Maintaining the quality and integrity of the datasets we use and provide is critical in the Data Project's goal of championing data-backed decision-making. The policy guide should help everyone keep tabs on the datasets, give guidance on how to tell the quality of data, and have a procedure for keeping the provenance of our own data clear.
We should be able to find a number of resources for reference, inspiration, and direct adoption on the web.