Researcher access

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.

Apply

Research or institutional email preferred.

Applications are reviewed. Approved applicants receive payment and license instructions, then delivery of the applicable package.

Thank you. Your application has been received and will be reviewed.

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

Licenses

  • Research Sample — $149
    Fixed evaluation package. One researcher.
  • Annual Research Seat — from $1,500/year
    Releases published during your license term. One named researcher.

Lab seats, institutional licenses, and frozen releases are quoted.

After you apply

  1. Banlys reviews the application
  2. You accept the license for the seat / product
  3. Payment instructions
  4. Delivery of the versioned package + manifest

Use terms (summary)

  • Research / teaching — publish results, not raw dumps
  • No re-identification from coarse location
  • No randomness / key-gen products from MFD
  • No medical, safety, or critical-control use

Full terms →