Create Bump Charts With Matplotlib

Explore changes in rank over time using only Matlpotlib

Bruno Ponne
Towards Data Science
6 min readMar 13, 2023

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Rollercoaster with mountains in the background.
Photo by blueberry Maki on Unsplash

There is nothing so stable as change. Bob Dylan

When I was a teenager I loved to check the most popular songs on Billboard, even though my taste was often different from what Billboard presented to me. Usually, my favorite songs ended up failing to reach the top positions. Despite that…

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Legislative advisor and historian writing about data science, history and their intersection. https://www.codingthepast.com/