Python List Based Assignment

Student Information

Name: Sejal Choudhari
Branch: CSE (AI)
Subject: Python Programming
Assignment Type: Python List-Based Data Analysis Assignment

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Project Overview

This repository contains 20 Python exercises based on:

• Python Lists
• Nested Lists
• Searching
• Sorting
• Data Cleaning
• Statistical Analysis
• CSV Report Generation
• Data Visualization using Matplotlib

Each exercise includes:

• Python Program (.py)
• CSV Report (.csv)
• Graph Visualization (.png)

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Exercises Included

1. Student Performance Analyzer
2. Customer Spending Analysis
3. AI Dataset Cleaning
4. Population Growth Simulation
5. Hospital Patient Monitoring
6. Temperature Trend Analysis
7. Stock Market Analyzer
8. AI Recommendation Engine
9. Sales Data Analysis
10. Social Media Analytics
11. Fraud Detection Dataset
12. AI Exam Difficulty Analysis
13. Website Traffic Analysis
14. Sensor Data Processing
15. Product Rating Analytics
16. Employee Salary Analysis
17. AI-Based Disease Risk Dataset
18. Flight Delay Analysis
19. Smart Inventory Analysis
20. Multi-Feature Student Dataset

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Bonus Features Implemented

• List Operations
• Nested Lists
• Sorting Techniques
• Statistical Computations
• CSV Export
• Matplotlib Visualization
• Summary Report Generation

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Technologies Used

• Python
• CSV Module
• Matplotlib
• Lists and Nested Lists

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Repository Structure

Python_List_Assignment
│
├── README.md
├── Exercise1
├── Exercise2
├── Exercise3
...
├── Exercise20

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Learning Outcomes

After completing this assignment, the following concepts were implemented:

• List Operations
• Nested Lists
• Searching and Sorting
• Data Transformation
• Data Cleaning
• Statistical Analysis
• Report Generation
• Data Visualization

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Author

Sejal Choudhari
B.Tech CSE (AI)