Abstract:Transaction-level data were provided by Zillow through the Zillow Transaction and Assessment Dataset (ZTRAX). More information on accessing the data can be found at http://www.zillow.com/ztrax. The results and opinions are those of the authors and do not reflect the position of Zillow Group, Inc., SafeGraph, or Real Capital Analytics. Business listings and footfall data were provided by SafeGraph.
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