Graph and download economic data for Housing Inventory: Median Home Size in Square Feet in the United States (MEDSQUFEEUS) from Jul 2016 to Oct 2025 about square feet, median, and USA.

As of May 2025, ******** was the U.S. state with the most data centers with an Energy Star certificate. The surface area of Energy Star-certified data centers in Virginia amounted to ** million square feet, while those in certified data centers in California just reached *** million square feet. ************** was the owner of the most surface area of data centers certified by Energy Star.

United States Price per Square: Existing: Single Family Residential data was reported at 216.000 USD in Mar 2023. This records an increase from the previous number of 209.000 USD for Feb 2023. United States Price per Square: Existing: Single Family Residential data is updated monthly, averaging 139.000 USD from Jan 2012 (Median) to Mar 2023, with 135 observations. The data reached an all-time high of 234.000 USD in May 2022 and a record low of 86.000 USD in Feb 2012. United States Price per Square: Existing: Single Family Residential data remains active status in CEIC and is reported by Redfin. The data is categorized under Global Database’s United States – Table US.EB115: Median Home Sale Price per Square Foot.

United States Private Housing Starts: 2 or More Units: Square Feet per Unit: Avg data was reported at 1,082.000 sq ft in Mar 2018. This records a decrease from the previous number of 1,162.000 sq ft for Dec 2017. United States Private Housing Starts: 2 or More Units: Square Feet per Unit: Avg data is updated quarterly, averaging 1,174.000 sq ft from Mar 1999 (Median) to Mar 2018, with 77 observations. The data reached an all-time high of 1,342.000 sq ft in Sep 2007 and a record low of 1,073.000 sq ft in Mar 2011. United States Private Housing Starts: 2 or More Units: Square Feet per Unit: Avg data remains active status in CEIC and is reported by US Census Bureau. The data is categorized under Global Database’s USA – Table US.EA014: Private Housing Units: Started: By Purpose and Design.

📝 Dataset Description: This synthetic dataset contains 3,000 residential property listings modeled after real U.S. house sales data (in a Zillow-style format). It is designed for use in real estate analysis, machine learning, data visualization, and web scraping practice.

Each row represents a unique property and includes 16 key features commonly used by real estate agents, investors, and analysts. The data spans multiple U.S. states and cities, with realistic values for price, square footage, bedroom/bathroom count, property type, and more.

✅ Included Fields: Price – Listing price (in USD)

Address, City, State, Zipcode – U.S. formatted property location

Bedrooms, Bathrooms, Area (Sqft) – Core home specs

Lot Size, Year Built, Days on Market

Property Type, MLS ID, Listing Agent, Status

Listing URL – Mock Zillow-style property link

⚙️ Use Cases: Exploratory data analysis (EDA)

Regression/classification model training

Feature engineering and preprocessing

Real estate dashboards and web app mockups

Practice with BeautifulSoup, Pandas, or Power BI

As of May 2025, ************** was the company that owned the most data centers certified by Energy Star in the United States. While the surface area of Energy Star-certified data centers owned by Digital Realty amounted to ** million square feet, those figures were **** times higher than those for the second company in the ranking.

Housing Inventory: Median Home Size in Square Feet Year-Over-Year in Cape May County, NJ was -5.98% in October of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Median Home Size in Square Feet Year-Over-Year in Cape May County, NJ reached a record high of 11.73 in May of 2020 and a record low of -6.16 in January of 2025. Trading Economics provides the current actual value, an historical data chart and related indicators for Housing Inventory: Median Home Size in Square Feet Year-Over-Year in Cape May County, NJ - last updated from the United States Federal Reserve on November of 2025.

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?

Graph and download economic data for New Privately Owned Housing Starts in the United States, Average Square Feet of Floor Area for One-Family Units (HOUSTSFLAA1FQ) from Q1 1999 to Q2 2025 about floor area, housing starts, privately owned, 1-unit structures, family, new, housing, and USA.

• USA house price index and multiple associated macro-economic data from FRED.

• Contains monthly data from 1990-01-01 to 2025-01-01.

• The added column names are the series names on FRED : https://fred.stlouisfed.org/

• To create custom aggregates on any available FRED data you can follow : https://github.com/OfficialBhattacharya/Geographical-Home-Price-Ranker

