
Pandas
NumPy
Seaborn
D3.js
Plotly
GnuPlot
Jupyter
matplotlib is a python 2D plotting library which produces publication quality figures in a variety...

React Native
BuildFire
Apache Cordova
NativeScript
Xamarin
PhoneGap
Framework 7
Ionic is a cross-platform mobile development stack for building performant apps on all platforms with open web technologies.
Which is more popular?
Based on our record, Matplotlib seems to be a lot more popular than Ionic. While we know about 114 links to Matplotlib, we've tracked only 10 mentions of Ionic.
Website, pricing, platforms and company facts side by side.
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| Website | matplotlib.org | ionic.io |
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What each product offers, as listed by its team.


Possible disadvantages
Possible disadvantages
An editorial look at what each product does well and who it suits.


Overall verdict
Why this product is good
Recommended for
Overall verdict
Why this product is good
Recommended for
Walkthroughs and reviews on video.
Learn Matplotlib in 6 minutes | Matplotlib Python Tutorial
Fitbit Ionic smartwatch review
More videos
How often each product is chosen within a category, 0–100% relative to the other.


Share your experience with using Matplotlib and Ionic. For example, how are they different and which one is better?
External articles and on-site reviews we used to compare the two products.


Matplotlib is a widely used tool for data visualization in Python. It provides an object-oriented API for embedding plots into applications.
You can use this library for multiple purposes such as generating plots, bar charts, histograms, power spectra, stemplots, pie charts, and more. The best thing about Matplotlib is you just have to write a few lines of...
Matplotlib is an open source Python plotting library that's used to read, import and visualize data in analytics applications. Data scientists and other users can create static, animated and interactive data...
Ionic is mainly known for its simplicity and, thus, is an appropriate choice for those who have a small team or own startups. The framework is popular for its predesigned UI components, which catalyze the overall...
Ionic is an open-source UI framework that uses web technologies like HTML, CSS, and JavaScript to build progressive web and mobile apps. Ionic shines for apps centered around forms, lists, and data. The extensive UI...
It’s always important that an app is responsive and especially important with Ionic, which is designed to reach multiple platforms with one codebase. This is not supported by Moxly, which is not good in the realm of...
Recommendations tracked on public social media and blogs since March 2021.


In February, an AI agent named MJ Rathbun submitted a pull request to matplotlib — the Python plotting library used by half the scientific computing world. Scott Shambaugh, a volunteer maintainer, rejected it. Standard code review.... - Source: dev.to / 7 months ago
Numbers are useful, but sometimes it’s easier to spot patterns when you can actually see your data. Pandas works seamlessly with Matplotlib, a popular Python library for creating visualizations. Together, they make it easy to turn raw... - Source: dev.to / 10 months ago
We are storing the results in JSON files, which we combine, analyze and visualize using matplotlib in Python. Here's the structure of a benchmark result file:. - Source: dev.to / 10 months ago
As you may remember, Ionic, the company where I’ve worked as a Developer Advocate for the past year and a half, was acquired in late 2022 by OutSystems. As part of that acquisition, I’m excited to announce that I transitioned to a Lead... - Source: dev.to / over 2 years ago
You're looking for a framework to build a progressive web app. Such as Ionic: https://ionic.io/. Source: about 3 years ago
Some website's that I've collected that use the styling I'm on about; Ionic.io, spline.design, wickedbackgrounds.com, coolbackgrounds.io,. Source: over 4 years ago
When comparing Matplotlib and Ionic, you can also consider the following products.

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NumPy is the fundamental package for scientific computing with Python
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BuildFire is the easiest way for small businesses to build a mobile app in a matter of minutes for iOS and Android.
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Seaborn is a Python data visualization library that uses Matplotlib to make statistical graphics.
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Platform for building native mobile applications using HTML, CSS and JavaScript
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