Seaborn
Seaborn is an open source Python library used for making statistical graphs an visualizations and exploratory data analysis. It expands upon the core visualization library matplotlib, providing a more high-level interface, than using matplotlib alone. Its use of DataFrames make it a great choice for working with the Pandas library for building visualizations with your data.
Some of the nice features that Seaborn has to offer are:
- the ability to set custom color palettes for your visualizations
- also offers nice looking default themes
- making attractive statistical plots
- easily and flexibly displays distributions
- the ability to visualize data from matrices and DataFrames
To install the Seaborn library, install onto your version of Python from command line using the following command:
pip install seaborn
Example Visualization: Matplotlib vs Seaborn
Matplotlib
Seaborn
Photos and Code Source: TutorialsPoint: Seaborn - Figure Aesthetic