singledataset
Singledataset is a data collection concept referring to a dataset produced by a single source or single study. It emphasizes uniform provenance and a coherent collection process, as opposed to datasets assembled from multiple origins.
Characteristics include a traceable data lineage, consistent collection instruments and protocols, a stable schema, and documentation
Applications include benchmarking, method validation, and reproducible research where the goal is to study a phenomenon
Managing a singledataset involves recording metadata, documenting collection methods, and enforcing licensing and access controls. Data
See also: data provenance, dataset bias, reproducibility, benchmarking, data quality.