Taskforce
The taskforce marts were developed in collaboration with Unizin members for the purpose of improving student success using learning analytics. The marts focus on comparing student behavior and activity in a course to the average for the course.
The taskforce marts include both the taskforce marts and the taskforce_rolling marts. These marts measure the same student behavior and activity, but differ with regards to the time window in scope. The taskforce marts define the metrics for every week in a course. The taskforce_rolling marts define the metrics for a 7-day rolling window for each day in the course. This means that for a given week in a course, the taskforce marts will define a single record for each student, while the taskforce_rolling marts will define 7 records for each student, one for each day in the week.
As the taskforce_rolling marts have more records per enrollment than the taskforce marts, we have decided to include data from fewer terms in the taskforce_rolling marts. The taskforce_rolling marts include Spring 2026 data onwards, while the taskforce marts start in Spring 2021.
Data Marts
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