Mapping Opportunity

Maps of urban inequality are usually built from income data alone. This paper builds an alternative map from mobility data — how people actually move through a city — and compares it against a household income and opportunity survey. The combined mobility-and-income model explains substantially more variance in reported access to opportunity than income data alone, suggesting mobility data can reveal inequality that conventional statistics miss.