Tobacco Product Compliance Check Violations Involving Minors

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This layer displays information obtained from analysis of the Food and Drug Administration (FDA) Compliance Check Inspections of Tobacco Product Retailers database. This database contains address-level records for each retailer inspection – including decision date, violation type, and tobacco product type – dating back to 2011. These address-level records are geocoded and aggregated to the county level for multi-year periods* based on the inspection result decision date. Percentages are calculated by dividing the number of inspections with violations (any or minor-related) by the total number inspections in a given area and reporting period.

Note: Multi-year periods are used to enable stable comparisons over time, as some counties have no inspections during a single reporting year.

Tobacco Product Compliance Check Violations Involving Minors

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This layer displays information obtained from analysis of the Food and Drug Administration (FDA) Compliance Check Inspections of Tobacco Product Retailers database. This database contains address-level records for each retailer inspection – including decision date, violation type, and tobacco product type – dating back to 2011. These address-level records are geocoded and aggregated to the county level for multi-year periods* based on the inspection result decision date. Percentages are calculated by dividing the number of inspections with violations (any or minor-related) by the total number inspections in a given area and reporting period.

Note: Multi-year periods are used to enable stable comparisons over time, as some counties have no inspections during a single reporting year.

Locations of SNAP-Authorized Retailers

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This layer displays information regarding the locations and characteristics of SNAP authorized retailers across the US. Data has been updated to reflect stores accepting SNAP as of May 20, 2014.

Locations of SNAP-Authorized Retailers

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This layer displays the locations of SNAP authorized retailers across the US. Data has been updated to reflect stores accepting SNAP as of May 15, 2016.

Locations of SNAP-Authorized Retailers

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This layer displays the locations of SNAP authorized retailers across the US. Data has been updated to reflect stores accepting SNAP as of December 22, 2017.

Population Living Near a Major Grocery Store – Distance

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This layer displays the percentage of population who live near a major supermarket or grocery store. Locations of retailers are based on a subset of locations from the April, 2019 USDA directory of SNAP-authorized retailers.

Locations of SNAP-Authorized Retailers

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This layer displays the locations of SNAP authorized retailers across the US. Data has been updated to reflect stores accepting SNAP as of April, 2019.

Locations of SNAP-Authorized Retailers

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This layer displays the locations of SNAP authorized retailers across the US. Data has been updated to reflect stores accepting SNAP as of August, 2020.