Residential Vacancies by Census Tract, 2018

This layer displays information about residential address vacancies reported by the United States Postal Service and the US Department of Housing and Urban Development (HUD). This map displays data from the 4th quarter of 2018 (October – December); map layers … Continued

Business Vacancies by Census Tract, 2018

This layer displays information about commercial address vacancies reported by the United States Postal Service and the US Department of Housing and Urban Development (HUD). This map displays data from the 4th quarter of 2018 (October – December); map layers … Continued

Residential Vacancies by Census Tract, 2017

This layer displays information about residential address vacancies reported by the United States Postal Service and the US Department of Housing and Urban Development (HUD). This map displays data from the 4th quarter of 2017 (October – December); map layers … Continued

Business Vacancies by Census Tract, 2017

This layer displays information about commercial address vacancies reported by the United States Postal Service and the US Department of Housing and Urban Development (HUD). This map displays data from the 4th quarter of 2017 (October – December); map layers … Continued

Adult Obesity by County, 2016

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.

American Communities Project

The 15 community types identified in the American Communities Project (ACP) were derived from a standard clustering method of analysis, conducted by political scientist Iris Hui, PhD, where a set of 36 different indicators – everything from population density to … Continued

High-strength formula opioid pills per capita, 2006-2012

This layer displays the average annual number of high-strength (>30 MME) prescription opioid pain pills purchased for sale in counties across the United States. Data are based on CARES of analysis data made available by the Washington Post.

Opportunity Index Score

The Opportunity Index is a composite measure that draws upon important economic, educational, health, and community-related indicators of opportunity. The Index was launched in 2011 and has since been updated regularly. It provides insight into the multidimensional nature of opportunity … Continued

Injuries by Falls

This layer contains data about injuries sustained from falls collected from the Missouri Department of Health & Senior Services. Data is available for age brakets; Under 15, 15-24, 25-44, 45-64, and Over 64. For more information visit the Missouri Information … Continued

Primary Care Physician Access

This layer displays the rate of physicians per 10,000 population and the total number of physicians at the census tract and county level. Other related layers include various specialities and the number of primary care providers within 5 miles of … Continued

National Commodity Crop Productivity Index 3.0

The National Commodity Crop Productivity Index 3.0 replaces version 2.0 as the National Crop Index. The NCCPI is a method of arraying the soils of the U.S. for non-irrigated commodity crop production based on their inherent soil properties. The interpretation … Continued

Natural Gas Pipelines

The U.S. natural gas pipeline network is a highly integrated network that moves natural gas throughout the continental United States. The pipeline network has about 3 million miles of mainline and other pipelines that link natural gas production areas and … Continued

Oil and Natural Gas Well Density

This layer was created using point data of Oil and Natural Gas wells in the United States. An Oil and Natural Gas Well is a hole drilled in the earth for the purpose of finding or producing crude oil or … Continued

Wind Turbine Density

This layer was created using point data of Wind Turbine locations within the U.S. from USGS. Density was calculated using a circular neighborhood of 1 mile and each cell is 1 square mile in area.

Power Plants

This layer shows the location of eletricty gernerating power-plants in the U.S., the total capacity of each plant, and the primary fuel source.

Army Corps Enbankments

This layer displays United States Army Core of Engineers surveyed Embankments. The USACE defines an Embankment as the area of a floodplain from which flood water is excluded by the levee system. For more information about USACE data, visit the … Continued

Uranium Deposits

This database contains the records previously provided in the Mineral Resource Data System (MRDS) of USGS and the Mineral Availability System/Mineral Industry Locator System (MAS/MILS) originated in the U.S. Bureau of Mines, which is now part of USGS. The MRDS … Continued

Ethanol Plants

This feature class/shapefile represents Ethanol Plants. An Ethanol Plant is a facility that uses various biomass source to produce ethanol for use as a fuel.

Army Corps Floodwalls

This layer displays United States Army Core of Engineers surveyed Floodwalls. The USACE defines an Floodwall as a structure erected to protect areas from high river stages. For more information about USACE data, visit the National Levee Database here .

