The MOOC Replication Framework (MORF) is "a big data repository and analysis environment for Massive Open Online Courses (MOOCs)." This approach is needed to take advantage of personal and demographic data for learning analytics without violating individual privacy. MORF is in limited release alpha but the documention describes the MORF API "used to construct and evaluate predictive models from raw MOOC platform data." The repository hosted by the Educational Technology Collective is a little out of date, so the project may have died, but a BERA paper (specifically, BJET) was just published on it (behind a paywall, unfortunately) but there's an earlier open access paper.
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