---
title: "Discussion on \"How to Create Stunning Charts with Matplotlib\" | Hashnode"
description: "Discussion on \"How to Create Stunning Charts with Matplotlib\". A Comprehensive Guide on using matplotlib (visualization library) to create stunning charts with image added and annotations"
url: "https://hashnode.com/posts/how-to-create-stunning-charts-with-matplotlib/650c92bcb75b06159af952d3"
---

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# [How to Create Stunning Charts with Matplotlib](https://edetjoseph.hashnode.dev/how-to-create-stunning-charts-with-matplotlib?utm_source=hashnode&utm_medium=feed)

A Comprehensive Guide on using matplotlib (visualization library) to create stunning charts with image added and annotations

Sep 21, 2023 · 12 min read · edetjoseph.hashnode.dev  
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-   [#python](https://hashnode.com/tag/python)
-   [#matplotlib](https://hashnode.com/tag/matplotlib)
-   [#data-science](https://hashnode.com/tag/data-science)
-   [#data-analysis](https://hashnode.com/tag/data-analysis)
-   [#data-visualisation-1](https://hashnode.com/tag/data-visualisation-1)

## Written by

[Edet Joseph](https://hashnode.com/@joedetDS)

@joedetDS · Akwaibom, Nigeria

  
[View profile](https://hashnode.com/@joedetDS)

Data Scientist/ Machine learning Engineer

I am a data analyst, data scientist and a python Machine learning Engineer

## Responses 7

Markdown supported · ⌘↵ to post

[Aniebiet Jeremiah](https://hashnode.com/@Annyjerry)

[Sep 23, 2023](https://hashnode.com/posts/how-to-create-stunning-charts-with-matplotlib/650c92bcb75b06159af952d3/comment/650e80db59ede531e43efb58)

Very interesting Keep it up

[Edet Joseph](https://hashnode.com/@joedetDS)

[Sep 23, 2023](https://hashnode.com/posts/how-to-create-stunning-charts-with-matplotlib/650c92bcb75b06159af952d3/comment/650e80db59ede531e43efb58#reply-650ea321596d513beec4caab)

Thanks alot bro. I really do hope you enjoyed it

[Enobong Monday](https://hashnode.com/@DevelopedEno)

[Sep 22, 2023](https://hashnode.com/posts/how-to-create-stunning-charts-with-matplotlib/650c92bcb75b06159af952d3/comment/650d435e939d972b99324b06)

Nice job boss

[Edet Joseph](https://hashnode.com/@joedetDS)

[Sep 22, 2023](https://hashnode.com/posts/how-to-create-stunning-charts-with-matplotlib/650c92bcb75b06159af952d3/comment/650d435e939d972b99324b06#reply-650d51e0939d972b99324e82)

Thanks tech bro ✌

[Isaiah Ukpong](https://hashnode.com/@Nabijaty)

[Sep 22, 2023](https://hashnode.com/posts/how-to-create-stunning-charts-with-matplotlib/650c92bcb75b06159af952d3/comment/650d4013939d972b99324a56)

A data well cleaned, analyzed, and visualized.

[Edet Joseph](https://hashnode.com/@joedetDS)

[Sep 22, 2023](https://hashnode.com/posts/how-to-create-stunning-charts-with-matplotlib/650c92bcb75b06159af952d3/comment/650d4013939d972b99324a56#reply-650d51b7939d972b99324e7b)

Thanks bro ✌😉

[Wisdom Emmanson](https://hashnode.com/@wisdowlala)

[Sep 22, 2023](https://hashnode.com/posts/how-to-create-stunning-charts-with-matplotlib/650c92bcb75b06159af952d3/comment/650d27b6939d972b9932442b)

Nice one bro keep it up

[Edet Joseph](https://hashnode.com/@joedetDS)

[Sep 23, 2023](https://hashnode.com/posts/how-to-create-stunning-charts-with-matplotlib/650c92bcb75b06159af952d3/comment/650d27b6939d972b9932442b#reply-650ea3522f56b93c1e072a9e)

Thanks alot bro I hope you had fun reading

[Great Pam](https://hashnode.com/@greatpam)

[Sep 21, 2023](https://hashnode.com/posts/how-to-create-stunning-charts-with-matplotlib/650c92bcb75b06159af952d3/comment/650cad6b721e3f2693c4496d)

Prolific penmanship, looking forward to more articles in the same vein.

[Edet Joseph](https://hashnode.com/@joedetDS)

[Sep 21, 2023](https://hashnode.com/posts/how-to-create-stunning-charts-with-matplotlib/650c92bcb75b06159af952d3/comment/650cad6b721e3f2693c4496d#reply-650cb649721e3f2693c44a1f)

Thanks alot man, I hope you enjoyed it.

[Jeremiah Bassey](https://hashnode.com/@JerryKingsxx)

[Sep 21, 2023](https://hashnode.com/posts/how-to-create-stunning-charts-with-matplotlib/650c92bcb75b06159af952d3/comment/650c9c20721e3f2693c447e3)

Great Job!!! But I have some questions? 😬 😂

[Edet Joseph](https://hashnode.com/@joedetDS)

[Sep 21, 2023](https://hashnode.com/posts/how-to-create-stunning-charts-with-matplotlib/650c92bcb75b06159af952d3/comment/650c9c20721e3f2693c447e3#reply-650cb61a6e010e234b1d09ae)

Ride on. I'm willing to answer

[Emmanuel Essang](https://hashnode.com/@emmanuelessang)

[Sep 21, 2023](https://hashnode.com/posts/how-to-create-stunning-charts-with-matplotlib/650c92bcb75b06159af952d3/comment/650c9aef6e010e234b1d07b1)

Great job 👍

[Edet Joseph](https://hashnode.com/@joedetDS)

[Sep 21, 2023](https://hashnode.com/posts/how-to-create-stunning-charts-with-matplotlib/650c92bcb75b06159af952d3/comment/650c9aef6e010e234b1d07b1#reply-650cb6256e010e234b1d09b3)

Thanks alot bro.