Research tools

Price Decline YOY Map

Interactive map of price declines from peak for metros and counties.
Data from Redfin Data Center.

Appreciation since Prepandemic

Interactive map of the appreciation since before the pandemic.
Data from Redfin Data Center.

If you’d like to support me on my quest to plumb the depths of real estate data and update these visuals more frequently, I’d appreciate it! Tableau is expensive.

Inventory Dash

Interactive dashboard of inventory related statistics by metro.
Data from Redfin Data Center.

Rental Vacancy Map

Map of rental vacancy in major metros, with rent estimates tab.
Data from ApartmentList.

San Diego STR Map

Interactive map of San Diego STRs registered for vacation certificates.
Data from City of San Diego


Interactive graph of the growth of price and inventory over the year, compared to pre-pandemic. Data from Redfin Data Center.