Army Corps Leveed Areas

This layer displays United States Army Core of Engineers surveyed Leveed Areas. The USACE defines a Levee Areas as the area of a floodplain from which flood water is excluded by the levee system. For more information about USACE data, … Continued

Electric Substations

This feature class/shapefile represents electric power substations primarily associated with electric power transmission. In this layer, substations are considered facilities and equipment that switch, transform, or regulate electric power at voltages equal to, or greater than, 69 kilovolts. Substations with … Continued

Coal Mines

This layer shows the location and production of coal mines within the United States

National Land Cover Dataset

The National Land Cover Database (NLCD) serves as the definitive Landsat-based, 30-meter resolution, land cover database for the Nation. NLCD provides spatial reference and descriptive data for characteristics of the land surface such as thematic class (for example, urban, agriculture, … Continued

Locations of Addiction/Substance Abuse Providers

This layer displays the locations of all addiction or substance abuse providers with a CMS National Provider Identifier (NPI). Addiction or substance abuse providers include MDs, DOs, and other credentialed professionals specializing substance abuse treatment, rehabilitation, addiction medicine, or providing … Continued

Locations of Dental Care Providers

This layer displays the locations of all dental health care providers with a CMS National Provider Identifier (NPI). Data are from the Centers for Medicare and Medicaid Services (CMS) August 2019 National Provider Identifier (NPI) downloadable file.

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

Local Law Enforcement

This layer includes any location where sworn officers of a law enforcement agency are regularly based or stationed. Law Enforcement agencies “are publicly funded and employ at least one full-time or part-time sworn officer with general arrest powers”. This is … Continued

Power Plants

This feature class/shapefile represents electric power plants. Power plants are all the land and land rights, structures and improvements, boiler or reactor vessel equipment, engines and engine-driven generators, turbo generator units, accessory electric equipment, and miscellaneous power plant equipment are … Continued

Childcare Facilities

This feature class/shapefile contains locations of child day care centers for the 50 states of the USA, Washington D.C., and Puerto Rico.The dataset only includes center based child day care locations (including those located at schools and religious institutes) and … Continued

Fire Stations

Fire Stations in the United States includes any location where fire fighters are stationed or based out of, or where equipment that such personnel use in carrying out their jobs is stored for ready use. Fire Departments not having a … Continued

Endangered or Threatened Species, Total by County, 2019

The Environmental Conservation Online System (ECOS) is a gateway web site that provides access to data systems in the U.S. Fish and Wildlife Service (Service) and other government data sources. This central point of access assists Service personnel in managing … Continued

Fatal Motor Vehicle Crashes by Location, 2018

This layer displays the location or intersection of fatal crashes occurring in 2018. This layer can be toggled to view fatal crashes involving a drunk driver, and crashes with pedestrian fatalities.

Fatal Motor Vehicle Crashes by County, 2014-2018

This layer displays the number and rate of fatalities from motor vehicle crashes ccurring between 2014 and 2018, aggregated by county. Unlike typical mortality data, this data layer represents the location of the fatal crash, and not the county of … Continued

Safe Drinking Water Information System Sites

This layer displays the locations of a subset of the Environmental Protection Agency (EPA) Safe Drinking Water Information System (SDWIS) sites. The SDWIS contains information about public water systems and their violations of EPA’s drinking water regulations. Data can be … Continued

Air Quality System Sites

This layer displays the locations of air quality monitoring stations in the United States. The Air Quality System (AQS) contains ambient air pollution data collected by EPA, state, Local, and tribal air pollution control agencies from thousands of monitoring stations. … Continued

Emissions & Generation Resource Integrated Database (eGRID)

This layer displays the locations of the Environmental Protection Agency (EPA) Emissions & Generation Resource Integrated Database (eGRID) sites. The eGRID is a comprehensive source of data on the locations and environmental characteristics of almost all electric power generated in … Continued

Brownfield Sites

This layer displays the locations of the Environmental Protection Agency (EPA) Assessment, Cleanup and Redevelopment Exchange System (ACRES) sites. ACRES stores information reported by EPA Brownfields grant recipients on brownfields properties assessed or cleaned up with grant funding as well … Continued

Air Facility System Sites

This layer displays the locations of regulated facilities that discharge air pollutants in the United States. The Air Facility System (AFS) contains compliance and permit data for stationary sources of air pollution (such as electric power plants, steel mills, factories, … Continued

National Pollutant Discharge Elimination System (NPDES)

This layer displays the locations of regulated facilities that discharge pollutants into surface waters in the United States. Location and environmental characteristics about facilities requiring discharge permits is contained in the Environmental Protection Agency (EPA) National Pollutant Discharge Elimination System … Continued

Toxic Release Inventory by County

This layer displays the amount of toxic releases based on the Environmental Protection Agency (EPA) Toxics Release Inventory (TRI), a national program which tracks the management of over 650 toxic chemicals that pose a threat to human health and the … Continued

Statistics of U.S. Businesses

These data include number of establishments and corresponding employment change for births, deaths, expansions, and contractions from 2015 to 2016. The data are presented by geographic area, industry, and enterprise employment size.

