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Matplotlib VS Thonny

Compare Matplotlib VS Thonny and see what are their differences

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Matplotlib logo Matplotlib

matplotlib is a python 2D plotting library which produces publication quality figures in a variety...

Thonny logo Thonny

Python IDE for beginners
  • Matplotlib Landing page
    Landing page //
    2023-06-14
  • Thonny Landing page
    Landing page //
    2023-07-15

Matplotlib features and specs

  • Versatility
    Matplotlib can generate a wide variety of plots, ranging from simple line plots to complex 3D plots. This versatility makes it a go-to library for many scientific and technical visualizations.
  • Customization
    It offers extensive customization options for virtually every element of a plot, including colors, labels, line styles, and more, allowing users to tailor plots to meet specific needs.
  • Integrations
    Matplotlib integrates well with other Python libraries such as NumPy, Pandas, and SciPy, making it easier to plot data directly from these sources.
  • Community and Documentation
    It has a large, active community and comprehensive documentation that includes tutorials, examples, and detailed references, which can help users solve problems and improve their plot-making skills.
  • Interactivity
    Matplotlib supports interactive plots, which can be embedded in Jupyter notebooks and GUIs, allowing for dynamic data exploration and presentation.
  • Publication-Quality
    The library is capable of producing high-quality, publication-ready graphics that meet the stringent requirements of academic journals and professional presentations.

Possible disadvantages of Matplotlib

  • Complexity
    While Matplotlib offers extensive customization, it can be complex and sometimes unintuitive for beginners, requiring a steep learning curve to master all its functionality.
  • Performance
    Rendering a large number of plots or handling very large datasets can be slow, making Matplotlib less suitable for real-time data visualization.
  • Modern Aesthetics
    Out-of-the-box plots from Matplotlib can look somewhat dated compared to those from newer plotting libraries like Seaborn or Plotly, requiring additional customization to achieve a modern look.
  • 3D Plots
    Although Matplotlib supports 3D plotting, its capabilities are relatively limited and less sophisticated compared to specialized 3D plotting libraries.
  • Size and Structure
    The package is relatively large and can be slow to import. Its extensive structure can make finding specific functions and understanding the overall architecture challenging.

Thonny features and specs

  • Beginner-Friendly Interface
    Thonny is designed with simplicity in mind, which makes it ideal for beginners. The interface is clean and intuitive, helping new users to focus on learning Python without being overwhelmed by unnecessary features.
  • Integrated Python Debugger
    Thonny comes with a built-in debugger that allows users to step through their code line by line. This feature helps in understanding the flow of the program and is especially useful for debugging and learning.
  • Simple Variable Inspector
    The variable inspector in Thonny provides a clear and straightforward view of variables and their values, helping users to better understand how data changes as the program runs.
  • Preinstalled with Python
    Thonny comes with Python preinstalled, which makes the setup process easier for beginners. Users don’t have to worry about separate Python installation and can start coding right away.
  • Support for MicroPython
    Thonny supports MicroPython, making it a suitable choice for programming microcontrollers and embedded systems. This expands its usability beyond just desktop applications.
  • Educational Focus
    Thonny includes features specifically designed for educational purposes, such as highlighting syntax errors and visualizing code execution, which helps students grasp programming concepts more effectively.

Possible disadvantages of Thonny

  • Limited Advanced Features
    While Thonny is great for beginners, it lacks some advanced features found in other IDEs like PyCharm or Visual Studio Code. This may hinder users as they advance and need more complex workflows and customizations.
  • Performance Issues with Large Projects
    Thonny may not perform efficiently with large-scale projects or extremely large files, potentially causing lag or crashes, which could be a limitation for more extensive development work.
  • Plugin Ecosystem
    Thonny's plugin ecosystem is not as robust as some other IDEs. Users might find fewer extensions and customizations available, which can limit its functionality for certain workflows.
  • Limited Language Support
    Thonny is designed primarily for Python and lacks support for other programming languages. This makes it less flexible for developers who work with multiple languages.
  • Basic Editor Features
    Essential features such as intelligent code completion, refactoring tools, and version control integration are present but not as sophisticated as in more professional IDEs, which could limit productivity for seasoned developers.
  • Less Frequent Updates
    Compared to more popular and commercially-backed IDEs, Thonny receives less frequent updates. This could mean slower adoption of new Python features and slower fixes for bugs.

