7 Steps to Help You Make Your Matplotlib Bar Charts Beautiful

Easily Improve the Quality of Your Matplotlib Data Visualisations With a Few Simple Tweaks

Andy McDonald
Towards Data Science
13 min readMar 27, 2023

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Matplotlib horizontal bar chart after changing several features to make it more visually appealing. Image by the author.
Matplotlib horizontal bar chart after changing several features to make it more visually appealing. Image by the author.

Bar charts are a commonly used data visualisation tool where categorical features are represented by bars of varying lengths/heights. The height or length of the bar corresponds to the value being represented…

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