Big data applications are attracting increasing interest among urban researchers. One unexplored question is whether the inclusion of big accessibility indices improves accuracy hedonic price models used for residential property valuation. This paper compares a index with an derived from regional travel demand model developed by local transportation planning agencies and traditional measures de...