Hi Suzie,
# Completed Assignments = Admin - Configuration - Reports - Submission report (choose a term/start/end-date) -> This report will show any submission to a assignment, you can work in excel to make a dynamic table showing all the assignments per student that have the status that you want (look at workflow_state)
# of Missing Assignments
Same report as above, just make sure to check "Unsubmitted and deleted". Checking these, you will get unsubmitted assignments, so you have all the missings
Current Grade Same report as above, using the same dynamic table you can make a colum with the final grade so far
% of course completed It will depend's as how you consider a course completed, but if you are only checking if the user has done all the assignments, just use the same one and check for any missing assignment for each student (same dynamic)
There reports will download as excel files, so you can work with it or import the excel to a BI software to help you out creating nice dashboards (or just create the dashboards using excel)
Hope it helps!
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