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Plotly VS Skia

Compare Plotly VS Skia and see what are their differences

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Plotly logo Plotly

Low-Code Data Apps

Skia logo Skia

Skia is an easy-to-use and user-friendly 2D Graphics Library that comes with many prominent APIs for usage in software and hardware platforms.
  • Plotly Landing page
    Landing page //
    2023-07-31
  • Skia Landing page
    Landing page //
    2022-03-04

Plotly features and specs

  • Interactivity
    Plotly offers highly interactive plots that allow users to pan, zoom, and hover over data points for more information. This enhances the user experience and provides deeper insights.
  • High-quality visualizations
    It provides aesthetically pleasing and highly customizable charts, making it suitable for publication-quality visuals.
  • Versatility
    Plotly supports multiple chart types including line charts, scatter plots, bar charts, and 3D plots, making it suitable for a wide range of applications.
  • Python integration
    Plotly is well-integrated with Python and works seamlessly with other popular data science libraries like Pandas, NumPy, and Scikit-learn.
  • Web-based
    The plots can be easily embedded in web applications or dashboards, making it ideal for sharing insights over the internet.
  • Open-source
    Plotly offers an open-source version, which allows users to create and share visualizations without any cost.

Possible disadvantages of Plotly

  • Performance
    Rendering very large datasets can sometimes be slow, which may not be suitable for real-time data visualization requirements.
  • Learning curve
    Even though the library is well-documented, the extensive range of features can have a steep learning curve for beginners.
  • Cost for advanced features
    While the basic functionality is free, more advanced features, such as export to certain formats and additional customizable options, require a paid subscription.
  • Dependency management
    Plotly has a number of dependencies that need to be managed properly, which can sometimes complicate the setup process.
  • Complexity
    For simple visualizations, Plotly might be overkill and simpler libraries like Matplotlib or Seaborn could be more appropriate.

Skia features and specs

  • Open Source
    Skia is an open-source graphics library, which means it's free to use and has contributions from a large community that ensures a wider range of support and continual improvement.
  • Cross-Platform
    Skia supports multiple platforms, including Windows, macOS, Linux, Android, and iOS, which makes it versatile for developing applications that are intended to run on different operating systems.
  • High Performance
    Designed for high performance, Skia can support both CPU and GPU-accelerated rendering, making it suitable for applications that require efficient graphics processing.
  • Integration
    Skia can be easily integrated with various frameworks and technologies, such as Flutter, making it a flexible solution for developers working on different projects.
  • Rich Feature Set
    Skia provides a wide range of features, including vector graphics, text rendering, and complex shapes, which offer developers great flexibility in design and functionality.

Possible disadvantages of Skia

  • Complexity
    Due to its comprehensive feature set and cross-platform capabilities, Skia can be complex to learn and use effectively, especially for developers who are new to graphics programming.
  • Limited Documentation
    While Skia is supported by an active community, some users might find its official documentation lacking in depth and detail, making it difficult to fully understand and leverage its capabilities without additional research.
  • Steep Learning Curve
    The complexity and breadth of Skia's features can result in a steep learning curve for new users, which can be a barrier to quick adoption and productivity.
  • Lack of Direct Support
    As an open-source project, Skia does not offer official customer support, so users must rely on community forums and third-party resources for troubleshooting and assistance.
  • Integration Overhead
    While Skia is versatile in its integration capabilities, incorporating it into a project may require significant effort or additional tools, especially if the project isn't already using compatible frameworks.

Plotly videos

+ Add

Create Real-time Chart with Javascript | Plotly.js Tutorial

More videos:

  • Review - Introducing plotly.py 3.0
  • Review - Is Plotly The Better Matplotlib?
  • Tutorial - Plotly Tutorial 2021
  • Review - Data Visualization as The First and Last Mile of Data Science Plotly Express and Dash | SciPy 2021

Skia videos

+ Add

SkiA Ski Trainer Review

Category Popularity

0-100% (relative to Plotly and Skia)

Plotly

Skia

Data Visualization
100 100%
Data Visualization
0% 0
Development
0 0%
Development
100% 100
Data Dashboard
100 100%
Data Dashboard
0% 0
Photos & Graphics
0 0%
Photos & Graphics
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 Plotly and Skia

Plotly Reviews

Best 8 Redash Alternatives in 2023 [In Depth Guide]
Plotly is specifically designed for companies who want to build and deploy analytic applications like dashboards using Python, Julia, or R without needing DevOps or Javascript developers.
Source: www.datapad.io
5 Best Python Libraries For Data Visualization in 2023
Plotly is a web-based data visualization toolkit that comes with unique functionalities such as dendrograms, 3D charts, and also contour plots, which is not very common in other libraries. It has a great API offering scatter plots, line charts, bar charts, error bars, box plots, and other visualizations. Plotly can even be accessed from a Python Notebook.
Source: www.technotification.com
Top 8 Python Libraries for Data Visualization
Plotly is a free open-source graphing library that can be used to form data visualizations. Plotly (plotly.py) is built on top of the Plotly JavaScript library (plotly.js) and can be used to create web-based data visualizations that can be displayed in Jupyter notebooks or web applications using Dash or saved as individual HTML files. Plotly provides more than 40 unique...
Source: www.geeksforgeeks.org
5 top picks for JavaScript chart libraries
Plotly is a graphing library that’s available for various runtime environments, including the browser. It supports many kinds of charts and graphs that we can configure with a variety of options.
Source: blog.logrocket.com

Skia Reviews

We have no reviews of Skia yet.
Be the first one to post

Social recommendations and mentions

Plotly might be a bit more popular than Skia. We know about 33 links to it since March 2021 and only 23 links to Skia. 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.

