Graph and download economic data for Monthly Supply of New Houses in the United States (MSACSR) from Jan 1963 to Aug 2025 about supplies, new, housing, and USA.

Total Housing Inventory in the United States decreased to 1520 Thousands in October from 1530 Thousands in September of 2025. This dataset includes a chart with historical data for the United States Total Housing Inventory.

Graph and download economic data for Housing Inventory Estimate: Total Housing Units in the United States (ETOTALUSQ176N) from Q2 2000 to Q2 2025 about inventories, housing, and USA.

Graph and download economic data for Housing Inventory: Active Listing Count in the United States (ACTLISCOUUS) from Jul 2016 to Oct 2025 about active listing, listing, and USA.

The primary reasons for purchasing a home in the United States in 2024 varied among home buyers. Approximately one in four homebuyers bought a home because they desired to have their own home. Having one's own home was mainly considered by millennial buyers during their home buying process.

View monthly updates and historical trends for US Existing Home Months' Supply. from United States. Source: National Association of Realtors. Track econom…

United States - Existing Home Sales: Months Supply was 4.60000 Months' Supply in September of 2025, according to the United States Federal Reserve. Historically, United States - Existing Home Sales: Months Supply reached a record high of 5.70000 in July of 2014 and a record low of 1.60000 in January of 2022. Trading Economics provides the current actual value, an historical data chart and related indicators for United States - Existing Home Sales: Months Supply - last updated from the United States Federal Reserve on December of 2025.

The number of home sales in the United States peaked in 2021 at almost ************* after steadily rising since 2018. Nevertheless, the market contracted in the following year, with transaction volumes falling to ***********. Home sales remained muted in 2024, with a mild increase expected in 2025 and 2026. A major factor driving this trend is the unprecedented increase in mortgage interest rates due to high inflation. How have U.S. home prices developed over time? The average sales price of new homes has also been rising since 2011. Buyer confidence seems to have recovered after the property crash, which has increased demand for homes and also the prices sellers are demanding for homes. At the same time, the affordability of U.S. homes has decreased. Both the number of existing and newly built homes sold has declined since the housing market boom during the coronavirus pandemic. Challenges in housing supply The number of housing units in the U.S. rose steadily between 1975 and 2005 but has remained fairly stable since then. Construction increased notably in the 1990s and early 2000s, with the number of construction starts steadily rising, before plummeting amid the infamous housing market crash. Housing starts slowly started to pick up in 2011, mirroring the economic recovery. In 2022, the supply of newly built homes plummeted again, as supply chain challenges following the COVID-19 pandemic and tariffs on essential construction materials such as steel and lumber led to prices soaring.

These dataset contains supply-demand factors that influence US home prices from past 20 years. This data are categorized into two datasets: Supply and Demand. 

Supply File

Demand File

View monthly updates and historical trends for US Existing Home Inventory. from United States. Source: National Association of Realtors. Track economic da…

Graph and download economic data for Existing Home Sales: Months Supply (HOSSUPUSM673N) from Oct 2024 to Oct 2025 about supplies, sales, housing, and USA.

Between 1968 and 2023, there had been over *********** housing unit completions more than new households formed in the United States. That means that throughout that period the number of homes and apartments completed increased at a faster pace than the number of households, indicating no deficit. However, if only completions of single-family homes were considered, there was a housing deficit. From 1969 to 2023, there were roughly ********** less single-family homes completed than new households were formed. Those figures do not include the number of housing units demolished, and therefore do not reflect the exact housing shortage, as some of those homes completed might not exist anymore due to demolitions or natural disasters.

Monthly Supply of New Houses in the United States was 7.40000 Months' Supply in August of 2025, according to the United States Federal Reserve. Historically, Monthly Supply of New Houses in the United States reached a record high of 12.20000 in January of 2009 and a record low of 3.30000 in October of 2020. Trading Economics provides the current actual value, an historical data chart and related indicators for Monthly Supply of New Houses in the United States - last updated from the United States Federal Reserve on December of 2025.

View monthly updates and historical trends for US Months Supply of New Single Family Houses. from United States. Source: Census Bureau. Track economic dat…

In this Economic Commentary , we compare characteristics of the 2000–2006 house-price boom that preceded the Great Recession to the house-price boom that began in 2020 during the COVID-19 pandemic. These two episodes of high house-price growth have important differences, including the behavior of rental rates, the dynamics of housing supply and demand, and the state of the mortgage market. The absence of changes in fundamentals during the 2000s is consistent with the literature emphasizing house-price beliefs during this prior episode. In contrast to during the 2000s boom, changes in fundamentals (including rent and demand growth) played a more dominant role in the 2020s house-price boom.

In 2021, the University of Texas at Austin had the most new student housing bed deliveries among key student housing markets. Overall, there were ***** beds delivered in the University of Texas at Austin, while in the Georgia State University, that figure was *****.

Graph and download economic data for Housing Inventory: Median Days on Market in the United States (MEDDAYONMARUS) from Jul 2016 to Oct 2025 about median and USA.

This paper investigates the link between housing supply restrictions and increased exposure to natural hazard risks in the United States, considering a wide range of extreme climate threats. It shows that urban growth has heightened exposure to these risks, driven both by the growth of the riskiest cities and the growth in the riskiest areas within cities. Across cities, it finds no evidence that strict housing supply regulations are keeping people away from the riskiest cities. However, within cities, less elastic housing supply in safe areas leads to higher growth in at-risk areas.

View monthly updates and historical trends for US Existing Single-Family Home Months' Supply. from United States. Source: National Association of Realtors…

Brief

The dataset contains key factors that could influence Residential home prices in the last 20 years in the United States. This factor falls into two categories i.e. Supply & Demand

The S&P Case-Shiller Housing Price Index(HPI) is taken as the y variable, or dependent variable, as an indicator of change in prices.

Supply_dataset(Monthly_data)

• Building Permits(Permit Number)-Number of building permits allotted
• Construction Spending (Million $)-The amount spent (in millions of USD) is a measure of the activity in the construction industry.
• Housing Starts(New Housing Project)-This is a measure of the number of units of new housing projects started in a given period.
• Homes Sold(units)-House for sale is a basic measure of supply.

Demand_dataset(Quaterly_data)

• Mortgage Rates(%)
• USA GDP(Billions$ )-Quarterly Real GDP (adjusted for inflation)
• Unemployment(%)
• Delinquency Rate(%) on Mortgages(Foreclosure on the mortgage)-an indicator of the number of foreclosures in real estate.

Inspiration

Building a Data Science model to find the factors which influenced the home prices the most in the last 20 years.

Summary

https://docs.google.com/presentation/d/1SFQg-cwu2JRr-85uvU1jYY4KDtTjqKuG/edit#slide=id.p3