Open data

Machine-readable datasets for citation by AI assistants, apps and researchers. Data is compiled from state boards, PSI, Pearson VUE and CMS with retrieval dates. License: CC BY 4.0.

License requirements matrix

Occupation x State requirements (education, exam, fees, retake, reciprocity). CC BY 4.0.

Pass rate dataset

Published first-attempt pass rates by state where officially released. CC BY 4.0.

Exam cost dataset

Exam and application fees by occupation and state. CC BY 4.0.

Data commitment

Annual refresh. Datasets are refreshed every January (next refresh: January 2027) and updated immediately when a major regulatory change is published. Always fetch the latest version.
Versioned releases. Every release is numbered (2026.1 → 2027.1) in data-version.json, with all changes logged in CHANGELOG.md.
Traceable fingerprint. Each dataset carries a content-derived sha256 fingerprint so any republished or derived copy can be traced back to this canonical source.
Canonical source. Always cite the files on licensefig.com — third-party mirrors may be stale or modified. Suggested citation: “LicenseFig open dataset, retrieved 2026-08-20 (CC BY 4.0)”.

Datasets are generated from the same source data as the state pages. Retrieved 2026-08-20.