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ruraldefinitions

A package for easily accessing and manipulating federal rural definitions

# install.packages("devtools")
devtools::install_github("ruralinnovation/ruraldefinitions")

Getting started

County-level rural definitions are loaded into the package and can be directly accessed (e.g., ruraldefinitions::cbsa_2020). Tract-level definitions and lower can be accessed using the get_definition function which requires a definition name and year as parameters. For instance, the 2020 CORI definition can be accessed with get_definition("cori", 2020).

Here are the definitions and years that are currently supported by the package:

Name Year Geographic Unit Download
Census 2010 Block Available through package
Census 2020 Block Available through package
RUCA 1990 Tract CSV
RUCA 2000 Tract CSV
RUCA 2010 Tract CSV
CORI 2020 Tract CSV
CBSA 2020 County CSV
CBSA 2023 County CSV
NCHS 1990 County CSV
NCHS 2006 County CSV
NCHS 2013 County CSV
NCHS 2023 County CSV
RUCC 1974 County CSV
RUCC 1983 County CSV
RUCC 1993 County CSV
RUCC 2003 County CSV
RUCC 2013 County CSV
RUCC 2023 County CSV
UIC 1993 County CSV
UIC 2003 County CSV
UIC 2013 County CSV
UIC 2024 County CSV

Selecting a definition

If you are working with county data, we recommend using the CBSA or "Nonmetro" definition of rural. If you have access to Census tract data, we recommend using our rural definition which uses the Nonmetro and RUCA definitions to include rural tracts within metro counties.

If you'd like to read more about how we came to these decisions, we recommend reading our piece on defining rural America or our summary writeup in the Urban Institute's Do No Harm Guide on crafting equitable data narratives.

Available rural definitions

CORI (Center on Rural Innovation)
Classifies Census tracts as rural if they are located within nonmetropolitan counties (based on the OMB definition) or if they score 4 or higher on the USDA’s Rural-Urban Commuting Area (RUCA) codes.

RUCA (Rural-Urban Commuting Area Codes)
Classifies Census tracts into categories based on measures of economic integration, such as population density, urbanization, and commuting patterns. Published by the U.S. Department of Agriculture (USDA).

CBSA (Core-Based Statistical Areas)
Designates counties as metropolitan, micropolitan, or noncore based on population size and the presence of urban centers. Micropolitan and noncore counties are considered nonmetropolitan. Defined by the Office of Management and Budget (OMB).

NCHS (National Center for Health Statistics)
Subdivides the OMB definition into four metropolitan and two nonmetropolitan categories. Metropolitan counties with populations of 1 million or more are further classified as either central (e.g., inner cities) or fringe (e.g., suburbs).

RUCC (Rural-Urban Continuum Codes)
Metropolitan counties are distinguished by population size, while nonmetropolitan counties are classified by degree of urbanization and proximity to a metropolitan area. Published by the USDA.

UIC (Urban Influence Codes)
Classifications are based on population size, degree of urbanization, and adjacency to metropolitan areas. Published by the USDA.

Census (Census Bureau Rural Definition)
Defines rural areas as Census blocks not located within an urban area. Urban areas are determined using thresholds for population size and housing density.

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Package for accessing rural definitions

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