Census: Longitudinal Employer – Household Dynamics

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Topics Employment By Industry; Workforce Demographics; Worker Age, Educational Attainment, Race, Ethnicity, Sex, and Earnings; Wages; Distance Traveled to Work; Live-Work
Source LEHD Origin-Destination Employment Statistics (LODES) data, version 7; Data used by OnTheMap; Origin-Destination (OD), Residence Area Characteristics (RAC), and Workplace Area Characteristics (WAC) files are included.
Years Available 2002-2021
Geographies block group, census tract, Census place (city), county, state, CBSA (metro area), zip code tabulation area (ZCTA), congressional district
Public Edition or Subscriber-only Public Edition
For more information http://lehd.ces.census.gov/data/#lodes
Last updated on PolicyMap July 2024

Description:

The LEHD Origin-Destination Employment Statistics (LODES) datasets are released at the Census block level in a series of state-based files available for download here: http://lehd.ces.census.gov/data/#lodes. This is the same data as what is available on Census’ OnTheMap application: http://onthemap.ces.census.gov/.

The Longitudinal Employer-Household Dynamics (LEHD) program is part of the Center for Economic Studies at the U.S. Census Bureau. The LEHD program combines federal, state and Census Bureau data on employers and employees under the Local Employment Dynamics (LED) Partnership. Under the LED partnership, states share Unemployment Insurance earnings data and the Quarterly Census of Employment and Wages (QCEW) data with the Census. Census combines these data with additional federal administrative data, Census data, and surveys. The LEHD program also creates a partially synthetic dataset on workers’ residential patterns, offering a dynamic link showing where people live and where they work.

LED was built state by state, and a handful of state-year combinations are not available. These include Alaska (2017-2021), Arizona (2002, 2003), Arkansas (2002, 2019-2021), the District of Columbia (2002-2009), Massachusetts (2002-2010), Mississippi (2002 , 2003, 2019-2021), New Hampshire (2002), Puerto Rico (all years), and the U.S. Virgin Islands (all years). Data on the resident workforce exists for these locations but are not included on PolicyMap due to their incompleteness. The resident workforce values for these missing state-year combinations only show residents who live in these states but work elsewhere. For more on the LED Partnership see: http://lehd.ces.census.gov/state_partners/.

Federal employment is not counted in state Unemployment Insurance data, and as a result federal employment was not included in LEHD until 2010. Data shown by default on PolicyMap does not contain federal employment. However, additional variables in the legend allow users to see data with federal employment included for years 2010 onwards. In order to calculate percent changes in employment and workforce numbers, PolicyMap subtracted federal employment from certain indicators (as noted) from 2010 to the most recent years available.

Some demographic variables were introduced in 2009, including race, ethnicity, educational attainment, and sex. Because of the incomparability of the data between 2009 and 2010 with the introduction of Federal employment, PolicyMap chose to begin mapping these additional indicators in 2010.

LODES data are released at the 2020 Census tabulation block geographies and PolicyMap aggregated up to the larger geographies using Census provided relationship tables. PolicyMap displays all LEHD data at the TIGER 2010 boundary geographies, except CBSAs, which are shown at 2019 geographies, and congressional districts, which are shown at the 116th congressional districts.

