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vanta-research/spontaneous-observations

28 downloads in 30 days1 likesLast modified 18 Jan 2026View on Hugging Face
Permissive or share-alike

The declared licence (apache-2.0) is classified as permissive.

Declared licence
apache-2.0, from the tagEvidence: README.md at 6550a73
Licence files
No licence file at the top level of the repositoryEvidence: file list at 6550a73
Declared sources
None listed in the card metadata
Access gated on Hugging Face
No
vanta-research/spontaneous-observationsvanta-research/spon…apache-2.0: declared licenceapache-2.0declared licenceREADME.md ↗no licence file: found at top levelno licence fi…found at top levelfile list ↗
vanta-research/spontaneous-observationsvanta-research/…apache-2.0: declared licenceapache-2.0declared licenceREADME.md ↗no licence file: found at top levelno licence fi…found at top levelfile list ↗
Each cell links to what was checked: a file, a file list or a Hub record.

Tasks

Citation text from the card

@dataset{spontaneous_observations_2026,
  title={Spontaneous Observations Dataset},
  year={2026},
  publisher={Hugging Face},
  howpublished={\url{https://huggingface.co/datasets/vanta-research/spontaneous-observations}}
}

All datasets marked Permissive or share-alike | JSON

The same facts for your agent

A free MCP server at mcp.datalicense.uk/mcp. Connect it from an MCP client such as Claude or Cursor.

dataset_licence({ "id": "vanta-research/spontaneous-observations" })
signal: "permissive"
stated_licence: "apache-2.0"
sources: 0