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Glossary · Governance and rights

Data sheet

Structured documentation of how a dataset was created, composed, processed, and intended to be used.

What Data sheet does not show

Missing records cannot be reconstructed merely by documenting the final dataset.

Related terms in Governance and rights

Who may use content for what: rights reservations, opt-outs, licences, model documentation and the accountability vocabulary around them.

per-use rights · rights feed · Text and data mining · Rights reservation · Machine-readable opt-out · Usage preference · Content-Usage header · AI training license · Dataset license · Open license · Public domain · Fair use · Transformative use · Copyright provenance · Training-data summary · General-purpose AI model · Foundation model · Systemic risk · Model card · Data lineage · Consent record · Lawful basis · Data controller · Data processor · Subprocessor · Algorithmic transparency · Explainability · Accountability · Risk assessment · Impact assessment · Red teaming

Questions about Data sheet

What is Data sheet?

Structured documentation of how a dataset was created, composed, processed, and intended to be used.

What does Data sheet not show or guarantee?

Missing records cannot be reconstructed merely by documenting the final dataset.

Which area of the glossary does Data sheet belong to?

Governance and rights: Who may use content for what: rights reservations, opt-outs, licences, model documentation and the accountability vocabulary around them.

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See it in the full glossary · 731 terms across 19 areas.