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Graph and download economic data for Housing Inventory: Median Days on Market in the United States (MEDDAYONMARUS) from Jul 2016 to Mar 2026 about median and USA.
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TwitterThe 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.
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Graph and download economic data for Average Sales Price of Houses Sold for the United States (ASPUS) from Q1 1963 to Q4 2025 about sales, housing, and USA.
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TwitterThe average sales price of new homes in the United States experienced a slight increase in 2024, rising to 514,500 U.S. dollars. This was below 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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TwitterRedfin is a real estate brokerage and publishes the US housing market data on a regular basis. Using this dataset, you can analyze and visualize housing market data for US cities. Timeline: Starting from February 2012 until the present time (Data is refreshed and updated on a monthly basis)
The dataset has the following columns:
- period_begin
- period_end
- period_duration
- region_type
- region_type_id
- table_id
- is_seasonally_adjusted. (indicates if prices are seasonally adjusted; f represents False)
- region
- city
- state
- state_code
- property_type
- property_type_id
- median_sale_price
- median_sale_price_mom (median sale price changes month over month)
- median_sale_price_yoy (median sale price changes year over year)
- median_list_price
- median_list_price_mom (median list price changes month over month)
- median_list_price_yoy (median list price changes year over year)
- median_ppsf (median sale price per square foot)
- median_ppsf_mom (median sale price per square foot changes month over month)
- median_ppsf_yoy (median sale price per square foot changes year over year)
- median_list_ppsf (median list price per square foot)
- median_list_ppsf_mom (median list price per square foot changes month over month)
- median_list_ppsf_yoy. (median list price per square foot changes year over year)
- homes_sold (number of homes sold)
- homes_sold_mom (number of homes sold month over month)
- homes_sold_yoy (number of homes sold year over year)
- pending_sales
- pending_sales_mom
- pending_sales_yoy
- new_listings
- new_listings_mom
- new_listings_yoy
- inventory
- inventory_mom
- inventory_yoy
- months_of_supply
- months_of_supply_mom
- months_of_supply_yoy
- median_dom (median days on market until property is sold)
- median_dom_mom (median days on market changes month over month)
- median_dom_yoy (median days on market changes year over year)
- avg_sale_to_list (average sale price to list price ratio)
- avg_sale_to_list_mom (average sale price to list price ratio changes month over month)
- avg_sale_to_list_yoy (average sale price to list price ratio changes year over year)
- sold_above_list
- sold_above_list_mom
- sold_above_list_yoy
- price_drops
- price_drops_mom
- price_drops_yoy
- off_market_in_two_weeks (number of properties that will be taken off the market within 2 weeks)
- off_market_in_two_weeks_mom (changes in number of properties that will be taken off the market within 2 weeks, month over month)
- off_market_in_two_weeks_yoy (changes in number of properties that will be taken off the market within 2 weeks, year over year)
- parent_metro_region
- parent_metro_region_metro_code
- last_updated
Filetype: gzip (gz) Support for gzip files in Python: https://docs.python.org/3/library/gzip.html
Data Source & Credit: Redfin.com
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Graph and download economic data for Median Sales Price of Houses Sold for the United States (MSPUS) from Q1 1963 to Q4 2025 about sales, housing, median, and USA.
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TwitterThis dataset comes from Zillow and provides a comprehensive look at U.S. housing market trends from 2018 to May 2024. It includes detailed data on median home values, average days outstanding for property sales, and their impact on reducing prices in several cities. This dataset is ideal for analyzing the correlation between home values, time to market, and price adjustments, offering valuable insights for real estate professionals, economists, and data analysts interested in the dynamics of the U.S. housing market.
About the license, taken from the Zillow website:
“For research and academic projects, we provide the following metrics that have more flexible Terms of Use regarding data storage and manipulation – https://www.zillow.com/research/data/”
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License information was derived automatically
Single Family Home Prices in the United States increased to 398000 USD in February from 395000 USD in January of 2026. This dataset provides - United States Existing Single Family Home Prices- actual values, historical data, forecast, chart, statistics, economic calendar and news.
