Full disclosure [self-promotion]: I’m the solo builder. Happy to answer questions about the data, methodology, or entity resolution approach.<\/p>\n
I built FastDOL, a platform that links federal workplace enforcement records across agencies into a single employer profile. The government publishes this data, but each agency has its own database, its own identifiers, and its own terrible search UI. <\/p>\n
The cross-agency dataset links enforcement records from OSHA, WHD, MSHA, EPA, EEOC, OFCCP, OFLC, and others at the employer level with parent-company rollup. The interesting finding: employers cited by 3+ agencies have a 3.4x higher worker fatality rate than employers cited by 1-2 agencies.<\/p>\n
Four open datasets available so far, all CC BY 4.0:<\/p>\n
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- Cross-Agency Federal Violations by Employer (~2.3M rows)<\/li>\n
- OSHA Construction Enforcement by Employer (377K rows)<\/li>\n
- OSHA Citations Q1 2026 (28,827 rows, citation-level)<\/li>\n
- WHD Wage Theft Enforcement Actions by Employer<\/li>\n<\/ul>\n
All hosted on Hugging Face, Kaggle, and Zenodo with DOIs. Full schema, methodology, and BibTeX on the canonical pages: https:\/\/www.fastdol.com\/datasets<\/a><\/p>\n<\/div>\n
submitted by \/u\/chill-botulism <\/a>
[link]<\/a><\/span> [comments]<\/a><\/span><\/p>
