Institutional Analytics

Institutional Analytics covers platform-wide reporting and data access for administrators — enrollment trends, completion rates, course catalog performance, and organization-level learner data. This is analytics at the platform/institution level, distinct from course-level instructor analytics.

The primary modern solution is Aspects (ClickHouse + Superset), which provides both instructor-level and institutional dashboards through the same analytics infrastructure.

• Aspects: Primary analytics solution — institution-level dashboards in Superset show enrollment trends, active learners, completions, and program metrics across the platform

• Enterprise data: `edx-enterprise-data` provides enterprise-specific reporting; `enterprise-integrated-channels` syncs data to external HR/LMS systems

• Data exports: Platform supports bulk data exports via REST APIs; institutions may extract to their own data warehouses

• Event stream: Raw events available via `event-routing-backends` to ClickHouse; enables custom reporting

• Aspects: `openedx-aspects` Tutor plugin installs ClickHouse + Superset; `aspects-dbt` transforms events into metrics; institution-level dashboards pre-built

• Enterprise reporting: `edx-enterprise-data` Django service with REST API for enterprise analytics; aggregate enrollment and completion data

• Integrated channels: `enterprise-integrated-channels` syncs learner completion data to external systems (Degreed, SAP SuccessFactors, Canvas, Cornerstone)

• Raw access: ClickHouse is directly queryable by data teams; events include enrollment, completion, and assessment data