Data stores

The Unizin Data Platform offers institutions a variety of data stores.

Data lake

A key function of the Unizin Data Platform's context and data ingestion pipelines is to maintain a data lake that can serve a variety of ad hoc research, BI, reporting, and analytics use cases. The UDP uses standard data stores to enable institutional access to their data.

1. UDP Context store

2. UDP Event store

Data marts

Based on the data in the UDP context store and event store, the UDP data marts are designed to serve a variety of modeling and analytics use cases.

• UDP Distributions

• Interaction Sessions

• Learning Environment Organization

• File Interaction

• Last Activity

• Long Inactivity

• Course Status

• Daily Course Grade Record

• LTI Tool Use

• LMS Tool Use

• Tool Usage Metrics

• Taskforce

• Student Activity Score