What should nonprofits and foundations discuss with data consultants or volunteers to make sure the partnership succeeds?

This checklist was developed by a working group of nonprofits, funders, and data scientists as a way to anticipate and prepare for ethical tensions when working together. Use it at the beginning (and throughout) a partnership between external data experts (volunteers or contractors) and nonprofit organizations or foundations.