Property Crimes per 100,000 Population

This layer displays property crime rates and totals in counties across the United States. Crime totals and rates are multi-year estimates for the three year period 2012-2014.

Locations of Primary Care Physicians

This layer displays the locations of all primary care physicians who accept Medicare. Primary care physicians are those MDs or DOs specializing in family practice, general practice, pediatric medicine, or internal medicine. Data are from the Centers for Medicare and … Continued

Adult Obesity by County, 2015

Layer displays the estimated percentage of adults who are in obese across all counties in the United States. These figures are multi-year modeled estimates based on survey data from the CDC Behavioral Risk Factor Surveillance System.

Total Number of Law Enforcement Officers

This layer displays the number of law enforcement officers as defined by the FBI Uniform Crime Reporting program. Data is available by city, county, and universities. View more information about Police Employee Data .

Income from Transfer Payments

This layer displays information about personal income from transfer payments. Data are from the 2016 Bureau of Economic Analysis (BEA) Local Area Personal Income data series.

Income from Medical Transfer Payments

This layer displays information about personal income from Medical transfer payments, including Medicare and Medicaid. Data are from the 2016 Bureau of Economic Analysis (BEA) Local Area Personal Income data series.

Income from SNAP/Food Assistance Payments

This layer displays information about personal income from SNAP and food assistance transfer payments. Data are from the 2016 Bureau of Economic Analysis (BEA) Local Area Personal Income data series.

Area Deprivation Index by Census Block Group

The Area Deprivation Index has been publically released! The ADI map displays rankings of neighborhoods by socioeconomic status disadvantage in a region of interest (e.g. at the state or national level). It includes factors for the theoretical domains of income, … Continued

Places of Worship, 2018

This layer displays locations of places of worship. Address-level data are acquired from the July 2018 IRS Exempt Organization Business Master File Extract (EO BMF) based on filing requirement code.