Matplotlib, Seaborn, or Plotly? A Practical Guide to Picking a Chart Library

Matplotlib, seaborn, pandas' .plot(), and plotly all draw charts from the same DataFrame. This guide builds a mental model for choosing between them, then plots the same restaurant-tips data three different ways so you can see exactly what each one buys you.

July 3, 2026 in Python, Data Analysis by Mehdi Lotfinejad11 minutes