Seaborn
Seaborn is an open-source Python data visualization library built on top of Matplotlib. It provides a high-level interface for creating attractive, informative, and statistically insightful graphics, making it a popular choice for data analysis and scientific reporting.
Key Features
High-Level Plotting API: Simplifies the creation of complex visualizations with minimal code.
Thematic Styling: Built-in themes improve the aesthetics of Matplotlib charts.
Color Palette Tools: Choose from a wide range of built-in and custom color schemes.
Statistical Plots: Functions for visualizing distributions, regressions, categorical data, and time series.
Tight Integration: Works seamlessly with pandas DataFrames for quick data exploration.
Example Use Cases
Visualizing statistical relationships in machine learning workflows
Creating publication-quality plots for research and reports
Quickly exploring distributions, trends, and patterns in datasets
Enhancing Matplotlib-based plots with better defaults and styling