Tumult Analytics API reference#

Tumult Analytics allows users to compute statistical queries on tabular data using differential privacy. The Tumult Analytics API also includes the fundamental abstractions used throughout the Tumult Platform to capture privacy guarantees. The API reference is organized as follows.

  • Specifying privacy guarantees introduces the Session, the fundamental abstraction used to enforce differential privacy guarantees on sensitive data. It also lists classes used to define privacy budgets and protected changes.

  • Building queries introduces the classes and methods used to define statistical queries to evaluate with differential privacy.

  • PRO Defining and using programs introduces the SessionProgram, a way to define structured differential privacy programs that can be used with higher-level tools, such as Tumult Tune.

Two further pages list configuration options and utility functions.