datasetRole
DatasetRole is a metadata attribute used in data management to describe the intended function or role of a dataset within a project, workflow, or data ecosystem. It helps data stewards, researchers, and systems understand how a dataset should be used, interpreted, and governed. In practice, datasetRole is typically implemented as a labeled field in data catalogs, data dictionaries, or packaging standards, and may be described with a controlled vocabulary or free text.
Common roles include source or original data, derived data, training data, validation data, test data, benchmark
The use of datasetRole supports data discovery, access control, and provenance tracking. By declaring roles, organizations
Implementation considerations include agreeing on a concise, well-documented vocabulary, ensuring consistency across datasets, and aligning roles