Module 8 - Distributions and Histograms

Overview and Deliverables

  • 10/19: Attend the course meetup at 8:00PM Eastern
  • Story 4 is due at the end of this week (Sunday 10/25)

There are two primary goals for this week:

  1. Read Chapters 7-9 in Fundamentals of Data Visualization
  2. Finish Data Story 4 and turn it in (Sunday by midnight)

Readings

  • Wilke - Chapters 7-9

Meetup

Slides: Meetup 8 - Visualizing Distributions (PDF)

In this meetup we go over techniques for visualizing distributions. This starts with tips and tricks to optimize your histograms, frequency-polygons, and density plots. We then move on to visualizing cumulative distribution functions and show how to generate the empirical CDF and how that leads to qq-plots. Finally, we introduce tools for working with multiple distributions, such as ridge plots.

Spring 2025 recording