Inclusive and Responsible Dataset Usage

Association of Internet Researchers' Ethical Guidelines for Internet Research

Principles to support open data and science while accounting for power differentials and historical contexts.

The Data Curation Network developed a standardized set of C-U-R-A-T-E-D steps and checklists to ensure consistent treatment of datasets.

Open Data Institute's questionnaire to assess uses of data in research projects.

Conceptual lenses, stages, and case studies that "offer practitioners structured ways of thinking about the social and ethical contexts relevant to each stage of the data science research process."

Recommendations for labeling datasets to enhance their context, contents, and legibility.

Paper outlining recommendations for dataset creators and users to provide background context on how their datasets were made and may be used.

Local Contexts uses data labels to help "Indigenous communities repatriate knowledge and gain control over how data is collected, managed, displayed, accessed, and used in the future."