UKZN IS&T - Raw Data

This dataset relates to student registrations and LMS usage for Information Systems and Technology (IS&T) courses at a South African University. The dataset contains a number of files related to the following: Demographics of students registered for IS&T courses Some financial data (amount paid for course, loans/bursaries obtained) Course performance Grade 11 and Grade 12 school subjects and performance LMS logs and Activity completion records for 10 IS&T courses (1st, 2nd and 3rd-year courses) This dataset has only been anonymized with no cleaning or pre-processing performed. Summaries of log data counts have been included for some files for convenience but do not need to be used. Please refer to and cite the following article when using this dataset: Raghavjee, R., Subramaniam, P. R., & Govender, I. (2026). Anonymized Dataset of Information Systems and Technology Students at a South African University for Learning Analytics. Data, 11(1), 1. https://doi.org/10.3390/data11010001