Datasheets for Datasets¶
Gebru, T. (2018). Datasheets for Datasets.
Cited by¶
1 citation across 1 artifact.
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Domain-specific¶
- Data Card
- The pattern was articulated by Gebru et al. (2018) under the name "Datasheets for Datasets," drawing an explicit analogy to the technical datasheets that travel with electronic components and specify operating conditions, tolerances, and failure modes — a convention that allows engineers to select and combine components without testing each individually against every possible operating condition
This sourceThe origin of the datasheets-for-datasets proposal and its explicit analogy to electronic-component datasheets, which the paper glosses as describing 'operating characteristics, test results, recommended usage' rather than tolerances or failure modes. The paper's lifecycle-grouped question set — motivation, composition, collection process, preprocessing/cleaning/labeling, uses, distribution, maintenance — and its electronics-datasheet analogy, which the paper states in terms of operating characteristics, test results and recommended usage.
- The pattern was articulated by Gebru et al. (2018) under the name "Datasheets for Datasets," drawing an explicit analogy to the technical datasheets that travel with electronic components and specify operating conditions, tolerances, and failure modes — a convention that allows engineers to select and combine components without testing each individually against every possible operating condition
Verification¶
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Registry ID ref:ba19d7715065 · see in the full table