Schema

DANDI schema

DANDI Archive Metadata Schema

The metadata models of the DANDI neurophysiology archive. Pydantic models in the dandischema library define Dandiset and asset metadata; versioned JSON Schemas plus a JSON-LD context are generated from them and published in the dandi/schema repository. The library also converts Dandiset metadata to DataCite for DOIs.

metadataarchiveneurophysiologyNWBDataCite
D53

FAIR 24/48

Version 0.14.0

Evaluated 25 Oct 2026

How scores work

Schemas & modules 6

Automated evaluation

F Findable FAIR0/12
  • Persistent identifier (F1)no PURL / w3id / DOI for the artefact0
  • Indexed in services (F4)not indexed anywhere0
  • Citable reference (F2)no reference publication listed0
A Accessible FAIR9/12
  • Homepage reachableHTTP 200+3
  • Artefact retrievable over HTTP(S) (A1)download HTTP 200+6
  • Metadata persists in a registry (A2)not in Bioregistry or OBO Foundry0
I Interoperable FAIR8/12
  • Formal machine-readable format (I1)JSON Schema, JSON-LD+5
  • Semantic-web IRIs (I2)JSON-LD+3
  • References other vocabularies (I3)no imported vocabularies found0
R Reusable FAIR7/12
  • Clear license (R1.1)Apache-2.0+5
  • Release provenance (R1.2)0.14.0 (latest GitHub release); not declared inside the artefact+2
  • Community standards (R1.3)no independent compliance report (not on the OBO Dashboard)0
Q Ontology consistency & qualityn/a
  • Not applicableschema without an OWL/OBO/RDF artefact; total scaled from 80 to 1000
M Maintenance15/16
  • Recency2026-10-19 → 0.2 months (≤ 3 months)+10
  • Release cadence (12 months)4 releases (GitHub releases)+5
U Community adoption3/16
  • Documented adopting projects1 project+2
  • Reused by other ontologies00
  • Community signalmax(stars 7 → 1, citations 0 → 0)+1
P Penalties (inactivity & inconsistency)0
  • Time since last activity0.0 years → 4 × max(0, 0.0 − 1)0
  • Inactive statusnot archived, legacy or inactive0

FAIR subtotal 24/48 · earned 42/80 → scaled 53 = 53/100 → grade D

Community adoption 1

Know a project that uses DANDI schema? Suggest it.

Tooling

  • dandischemaPython library: validate, migrate and aggregate DANDI metadata
  • dandi-cliCommand-line client that validates uploads against the schema

History & changes 6 runs

25 Oct 2026: 7625 Oct 2026: 6525 Oct 2026: 7025 Oct 2026: 4625 Oct 2026: 5325 Oct 2026: 46Score over time
  • Score: 53 → 46 · rubric v3.0 → v3.3
  • Evaluated version: 0.14.0 → 0.14.0 + commit 3e8ddd7
  • Score: 46 → 53
  • Evaluated version: 0.14.0 + commit 3e8ddd7 → 0.14.0
  • Score: 70 → 46 (grade B → D) · rubric v2.2 → v3.0
  • Evaluated version: 0.14.0 → 0.14.0 + commit 3e8ddd7
  • Score: 65 → 70 · rubric v2.0 → v2.2
  • Evaluated version: commit 3e8ddd7 → 0.14.0
  • Download link: — → ok
  • Score: 76 → 65 · rubric v1.0 → v2.0
  • Evaluated version: — → commit 3e8ddd7
RunScoreFAIRVersion evaluatedTermsSnapshot
25 Oct 2026, 19:23 UTC46 D240.14.0 + commit 3e8ddd7—JSON
25 Oct 2026, 19:10 UTC53 D240.14.0—JSON
25 Oct 2026, 18:49 UTC46 D240.14.0 + commit 3e8ddd7—JSON
25 Oct 2026, 18:21 UTC70 B450.14.0—JSON
25 Oct 2026, 18:08 UTC65 B40commit 3e8ddd7—JSON
25 Oct 2026, 17:55 UTC76 B———JSON

Provenance

Every fact on this page was fetched automatically. Each row shows where it came from and when. If a source fails, the last good value is kept and marked “carried forward”.

FactSourceRetrieved
Homepage link check (HTTP 200)docs.dandiarchive.org25 Oct 2026, 19:10 UTC
Repository link check (HTTP 200)github.com25 Oct 2026, 19:10 UTC
Download link check (HTTP 200)github.com25 Oct 2026, 19:10 UTC
Git refs (commit 3e8ddd7, latest tag 0.14.0)github.com25 Oct 2026, 19:10 UTC
GitHub repository statisticsapi.github.com25 Oct 2026, 19:10 UTC

Run 2026-10-25T19-10-16Z · evaluator v2.0.0 · rubric v3.0 · entry.json · run snapshot