What you are buying
Licensed research access to versioned MFD data packages — not a live API, dashboard, or streaming feed.
- Filtered export (JSON)
- Data dictionary
- Research use terms
- Release manifest (
release_id+ checksums) - Documented limitations
Banlys MFD is a licensed research dataset. Approved researchers receive a versioned package — data, dictionary, manifest, and terms. The public licenses are a Sample and an Annual Research Seat.
Research or institutional email preferred.
Licensed research access to versioned MFD data packages — not a live API, dashboard, or streaming feed.
release_id + checksums)Lab seats, institutional licenses, and frozen releases are quoted.
Preview the release manifest format (release_id, counts,
checksums).