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Catchment Analysis Data | ESG Risk Data | Foot Traffic to Starbucks in California

A dataset by SafeGraph
~ 2.57K
9.6 MB
per record
Jan 2022
last updated


SafeGraph Patterns data, foot traffic patterns for every Starbucks in California. Data can be used for catchment analysis and various other ESG data use cases. This data is for December 2021.

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# placekey parent_placekey location_name street_address city region postal_code safegraph_brand_ids brands date_range_start date_range_end raw_visit_counts raw_visitor_counts visits_by_day poi_cbg visitor_home_cbgs visitor_home_aggregation visitor_daytime_cbgs visitor_country_of_origin distance_from_home median_dwell bucketed_dwell_times related_same_day_brand related_same_month_brand popularity_by_hour popularity_by_day device_type normalized_visits_by_state_scaling normalized_visits_by_region_naics_visits normalized_visits_by_region_naics_visitors normalized_visits_by_total_visits normalized_visits_by_total_visitors
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