okaystephen/datasci-mco

Students' Academic Performance Dataset

Members: Beaverly Cuasi, Allexandra Domingo, Angeline Gubat, Stephen Salamante, Ira Villanueva (S12 - Couch Data Scientists)

This notebook focuses on the Student's Academic Performance Dataset which can be found here. The first section shows the dataset information and dataset cleaning process, followed by data visualization using Exploratory Data Analysis (EDA). Lastly, this notebook aims to answer which factors affect a student’s academic grades. Specifically we wanted to know the following:

• Do students who participate more have higher grades than those who participate less?
• Does parent participation and satisfaction affect a student’s performance?
• Do the number of class absences greatly affect the student’s grades?
• Does visiting class resources result in higher class grades?