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

Exempt Organization Rates by ZIP Code and County

This layer displays the total number and rate of tax-exempt organizations classified as 501(c)(3) from the July 2018 Exempt Organizations Business Master File Extract (EO BMF). Data are displayed by county and ZIP Code Tabulation Area (ZCTA).

Child Day Care Organizations, 2018

This layer displays locations of child day care organizations. Address-level data are acquired from the July 2018 IRS Exempt Organization Business Master File Extract (EO BMF); day care service organizations are selected as a subset of exempt organizations based on … 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.

FEMA Disaster Declarations, Flood, 1958-2018

This layer displays the total number of federal disaster and emergency declarations for flood events by county for through June, 2018. For this analysis, flood events include the following designated events: Mud/Landslide; Dam/Levee Break; and Flood. For more layers from … Continued

FEMA Disaster Declarations by County, 2017

This layer displays the total number of federal disaster and emergency declarations by county for the year 2017. Disaster events include severe weather events (like tornadoes, hurricanes, and floods) as well as emergencies of man-made origin (like terrorist attacks or … Continued

Cancer Incidence Rates by County, 2011-15

Layer displays cancer incidence rates (all sites) per 100,000 population by state and county. Additional map layers from this update include incidence rates for breast cancer, colon and rectum cancer, lung cancer, prostate cancer, and more.

Teen Birth Rates by County, 2010 and 2015

This dataset contains estimated teen birth rates for age group 15–19 (expressed per 1,000 females aged 15–19) by county and year. Hierarchical Bayesian space-time models were used to generate hierarchical Bayes estimates of county teen birth rates for each year. … Continued

Opiate Prescription Rates

The data in the maps show the geographic distribution in the United States, at both state and county levels, of retail opioid prescriptions dispensed per 100 persons from 2006–2016. Data are displayed using state and county level boundaries. The state … Continued

Low Education Counties

Low education counties are those where 20% or more of county residents age 25-64 did not have a high school diploma or equivalent, determined by the American Community Survey 5 Year average data for 2008-12.

Low Employment Counties

Low employment counties are those where less than 65% of county residents age 25-64 were not employed, determined by the American Community Survey 5 Year average data for 2008-12.

Population Loss Counties

Population loss counties are those where the number of county residents declined between the 1990 and 2000 censuses and also between the 2000 and 2010 censuses.

Retirement Destination Counties

Retirement destination counties are those where the number of residents age 60 and older grew by 15% or more between the 2000 and 2010 censuses due to net migration.

Persistent Poverty Counties

Persistent poverty counties are those where 20% or more of county residents were poor, measured by the 1980, 1990, and 2000 censuses, and the 2007-11 American Community Survey.

Persistent Child Poverty Counties

Persistent child poverty counties are those where 20% or more of county related children under 18 were poor, measured in the 1980, 1990, 2000 censuses, and the 2007-11 American Community Survey.

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 modelled estimates based on survey data from the CDC Behavioral Risk Factor Surveillance System.

Net Population Migration (Gain or Loss), 2011-2021

This layer displays the net migration rate for United States counties between 2010 and 2020. Net migration is the balance of immigration and emigration over a given time period. Net migration does not include natural change, or change due to … Continued

Household Income of In-Migrants, 2017-2018

This layer displays the adjusted gross income of in-migrants of United States counties between 2017-2018. This is calculated by dividing the total adjusted gross income of the county by the total number of in-migrants. Income values are based on federal … Continued

Household Income of Out-Migrants, 2017-2018

This layer displays the adjusted gross income of out-migrants of United States counties between 2017-2018. This is calculated by dividing the total adjusted gross income of the county by the total number of out-migrants. Income values are based on federal … Continued

Access to High-Speed Internet

This layer displays the percentage of population with access to high speed internet as of June 2017. Data are available by County, census tract, and block group. Caculations do not include access based solely on cellular internet providers.

Average Number of High-Speed Internet Providers

This layer displays the average number of high-speed internet providers as of June 2017. Data are available by county, census tract, and census block group. Values are population-weighted; caculations do not include internet access based solely on cellular internet providers.

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. More information about Police Employee Data can be found here

Incarceration Rate, White Male

This layer displays incarceration rate figures as compiled by Opportunity Insights at Harvard University. Data is available at the county, tract, and communing zone level.

Household Income, Black Female

This layer displays household income figures as compiled by Opportunity Insights at Harvard University. Data is available at the county, tract, and communing zone level.

Household Income, Black Male

This layer displays household income figures as compiled by Opportunity Insights at Harvard University. Data is available at the county, tract, and communing zone level.

Household Income, Hispanic Female

This layer displays household income figures as compiled by Opportunity Insights at Harvard University. Data is available at the county, tract, and communing zone level.

