Loads and Formats the Open University Learning Analytics Dataset for Data Analysis
Returns the combined formatted OULAD
Converts the VLE data format
Returns the formatted assessment data sets
Returns the formatted demographic data set
Returns the formatted registration data set
Returns the formatted VLE data set based on activity types
Returns the formatted VLE data set for daily and weekly counts
A modified version of the Rfssa load_github_data() function
Get file path to the sample_studentVLE.csv file
Classify VLE activities
The Open University Learning Analytics Dataset (OULAD) is available from Kuzilek et al. (2017) <doi:10.1038/sdata.2017.171>. The 'ouladFormat' package loads, cleans and formats the OULAD for data analysis (each row of the returned data set is an individual student). The package’s main function, combined_dataset(), allows the user to choose whether the returned data set includes assessment, demographics, virtual learning environment (VLE), or registration variables etc.