Cleveland, OH
Colorado Springs, CO
Columbia, SC
Columbus, OH
Dallas, TX
Dayton, OH
Daytona Beach, FL
Deltona, FL
Denver, CO
Des Moines, IA
Detroit, MI
Durham, NC
El Paso, TX
Fresno, CA
Grand Rapids, MI
Greensboro, NC
Greenville, SC
Harrisburg, PA
Hartford, CT
Houston, TX
Indianapolis, IN
Jacksonville, FL
Kansas City, MO
Knoxville, TN
Lancaster, PA
Las Vegas, NV
Lexington, KY
Lincoln, NE
Little Rock, AR
Los Angeles, CA
Louisville, KY
Memphis, TN
Milwaukee, WI
Minneapolis, MN
Modesto, CA
Nashville, TN
New Haven, CT
New Orleans, LA
New York, NY
Newark, NJ
Norfolk, VA
Oklahoma City, OK
Omaha, NE
Orlando, FL
Philadelphia, PA
Phoenix, AZ
Pittsburgh, PA
Portland, OR
Providence, RI
Raleigh, NC
Richmond, VA
Riverside, CA
Rochester, NY
Sacramento, CA
Salt Lake City, UT
San Antonio, TX
San Diego, CA
San Francisco, CA
San Jose, CA
Scranton, PA
Seattle, WA
St. Louis, MO
Stamford, CT
Syracuse, NY
Tampa, FL
Toledo, OH
Tucson, AZ
Tulsa, OK
Virginia Beach, VA
Washington, DC
West Palm Beach, FL
Wichita, KS

#Negative Equity vs. Change in Annual Inventory
This dashboard provides an overview of the relationship between negative equity and the change in annual inventory in metro areas across the United States. It provides insights into the current housing market and how it is changing over time.

The dashboard allows users to hover over the dots to explore data in all metro areas. It also provides a search feature to find a specific metro area alphabetically and view it on the scatterplot. Additionally, the timeline in the bottom left-hand corner allows users to see inventory and negative equity over time.

This dashboard is beneficial to a variety of people, including real estate agents, mortgage lenders, and investors. Real estate agents can use this dashboard to gain insights into the housing market in their area and make more informed decisions when helping clients buy or sell a home. Mortgage lenders can use this dashboard to gain insights into the current housing market and make more informed decisions when deciding whether to approve a loan. Investors can use this dashboard to gain insights into the housing market and make more informed decisions when deciding where to invest.

This dashboard is beneficial to a variety of people, including real estate agents, mortgage lenders, investors, and homeowners. Real estate agents can use this dashboard to gain insights into the housing market in their area and make more informed decisions when helping clients buy or sell a home. Mortgage lenders can use this dashboard to gain insights into the current housing market and make more informed decisions when deciding whether to approve a loan. Investors can use this dashboard to gain insights into the housing market and make more informed decisions when deciding where to invest. Homeowners can use this dashboard to gain insights into the current housing market and make more informed decisions when deciding whether to buy or sell a home.