Data includes demographical information of students such as gender, age and qualification, their courses taken and their engagement with the online learning platform. Students’ interaction with the online platform is provided in the form of 20 different activities which is transformed in a week-wise format for early prediction of withdrawals. Activity clicks relevant to each academic performance are also provided.