Sorting Algorithm Performance Analysis

This project analyzes the performance of common sorting algorithms using different metrics.

Algorithms Compared

• Bubble Sort
• Insertion Sort
• Selection Sort
• Merge Sort
• Quick Sort
• Heap Sort

Metrics

• Comparisons
• Swaps
• Execution Time

Technologies

• Python
• NumPy
• Pandas
• Matplotlib
• Seaborn

How to Run

pip install -r requirements.txt

python sorting_analysis.py

Visualizations

Pie Chart – Comparisons

Pie Chart – Swaps

Bar Chart – Total Operations

Heatmap