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Fresh, accurate, & precise data about places

SafeGraph data provides up-to-date information about points of interest around the globe. Updated monthly to reflect dynamic real world change, SafeGraph’s datasets include accurate and precise geocodes for places, as well as detailed context about those places, such as open date, place type, and related consumer behavior. These datasets are often used in research that explores geographic trends in economic conditions, migration, and risk modeling.

GIS

Real Estate

Public Policy

Urban Planning

Transportation

Hospitality

Corporate Finance

Behavioral Economics

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Research using SafeGraph

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Unveiling multifaceted resilience: A heterogeneous graph neural network approach for analyzing locale recovery patterns

Texas A&M, University of South Florida, Grand Valley State University, and Emory University

Effects of Electric Vehicle Charging Stations on the Economic Vitality of Local Businesses

Massachusetts Institute of Technology

Bottom-up framework for modelling occupancy-based demand-side management strategies in a mixed-use district

Concordia University

Assessing potential benefits of visits to neighborhoods with higher tree canopy coverage using mobility data: Associations with cardiovascular health outcomes in twenty US metropolitan areas

NYU Grossman School of Medicine

Big data insights into urban park use in the pandemic: Changes in visitation patterns and exacerbated social inequalities in the U.S.

Arizona State University

Urban green space access, social cohesion, and mental health outcomes before and during Covid-19

University of Virginia

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