Data & Databases
Dataset card
Notes explaining a collection of information: what it contains, where it came from, and its uses and limits.
Example
A team publishes information about how a labeled image collection was assembled.
Why people use it
It helps people decide whether a collection of examples fits their intended use.
What you'll hear
“Read the dataset card before choosing the collection.”
What this means for you
Read the card against your own use case and data requirements.
Can you control it?
Yes
Yes. The people responsible for a collection can write and maintain its documentation, including descriptions of its origins and limits.
Common questions
- Does having a collection of information card guarantee the collection of information is suitable?
- No. Documentation makes assessment easier but does not remove limitations.
- Can the card become outdated?
- Yes. Changes to the collection may not be reflected unless the documentation is maintained.
- Should it mention known gaps?
- Yes. Missing groups, uncertain labels and other limitations help readers judge suitability.