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Matplotlib VS Opera

Compare Matplotlib VS Opera and see what are their differences

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Contents:
  1. ยป Base Details
  2. ยป Videos
  3. ยป Reviews
  4. ยป Alternatives

Matplotlib logo Matplotlib

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

Opera logo Opera

Opera is a browser with innovative features, speed and security.
  • Matplotlib Landing page
    Landing page //
    2023-06-14
  • Opera Landing page
    Landing page //
    2023-08-20

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.

Opera features and specs

  • Speed
    Opera is known for its fast browsing experience due to its optimized browsing engine and efficient resource management.
  • Built-in VPN
    Opera includes a free, unlimited VPN service, providing users with increased privacy and security by masking their IP addresses.
  • Battery Saver
    The browser features a battery saver mode that extends the battery life of laptops by reducing the browser's power consumption.
  • Ad Blocker
    Opera has an integrated ad blocker that enhances browsing speed and user experience by blocking intrusive ads.
  • Customizable Interface
    Users can personalize their browsing experience with a variety of themes and workspace options to suit their preferences.
  • Opera Turbo
    This feature compresses data to make web pages load faster, especially useful for those with slower internet connections.
  • Sidebar Integration
    Opera's sidebar allows quick access to social media, messaging apps, and other tools, enhancing multitasking and productivity.

Possible disadvantages of Opera

  • Market Share
    Opera has a smaller user base compared to other major browsers like Chrome and Firefox, which can lead to less community support and fewer extensions.
  • Extension Support
    Though Opera supports Chrome extensions, the overall availability and variety of native Opera extensions are limited compared to its competitors.
  • Sync Issues
    Some users have reported occasional problems with syncing data across devices, which can be inconvenient for those who rely on seamless access to their bookmarks and settings.
  • Compatibility
    Certain websites and web applications may not be fully optimized for Opera, potentially leading to compatibility issues.
  • Privacy Concerns
    Despite its built-in VPN, some users are cautious about Opera's privacy policies, especially given its ownership by a Chinese consortium.

Analysis of Matplotlib

Overall verdict

  • Yes, Matplotlib is a good library for data visualization, particularly for users who require a versatile and powerful plotting solution in Python.

Why this product is good

  • Matplotlib is highly regarded due to its extensive customization options, versatility in creating a wide range of static, animated, and interactive plots, and its large user community and support. It integrates well with other scientific libraries in Python, making it a staple for data visualization. The library is also open-source and frequently updated, ensuring it remains a reliable choice for users.

Recommended for

  • Data scientists and analysts needing to create detailed, customized visual representations of their data.
  • Researchers and engineers looking for a comprehensive plotting library that supports scientific and engineering formats.
  • Python developers who require integration with other scientific computing libraries like NumPy and Pandas.

Analysis of Opera

Overall verdict

  • Opera is a solid choice for users looking for a fast and feature-rich browsing experience. Its unique offerings, such as the VPN and built-in ad blocker, set it apart from other browsers. However, for users heavily invested in the Google ecosystem, Chrome might still be preferable.

Why this product is good

  • Opera is a web browser known for its speed, innovative features, and user-friendly interface. It includes an integrated ad blocker, a free VPN for enhanced security, and a battery saver mode for extended mobile browsing. Additionally, Opera is based on the Chromium engine, providing compatibility with most web standards and extensions.

Recommended for

  • Users who prioritize speed and memory efficiency.
  • Those looking for integrated privacy features like VPN and ad blocking.
  • Individuals who prefer customization options offered by a variety of extensions and themes.
  • Users who frequently switch between desktop and mobile browsing and want a seamless experience.

Matplotlib videos

+ Add

Learn Matplotlib in 6 minutes | Matplotlib Python Tutorial

Opera videos

+ Add

Opera VPN Review: Walkthrough, Speed Test (and ๐Ÿšฉ#1 Weakness ๐Ÿšฉ)

More videos:

  • Review - Opera Browser | Review
  • Review - Opera GX Browser - Is It Any Good?

Category Popularity

0-100% (relative to Matplotlib and Opera)

Matplotlib

Opera

Data Science And Machine Learning
100 100%
Data Science And Machine Learning
0% 0
Web Browsers
0 0%
Web Browsers
100% 100
Technical Computing
100 100%
Technical Computing
0% 0
Security & Privacy
0 0%
Security & Privacy
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 Opera

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 doesnโ€™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

