Cool Data on What’s Hot

By: Tommy Unger, Data Analyst | May 31, 2006

The Zillow data team has access to a great deal of interesting data on residential real estate values. And sometimes a spreadsheet or a line graph doesn’t tell the story as well as a map. So, we occasionally combine various metrics with geography allowing us to literally picture a real estate market in a city or metro area, and get a better sense of real estate trends.

Here are some examples where we took current Zestimates, divided by the finished square footage of homes and plotted on maps of Seattle and San Francisco. The resulting heat maps show the most expensive home values per square foot. Since the dawn of real estate, the saying has always been “location, location, location”, and these maps certainly show the correlation between neighborhoods and price. Click on the maps below to zoom in.

In Seattle, you can clearly see the effect proximity to water has on a property’s values. Check out the orange and red surrounding Lake Washington, Lake Sammamish and Mercer Island, and lining the shores of Elliott Bay.

Click to enlarge

In the San Francisco Bay area, notice the red hot-lining of Sausalito and Tiburon in Marin County, as well as higher dollars per square foot in the Marina, Pac Heights, Noe Valley and down the Peninsula into Burlingame and Hillsborough.

Click to enlarge

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Comments

3 Comments so far

  1. Matt Borthwick on June 3, 2006 9:19 am

    That’s a really cool visualization. Is there any correlation between price and density (# of properties per pixel)?

  2. Son Nguyen on June 7, 2006 3:00 pm

    I love these maps, they’re very useful to have a big picture on the home value at different places. I’m thinking about the ability to track the changes (like a weather map, storm/heat coming in and going away). Wish Zillow could have a dynamic map for other regions available as a feature on the site. I’m in San Jose and the cut off was San Mateo, so close!

  3. Kevin on June 8, 2006 3:00 pm

    This is an awesome view. It reminds me of the land value view in SimCity. I’d love to see these types of maps as an overlay in the zillow interface.

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