Diabetes Prevalence by County, 2021

This updated layer displays the estimated percentage of adults with diagnosed diabetes by county. These figures are multi-year modeled estimates based on survey data from the CDC Behavioral Risk Factor Surveillance System.

Missouri Area Career Centers

This layer displays the location of Area Career Centers (ACCs) in Missouri. Area Career Centers provide Career and Technical Training for students from participating high schools and community colleges. Courses often include Culinary and Hospitality Management, Building Trades, Electrical Technologies, … Continued

Presidential Election Results, 2020

2020 election results at the county-level are scraped from results published by Fox News, Politico, and the New York Times and made available on GitHub. Total votes cast were divided by the total citizen voting age population as reported by … Continued

Deaths of Despair for 2019-23 by County

This layer displays deaths of despair rates from the CDC’s National Vital Statistics System – Mortality database.  Data are 5-year aggregates for 2019-23 and grouped by ICD-10 codes.

Hourly Wage Needed to Afford Housing, 2021

This map layer displays hourly wage needed to afford fair market rent (FMR) housing with 1, 2, or 4 bedrooms. The data is obtained from the National Low Income Housing Coalition (NLIHC) Out of Reach (OOR) 2021 dataset. 2016 to … Continued

Population Living in Urban Areas

This layer displays percent of population living in urban areas as of 2020. Urban areas are identified using population density, count, and size thresholds. This data was released as part of the decennial census in April 2020. Learn more about … Continued

Manufacturing Dependent Counties

Manufacturing dependent counties are those where at least 25 percent of the county’s annual average earnings came from manufacturing or at least 17 percent of the annual average number of jobs in the county were in manufacturing over the 3-year … Continued

Public Protected Areas

This layer displays public land owned by federal, state, or local government with public access.

Opioid Overdose Mortality for 2015-19 by County

This layer displays opioid overdose mortality rates from the CDC’s National Vital Statistics System – Multiple Cause of Death database. Data are 5-year aggregates for 2015-19 and grouped by ICD-10 codes.

Multi-Family Assisted Housing

Layer displays the approximate locations of Multifamily Assisted Housing properties that are monitored by the US Department of Housing and Urban Development (HUD). The three largest assistance programs for Multifamily housing are Section 8 (Project Based Assistance), Section 202 (Supportive … Continued

Diabetes Mortality for 2016-20 by County

This layer displays diabetes mortality rates from the CDC’s National Vital Statistics System – Mortality database.  Data are 5-year aggregates for 2016-20 and grouped by ICD-10 codes.

Characteristics of Assisted Housing Residents

This layer displays information about residents of assisted housing properties in counties across the US. Characteristics include the percent of disabled, elderly, and single-parents in assisted housing facilities.

Small Business Loans

The new lending to businesses with revenues under $1 million, by amount and number of loans. Data are retrieved from Federal Financial Institutions Examination Council (FFIEC) Community Reinvestment Act (CRA) 2022 Aggregate data. Data includes amount, percent, and number of … Continued

Medical Debt in Collections, 2020

This layer displays debt information at the state and county levels from the Urban Institute’s 2021 Debt in America. Data includes medical debt, student loan debt, automobile debt, retail debt and any debt in collections based on December 2020 credit … Continued

Influenza Vaccination by County, Adult (2021)

This layer displays immunization rates for seasonal influenza among adults aged 18 and older. Data are from the Centers for Disease Control and Prevention (CDC) FluVaxView data portal. The county-level estimates within FluVaxView are derived from responses to the 2021 … Continued

Diabetes Prevalence by County, 2019

This updated layer displays the estimated percentage of adults with diagnosed diabetes by county. These figures are multi-year modeled estimates based on survey data from the CDC Behavioral Risk Factor Surveillance System.

Low Education Counties

Low education counties are those where at least 57 percent of residents ages 25 to 64 did not have any post-secondary education in the 2018–22 5-year American Community Survey (ACS). Metropolitan and nonmetropolitan areas are based on the U.S. Office … Continued

Drug Overdose Death by County and Census Tract, 2023-24

This layer displays timely information on the estimated overdose mortality rate for counties and census tracts using provisional and final death data. Some census tracts are grouped to protect data privacy. Rates are modeled for areas with greater than 0 … Continued

Incarceration Rate by Census Tract, 2010

This layer displays the estimated 2010 incarceration rate for persons born in the reference census tract. Data are part of the 2018 Opportunity Insights Atlas, prepared by researchers at Harvard University. Data are available at the county and census tract … Continued

Local Public Health Agency Districts

This dataset developed by the Missouri Department of Health and Senior Services. Location of Local Pulic Health Agencies districts in Missouri. Includes city, county and combined offices. May 2020 update.