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TwitterApache License, v2.0https://www.apache.org/licenses/LICENSE-2.0
License information was derived automatically
This dataset includes real estate market data collected from Redfin.com, a popular U.S. housing platform.
| 🇺🇸 State | 🔠 Abbreviation | | 🇺🇸 State | 🔠 Abbreviation |
| -------------- | ------------------- | - | -------------- | ------------------- |
| Alabama | AL | | Montana | MT |
| Alaska | AK | | Nebraska | NE |
| Arizona | AZ | | Nevada | NV |
| Arkansas | AR | | New Hampshire | NH |
| California | CA | | New Jersey | NJ |
| Colorado | CO | | New Mexico | NM |
| Connecticut | CT | | New York | NY |
| Delaware | DE | | North Carolina | NC |
| Florida | FL | | North Dakota | ND |
| Georgia | GA | | Ohio | OH |
| Hawaii | HI | | Oklahoma | OK |
| Idaho | ID | | Oregon | OR |
| Illinois | IL | | Pennsylvania | PA |
| Indiana | IN | | Rhode Island | RI |
| Iowa | IA | | South Carolina | SC |
| Kansas | KS | | South Dakota | SD |
| Kentucky | KY | | Tennessee | TN |
| Louisiana | LA | | Texas | TX |
| Maine | ME | | Utah | UT |
| Maryland | MD | | Vermont | VT |
| Massachusetts | MA | | Virginia | VA |
| Michigan | MI | | Washington | WA |
| Minnesota | MN | | West Virginia | WV |
| Mississippi | MS | | Wisconsin | WI |
| Missouri | MO | | Wyoming | WY |
| Column Name | Description |
|---|---|
period_begin | Start date of the reporting period |
period_end | End date of the reporting period |
region | City or metro area name |
property_type | Type of property (e.g., all residential, condo, single-family) |
median_sale_price | Median sale price of homes sold during the period |
median_list_price | Median asking price for listed properties |
homes_sold | Number of homes sold in the period |
new_listings | Number of newly listed homes |
inventory | Total active listings available during the period |
pending_sales | Number of homes under contract (not yet sold) |
sold_above_list | Percentage of homes sold above the list price |
sold_below_list | Percentage of homes sold below the list price |
median_dom | Median number of days homes spend on the market |
avg_sale_to_list_ratio | Average ratio of sale price to list price (values >1 mean above list) |
price_per_sqft | Median price per square foot of sold properties |
months_of_supply | Estimated months of inventory based on current sales rate |
avg_days_to_close | Average days from listing to closing |
price_dropped_pct | % of listings that experienced a price drop |
off_market_in_2_weeks | % of homes taken off the market in less than 2 weeks |
market_type | Seller's market, Buyer's market, or Balanced |
city | City name |
state | State abbreviation |
metro | Metro area (if applicable) |
region_type | Urban, suburban, rural, etc. |
is_seasonally_adjusted | Whether the data is adjusted for seasonal fluctuations |
last_updated | Last date the data was updated |
💡 This dataset is suitable for: - Machine learning projects (house price prediction, market segmentation) - Time series forecasting - Exploratory data analysis and dashboards - Understanding trends in different housing markets - Comparative studies between cities or states
📦 Files: Over 80 CSV files representing major cities from over 40 U.S. states.
👨💻 Author: MR. Soulaimane 📅 Updated: July 2025
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Average House Prices in Canada decreased to 661100 CAD in February from 665000 CAD in January of 2026. This dataset includes a chart with historical data for Canada Average House Prices.
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TwitterHomes in San Jose, Hartford, and Washington, DC were the hottest housing markets in the United States in April 2024, when considering the time needed to sell a house. In San Jose, listings took on average ** days to go to pending. Nationwide, the average number of days on market was ** days.
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TwitterLuxury homes in Los Angeles, California spent significantly shorter time on market in the first quarter of 2023 than the same quarter in 2021 and 2022. It took on average ** days between listing and selling a condo in 2023. The period for a single-family home was slightly longer, amounting to ** days.
