Python Data Analysis Practices

A collection of beginner-level Python practice projects including list operations, stock management functions and basic dataset analysis.

Projects Included

1. List Operations

• List creation
• Element search
• Adding and removing items
• Basic list manipulation operations

2. Market Stock Functions

• Product stock tracking
• Category-based product management
• Function-based operations
• Product price calculation

3. Lung Cancer Dataset Analysis

• Dataset inspection and analysis
• Missing value control
• Data visualization
• Train-test split operations
• Basic preprocessing operations

Technologies Used

• Python
• Pandas
• NumPy
• Matplotlib
• Seaborn
• Scikit-learn
• Jupyter Notebook

Project Purpose

These projects were developed to improve my Python programming, data analysis and basic machine learning preparation skills.