Pandas Projects Pack (Easy • Moderate • Difficult)

This pack contains 3 projects that demonstrate:

• Data entry from: CSV, JSON, MySQL, MongoDB
• Processing with: Pandas
• Charts with: Matplotlib (saved as PNG)
• Export to: CSV, JSON, MySQL, MongoDB, PNG

Quick Start

1. Install:
   • pip install -r requirements.txt
2. Run an easy script:
   • cd scripts
   • python easy_expense_analytics.py
3. Outputs appear in:
   • output/

For MySQL/MongoDB: edit connection strings inside scripts.

Files

• index.html – hub page
• project_easy.html – Easy project
• project_moderate.html – Moderate project
• project_difficult.html – Difficult project
• scripts/ – Python starter scripts
• data/ – sample datasets