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TwitterATTOM’s Home Sales Trends dataset delivers reliable Real Estate Market Data by summarizing historical residential sales activity across the United States. Built from ATTOM’s proprietary database of verified deed transactions, it provides consistent House Price Data, Property Market Data, and Residential Real Estate Data across more than 2,700 counties.
What the Dataset Includes • Aggregated residential sales counts • Average sale prices • Median sale prices • Historical sales trends typically dating back to 2005 • Extended history to 2000 in select markets • Multi-level geographic aggregation from state to tract
How the Data Is Calculated • Derived from ATTOM’s verified property transaction database • Includes only arm’s-length residential transactions • Transaction types limited to: – Construction sales – Transfers and resales – Subdivision transfers • Residential property types only, including: – Single-family homes – Condo and townhome units • Sale price outliers removed to eliminate data errors
Why It Matters • Reflects true market-driven pricing and volume trends • Removes distressed and non-market transactions • Enables accurate comparison across markets and time periods • Supports consistent residential market analysis nationwide
Delivery & Cadence • Statistics typically delivered quarterly • Monthly or annual delivery available depending on use case
ATTOM’s Home Sales Trends dataset provides a clean, consistent, and historically rich foundation for analyzing residential market activity, price movement, and long-term housing trends across the U.S.
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Graph and download economic data for Housing Inventory: Median Days on Market in Florida (MEDDAYONMARFL) from Jul 2016 to Mar 2026 about FL, median, and USA.
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House Price Index YoY in the United States decreased to 1.60 percent in January from 1.90 percent in December of 2025. This dataset includes a chart with historical data for the United States FHFA House Price Index YoY.
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Average House Prices in the United Kingdom increased to 301151 GBP in February from 300283 GBP in January of 2026. This dataset includes a chart with historical data for the United Kingdom Average House Prices.
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TwitterFollowing the coronavirus (COVID-19) pandemic lockdown, the time to sell a property increased to the record ** days in May 2020. Nevertheless, it quickly fell after the measures were eased and property buyer demand increased. Since the beginning of 2021, the average number of days on market has continued falling in October 2022, it took on average ** days to sell a property.
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TwitterExisting single family homes in California have been selling faster than ever in the past year. As of March 2022, the median time between a new listing and a purchase in the major counties in California was below ** days, whereas in August 2019, it was between ** and ** days. The robust demand for properties in California has led to substantial house price growth in almost all counties in California in the past year.
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TwitterWeekly Altos Research metrics: Market Action Index, inventory, pendings, prices, DOM, reductions. 7-day and 90-day readings.
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TwitterATTOM’s Home Sales Trends dataset delivers a nationwide historical view of residential real estate market activity, built from verified deed transaction data across more than 2,700 U.S. counties. The dataset summarizes sales counts, average sale prices, and median sale prices, providing consistent House Price Data and Property Market Data for long-term market analysis.
Sales trends are aggregated across multiple geographic levels, enabling analysis from broad state-level patterns down to detailed tract-level insights. Historical coverage extends back to 2005 on average, with some markets reaching as far back as 2000, supporting longitudinal analysis of housing cycles and pricing dynamics.
To ensure accuracy and comparability, ATTOM applies a rigorous methodology:
• Includes only arm’s-length residential transactions to reflect true market activity
• Filters for construction sales, transfers/resales, and subdivision transfers
• Limits data to residential property types such as single-family homes, condos, and townhomes
• Removes anomalous sale prices to eliminate outliers and data errors
Statistics are typically delivered in quarterly increments, with monthly or yearly formats available to support varied analytical and reporting needs.
This dataset provides a reliable foundation for Residential Real Estate Data analysis, enabling consistent evaluation of market trends, pricing benchmarks, and regional housing performance over time.
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Graph and download economic data for Housing Inventory: Median Days on Market in the United States (MEDDAYONMARUS) from Jul 2016 to Mar 2026 about median and USA.