Available Data Layers & Indicators
Indicator Name Geographies Measurement Type Time Frame Coverage
Percent of non-federal jobs in Educational Services Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent (non-federal jobs) Annually from 2002 to 2022
Percent of non-federal jobs in Management of Companies and Enterprises Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent (non-federal jobs) Annually from 2002 to 2022
Percent of non-federal jobs in Administrative and Support and Waste Management and Remediation Services Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent (non-federal jobs) Annually from 2002 to 2022
Percent of non-federal jobs in Information Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent (non-federal jobs) Annually from 2002 to 2022
Percent of non-federal jobs in Finance and Insurance Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent (non-federal jobs) Annually from 2002 to 2022
Percent of non-federal jobs in Real Estate, Rental and Leasing Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent (non-federal jobs) Annually from 2002 to 2022
Percent of non-federal jobs in Professional, Scientific, and Technical Services Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent (non-federal jobs) Annually from 2002 to 2022
Percent of non-federal jobs in Accommodation and Food Services Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent (non-federal jobs) Annually from 2002 to 2022
Percent of non-federal jobs in Arts, Entertainment and Recreation Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent (non-federal jobs) Annually from 2002 to 2022
Percent of non-federal jobs in Health Care and Social Assistance Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent (non-federal jobs) Annually from 2002 to 2022
Percent of non-federal jobs in Wholesale Trade Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent (non-federal jobs) Annually from 2002 to 2022
Percent of non-federal jobs in Agriculture, Forestry, Fishing and Hunting Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent (non-federal jobs) Annually from 2002 to 2022
Percent of non-federal jobs in Construction Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent (non-federal jobs) Annually from 2002 to 2022
Percent of non-federal jobs in Utilities Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent (non-federal jobs) Annually from 2002 to 2022
Percent of non-federal jobs in Mining, Quarrying, and Oil and Gas Extraction Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent (non-federal jobs) Annually from 2002 to 2022
Percent of non-federal jobs in Manufacturing Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent (non-federal jobs) Annually from 2002 to 2022
Percent of non-federal jobs in Other Services Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent (non-federal jobs) Annually from 2002 to 2022
Percent of non-federal jobs in Transportation and Warehousing Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent (non-federal jobs) Annually from 2002 to 2022
Percent of non-federal jobs in Retail Trade Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent (non-federal jobs) Annually from 2002 to 2022
Percent of non-federal jobs in Public Administration Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent (non-federal jobs) Annually from 2002 to 2022
Number of non-federal jobs in all industries Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Number (non-federal jobs) Annually from 2002 to 2022
Percent of workers age 30 or older, by residence, with at least a Bachelor's degree Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2010 to 2022
Percent of workers, by residence, who are White Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2010 to 2022
Percent of workers age 30 or older, by residence, without a high school degree Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2010 to 2022
Percent of workers, by residence, who are Asian Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2010 to 2022
Percent of workers, by residence, who are age 55 or older Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2010 to 2022
Percent of workers, by residence, who are not Hispanic or Latino Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2010 to 2022
Percent of workers, by residence, who are Hispanic or Latino Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2010 to 2022
Percent of workers, by residence, who are male Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2010 to 2022
Percent of workers, by residence, who are age 30-54 Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2010 to 2022
Percent of workers, by residence, who are of Other Races Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2010 to 2022
Percent of workers, by residence, who are age 29 or younger Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2010 to 2022
Percent of non-federal workers, by residence, who earn more than $40,000 annually from their primary job Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent (non-federal jobs) Annually from 2002 to 2022
Number of non-federal workers, by residence Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Number (non-federal jobs) Annually from 2002 to 2022
Percent of workers, by residence, who are female Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2010 to 2022
Percent of non-federal workers, by residence, who earn $15,000 or less annually from their primary job Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent (non-federal jobs) Annually from 2002 to 2022
Percent of workers, by residence, who are Black or African American Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2010 to 2022
Percent of workers, by employment location, who are not Hispanic or Latino Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2010 to 2022
Percent of non-federal workers, by employment location, who are age 30-54 Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent (non-federal jobs) Annually from 2002 to 2022
Percent of non-federal workers, by employment location, who are age 29 or younger Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent (non-federal jobs) Annually from 2002 to 2022
Percent of non-federal workers, by employment location, who earn $15,000 or less annually from their primary job Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent (non-federal jobs) Annually from 2002 to 2022
Percent of workers, by employment location, who are White Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2010 to 2022
Percent of workers age 30 or older, by employment location, with at least a Bachelor's degree Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2010 to 2022
Number of non-federal workers, by employment location Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Number (non-federal jobs) Annually from 2002 to 2022
Percent of workers, by employment location, who are male Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2010 to 2022
Percent of workers, by employment location, who are Asian Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2010 to 2022
Percent of non-federal workers, by employment location, who earn more than $40,000 annually from their primary job Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent (non-federal jobs) Annually from 2002 to 2022
Percent of workers age 30 or older, by employment location, without a high school degree Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2010 to 2022
Percent of workers, by employment location, who are Black or African American Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2010 to 2022
Percent of workers, by employment location, who are of Other Races Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2010 to 2022
Percent of workers, by employment location, who are female Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2010 to 2022
Percent of non-federal workers, by employment location, who are age 55 or older Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent (non-federal jobs) Annually from 2002 to 2022
Percent of workers, by employment location, who are Hispanic or Latino Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2010 to 2022
Percent of jobs at firms that are 11 or more years old Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2011 to 2022
Percent of jobs at firms that are 0-1 years old Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2011 to 2022
Percent of jobs at firms with fewer than 50 employees Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2011 to 2022
Percent of jobs at firms that are 0-5 years old Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2011 to 2022
Percent of jobs at firms that are 0-3 years old Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2011 to 2022
Percent of jobs at firms that are 6-10 years old Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2011 to 2022
Percent of jobs at firms with 500 or more employees Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2011 to 2022
Percent of jobs at firms with fewer than 500 employees Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2011 to 2022
Percent of jobs at firms with fewer than 20 employees Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2011 to 2022
Percent of jobs at firms with fewer than 250 employees Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2011 to 2022
Percent of jobs held by women that are non-primary, by employee residence Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2010 to 2022
Percent of jobs that are non-primary, by employee residence Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2010 to 2022
Percent of jobs held by men that are non-primary, by employee residence Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2010 to 2022
Percent of workers age 30 or older, by residence, with some college, or an Associate's degree Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2010 to 2022
Percent of workers age 30 or older, by residence, with a high school degree and no college Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2010 to 2022
Percent of non-federal workers, by residence, who earn $40,000 or less annually from their primary job Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent (non-federal jobs) Annually from 2002 to 2022
Percent of workers age 30 or older, by employment location, with some college, or an Associate's degree Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2010 to 2022
Percent of workers age 30 or older, by employment location, with a high school degree and no college Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent Annually from 2010 to 2022
Percent of non-federal workers, by employment location, who earn $40,000 or less annually from their primary job Nation, State, County, Census Tract, Zip Code Tabulation Area, Block Group, City, County Subdivision, Congressional District, Metro Area Percent (non-federal jobs) Annually from 2002 to 2022