Data governance refers to diverse arrangements, including technical, policy, regulatory or institutional provisions, that affect data and their cycle (creation, collection, storage, use, protection, access, sharing and deletion) across policy domains and organisational and national borders.

Data scientists need to have a firm understanding of the concept of data science ethics and the importance of upholding ethical principles.