Student Performance Analyzer

A data analytics project using Python, Pandas, NumPy, Matplotlib and Flask.

Features

• Large real-world Kaggle dataset (10,000 records)
• Data cleaning
• Correlation analysis
• Behavioral comparison
• Score segmentation
• Interactive dashboard
• Performance filtering
• Visual reports

Key Findings

• Study hours have strongest impact on exam score
• Attendance positively influences outcomes
• Internet usage negatively correlates
• Top students show consistent study patterns

Screenshots

Main Dashboard

Filter Example

Top Students