Student Performance Factors Analysis

About This Project

I analyzed student performance data using Excel to understand how study habits, sleep, and attendance affect academic results.

Tools Used

• Microsoft Excel
• Google Sheets
• Pivot Tables
• Charts and Conditional Formatting

What I Did

• Loaded and cleaned student performance data
• Built pivot tables to analyze multiple performance factors
• Created charts to visualize the impact of each factor
• Compared study hours, sleep, and attendance against exam scores

What I Found

• Students who study more hours score higher on average
• Good attendance is linked to better academic performance
• Sleep pattern affects student performance
• Parental involvement has a positive impact on student scores

Files in This Project

• StudentPerformanceFactors.csv — dataset used for analysis
• StudentPerformanceFactors.xlsx — Excel file with pivot tables and charts
• Screenshots — visualizations from the analysis