Ridgeline Plots: The Perfect Way to Visualize Data Distributions with Python

By Medium - 2020-12-01

Description

Aren’t you tired of drawing histograms or density plots for every variable segment? There’s an easier solution. Ridgeline plots are a go-to visualization for this type of problem. Yes, even for…

Summary

  • The Perfect Way to Visualize Data Distributions with Python Represent your data as a mountain range — and uncover hidden details along the way.
  • Image 3 — Head of Rain in Australia dataset after modifications (image by author) It’s starting to look good, but you’re not done yet.
  • Pandas has a CategoricalDtype class that can help you with this.
  • Take a moment to appreciate how much information is shown on this single chart.

 

Topics

  1. Backend (0.25)
  2. Database (0.12)
  3. Machine_Learning (0.11)

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