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Consumer Spending Data Explorer

Consumer Spending Data Explorer

How are consumers spending their money as we approach a possible recession?
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Ohio Online Grocery Spend

Ohio Online Grocery Spend

See how online grocery spending behavior varies by region and brand in Ohio using SafeGraph Spend.
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SafeGraph Category Tags

SafeGraph Category Tags

Explore SafeGraph's expanded coverage for category tags - more granular than NAICS codes for understanding specific place types.
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California Pharmacy Spend
California Pharmacy SpendCalifornia Pharmacy Spend
Explore regional trends in spending at Walgreens and CVS in California during the month of September 2021 using SafeGraph's Places and Spend datasets.
Baltimore Restaurant Spend
Baltimore Restaurant SpendBaltimore Restaurant Spend
Explore consumer behavior spending trends at Baltimore restaurants using SafeGraph Places and Spend data in Mapbox.
Parking Lot Polygons
Parking Lot PolygonsParking Lot Polygons
Hover over a POI to see the parking lots associated to that place.
Beijing 2022 Olympics Map
Beijing 2022 Olympics MapBeijing 2022 Olympics Map
Explore points of interest located near the Beijing 2022 Olympic event locations.
Mobile Network Footprints
Mobile Network FootprintsMobile Network Footprints
Understand the mobile network competitive landscape.
SafeGraph Places Statistics: POI Data Coverage by Country
SafeGraph Places Statistics: POI Data Coverage by CountrySafeGraph Places Statistics: POI Data Coverage by Country
Explore - and measure - SafeGraph's POI data coverage for any country in the world.
QSR Consumer Spending Data for Delaware, 2020-2021
QSR Consumer Spending Data for Delaware, 2020-2021QSR Consumer Spending Data for Delaware, 2020-2021
Anonymized, Location-Based Transaction Data Powered by SafeGraph Spend
Foot Traffic to Gyms 2020 vs 2021
Foot Traffic to Gyms 2020 vs 2021Foot Traffic to Gyms 2020 vs 2021
Comparing any during-pandemic month in 2020 (March and afterwards) to a month in 2021, we see an enormous increase in foot traffic at gyms. July through December we see year-on-year increases in the range of 25-50%.
Global QSR Market Footprints
Global QSR Market FootprintsGlobal QSR Market Footprints
See the market footprints of five top QSR chains in this dashboard from October 2021.
Grocery Store Access
Grocery Store AccessGrocery Store Access
This StoryMap from Esri shows which areas are within a ten minute walk or ten minute drive of a grocery store in the United States and Puerto Rico using SafeGraph data.
Visit Attribution Methods: Radius vs. Building Footprint
Visit Attribution Methods: Radius vs. Building FootprintVisit Attribution Methods: Radius vs. Building Footprint
Why Building Footprints are More Accurate than Centroid Radii for Visit Attribution
Mobility vs Buffer Trade Areas
Mobility vs Buffer Trade AreasMobility vs Buffer Trade Areas
Mobility data provides more detailed and accurate trade areas than a store radius.