Data For Science

Data For Science

Visualization

The Effect of Vaccines

Bruno Gonçalves's avatar
Bruno Gonçalves
Jul 05, 2023
∙ Paid

Welcome to the latest post of the Viz4Sci Substack! In this post we will learn how to reconstruct one of the most famous visualizations of the effects of vaccination of disease prevalence, originally published by the Wall Street Journal in 2015. We’ll use the original WSJ data and build the entire visualization using nothing but matplotlib.

We hope your enjoy this post and don’t forget to

Subscribe now

so you never miss a post and

Share

to help us grow! We’re looking forward to hearing your thoughts, so go ahead and….

Leave a comment

In a previous post, we explore the inverse correlation between vaccination rates and deaths. Here we explore the effect that vaccination has on disease prevalence, the number of infected individuals per capita.

The original visualization was published in the Wall Street Journal back on Feb 11th, 2015 and covers 7 different disease/vaccine pairs. For simplicity, we’ll focus on the figure for Measles, a childhood diesease that used to kill up to 2.6 million people per year, before the advent of va…

User's avatar

Continue reading this post for free, courtesy of Bruno Gonçalves.

Or purchase a paid subscription.
© 2026 Data For Science, Inc · Privacy ∙ Terms ∙ Collection notice
Start your SubstackGet the app
Substack is the home for great culture