadian Dollars All YoY Changes are in context of "Percentages"

Acknowledgements

Special thanks goes to TRREB and CREA for publishing updated Housing price information in the Greater Toronto Area. https://trreb.ca/index.php/market-news/mls-home-price-index

The price of residential property in New Zealand was the highest in the Auckland region in October 2025, with an average sale price of over *** million New Zealand dollars. The most populated city in the country, Auckland, has consistently reported higher house prices compared to most other regions. Buying property in New Zealand, particularly in its major cities, is expensive. The nation has one of the highest house-price-to-income ratios in the world. Auckland residential market The residential housing market in Auckland is competitive. Prices have been slowly decreasing although the Auckland region experienced an annual increase in the average residential house price in October 2025 compared to the same month in the previous year. The price of residential property in Auckland was the highest in the Auckland City district, with an average sale price of around **** million New Zealand dollars. Home financing Due to the rising cost of real estate, an increasing number of New Zealanders who want to own their own property are taking on mortgages. Most residential mortgage lending in New Zealand went to owner-occupier borrowers, followed by first home buyers. In addition to mortgage lending, previously under the KiwiSaver HomeStart initiative, first-home buyers in New Zealand were able to apply to withdraw all or part of their KiwiSaver retirement savings to assist with purchasing a first home. Nonetheless, the scheme was discontinued in May 2024. Furthermore, even with a large initial deposit, it may take decades for many borrowers to pay off their mortgage.

Graph and download economic data for Housing Inventory: Median Listing Price Month-Over-Month in Newport News City, VA (MEDLISPRIMM51700) from Jul 2017 to Oct 2025 about Newport News City, VA; Virginia Beach; VA; listing; median; price; and USA.

Housing prices and number of transactions by dwelling type.

House sales not at full market value are excluded.

Ownership of this dataset remains with the Communities and Local Government (CLG). Information can only be reproduced if the source is fully acknowledged.

The Land Registry (LR) and CLG have provided these datasets drawn from the Land Register.

Information on outliers, that is transactions involving a very low or very high price, is included so that users can take their impact into account when using the data.

Available for Middle Layer Super Output Area (MSOA).

NOTE: This data has not been updated since 2009.

See more on the ONS NESS website.

Graph and download economic data for Housing Inventory: Median Listing Price per Square Feet in Virginia Beach-Norfolk-Newport News, VA-NC (CBSA) (MEDLISPRIPERSQUFEE47260) from Jul 2016 to Oct 2025 about Virginia Beach, square feet, VA, NC, listing, median, price, and USA.

About Dataset

Source

The source of this dataset is REDFIN Data Center. To download the latest dataset available, please go to: https://www.redfin.com/news/data-center/

They also provide a page with the definitions for each metric used here: https://www.redfin.com/news/data-center-metrics-definitions/

For more informaton on Data and Data Quality, please visit: https://www.redfin.com/about/data-quality-on-redfin Reading the Data

The data is a .tsv format and can be imported using pandas as follows:

df = pd.read_csv("weekly_housing_market_data_most_recent.tsv000", sep='\t')

MOST RECENT DATAPOINT: 2022-07-11