Place Pulse by MIT is a crowd-sourced assessment based on Google Street View of how people perceive urban environments in terms of safety, liveliness, and more. Now you can map those data and you get
StreetScore (currently for New York City, Boston, Detroit, and Chicago). But that just the first step - now we need mash-ups with demographic data!
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