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Class Data Sources

All of the following are available for class use. Contact Andy for access to any of them.

Name Description Docs
Core Places Footprint A subset of columns in the Geometry product, and a derived column for area of the footprint of the point-of-interest. https://docs.safegraph.com/docs/places-schema#section-geometry
Core Places US (Nov 2020 - Present) Base information about a point of interest (POI) such as location name, address and brand association for top ~5,500 national brands. https://docs.safegraph.com/docs#section-core-places
Core Places (US Only) Base information about a point of interest (POI) such as location name, address and brand association for top ~5,500 national brands. https://docs.safegraph.com/docs#section-core-places
Geometry Includes the polygon of the POI and spatial hierarchy metadata defining whether the polygon is contained within another POI. Available for ~6.1MM POI in the USA and Canada https://docs.safegraph.com/docs/places-schema#section-geometry
Monthly Places Patterns (aka "Patterns") Jan 2018 - Apr 2020 Place foot-traffic and demographic aggregations that answer: how often people visit, where they came from, where else they go, and more. Available for ~3.6MM POI in the USA. Sorry the directory structure is confusing! Please see https://docs.safegraph.com/docs/places-data-delivery#section-historical-patterns-delivery https://docs.safegraph.com/docs/places-schema#section-patterns
Monthly Places Patterns (aka "Patterns") May 2020 - Present Place foot-traffic and demographic aggregations that answer: how often people visit, where they came from, where else they go, and more. Available for ~3.6MM POI in the USA. The date paths are {delivery_year}/{delivery_month}/{delivery_day}/{delivery_hour}/{name}-part{partnumber}.csv.gz . For the range covered, please use the date_range_start and date_range_end columns. Note that the Monthly May data is found in ‘patterns>2020>06>05>06’ -- meaning that the data for the month of May was published on the 5th day of June 2020. The date range you will find in that file will be: 2020-05-01 -> 2020-06-01. https://docs.safegraph.com/docs/places-schema#section-patterns
Neighbourhood Patterns SafeGraph Neighborhood Patterns contains footfall data aggregated by census block group. https://docs.safegraph.com/docs/neighborhood-patterns-2020
Open Census Data All demographics and socio-economic variables tracked by the US Census and American Community Survey, organized as individual columns, for every census block group in the USA. Also, geospatial boundaries for every census block group in the USA https://www.safegraph.com/blog/beginners-guide-to-census
Open Census Data Bulk download the complete dataset of demographics from the US Census by Census Block Group. https://docs.safegraph.com/docs/open-census-data
Social Distancing Metrics v2.1 (formerly Physical Distancing Metrics) Aggregated daily views of USA foot-traffic summarizing movement between census block groups. https://docs.safegraph.com/docs/social-distancing-metrics
Weekly Places Patterns v2 (until 2020-06-15) See Monthly Places Patterns, but aggregated and delivered weekly. USA only. https://docs.safegraph.com/docs/weekly-patterns
Weekly Places Patterns (for data after 2020-06-15) See Monthly Places Patterns, but aggregated and delivered weekly. USA only. For weeks that ended on or after 2020-06-24. The date paths are {delivery_year}/{delivery_month}/{delivery_day}/{delivery_hour}/{name}-part{partnumber}.csv.gz . For the range covered, please use the date_range_start and date_range_end columns. https://docs.safegraph.com/docs/weekly-patterns