/datavis_bestpractices

Notebook showcasting best practices of explanatory Data Visualization. Based on content developed for SPICED Academy.

Primary LanguageJupyter Notebook

Best Practices in explanatory data visualization

A step by step improvement of a standard seaborn plot following common explanatory data visualization best practices:

  • SIMPLIFY
  • DRAW ATTENTION to your message (and separate from background)
  • USE COLOR WITH INTENTION
  • ANNOTATE
  • CHOOSE THE RIGHT CHART

All using seaborn and matplotlib.

Before Before After After

The notebook is derived from content originally designed for a Data Science encounter at Spiced Academy

Licensed under CC BY-SA 4.0