Lung Cancer Incidence Rates, 2008-12

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

Places of Worship, 2014

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

Majority-Minority Schools

This layer displays the location of public schools where the majority (50% or more) of the student body is a minority race or ethnicity (American Indian, Asian, Black, Hispanic/Latino, Pacific Islander, or Multiple Race). This point-level data is acquired from … Continued

Access to Farmer’s Markets

This layer displays the percentage of each county’s population (or low income population) living near a farmer’s market (defined as within a 3 mile radius in urban areas and a 10 mile radius in urban areas).

Frontier and Remote (FAR) ZIP Code Areas

ERS has developed ZIP-code-level frontier and remote area (FAR) codes to aid research and policymaking. This version is based on 2010 Census population data and urban area boundaries.

Opportunity Data – Labor Market Index

The labor-market engagement index provides a summary description of the relative intensity of labor market engagement and human capital in a neighborhood. This is based upon the level of employment, labor force participation, and educational attainment in a census tract.

Opportunity Data – School Proficiency Index

The school proficiency index uses school-level data on the performance of 4th grade students on state exams to describe which neighborhoods have high-performing elementary schools nearby and which are near lower performing elementary schools.

Hydrography – Rivers & Streams

Hydrography depicts surface water, including rivers and streams, lakes and ponds, canals, coastlines, and many other water features. The Hydrography layer combines two data sets: the 2014 National Map Hydrographic Geodatabase (1:1,000,000 scale) for small to medium scales, and the … Continued