Matplotlib vs. ggplot2 vs. imageio Comparison


Matplotlib	ggplot2	imageio	+
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About Matplotlib is a comprehensive library for creating static, animated, and interactive visualizations in Python. Matplotlib makes easy things easy and hard things possible. A large number of third party packages extend and build on Matplotlib functionality, including several higher-level plotting interfaces (seaborn, HoloViews, ggplot, ...), and a projection and mapping toolkit (Cartopy).	About ggplot2 is a system for declaratively creating graphics, based on The Grammar of Graphics. You provide the data, tell ggplot2 how to map variables to aesthetics, what graphical primitives to use, and it takes care of the details. ggplot2 is now over 10 years old and is used by hundreds of thousands of people to make millions of plots. That means, by-and-large, ggplot2 itself changes relatively little. When we do make changes, they will be generally to add new functions or arguments rather than changing the behavior of existing functions, and if we do make changes to existing behavior we will do them for compelling reasons. If you are new to ggplot2 you are better off starting with a systematic introduction, rather than trying to learn from reading individual documentation pages.	About Imageio is a Python library that provides an easy interface to read and write a wide range of image data, including animated images, volumetric data, and scientific formats. It is cross-platform, runs on Python 3.5+, and is easy to install. Imageio is written in pure Python, so installation is easy. Imageio works on Python 3.5+. It also works on Pypy. Imageio depends on Numpy and Pillow. For some formats, imageio needs additional libraries/executables (e.g. ffmpeg), which imageio helps you to download/install. If something doesn’t work as it should, you need to know where to search for causes. The overview on this page aims to help you in this regard by giving you an idea of how things work, and - hence - where things may go sideways.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Not Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Developers looking for a Python library for creating static, animated, & interactive visualizations	Audience Developers searching for a powerful Component Libraries solution	Audience Component Library solution for developers
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Not Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Free Free Version Supported Free Trial Not Supported	Pricing No information available. Free Version Not Supported Free Trial Not Supported	Pricing Free Free Version Not Supported Free Trial Not Supported
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Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Matplotlib matplotlib.org	Company Information ggplot2 ggplot2.tidyverse.org	Company Information imageio imageio.readthedocs.io/en/stable/
Alternatives Seaborn	Alternatives Matplotlib	Alternatives JDeli IDR Solutions
Cliprun	Seaborn	broot
scikit-learn	Vega-Altair	yarl Python Software Foundation
GeoPandas	Orange University of Ljubljana	PyQtGraph
Vega-Altair View All	PyQtGraph View All	Pillow View All
Categories Component Libraries Supported Data Visualization Supported	Categories Component Libraries Supported Data Visualization Supported	Categories Component Libraries Supported

Integrations Comet LLM Supported Dash Supported Kedro Supported MLJAR Studio Supported NumPy Not Supported PaizaCloud Supported Pillow Not Supported Python Supported R Not Supported Thunder Compute Supported Train in Data Supported Yandex Data Proc Supported scikit-learn Supported Show More Integrations View All 10 Integrations	Integrations Comet LLM Not Supported Dash Not Supported Kedro Not Supported MLJAR Studio Not Supported NumPy Not Supported PaizaCloud Not Supported Pillow Not Supported Python Not Supported R Supported Thunder Compute Not Supported Train in Data Not Supported Yandex Data Proc Not Supported scikit-learn Not Supported Show More Integrations View All 1 Integration	Integrations Comet LLM Not Supported Dash Not Supported Kedro Not Supported MLJAR Studio Not Supported NumPy Supported PaizaCloud Not Supported Pillow Supported Python Supported R Not Supported Thunder Compute Not Supported Train in Data Not Supported Yandex Data Proc Not Supported scikit-learn Not Supported Show More Integrations View All 3 Integrations
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