Analyzing-Open-University-Learning-Analytics-Dataset

CS 773: Data Mining and Security - Final Project

Analyzing and predicting at-risk student using Open University Learning Analytics(OULA) Dataset

Contributors: This project is equally contributed by Tiveni Sangama Saraswathi Edla and Anuradha Mantena

Dataset Link - https://analyse.kmi.open.ac.uk/open_dataset#data

The project is divided into 5 files

1. 1_project_extracting_student_assessment_details: Extracts the assessments details of students.
2. 2_project_extracting_student_VLE_details: Extract the VLE details of the students.
3. 3_project_EDA: Performs the exploratory data analysis of combined data
4. 4_project_modeling: Builds a prediction model using different classification algorithms
5. 5_writing_arff_format: Writes the data into .arff format to be used in weka