FBI Crime Statistics

These layers display various violent crime and property crime rates and totals in counties across the United States. Violent crime includes murder, rape, robbery, and aggravated assault while property crimes include burglary, larceny-theft, motor vehicle theft, and arson. Crime totals … Continued

Statistics of Income from the IRS

Layers display ZIP code and county-level information about tax returns filed in 2016, including the number and percentage of returns claiming Earned Income Tax Credits. Data is acquired through the IRS IRS County Data.

2010 Census Mail Return Rate

This layer displays areas defined as Hard to Count by the United States decennial census. Data is from the US Census Planning Database and included 2010 Response Rates, Mail Return Rates, Low Response Score, and ACS Response Rates. More information … Continued

2010 Census Low Response Score

This layer displays areas defined as Hard to Count by the United States decennial census. Data is from the US Census Planning Database and included 2010 Response Rates, Mail Return Rates, Low Response Score, and ACS Response Rates. More information … Continued

ACS 13-17 Self Response Score

This layer displays areas defined as Hard to Count by the United States decennial census. Data is from the US Census Planning Database and included 2010 Response Rates, Mail Return Rates, Low Response Score, and ACS Response Rates. More information … Continued

Electric Bulk Power Transmission Lines

This layer represents electric power transmission lines. Transmission Lines are the system of structures, wires, insulators and associated hardware that carry electric energy from one point to another in an electric power system. Lines are operated at relatively high voltages … Continued

Coal Fields

This data set shows the coal fields of Alaska and the conterminous United States. Most of the material for the conterminous United States was collected from James Trumbull’s “Coal Fields of the United States, Conterminous United States” map (sheet 1, … Continued

Oil and Natural Gas Fields

The layer represents Oil and Natural Gas Fields. Generally, Oil and Natural Gas “Fields” are defined as “a low in the Earth’s crust of tectonic origin in which sediments have accumulated.” This definition was originally defined by the Bureau of … Continued

Crude Oil Pipelines

This layer represents crude oil pipelines throughout the U.S. and part of Canada.

Location Affordability Index for Family at AMI

This layer displays the estimated percentage of household income for housing and transportation for a family earning the Area Median Income (AMI). The expected values for housing and transportation are modelled by HUD using data from the US Census Bureau … Continued

Location Affordability Index for Family Below AMI

This layer displays the estimated monthly cost for housing and transportation for a low-income, single-parent family (earning 50% of the Area Median Income). The values for housing and transportation are modelled by HUD using data from the US Census Bureau … Continued

Internet Usage at Broadband Speeds

This layer displays the percent of people who use the internet at broadband speeds (Greater than 25 MBPS download speed). Data is derived from the Microsoft data science and analytics team, using anonymized user data and aggregated to the county … Continued

Gross Domestic Product

This layer displays the Gross Domestic Product (GDP) produced within each U.S. county and the percent change in GDP from the previous year. GDP is the monetary value of all the goods and service produced within a county and is … Continued

Tree Canopy Areas

This layer shows the percentage of land area covered by tree canopy based on data from the 2016 The National Land Cover Database (NLCD) Percent Tree Canopy Collection. The NLCD tree canopy imagery is a product of the U.S. Forest … Continued

Providers of Service

This layer displays the point locations of all providers of service (POS) in the U.S. The POS database contains the addresses and characteristics of all health care providers, including hospitals, skilled nursing facilities, rural health clinics, and more.

Head Start Facilities

This layer displays locations of Head Start facilites in the United States. The Administration for Children and Families (ACF) identifies head start facilities as either a center, an early childhood center, a seasonal / migrant center, or any combination of … Continued

Access to High-Speed Internet

This layer displays the percentage of population with access to broadband internet. Data are from the August, 2019 release of the Federal Communication Commission (FCC) Fixed Broadband Deployment Dataset and reflect conditions as of June 2018. Data are available by … Continued