Data Visualization Tools

Choosing the right tool for data visualization depends on the data format. For quick prototyping with wide format data, pandas is ideal. However, for more complex visualizations, Matplotlib offers deeper customization, while Seaborn excels with long format data, making it easier to color code variables without extensive reshaping.