Gross Pollutant Releases

This layer displays the total pounds of toxic pollutants released by industrial and federal facilities.

Children in Poverty, 2022

This layer displays the total number and percentage of children in poverty (in households with income or below 100% of the Federal Poverty Level). Data are from the latest US Census Bureau Small Area Income and Poverty Estimates (SAIPE) dataset … Continued

Median Household Income, 2022

This layer displays the median household income. Data are from the latest US Census Bureau Small Area Income and Poverty Estimates (SAIPE) dataset.

SNAP Recipients by County, 2021

This layer displays the total number and percentage of population receiving SNAP benefits by county. Data are from the latest US Census Bureau Small Area Income and Poverty Estimates (SAIPE) dataset. These estimates are collected in month of July, 2021.

Power Plants

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

FEMA National Risk Index, 2023

This layer displays the FEMA National Risk Index score, rating and national and state percentiles for each county and Census tract. These are measures of risks U.S. communities are exposed to for 18 natural hazards. Data was obtained from the … Continued

Air Toxics – Non-Cancer Risk by Census Tract

Layer displays the modeled 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.

**Important Note for Connecticut Data Users**

Due to changes in administrative boundaries in the state of Connecticut, SparkMap has updated the county-level location selection to use the latest Connecticut planning regions. Data for indicators sourced from the 2018-2022 American Community Survey 5-year estimates are direct estimates … Continued

American Community Survey data updates are here!

Updated indicators from the 2018-2022 American Community Survey 5-year Estimates are now here! Create an assessment to view the latest maps and data on population demographics, socio-economic status, housing, and more.

New American Community Survey data indicators!

As part of this release, we are adding new indicators in the assessment tool for Premium subscribers. Some of the new indicators include: Demographics: Non-White Population; Native American/Alaska Native Population Education: School Enrollment (Age 5 – 17); Post-Secondary Enrollment Income … Continued

Fatal Motor Vehicle Crashes by County, 2017-2021

This layer displays the number and rate of fatalities from motor vehicle crashes occurring between 2017 and 2021, aggregated by county. Unlike typical mortality data, this data layer represents the location of the fatal crash, and not the county of … Continued

Fatal Motor Vehicle Crashes by Location, 2021

This layer displays the location or intersection of fatal crashes occurring in 2021. This layer can be toggled to view fatal crashes involving a drunk driver, and crashes with pedestrian fatalities.

Net Change in Number of Establishments, 2019-2020

Map layers from the 2021 Business Dynamics Statistics database are now available! This Census Bureau dataset contains information on establishment and employment changes between 2020 and 2021. The linked map layer displays the rate of change for total business establishments … Continued

HIV Prevalence by County, 2021

This layer displays the total number and rate of persons living with HIV infection or stage 3 HIV (AIDS) during the year 2021. Data are from the Centers for Disease Control and Prevention (CDC) Sexually Transmitted Diseases Surveillance System (STDSS).

Chlamydia by County, 2021

This layer displays the total number and rate of chlamydia infections diagnosed during the year 2021. Data are from the Centers for Disease Control and Prevention (CDC) Sexually Transmitted Diseases Surveillance System (STDSS).

Childcare Prices by County, 2021

This layer displays information about childcare costs in counties across the United States, including the median price and the price as a percentage of household income. Data are from the National Database of Childcare Prices (NDCP). Search for additional data … Continued

Public Protected Areas

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

Historically Black Protestants

This layer displays the number of Historically Black Protestants adherents using data from the Association of Religious Data Archives (ARDA).

Mainline Protestants

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

Roman Catholics

This layer displays the number of Catholic adherents using data from the Association of Religious Data Archives (ARDA).

Latter-day Saints / Mormons

This layer displays the number of Latter-Day Saints adherents using data from the Association of Religious Data Archives (ARDA).

Jewish Adherents

This layer displays the number of Jewish adherents using data from the Association of Religious Data Archives (ARDA).

Evangelical Protestant Adherents

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

Mennonite/Amish

This layer displays the number of Mennonite/Amish adherents using data from the Association of Religious Data Archives (ARDA).

Predominant Religion

This layer displays the predominant religion in each county according to the Association of Religion Data Archives (ARDA). Adherents for each congregation were summarized according to broader categories with the category with the highest number of adherents displayed here. Categories … Continued

Religious Diversity

This layer displays the religious diversity index in each county using data from the Association of Religious Data Archives (ARDA). Adherents for each congregation were summarized according to broader categories. Categories used to calculate the index include Evangelical Protestant, Mainline … Continued

Missouri Trails

This layer displays trails accross missouri, collected from over 100 participating agencies and with the help of over 200 volunteers in 2018 and 2019. These data were collected by the Missouri Parks & Recreation Association as part of the Missouri … Continued

Diabetes Incidence by County, 2021

This updated layer displays the estimated rate per 1000 population with newly diagnosed diabetes by county. These figures are multi-year modeled estimates based on survey data from the CDC Behavioral Risk Factor Surveillance System.

Adult Obesity by County, 2021

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

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.

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.

Ischemic Heart Disease Hospitalizations County, 2018-20

This layer displays the rate hospitalization for patients with an initial hospital admission for ischemic heart disease. Data are reported at the county level for the 2018-20 three-year period. Data are obtained from the Centers for Disease Control and Prevention … Continued

Heart Attack Hospitalizations by County, 2018-20

This layer displays the rate hospitalization for patients with an initial hospital admission for heart attack. Data are reported at the county level for the 2018-20 three-year period. Data are obtained from the Centers for Disease Control and Prevention (CDC) … Continued

Stroke Hospitalizations by County, 2018-20

This layer displays the rate hospitalization for patients with an initial hospital admission for ischemic stroke. Data are reported at the county level for the 2018-20 three-year period. Data are obtained from the Centers for Disease Control and Prevention (CDC) … Continued

High Blood Pressure Hospitalizations County, 2018-20

This layer displays the rate hospitalization for patients with an initial hospital admission for hypertension (high blood pressure). Data are reported at the county level for the 2018-20 three-year period. Data are obtained from the Centers for Disease Control and … Continued

Heart Disease Hospitalizations by County, 2018-20

This layer displays the rate hospitalization for patients with an initial hospital admission for coronary heart disease. Data are reported at the county level for the 2018-20 three-year period. Data are obtained from the Centers for Disease Control and Prevention … Continued