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.

Graph and download economic data for Housing Inventory: Median Days on Market in Knoxville, TN (CBSA) (MEDDAYONMAR28940) from Jul 2016 to Oct 2025 about Knoxville, TN, median, and USA.

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

Graph and download economic data for Housing Inventory: Median Days on Market in Miami-Dade County, FL (MEDDAYONMAR12086) from Jul 2016 to Oct 2025 about Miami-Dade County, FL; Miami; FL; median; and USA.

Graph and download economic data for Housing Inventory: Median Days on Market in Minneapolis-ST. Paul-Bloomington, MN-WI (CBSA) (MEDDAYONMAR33460) from Jul 2016 to Oct 2025 about Minneapolis, MN, WI, median, and USA.

Graph and download economic data for Housing Inventory: Median Days on Market in Missouri (MEDDAYONMARMO) from Jul 2016 to Oct 2025 about MO, median, and USA.

Graph and download economic data for Housing Inventory: Median Days on Market in Georgia (MEDDAYONMARGA) from Jul 2016 to Oct 2025 about GA, median, and USA.

Graph and download economic data for Housing Inventory: Median Days on Market in North Carolina (MEDDAYONMARNC) from Jul 2016 to Oct 2025 about NC, median, and USA.

Graph and download economic data for Housing Inventory: Median Days on Market in Tennessee (MEDDAYONMARTN) from Jul 2016 to Oct 2025 about TN, median, and USA.

Graph and download economic data for Housing Inventory: Median Days on Market Month-Over-Month in Columbus, OH (CBSA) (MEDDAYONMARMM18140) from Jul 2017 to Oct 2025 about Columbus, OH, median, and USA.

Graph and download economic data for Housing Inventory: Median Days on Market in Richmond, VA (CBSA) (MEDDAYONMAR40060) from Jul 2016 to Oct 2025 about Richmond, VA, median, and USA.

Graph and download economic data for Housing Inventory: Median Days on Market in Kansas City, MO-KS (CBSA) (MEDDAYONMAR28140) from Jul 2016 to Oct 2025 about Kansas City, KS, MO, median, and USA.

This dataset provides insights into the global housing market, covering various economic factors from 2015 to 2024. It includes details about property prices, rental yields, interest rates, and household income across multiple countries. This dataset is ideal for real estate analysis, financial forecasting, and market trend visualization.

📑 Column Descriptions

Graph and download economic data for Housing Inventory: Median Days on Market in Fayetteville-Springdale-Rogers, AR-MO (CBSA) (MEDDAYONMAR22220) from Jul 2016 to Oct 2025 about Fayetteville, AR, MO, median, and USA.

Graph and download economic data for Housing Inventory: Median Days on Market in Midland, TX (CBSA) (MEDDAYONMAR33260) from Jul 2016 to Oct 2025 about Midland, TX, median, and USA.

Graph and download economic data for Housing Inventory: Median Days on Market Month-Over-Month in New Orleans-Metairie, LA (CBSA) (MEDDAYONMARMM35380) from Jul 2017 to Oct 2025 about New Orleans, LA, median, and USA.

Graph and download economic data for Housing Inventory: Median Days on Market in Lehigh County, PA (MEDDAYONMAR42077) from Jul 2016 to Oct 2025 about Lehigh County, PA; Allentown; PA; median; and USA.

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Description:

A simple yet challenging project, to predict the housing price based on certain factors like house area, bedrooms, furnished, nearness to mainroad, etc. The dataset is small yet, it's complexity arises due to the fact that it has strong multicollinearity. Can you overcome these obstacles & build a decent predictive model?

Acknowledgement:

Harrison, D. and Rubinfeld, D.L. (1978) Hedonic prices and the demand for clean air. J. Environ. Economics and Management 5, 81–102. Belsley D.A., Kuh, E. and Welsch, R.E. (1980) Regression Diagnostics. Identifying Influential Data and Sources of Collinearity. New York: Wiley.

Objective:

• Understand the Dataset & cleanup (if required).
• Build Regression models to predict the sales w.r.t a single & multiple feature.
• Also evaluate the models & compare thier respective scores like R2, RMSE, etc.

Graph and download economic data for Housing Inventory: Median Days on Market in Flagstaff, AZ (CBSA) (MEDDAYONMAR22380) from Jul 2016 to Oct 2025 about Flagstaff, AZ, median, and USA.

Graph and download economic data for Housing Inventory: Median Days on Market in Charlotte-Concord-Gastonia, NC-SC (CBSA) (MEDDAYONMAR16740) from Jul 2016 to Oct 2025 about Charlotte, SC, NC, median, and USA.