Glossary

Datasheet for datasets

A datasheet for datasets is a structured document describing a dataset’s motivation, composition, collection process, preprocessing, uses, distribution and maintenance, following Gebru et al.

Each Arieta Data SKU has a datasheet page and every snapshot ships a DATASHEET.md in the same structure, compatible with Hugging Face data cards.

Sources

Gebru et al., Datasheets for Datasets (Communications of the ACM, 2021)

Related terms

Croissant
Croissant is MLCommons’ JSON-LD metadata format for machine-learning datasets, extending schema.org Dataset with record sets, fields and file descriptions so tools can load a dataset without custom code.
Snapshot
An Arieta Data snapshot is a complete, immutable monthly cut of every SKU, identified YYYY-MM and shipped with a manifest of counts and SHA-256 checksums per shard.

Last updated 13 November 2026 · All terms

Get a sample cut for your use case.

Tell us your jurisdictions, languages and use case. The free sample downloads today; a custom cut by jurisdiction, language, date range or document type, with the licence agreement, is ready within 5⁠–⁠6 business days.

We reply within one business day

Custom cuts in 5⁠–⁠6 business days

Free sample, no sign-up