These guidelines will help you shape a productive working relationship between external data experts (volunteers or contractors) and nonprofits or foundations.

Use these guidelines to inform your planning and your engagement with external data experts. It was developed by a working group of data scientists, nonprofits and foundations and identifies common challenges that you’ll want to consider.