Opera Reviews

Brave Alternative - 8 Privacy-Focused and Reliable Options
Both Opera and Brave support a wide range of extensions, but with Opera, youโ€™ll require fewer third-party extensions as most features are in-built.
Source: mspoweruser.com
List of 10 Best Ad Blockers in 2024
Opera VPN: Opera VPN is a premium ad blocker that also includes a VPN service. It costs $3.99 per month or $39.99 per year.
Source: www.geeksforgeeks.org
Top browsers: features, comparison and stats (2022)
Opera is the fifth most popular web browser; it currently holds 2.4% of the web browser market share. It was released in 1995 by Opera. So, it is one of the oldest web browsers which is still actively developed. The Opera web browser is based on Chromium, Googleโ€™s free and open source software project.
Source: www.stackscale.com
6 Best Browser Alternatives to Google Chrome
Because it is built on Chromium, Opera supports Chrome extensions, so the transition away from Google should be a smooth one. I particularly love Operaโ€™s battery saver feature, which promises to improve battery life by up to 35%. When it comes to the user experience, Opera is a pretty straightforward browser with a clean user interface featuring a handy sidebar and some...
Source: gizmodo.com
The best web browsers for 2022
Opera also features a built-in โ€œStashโ€ for saving pages to read later. Thereโ€™s no need to sign up for a Pocket or Evernote account to save a page for later reading. Similarly, Opera features a speed-dial menu that puts all your most frequently visited pages in one place. Google Chrome also does this, but only on a blank new tab. Finally, Opera has a built-in unlimited VPN...
Source: www.digitaltrends.com

Social recommendations and mentions

Based on our record, Matplotlib should be more popular than Opera. It has been mentiond 114 times since March 2021. 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 (114)

  • The soul file
    In February, an AI agent named MJ Rathbun submitted a pull request to matplotlib โ€” the Python plotting library used by half the scientific computing world. Scott Shambaugh, a volunteer maintainer, rejected it. Standard code review. Nothing unusual. - Source: dev.to / 4 months ago
  • How to Analyze CSV Files with Python and Pandas
    Numbers are useful, but sometimes itโ€™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 numbers into clear charts. - Source: dev.to / 7 months ago
  • libmalloc, jemalloc, tcmalloc, mimalloc - Exploring Different Memory Allocators
    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 / 7 months ago
  • Building an AI Scoring Agent: Step-By-Step
    NetworkX and Matplotlib were used to visualize the graph structure of the agent. - Source: dev.to / 8 months ago
  • Top 5 GitHub Repositories for Data Science in 2026
    The book introduces the core libraries essential for working with data in Python: particularly IPython, NumPy, Pandas, Matplotlib, Scikit-Learn, and related packages Familiarity with Python as a language is assumed; if you need a quick introduction to the language itself, see the free companion project, Aโ€ฆ. - Source: dev.to / 10 months ago
View more

Opera mentions (23)

  • Can anyone tell what is this?
    This is not opera.com it's "api2 dot com" so it's a malware site posing as an opera one by including opera in its name. I had a popup like this. It opened every time I opened the browser. Turned out it was coming from a video downloader extension. Source: almost 3 years ago
  • Is there a way to download the official browser through a torrent or a mirror link?
    The opera.com domain is banned where I live but I still want to download the browser without a VPN (because those are also banned). Is there a torrent link or an alternative/mirror link where I can download the latest Opera One release? Thanks! Source: about 3 years ago
  • Opera Adblocker pinging opera.com?
    Apparently it "urgently needed to be removed off the network" (bullshit, you could've blocked opera.com, dumbass) I don't see why its so bad to have one kid with an unmanaged browser, like seeing "your browser is managed by your organisation" sucks enough. They disabled basically everything good about Chrome, for a time, they locked down the performance tab so we couldn't even use battery saver. Source: about 3 years ago
  • Opera Adblocker pinging opera.com?
    One day, I got called to my Deputy Principal's (Dep. For short) office because my laptop was doing wacky shit to the network. He informs me that my laptop had sent 64k pings to opera.com. It was about the 2nd term, we receive new laptops every couple of years. He first told me about my searches for a VPN, which I guess is on me. But when he brings up the 64k pings, he tells me whatever the app is doing it has to... Source: about 3 years ago
  • How big is the chance of getting malware while downloading roms?
    I use uBlock Origin on Chrome but it is available for Opera GX as well. You install it by finding uBlock Origin in addons section of opera.com and then clicking the "Add to Opera" button. Source: about 3 years ago
View more

What are some alternatives?

When comparing Matplotlib and Opera, 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.

Brave - Fast and secure, ad and tracker blocking browser.

NumPy - NumPy is the fundamental package for scientific computing with Python

Google Chrome - Google Chrome is a fast, secure, and free web browser, built for the modern web. Give it a try on your desktop today.

Seaborn - Seaborn is a Python data visualization library that uses Matplotlib to make statistical graphics.

Mozilla Firefox - Get the browsers that put your privacy first โ€” and always have

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