Methodology and data sources

How Registered Trade Schools is built. We publish public data with retrieval dates — not invented rankings.

Sources in this build

Also useful externally: apprenticeship.gov and CareerOneStop.

46,655Sponsors ingested
53States published (≥25 sponsors)
239State × trade pages (≥8 matches)

Coverage rules (INDEX_MIN)

We do not publish thin empty state pages. A state page requires at least 25 sponsors after cleaning. A state×trade page requires at least 8 keyword matches. Territories below the threshold are listed as not yet published on the apprenticeships index.

How trade tags work

The DOL partner sponsors file does not include occupation codes. We apply keyword matches on organization names (e.g. “electric”, “plumb”, “hvac”) to build optional trade filters. These tags are a discovery aid only — always confirm the occupation with the sponsor. Personal contact names and emails from the CSV are not republished on HTML pages.

Editorial rules

Corrections

Errors that differ from the official DOL file will be fixed in the next rebuild. Errors in the underlying DOL data must be corrected at the source. Use Contact for page or guide issues.