Government Dependent Counties

Government dependent counties are those where at least 13 percent of the county’s annual average earnings came from Federal and State Government or at least 8 percent of the annual average number of jobs in the county came from Federal … Continued

Heat Index – Average Days Above 99th Percentile

This updated dataset reports the total number of days in which an extreme heat event was above the 99th percentile between 2014-2016 at the county level. Data were obtained from the Centers for Disease Control and Prevention (CDC) Environmental Public … Continued

Hepatitis A Incidence by State, 2021

This layer displays the total number and rate of persons living with Hepatitis A Incidence during the year 2021. Data are from the Centers for Disease Control and Prevention (CDC) Sexually Transmitted Diseases Surveillance System (STDSS).

Watershed Boundary Dataset, 8-Digit Hydrologic Units

The 8-Digit Hydrologic Units, a component of the Watershed Boundary Dataset (WBD), depict the fourth level hydrologic subdivision of the United States. A hydrologic unit can accept surface water from upstream drainage areas and may define a drainage area with … Continued

Any Debt in Collections, 2022

This layer displays debt information at the 2022 state and county levels provided by The Urban Institute. Data includes medical debt, student loan debt, automobile debt, retail debt and any debt in collections. Demographic information is from the 2019 American … Continued

Cancer Incidence Rates by County, 2017-2021

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.

Ambulatory Surgical Center

This dataset was developed by the Missouri Department of Health and Senior Services Definition: Ambulatory Surgical Center – “A place other than a hospital that does outpatient surgery. At an ambulatory (in and out) surgery center, you may stay for … Continued

On-Farm Market Sites

Layer displays the location of on-farm markets across the US. Data was obtained from the USDA Local Food Directories on July 12, 2025.

Mainline Protestants

This layer displays the number of Mainline Protestants Adherents using data from the Association of Religious Data Archives (ARDA).

Suicide Mortality for 2016-20 by County

This layer displays suicide mortality rates from the CDC’s National Vital Statistics System – Mortality database.  Data are 5-year aggregates for 2016-20 and grouped by ICD-10 codes.

Diabetes Prevalence by County, 2018

This updated layer displays the estimated percentage of adults with diagnosed diabetes by county. These figures are multi-year modeled estimates based on survey data from the CDC Behavioral Risk Factor Surveillance System.

Adults with no Leisure-Time Physical Activity by County, 2021

This updated layer displays the estimated percentage of adults who do not participate in any leisure-time physical activity by county. These figures are multi-year modeled estimates based on survey data from the CDC Behavioral Risk Factor Surveillance System.

Income from Transfer Payments

Layer displays information about personal income from transfer payments from the Bureau of Economic Analysis (BEA) Local Area Personal Income data series. In personal income, transfer receipts are benefits received by persons for which no current services are performed. They … Continued

Harassment or Bullying

This layer displays information about public school students of allegations of harassment or bullying on the basis of sex; race, color, national origin; disability; sexual orientation; and religion from the U.S. Department of Education Civil Rights Data Collection (CRDC).

Diabetes Mortality for 2019-23 by County

This layer displays diabetes mortality rates from the CDC’s National Vital Statistics System – Mortality database.  Data are 5-year aggregates for 2019-23 and grouped by ICD-10 codes.

Estimated Pesticide Use by County

This layer shows the estimated agricultural use of pesticide compounds for counties in the contiguous lower 48 states. Total pesticide use was calculated per area and for area in agricultural land. Additional layers for glyphosate, metolachlor, atrazine, acetochlor, 2,4-D were … Continued

Fall Mortality for 2018-22 by County

This layer displays fall mortality rates from the CDC’s National Vital Statistics System – Mortality database.  Data are 5-year aggregates for 2018-22 and grouped by ICD-10 codes.

Heart Disease Hospitalizations by County, 2015-17

This layer displays the rate hospitalization for patients with an initial hospital admission for coronary heart disease. Data are reported at the county level 2015-17 three-year period. Data are obtained from the Centers for Disease Control and Prevention (CDC) Interactive … Continued

Student Loan Debt in Collections, 2018

This layer displays debt information at the state and county levels from the Urban Institute’s 2019 Debt in America interactive platform. Data includes medical debt, student loan debt, automobile debt, retail debt and any debt in collections based on December … Continued

Heat Index – Average Days Above 95th Percentile

This updated dataset reports the total number of days in which an extreme heat event was above the 95th percentile between 2020-2022 at the county and Census tract levels. Data were obtained from the Centers for Disease Control and Prevention … Continued

30-Day Readmissions for Pneumonia by Hospital, 2015-18

This layer displays the rate of 30-day hospital readmissions for patients with an initial hospital admission for pneumonia. Data are reported at the hospital level for the July 2015 – June 2018 three-year period. Data are obtained from the Centers … Continued

Recreation Dependent Counties

Recreation dependent counties are determined by a weighted z-score of the factors listed was at least two-thirds of a standard deviation above the nonmetro mean (greater than or equal to 0.67) for: 1. Jobs in arts, entertainment, and recreation, accommodation … Continued