Household Income, Hispanic Male

This layer displays household income figures as compiled by Opportunity Insights at Harvard University. Data is available at the county, tract, and communing zone level.

Household Income, White Female

This layer displays household income figures as compiled by Opportunity Insights at Harvard University. Data is available at the county, tract, and communing zone level.

Household Income, White Male

This layer displays household income figures as compiled by Opportunity Insights at Harvard University. Data is available at the county, tract, and communing zone level.

National Wetlands Inventory (NWI), 2018

The National Wetlands Inventory (NWI) provides detailed information on the characteristics and distribution of wetlands in the United States. This update incorporates many changes, including the representation of wetland areas for intermittent streams.

Agricultural Census, Field Crops, 2012

A comprehensive summary of agricultural activity for the United States and for each state. Includes number of farms by size and type, inventory and values for crops and livestock, operator characteristics, and much more.

Cropland Data Layer, 2014

The 2014 Cropland Data Layer (CDL) developed by the USDA National Agricultural Statistics Service (NASS)

Cropland Data Layer, 2015

The 2015 Cropland Data Layer (CDL) developed by the USDA National Agricultural Statistics Service (NASS)

Cropland Data Layer, 2016

The 2016 Cropland Data Layer (CDL) developed by the USDA National Agricultural Statistics Service (NASS)

Cropland Data Layer, 2017

The 2017 Cropland Data Layer (CDL) developed by the USDA National Agricultural Statistics Service (NASS)

Farming Dependent Counties

Farming dependent counties are those where 25% or more of the county’s average annual labor and proprietors’ earning were derived from farming, or 16% or more of jobs were in farming, as measured by 2010-12 Bureau of Economic Analysis, Local … Continued

Mining Dependent Counties

Mining dependent counties are those where 13% or more of the county’s average annual labor and proprietors’ earning were derived from mining, or 8% or more of jobs were in mining, as measured by 2010-12 Bureau of Economic Analysis, Local … Continued

Manufacturing Dependent Counties

Manufacturing dependent counties are those where 23% or more of the county’s average annual labor and proprietors’ earning were derived from manufacturing, or 16% or more of jobs were in manufacturing, as measured by 2010-12 Bureau of Economic Analysis, Local … Continued

Government Dependent Counties

Government dependent counties are those where 14% or more of the county’s average annual labor and proprietors’ earning were derived from federal or state government, or 9% or more of jobs were in federal or state government, as measured by … Continued

Recreation Dependent Counties

Recreation dependent counties are determined by a weighted index of three measures: 1. Jobs; 2. Earnings in the following: entertainment, recreation, accommodations, eating/drinking places, and real estate; and 3. the share of vacant housing units intended for seasonal/occasional use. Recreation … Continued

Non-Specialized Counties

Non-specialized counties are those that did not meet the economic dependence threshold for any other type, as measured by 2010-12 Bureau of Economic Analysis, Local Area Personal Income and Employment data.

Locations of Primary Care Physicians

This layer displays the locations of all primary care physicians with a CMS National Provider Identifier (NPI). Primary care physicians are those MDs or DOs specializing in family practice, general practice, pediatric medicine, or internal medicine. Data are from the … Continued

500 Cities Project Data by City and Census Tract, 2016

Map data topics include preventative health, risk behaviors, and clinical care. Estimates from the 500 Cities Project are available at the state, city, and census tract level. Data representing year 2016 were released in December, 2018. For more map layers … Continued

Air Toxics – Non-Cancer Risk by Census Tract

Layer displays the modelled non-cancer risk associated with air toxics exposure. A hazard index (HI) of 1 or lower means air toxics are unlikely to cause adverse noncancer health effects over a lifetime of exposure.

Selected Mortality Rates for 2013-17 by County

This layer displays cancer mortality rates from the CDC’s National Vital Statistics System – Mortality database. Data are 5-year aggregates for 2013-17 and grouped by ICD-10 codes.

Opioid Overdose Mortality for 2013-17 by County

This layer displays opioid overdose mortality rates from the CDC’s National Vital Statistics System – Mortality database. Data are 5-year aggregates for 2013-17 and grouped by ICD-10 codes.

Incarceration Rate, Black Female

This layer displays incarceration rate figures as compiled by Opportunity Insights at Harvard University. Data is available at the county, tract, and communing zone level.

Incarceration Rate, Black Male

This layer displays incarceration rate figures as compiled by Opportunity Insights at Harvard University. Data is available at the county, tract, and communing zone level.

Incarceration Rate, Hispanic Female

This layer displays incarceration rate figures as compiled by Opportunity Insights at Harvard University. Data is available at the county, tract, and communing zone level.

Incarceration Rate, Hispanic Male

This layer displays incarceration rate figures as compiled by Opportunity Insights at Harvard University. Data is available at the county, tract, and communing zone level.