> For the complete documentation index, see [llms.txt](https://resources.unizin.org/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://resources.unizin.org/products/data-and-analytics/unizin-data-platform/data-stores/data-marts/taskforce.md).

# 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

* [Level 1 Aggregated](/products/data-and-analytics/unizin-data-platform/data-stores/data-marts/taskforce/level-1-aggregated.md)
* [Level 2 Aggregated](/products/data-and-analytics/unizin-data-platform/data-stores/data-marts/taskforce/level-2-aggregated.md)
* [Level 2 Course Weekly Distribution Summary](/products/data-and-analytics/unizin-data-platform/data-stores/data-marts/taskforce/level-2-course-weekly-distribution-summary.md)
* [Student Term Profile](/products/data-and-analytics/unizin-data-platform/data-stores/data-marts/taskforce/student-term-profile.md)
* [Course Profile](/products/data-and-analytics/unizin-data-platform/data-stores/data-marts/taskforce/course-profile.md)