1. Average Sales Price for New Houses Sold in the United States: https://fred.stlouisfed.org/series/ASPNHSUS

2. Average Sales Price of Houses Sold for the United States: https://fred.stlouisfed.org/series/ASPUS

3. New One Family Houses Sold: https://fred.stlouisfed.org/series/HSN1F

4. Monthly Supply of New Houses in the United States: https://fred.stlouisfed.org/series/MSACSR

5. Median Sales Price of Houses Sold for the United States: https://fred.stlouisfed.org/series/MSPUS

6. Homeownership Rate in the United States: https://fred.stlouisfed.org/series/RHORUSQ156N

7. Total Shipments of New Manufactured Homes: https://fred.stlouisfed.org/series/SHTSAUS

8. Unemployment Rate: https://fred.stlouisfed.org/series/UNRATE

9. Economic Policy Uncertainty Index for United States: https://fred.stlouisfed.org/series/USEPUINDXD

10. S&P CoreLogic Case-Shiller U.S. National Home Price Index: https://fred.stlouisfed.org/series/CSUSHPINSA

11. Vacant Housing Units Held Off the Market in the United States : https://fred.stlouisfed.org/series/EOCCUSEUSQ176N

12. Occupied Housing Units in the United States: https://fred.stlouisfed.org/series/EOCCUSQ176N

13. Vacant Housing Units Held Off the Market in the United States: https://fred.stlouisfed.org/series/EOFFMARUSQ176N

14. Vacant for Other Reasons in the United States: https://fred.stlouisfed.org/series/EOTHUSQ176N

15. Renter Occupied Housing Units in the United States: https://fred.stlouisfed.org/series/ERNTOCCUSQ176N

16. Vacant Housing Units Not Yet Occupied in the United States: https://fred.stlouisfed.org/series/ERNTSLDUSQ176N

17. Vacant Housing Units for Sale in the United States: https://fred.stlouisfed.org/series/ESALEUSQ176N

18. Total Housing Units in the United States: https://fred.stlouisfed.org/series/ETOTALUSQ176N

19. Median Days on Market in the United States: https://fred.stlouisfed.org/series/MEDDAYONMARUS

20. Median Listing Price per Square Feet in the United States: https://fred.stlouisfed.org/series/MEDLISPRIPERSQUFEEUS

Housing Inventory: Median Home Size in Square Feet Month-Over-Month in Cape May County, NJ was -3.51% in October of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Median Home Size in Square Feet Month-Over-Month in Cape May County, NJ reached a record high of 8.21 in May of 2021 and a record low of -6.97 in March of 2021. Trading Economics provides the current actual value, an historical data chart and related indicators for Housing Inventory: Median Home Size in Square Feet Month-Over-Month in Cape May County, NJ - last updated from the United States Federal Reserve on December of 2025.

United States Price per Square: Existing: Single Units Only data was reported at 222.000 USD in Mar 2023. This records an increase from the previous number of 215.000 USD for Feb 2023. United States Price per Square: Existing: Single Units Only data is updated monthly, averaging 144.000 USD from Jan 2012 (Median) to Mar 2023, with 135 observations. The data reached an all-time high of 240.000 USD in May 2022 and a record low of 88.000 USD in Feb 2012. United States Price per Square: Existing: Single Units Only data remains active status in CEIC and is reported by Redfin. The data is categorized under Global Database’s United States – Table US.EB115: Median Home Sale Price per Square Foot.

Housing Inventory: Median Home Size in Square Feet Year-Over-Year in Florida was -0.12% in September of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Median Home Size in Square Feet Year-Over-Year in Florida reached a record high of 7.64 in May of 2022 and a record low of -10.22 in March of 2021. Trading Economics provides the current actual value, an historical data chart and related indicators for Housing Inventory: Median Home Size in Square Feet Year-Over-Year in Florida - last updated from the United States Federal Reserve on October of 2025.

Housing Inventory: Median Home Size in Square Feet Month-Over-Month in Washington was -0.61% in October of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Median Home Size in Square Feet Month-Over-Month in Washington reached a record high of 3.32 in May of 2022 and a record low of -2.84 in September of 2020. Trading Economics provides the current actual value, an historical data chart and related indicators for Housing Inventory: Median Home Size in Square Feet Month-Over-Month in Washington - last updated from the United States Federal Reserve on November of 2025.

Housing Inventory: Median Home Size in Square Feet Month-Over-Month in Yavapai County, AZ was 0.54% in October of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Median Home Size in Square Feet Month-Over-Month in Yavapai County, AZ reached a record high of 3.39 in May of 2020 and a record low of -5.33 in April of 2022. Trading Economics provides the current actual value, an historical data chart and related indicators for Housing Inventory: Median Home Size in Square Feet Month-Over-Month in Yavapai County, AZ - last updated from the United States Federal Reserve on December of 2025.

Graph and download economic data for Housing Inventory: Median Home Size in Square Feet in West Virginia (MEDSQUFEEWV) from Jul 2016 to Oct 2025 about WV, square feet, median, and USA.

Housing Inventory: Median Home Size in Square Feet in Manatee County, FL was 1805.00000 Level in October of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Median Home Size in Square Feet in Manatee County, FL reached a record high of 2050.00000 in September of 2016 and a record low of 1758.00000 in January of 2025. Trading Economics provides the current actual value, an historical data chart and related indicators for Housing Inventory: Median Home Size in Square Feet in Manatee County, FL - last updated from the United States Federal Reserve on December of 2025.

Housing Inventory: Median Home Size in Square Feet Year-Over-Year in Orange County, FL was 0.84% in October of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Median Home Size in Square Feet Year-Over-Year in Orange County, FL reached a record high of 8.95 in May of 2022 and a record low of -18.46 in March of 2021. Trading Economics provides the current actual value, an historical data chart and related indicators for Housing Inventory: Median Home Size in Square Feet Year-Over-Year in Orange County, FL - last updated from the United States Federal Reserve on December of 2025.

Housing Inventory: Median Home Size in Square Feet Year-Over-Year in Ouachita Parish, LA was 3.34% in October of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Median Home Size in Square Feet Year-Over-Year in Ouachita Parish, LA reached a record high of 10.38 in October of 2022 and a record low of -12.36 in May of 2025. Trading Economics provides the current actual value, an historical data chart and related indicators for Housing Inventory: Median Home Size in Square Feet Year-Over-Year in Ouachita Parish, LA - last updated from the United States Federal Reserve on December of 2025.

Housing Inventory: Median Listing Price per Square Feet in Manatee County, FL was 262.00000 U.S. $ in September of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Median Listing Price per Square Feet in Manatee County, FL reached a record high of 310.00000 in May of 2022 and a record low of 168.00000 in August of 2017. Trading Economics provides the current actual value, an historical data chart and related indicators for Housing Inventory: Median Listing Price per Square Feet in Manatee County, FL - last updated from the United States Federal Reserve on November of 2025.