Plotly mentions (33)

  • Python for Data Visualization: Best Tools and Practices
    Plotly is perfect for interactive visualizations. You can create interactive charts and graphs that allow users to hover, click, and zoom in. Plotly is also great for web-based visuals, making it easy to share your findings online. - Source: dev.to / about 1 month ago
  • Generative AI Powered QnA & Visualization Chatbot
    Front End: A React application that leverages React-Chatbotify library to easily integrate a chatbot GUI. It also uses the Plotly library to display the charts/visualizations. The generative AI implementation and details are entirely abstracted from the front end. The front-end application depends on a single REST endpoint of the backend application. - Source: dev.to / 3 months ago
  • Build a Stock Dashboard in less than 40 lines of Python code!🤓
    In this tutorial, Mariya Sha will guide you through building a stock value dashboard using Taipy, Plotly, and a dataset from Kaggle. - Source: dev.to / 5 months ago
  • Essential Deep Learning Checklist: Best Practices Unveiled
    How to Accomplish: Utilize visualization libraries like Matplotlib, Seaborn, or Plotly in Python to create histograms, scatter plots, and bar charts. For image data, use tools that visualize images alongside their labels to check for labeling accuracy. For structured data, correlation matrices and pair plots can be highly informative. - Source: dev.to / 11 months ago
  • Python equivalent to power bi/power query?
    For dashboards: - https://plotly.com/ is probably my favourite, but there are others like streamlit, voila and others... Source: over 1 year ago
View more

Skia mentions (23)

  • Skia Canvas: Browser-Less Implementation of the HTML Canvas Drawing API for Node
    > Firefox and Chrome have at various points in time used Skia as a backend for their own implementations of the Canvas API, too. Skia is the graphics engine used by Chrome and Android to render everything: https://skia.org/. - Source: Hacker News / 5 months ago
  • Web Browser Engineering
    Yes [4]. > [1] The library is used as of 2023 in Google Chrome, ChromeOS, ChromiumOS, Mozilla Firefox, Mozilla Thunderbird, Android, Firefox OS, Flutter,[5] Avalonia (from Alpha 4), LibreOffice (from version 7.0) and RAD Studio[6](since version 12.0). > [2] Changes to the Skia repository will be rolled into Chromium by the AutoRoll bot several times per day. > [3] It serves as the graphics engine for Google Chrome... - Source: Hacker News / 7 months ago
  • Cairo – Open-Source 2D Graphics Layer/API with Fonts and Many Back-Ends
    Didn't know about Skia previously! So, let's provide some links: Overview: https://en.wikipedia.org/wiki/Skia_Graphics_Engine Homepage: https://skia.org/ Source: https://skia.googlesource.com/skia/ https://github.com/google/skia where the following github projects which involve drawing are mentioned: https://github.com/bkaradzic/bgfx https://github.com/wjakob/nanogui we find the following interesting quote:... - Source: Hacker News / almost 2 years ago
  • Lottie under the hood
    Actually, that's not entirely accurate. The lottie-web Library itself doesn't support rendering to WebGL. However, there is a package called canvaskit-wasm that wraps Skia (a graphics engine) with WebAssembly (wasm). This package includes a module called skottie which supports rendering animations into a WebGL surface. However, there is a drawback with this approach: using wasm requires loading a relatively large... - Source: dev.to / almost 2 years ago
  • Widely-used graphics library
    Skia is pretty great if you can get it running. Source: about 2 years ago
View more

What are some alternatives?

When comparing Plotly and Skia, you can also consider the following products

D3.js - D3.js is a JavaScript library for manipulating documents based on data. D3 helps you bring data to life using HTML, SVG, and CSS.

Cairo - Cairo is an open-source 2D graphics library released under the GNU Lesser General Public License with support for several output devices.

Chart.js - Easy, object oriented client side graphs for designers and developers.

Anti-Grain Geometry (AGG) - Anti-Grain Geometry (AGG) is an open-source 2D graphics library that provides you with tools to create multiple shapes and also comes with detailed documentation for explaining all the important concepts.

RAWGraphs - RAWGraphs is an open source app built with the goal of making the visualization of complex data...

PlotDevice - PlotDevice is a graphics language for tinkerers, designers, developers and is written in Python.

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