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Free teaser: 25-row sample + aggregate summary
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metadata
license: other
license_name: tensorust-sample-license
license_link: https://tensorust.com/datasets/sam-exclusions-awardees/
pretty_name: Excluded Parties with Live Awards (free sample)
language:
  - en
tags:
  - tensorust
  - sample
  - compliance-and-sanctions
  - government-data
  - finance
size_categories:
  - n<1K
configs:
  - config_name: sample
    data_files:
      - split: train
        path: sample.csv
  - config_name: summary
    data_files:
      - split: train
        path: summary_by_exclusion_type.csv

Excluded Parties with Live Awards: free sample (Tensorust LLC)

Firms on the SAM.gov exclusion list that still show federal award dollars, matched by UEI, parent UEI and name.

Headline: An excluded firm cannot receive new federal contracts or most assistance, yet award actions keep posting to recipients on the SAM.gov exclusion list.

This repository is a free teaser, not the dataset. It holds 25 example rows and a summary table with no names in it. The full file has 168 rows and is sold by Tensorust LLC: https://tensorust.com/datasets/sam-exclusions-awardees/.

Files here

file what it is
sample.csv 25 rows of the full file (the same sample shown on tensorust.com)
summary_by_exclusion_type.csv row counts and totals by exclusion type across the full file, no entity names (groups with fewer than 3 rows are folded into "Other")

Summary by exclusion type (largest groups)

Exclusion type rows Federal obligations FY2025+ (USD)
Ineligible (Proceedings Pending) 61 153,829,103
Ineligible (Proceedings Completed) 60 -17,490,937
Ineligible (Proceedings Complete) 29 -32,576,483
Voluntary Exclusion 11 36,657,617
Prohibition/Restriction 7 263,904,641
TOTAL 168 404,323,941

Full table: summary_by_exclusion_type.csv.

What the full file has

  • 168 rows
  • Key fields: excluded_name, classification, excluded_uei, cage, city, state, country, exclusion_program, excluding_agency, exclusion_type
  • Parquet and CSV, a README with sources, method and limits, and the build script
  • Free 25-row sample (no personal contact data)

Coverage: 33,929 active firm and special-entity exclusions; 168 matches to award recipients. Exclusions as of Nov 6, 2026; awards through the ontology's USAspending pull.

Columns in the full file

column meaning
excluded_name Name on the SAM exclusion record
classification Firm or Special Entity Designation (individuals removed)
excluded_uei UEI on the exclusion record
cage CAGE code on the exclusion record
city City on the exclusion record
state State on the exclusion record
country Country
exclusion_program Reciprocal or Nonprocurement
excluding_agency Agency that entered the exclusion
exclusion_type Ineligible, Prohibited/Restricted, etc.
ct_code Cause and treatment code
active_date Exclusion start date
termination_date Exclusion end date (or Indefinite)
record_status Active
match_type How the award recipient was matched: UEI, parent UEI (the excluded entity is the recipient's parent), or exact normalized name + state
recipient_uei USAspending recipient UEI
recipient_name USAspending recipient name
parent_uei Recipient parent UEI
parent_name Recipient parent name
obligated_fy25_plus Federal obligations to the recipient FY2025 onward (USD)
contract_obligations Contract obligations FY2025 onward
grant_obligations Assistance obligations FY2025 onward
obligated_fy2026_plus Obligations in FY2026 and FY2027 to date
n_contract_awards Contract awards
n_grant_awards Assistance awards
last_action_date Latest award action date for the recipient
award_action_after_exclusion True when the recipient's latest award action is after the exclusion start date
top_agency Top awarding agency
sam_number SAM exclusion record id

Get the full file

tier price includes
Match file $1,500 All 168 exclusion-to-award matches with match type, dollars and dates, plus the full active firm and entity exclusion list.
Monthly screening file $9,000 a year The match file re-run monthly on the daily SAM extract and new USAspending actions, with new matches flagged.
Enterprise screening license $30,000 a year Weekly re-runs, matching against your own vendor or subrecipient list (UEI or name + state), and internal use across contracting and grants teams.

Email mattbusel@tensorust.com with the tier and a billing contact, and we will send a proper invoice (ACH or card). The file is delivered once the invoice is paid. Details and the live sample: https://tensorust.com/datasets/sam-exclusions-awardees/. All datasets: https://tensorust.com/datasets/

Method and limits

Remove individuals and vessels from the SAM exclusion extract. Match firms and entities to USAspending recipients three ways: same UEI, the excluded UEI appearing as the recipient's parent UEI, and exact ontology name key plus state for names of 6 or more characters. Compare the recipient's last action date with the exclusion start date.

Not a finding that any award was improper: an exclusion can postdate the award, some actions are modifications, deobligations or closeouts, and agencies can grant compelling-reason waivers. Name plus state matches are leads, not verified identity. No individuals, cross-reference names or addresses.

Sources

License

The sample and summary here are free to view, analyze and cite with attribution to "Tensorust LLC, https://tensorust.com/datasets/sam-exclusions-awardees/". The full dataset is licensed separately per tier. No resale or redistribution of Tensorust data without a written license.

Tensorust LLC, Tuckahoe NY. mattbusel@tensorust.com | https://tensorust.com