Involvement in gathering and measuring information on targeted variables for a research dataset.
Verification and cleaning of the dataset, whether as a part of the collection activity or separate.
Involvement in annotating (producing metadata) and maintaining research data for use and re-use.
Implementation of the computer code and algorithms that assisted in the collection, validation, curation or publication of the dataset.
Responsibility and involvement in activities related to the publication of the research dataset in a science data repository.
Oversight and leadership responsibility for achieving goals related to the collection, validation, curation or publication of the dataset.