Using social media to understand drivers of urban park visitation in the Twin Cities, MN

•We used social media data to measure patterns of urban park visitation and assess factors influencing use.•Social media-derived estimates were validated as reliable proxy for survey-derived visitation.•Water features, amenities, trails, and population density are shown to be important factors for urban park visitation.