Total Housing Inventory in the United States increased to 1550 Thousands in July from 1540 Thousands in June 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: Active Listing Count in the United States (ACTLISCOUUS) from Jul 2016 to Aug 2025 about active listing, listing, and USA.

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 Housing Inventory: Median Days on Market in the United States (MEDDAYONMARUS) from Jul 2016 to Aug 2025 about median and USA.

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

Housing Inventory: Median Days on Market in Vermont was 49.00000 Level in July 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 September of 2025.

Housing Inventory: Median Days on Market Month-Over-Month in Louisiana was 3.55% in July of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Median Days on Market Month-Over-Month in Louisiana reached a record high of 19.77 in August of 2022 and a record low of -26.32 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 Month-Over-Month in Louisiana - last updated from the United States Federal Reserve on September 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 Month-Over-Month in Wisconsin was 4.05% in July 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 September of 2025.

Housing Inventory: Median Days on Market Year-Over-Year in Nevada was 24.42% in July of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Median Days on Market Year-Over-Year in Nevada reached a record high of 137.93 in February of 2023 and a record low of -56.14 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 Nevada - last updated from the United States Federal Reserve on September of 2025.

Housing Inventory: Median Days on Market in East Baton Rouge Parish, LA was 71.00000 Level in July of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Median Days on Market in East Baton Rouge Parish, LA reached a record high of 99.00000 in January of 2020 and a record low of 36.00000 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 East Baton Rouge Parish, LA - last updated from the United States Federal Reserve on September of 2025.

Housing Inventory: Median Days on Market Year-Over-Year in Denver County, CO was 25.53% in July of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Median Days on Market Year-Over-Year in Denver County, CO reached a record high of 362.50 in February of 2023 and a record low of -71.43 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 Year-Over-Year in Denver County, CO - last updated from the United States Federal Reserve on September of 2025.

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

Housing Inventory: Median Days on Market in Wisconsin was 39.00000 Level in July 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 September of 2025.

Housing Inventory: Median Days on Market Month-Over-Month in Midland, TX (CBSA) was 3.53% in July of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Median Days on Market Month-Over-Month in Midland, TX (CBSA) reached a record high of 28.36 in September of 2018 and a record low of -39.09 in February of 2018. 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 Midland, TX (CBSA) - last updated from the United States Federal Reserve on September of 2025.

Housing Inventory: Median Days on Market in Rochester, MN (CBSA) was 48.00000 Level in July 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 September of 2025.

Inventory breakdown for Phoenix real estate by property type, including listing counts, average prices, DOM, and months of inventory.

Housing Inventory: Median Days on Market Year-Over-Year in Volusia County, FL was 30.08% in July of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Median Days on Market Year-Over-Year in Volusia County, FL reached a record high of 86.89 in February of 2023 and a record low of -64.50 in June 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 Volusia County, FL - last updated from the United States Federal Reserve on September of 2025.

Graph and download economic data for Housing Inventory: Median Days on Market in Miami-Fort Lauderdale-West Palm Beach, FL (CBSA) (MEDDAYONMAR33100) from Jul 2016 to Aug 2025 about Miami, FL, median, and USA.

Housing Inventory: Median Days on Market Year-Over-Year in Kankakee County, IL was 2.16% in July of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Median Days on Market Year-Over-Year in Kankakee County, IL reached a record high of 79.69 in February of 2023 and a record low of -61.21 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 Year-Over-Year in Kankakee County, IL - last updated from the United States Federal Reserve on September of 2025.