Sections
Motivation, composition, collection process, preprocessing, uses, distribution, maintenance. ~50 questions.
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Purpose
Enable informed use. Reveal biases. Support reproducibility. Foundation of downstream trust.
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Adoption
Standard for research datasets. Enterprise increasingly adopts for training data governance.
Related
Data Cards (Google). Dataset Nutrition Labels. Different frameworks, same goal.