🎓 Student Management System EDA Report

📌 Project Overview

The Student Management System EDA Report is a Data Analytics and Visualization project developed to analyze student academic performance using Python and Power BI. The project focuses on understanding how factors like GPA, attendance, study hours, parental support, tutoring, extracurricular activities, and demographic information affect student success.

This project demonstrates the practical implementation of:

• Exploratory Data Analysis (EDA)
• Data Cleaning & Preprocessing
• Statistical Analysis
• Data Visualization
• Interactive Dashboard Development

The project helps educational institutions understand student behavior and improve academic decision-making through data-driven insights.

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🚀 Features

• 📊 Exploratory Data Analysis (EDA)
• 📈 Interactive Power BI Dashboard
• 🧹 Data Cleaning & Preprocessing
• 📉 Statistical & Visual Analysis
• 📚 Student Performance Insights
• 🏫 Academic Trend Analysis
• 📌 GPA & Attendance Analysis
• 👨‍👩‍👧 Parental Support Analysis
• 🎯 Study Time & Performance Correlation

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🛠️ Technologies & Tools Used

Programming & Analysis

• Python
• Pandas
• NumPy

Data Visualization

• Matplotlib
• Seaborn
• Power BI

Development Tools

• Jupyter Notebook
• VS Code
• GitHub
• Microsoft Excel
• PowerPoint

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📂 Project Structure

Student-Management-System-EDA/
│
├── data/
│   ├── Student Management System Table.csv
│   ├── Gender Table.csv
│   └── Support Table.csv
│
├── notebook/
│   └── Student management system Analysis.ipynb
│
├── dashboard/
│   └── Student Analysis.pbix
│
├── diagrams/
│   ├── DFD Level 0
│   ├── DFD Level 1
│   ├── ER Diagram
│   └── Use Case Diagram
│
├── Document/
│   ├── Project_Report.md
│   ├── Methodology.md
│   ├── Business_Implications.md
│   ├── Future_Work.md
│   └── Requirements.md
│
├── presentation/
│   └── Student Management EDA Report PPT.pptx
│
└──README.md
└──LICENSE