Birdseye Data
ProductPricingDocsOpen the map
Methodology1
How Indexes Are Calculated
Metric families109
Accessible jobsAccommodation & food servicesAdministrative & waste managementAge mixAgriculture, forestry & fishingArts, entertainment & recreationAsking PriceRetail tradeAll 109 metric families →
Sources29
2010 Census Redistricting Data Summary Files (P.L. 94-171)2020 Census Block Assignment and Redistricting Files (tract-to-place)American Community Survey (5-Year Estimates)American Community Survey 5-Year Estimates, Benchmark GeographiesBLS Labor Market Area DirectoryBLS Local Area Unemployment StatisticsCensus 2010-2020 Block Relationship FilesCensus Building Permits SurveyAll 29 sources →
Docs/Metrics/Retail trade
Metric familyindustry_retail_trade

Retail trade

The share of jobs within commuting reach of a tract that are in retail trade, and how that share has moved over five years.

On this page
Metrics in this familyRetail trade share of nearby jobsRetail trade share, five-year changeConsiderationsReferences
Source
LEHD Origin-Destination Employment Statistics (LODES), Workplace Area Characteristics
Geography
tract
Roles
leveltrend
Trend windows
5yr

Of all the jobs within commuting reach of a tract, the share that are in retail trade. This is a measure of what kind of work is nearby rather than how much of it there is.

The Census Bureau defines the sector as comprising "establishments primarily engaged in retailing merchandise, generally without transformation, and rendering services incidental to the sale of merchandise," and describes retailing as "the final step in the distribution of merchandise." Retail stores "are fixed point-of-sale locations, located and designed to attract a high volume of walk-in customers," though the definition also covers retailers who reach customers "with methods other than, or in addition to, physical stores, such as Internet websites," catalogs, and vending machines (2022 NAICS Manual).

That phrase — designed to attract walk-in customers — is what makes this share useful beyond employment. Retail workplaces follow shoppers, so a high retail share marks a place that functions as a destination for consumer spending: a main street, a commercial strip, a mall catchment. It says less about local resident income than about where the surrounding population goes to buy things. Note also that every job with positive earnings in the reference period counts once regardless of hours worked, so a sector share does not distinguish full-time from part-time positions.

Metrics in this family#

Retail trade share of nearby jobs

The share as of the 2023 data year, the most recent in the current release. Publication lags the present by roughly two years.

Retail trade share, five-year change

The change in that share between the 2018 and 2023 data years, in percentage points. The window spans the pandemic years. Both endpoints are second-quarter observations from before and after that period, so the disruption sits inside the window rather than at either end, and the trend describes the net change across it rather than its path.

Considerations#

Jobs are counted where the work is located, not where the worker lives.

The Census Bureau protects employer confidentiality before publication. The disclosure limitation applied to "the workplace component of LODES uses employer-level input noise infusion" (McKinney et al., CES-WP-20-30), so a published value for one small area is perturbed relative to the underlying count.

Coverage is jobs subject to state unemployment insurance, plus federal workers from 2010 onward (OnTheMap Data Overview). A job counts if the worker had positive earnings in the reference quarter and in the quarter before it, which is a measure taken at a single point in the year rather than an annual average.

Two gaps carry through from the published files: Alaska has no workplace data after 2016 and Michigan none after 2021. Tracts there carry no value rather than a zero.

The twenty sector shares sum to one, so a falling retail share can reflect retail losses or growth elsewhere.

Birdseye derives these shares from the sector job counts the Census Bureau publishes; the shares themselves are not a published series.

Related
Accommodation & food servicesWholesale tradeAccessible jobs

References#

  1. 12022 NAICS Manualhttps://www.census.gov/naics/reference_files_tools/2022_NAICS_Manual.pdf
  2. 2McKinney et al., CES-WP-20-30https://www2.census.gov/ces/wp/2020/CES-WP-20-30.pdf
  3. 3OnTheMap Data Overviewhttps://lehd.ces.census.gov/doc/help/onthemap/OnTheMapDataOverview.pdf
Regenerated with each data refresh.
On this page
Metrics in this familyRetail trade share of nearby jobsRetail trade share, five-year changeConsiderationsReferences
Birdseye Data

Geospatial market analysis built on documented public data. Figures derived from public sources are our own estimates, not official statistics.

Product
The mapTract reportsPlace pagesSaved profiles
Data
Metric catalogSourcesScoring methodologyCoverage & vintages
Company
AboutPricingContactTerms