Matplotlib videos

+ Add

Learn Matplotlib in 6 minutes | Matplotlib Python Tutorial

Thonny videos

+ Add

Thonny - a Python IDE for beginners

More videos:

  • Review - Step Through Python Scripts With Thonny
  • Review - Introducing Thonny

Category Popularity

0-100% (relative to Matplotlib and Thonny)

Matplotlib

Thonny

Technical Computing
100 100%
Technical Computing
0% 0
Text Editors
0 0%
Text Editors
100% 100
Data Science And Machine Learning
100 100%
Data Science And Machine Learning
0% 0
IDE
0 0%
IDE
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Matplotlib and Thonny

Matplotlib Reviews

25 Python Frameworks to Master
Matplotlib is a widely used tool for data visualization in Python. It provides an object-oriented API for embedding plots into applications.
Source: kinsta.com
5 Best Python Libraries For Data Visualization in 2023
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 code and it handles the rest by itself. Metaplotilib focuses on static images for publication along with interactive figures using toolkits like Qt and GTK.
Source: www.technotification.com
15 data science tools to consider using in 2021
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 visualizations with Matplotlib, using it in Python scripts, the Python and IPython shells, Jupyter Notebook, web application servers and various GUI toolkits.
Source: searchbusinessanalytics.techtarget.com
Top Python Libraries For Image Processing In 2021
Matplotlib is primarily used for 2D visualizations such as scatter plots, bar graphs, histograms, and many more, but we can also use it for image processing. It is effective to get information out of an image. It doesn’t support all file formats.
Source: www.analyticsvidhya.com
Top 8 Python Libraries for Data Visualization
Matplotlib is a data visualization library and 2-D plotting library of Python It was initially released in 2003 and it is the most popular and widely-used plotting library in the Python community. It comes with an interactive environment across multiple platforms. Matplotlib can be used in Python scripts, the Python and IPython shells, the Jupyter notebook, web application...
Source: www.geeksforgeeks.org

Thonny Reviews

  1. steve
    · retired ·
    I like Thonny

    I started an on-line python course that used Pycharm as its basis. I had previously used Thonny to look at code for various programs. I found Pycharm to be over-featured for a beginner like me. Thonny seems much more on my level so I am continuing the course using it instead. And successfully I might add.

Social recommendations and mentions

Thonny might be a bit more popular than Matplotlib. We know about 111 links to it since March 2021 and only 107 links to Matplotlib. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Matplotlib mentions (107)

  • Python for Data Visualization: Best Tools and Practices
    Matplotlib is the backbone of Python data visualization. It’s a flexible, reliable library for creating static plots. Whether you're making simple bar charts or complex graphs, Matplotlib allows extensive customization. You can adjust nearly every aspect of a plot to suit your needs. - Source: dev.to / about 2 months ago
  • Build a Competitive Intelligence Tool Powered by AI
    Add data visualization to make it actionable for your business using pandas.pydata.org and matplotlib.org. - Source: dev.to / 6 months ago
  • Data Visualisation Basics
    Matplotlib: a versatile library for visualizations, but it can take some code effort to put together common visualizations. - Source: dev.to / 9 months ago
  • Creating a CSV to Graph Generator App Using ToolJet and Python Libraries
    In this tutorial, we'll create a CSV to Graph Generator app using ToolJet and Python code. This app enables users to upload a CSV file and generate various types of graphs, including line, scatter, bar, histogram, and box plots. Since ToolJet supports Python (and JavaScript) code out of the box, we'll incorporate Python code and the matplotlib library to handle the graph generation. Additionally, we'll use... - Source: dev.to / 10 months ago
  • Something is strange with CrowdStrike timeline
    It looks like matplotlib to me: https://matplotlib.org/. - Source: Hacker News / 10 months ago
View more

Thonny mentions (111)

  • Essential Software for Hardware Hackers: Your First IDE & Tools
    Raspberry Pi Pico (MicroPython): The Thonny IDE is highly recommended and often pre-installed in Raspberry Pi OS. - Source: dev.to / about 1 month ago
  • Antirez/load81: SDL based Lua programming environment for kids similar to Codea
    The nice thing about Python is that because it's so pervasive as a teaching language, there are many tools for it that specifically cater to this niche. In particular, https://thonny.org is very nice for explaining basic programming concepts like expression evaluation and function calls. And yeah, turtle graphics is the time-honored method of teaching things like loops, recursion, and parametrization via functions... - Source: Hacker News / 7 months ago
  • Python: From Beginners to Pro in 30 Mins (Part 1)
    Thonny or IDLE are great starting points for beginners due to their simplicity. As you become more comfortable, VS Code or PyCharm Community Edition offers more features to help you develop your skills. - Source: dev.to / 10 months ago
  • FeedMyFurBabies – Send and Receive MQTT messages between AWS IoT Core and your micro-controller
    Install Thonny and run it. Then go to Tools -> Options, to configure the ESP32C3 device in Thonny to match the settings shown in the screenshot below. - Source: dev.to / over 1 year ago
  • Raspberry Pico Badger: Hardware Features and OS
    The recommended way to programm MicroPython on the Raspberry Pico is to use the Thonny IDE. Accessing the Badger with reveals the following file structure:. - Source: dev.to / over 1 year ago
View more

What are some alternatives?

When comparing Matplotlib and Thonny, you can also consider the following products

Pandas - Pandas is an open source library providing high-performance, easy-to-use data structures and data analysis tools for the Python.

PyCharm - Python & Django IDE with intelligent code completion, on-the-fly error checking, quick-fixes, and much more...

GnuPlot - Gnuplot is a portable command-line driven interactive data and function plotting utility.

IDLE - Default IDE which come installed with the Python programming language.

Plotly - Low-Code Data Apps

Spyder - The Scientific Python Development Environment

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