In this handbook, the Big Data UN Global Working Group defines specific goals for privacy-preserving computation for public good in two salient use cases: giving national statistical offices (NSOs) access to new sources of (sensitive) Big Data; and enabling Big Data Collaborations Across Multiple NSOs.