Total Housing Inventory in the United States decreased to 1530 Thousands in June from 1540 Thousands in May 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: Median Days on Market in the United States (MEDDAYONMARUS) from Jul 2016 to Jun 2025 about median and USA.

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

Housing Inventory: Median Days on Market in Vermont was 46.00000 Level in June of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Median Days on Market in Vermont reached a record high of 157.00000 in February of 2017 and a record low of 29.00000 in June of 2022. Trading Economics provides the current actual value, an historical data chart and related indicators for Housing Inventory: Median Days on Market in Vermont - last updated from the United States Federal Reserve on July of 2025.

Graph and download economic data for Housing Inventory: Median Days on Market in Ohio (MEDDAYONMAROH) from Jul 2016 to Jun 2025 about OH, median, and USA.

Active real estate listings in San Diego County

Housing Inventory: Median Days on Market in California was 44.00000 Level in May of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Median Days on Market in California reached a record high of 69.00000 in January of 2023 and a record low of 27.00000 in March of 2022. Trading Economics provides the current actual value, an historical data chart and related indicators for Housing Inventory: Median Days on Market in California - last updated from the United States Federal Reserve on July of 2025.

Only a small fraction of vacant housing units are actually considered available. Only vacant units for rent or for sale make up the available housing stock. Vacant housing that is not on the market, such as homes for seasonal, recreational, or occasional use & housing for migrant workers, are not part of the available housing stock.The housing availability rate is an indicator that economists and housing policy analysts often track. A low housing availability rate indicates a "tight" housing market (a seller's market or landlord's market) whereas a high housing availability rate indicates a buyer's or renter's market.This map shows the housing availability rate depicted by the color: pink indicates a low housing availability rate, and green indicates a high housing availability rate. The count of available housing units is depicted by the size of the symbol.This map uses these hosted feature layers containing the most recent American Community Survey data. These layers are part of the ArcGIS Living Atlas, and are updated every year when the American Community Survey releases new estimates, so values in the map always reflect the newest data available.

The number of existing homes for sale in the United States decreased overall since 2013, while the number of newly built homes for sale followed the opposite trend. As of June 2024, there were over *** million existing and ******* newly built housing units for sale. Unlike new homes, the existing housing inventory typically increased in the second and third quarters of the year when the housing market is more active.

Housing Inventory: Median Days on Market Month-Over-Month in Wisconsin was 2.78% in June of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Median Days on Market Month-Over-Month in Wisconsin reached a record high of 26.88 in December of 2022 and a record low of -36.63 in March of 2020. Trading Economics provides the current actual value, an historical data chart and related indicators for Housing Inventory: Median Days on Market Month-Over-Month in Wisconsin - last updated from the United States Federal Reserve on July of 2025.

This analysis presents a rigorous exploration of financial data, incorporating a diverse range of statistical features. By providing a robust foundation, it facilitates advanced research and innovative modeling techniques within the field of finance.

Interest Rates, High Prices, and Inventory Shortage to Slow Down Housing Market

Financial data:

• Historical daily stock prices (open, high, low, close, volume)

• Fundamental data (e.g., market capitalization, price to earnings P/E ratio, dividend yield, earnings per share EPS, price to earnings growth, debt-to-equity ratio, price-to-book ratio, current ratio, free cash flow, projected earnings growth, return on equity, dividend payout ratio, price to sales ratio, credit rating)

• Technical indicators (e.g., moving averages, RSI, MACD, average directional index, aroon oscillator, stochastic oscillator, on-balance volume, accumulation/distribution A/D line, parabolic SAR indicator, bollinger bands indicators, fibonacci, williams percent range, commodity channel index)

Machine learning features:

• Feature engineering based on financial data and technical indicators

• Sentiment analysis data from social media and news articles

• Macroeconomic data (e.g., GDP, unemployment rate, interest rates, consumer spending, building permits, consumer confidence, inflation, producer price index, money supply, home sales, retail sales, bond yields)

Potential Applications:

• Stock price prediction

• Portfolio optimization

• Algorithmic trading

• Market sentiment analysis

• Risk management

Use Cases:

• Researchers investigating the effectiveness of machine learning in stock market prediction

• Analysts developing quantitative trading Buy/Sell strategies

• Individuals interested in building their own stock market prediction models

• Students learning about machine learning and financial applications

Additional Notes:

• The dataset may include different levels of granularity (e.g., daily, hourly)

• Data cleaning and preprocessing are essential before model training

• Regular updates are recommended to maintain the accuracy and relevance of the data

Housing Inventory: Median Days on Market in Wisconsin was 36.00000 Level in May of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Median Days on Market in Wisconsin reached a record high of 105.00000 in January of 2017 and a record low of 29.00000 in April of 2022. Trading Economics provides the current actual value, an historical data chart and related indicators for Housing Inventory: Median Days on Market in Wisconsin - last updated from the United States Federal Reserve on July of 2025.

Housing Inventory: Median Days on Market Month-Over-Month in Nevada was 3.37% in May of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Median Days on Market Month-Over-Month in Nevada reached a record high of 35.48 in August of 2022 and a record low of -29.27 in February of 2022. Trading Economics provides the current actual value, an historical data chart and related indicators for Housing Inventory: Median Days on Market Month-Over-Month in Nevada - last updated from the United States Federal Reserve on July of 2025.

Graph and download economic data for Housing Inventory: Active Listing Count in California (ACTLISCOUCA) from Jul 2016 to Jun 2025 about active listing, CA, listing, and USA.

Graph and download economic data for Housing Inventory: Active Listing Count in Florida (ACTLISCOUFL) from Jul 2016 to Jun 2025 about active listing, FL, listing, and USA.

Housing Inventory: Median Days on Market in Rochester, MN (CBSA) was 47.00000 Level in June of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Median Days on Market in Rochester, MN (CBSA) reached a record high of 93.00000 in January of 2019 and a record low of 30.00000 in March of 2022. Trading Economics provides the current actual value, an historical data chart and related indicators for Housing Inventory: Median Days on Market in Rochester, MN (CBSA) - last updated from the United States Federal Reserve on July of 2025.

Graph and download economic data for Housing Inventory: Median Days on Market Month-Over-Month in California (MEDDAYONMARMMCA) from Jul 2017 to Jun 2025 about CA, median, and USA.

Housing Inventory: Median Days on Market Year-Over-Year in California was 18.75% in June of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Median Days on Market Year-Over-Year in California reached a record high of 82.76 in February of 2023 and a record low of -43.86 in May of 2021. Trading Economics provides the current actual value, an historical data chart and related indicators for Housing Inventory: Median Days on Market Year-Over-Year in California - last updated from the United States Federal Reserve on July of 2025.

Graph and download economic data for Housing Inventory: Median Days on Market in New Jersey (MEDDAYONMARNJ) from Jul 2016 to Jun 2025 about NJ, median, and USA.

Housing Inventory: Median Days on Market in Oklahoma was 55.00000 Level in June of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Median Days on Market in Oklahoma reached a record high of 82.00000 in January of 2019 and a record low of 36.00000 in May of 2022. Trading Economics provides the current actual value, an historical data chart and related indicators for Housing Inventory: Median Days on Market in Oklahoma - last updated from the United States Federal Reserve on July of 2025.