The Black BusinessResearch Table

Mapping Black-owned businesses in public records across the U.S.

Where do public programs list Black-owned businesses, and where are the gaps? Which industries do they work in, and how does that change over time?

The Research Table brings certification records from state, city and transportation programs into one panel, so researchers, journalists and policymakers can see both what is there and what is missing. Contact details are withheld from the public download and released to verified researchers on request.

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Businesses
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Public programs
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Jurisdictions with a program
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Latest snapshot
Database coverage —
of an estimated 160,000 Black-owned employer businesses in the U.S. (2021 Census Annual Business Survey)

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Businesses per county Color scale:
None listed No program yet Statewide program Transportation only City only

Browse and download

The table follows the filters in the map panel. Each row is one firm; the Expanded view adds address, certification status, description and the programs that list it. Contact fields (owner name, phone, email) are not in the public download; they are released to verified researchers on request, for research use only. Write to data@blackbusinessresearchtable.com with your affiliation and purpose; we respond within 10 business days.

What this database covers, and what it doesn't

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Coverage is defined by programs, not by where firms are based

One row per firm, built from listings

Programs publish listings, and many firms appear in more than one program or twice in one. The main file merges listings with the same normalized name and ZIP (or name, city and state where a program publishes no ZIP) into one firm and records which programs list it. Similar but different names are not merged; they are written to a review file. A firm that changed its name or ZIP can still appear twice. Every listing is kept in the listings file.

Certification is not existence

A lapsed certification shows that a program no longer lists a firm, not that the business closed. Formerly certified firms stay in the data, flagged in certification_status, and are left out of the headline count. A business that has been recorded is never removed.

Who this leaves out

Public certification records over-represent firms that sell to governments and under-represent informal, home-based and online-only businesses. States with no program here are gaps, not evidence that no Black-owned businesses exist there.

Sources

ProgramCoversTypeListingsLast observedRefresh status
Last observed
The most recent date a record from that program was seen in the program's own directory.
Refresh status: Updated
The program's directory was collected in the latest run, so its records were re-checked.
Refresh status: Carried forward
The program's directory was not collected in the latest run. Some programs are delivered as files that we refresh only when a new file is provided, and some directories could not be read. We keep the earlier records unchanged. “Partly” means only some of the program's records were re-checked.
Why records are kept
Absence from a directory is never treated as a business closing, so a record that has been collected is not removed.

Know a Black-owned business that should be here?

Public programs miss many firms. Tell us about one and we will check it against public sources before anything is added. Nothing you submit is published automatically, and we do not publish your email.

The full longitudinal panel

The current snapshot is free to download above. To receive the full longitudinal panel (every quarterly snapshot in a DuckDB database), tell us who you are and how you will use it.

How to cite
McCullers, K. (2026). Black Business Research Table [Database]. Retrieved from blackbusinessresearchtable.com. Snapshot: —.