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D3.js VS Sauce Labs

Compare D3.js VS Sauce Labs and see what are their differences

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Turn SQL Data into Decisions. Build professional dashboards and data visualizations without technical expertise. Easily embed analytics anywhere, receive automated alerts, and discover AI-powered insights all through a straightforward interface. featured
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D3.js logo 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.

Sauce Labs logo Sauce Labs

Test mobile or web apps instantly across 700+ browser/OS/device platform combinations - without infrastructure setup.
  • D3.js Landing page
    Landing page //
    2023-07-11

D3 allows you to bind arbitrary data to a Document Object Model (DOM), and then apply data-driven transformations to the document. For example, you can use D3 to generate an HTML table from an array of numbers. Or, use the same data to create an interactive SVG bar chart with smooth transitions and interaction.

D3 is not a monolithic framework that seeks to provide every conceivable feature. Instead, D3 solves the crux of the problem: efficient manipulation of documents based on data. This avoids proprietary representation and affords extraordinary flexibility, exposing the full capabilities of web standards such as HTML, SVG, and CSS. With minimal overhead, D3 is extremely fast, supporting large datasets and dynamic behaviors for interaction and animation. D3’s functional style allows code reuse through a diverse collection of official and community-developed modules.

  • Sauce Labs Landing page
    Landing page //
    2023-10-23

D3.js features and specs

  • Powerful Visualization
    D3.js allows for the creation of highly customized and interactive data visualizations, harnessing the full power of web standards like SVG, Canvas, and HTML.
  • Data Binding
    It offers robust support for data-driven transformations and binding, enabling intuitive connections between data sets and DOM elements.
  • Community and Ecosystem
    A large and active community contributes to tutorials, plugins, and tools, which can significantly simplify the development process.
  • Flexibility
    D3.js is highly flexible, providing low-level manipulation capabilities without being tied to any specific chart types or patterns.
  • Performance
    It is highly optimized for performance, allowing for efficient rendering of complex visualizations even with large data sets.

Possible disadvantages of D3.js

  • Steep Learning Curve
    D3.js has a steep learning curve due to its low-level nature and requires a solid understanding of JavaScript, DOM manipulation, and data concepts.
  • Complexity
    Creating complex visualizations can be time-consuming and require a significant amount of custom code, making it less approachable for quick, simple tasks.
  • Browser Compatibility
    Although widely supported, some D3.js features may have inconsistent behavior across different browsers, requiring additional testing and debugging.
  • Documentation
    While extensive, D3.js documentation can be challenging for beginners to navigate and understand, causing misunderstandings and slower development times.
  • Dependency Management
    The library itself is modular, but managing dependencies and integrating D3.js with other JavaScript frameworks or libraries can sometimes be problematic.

Sauce Labs features and specs

  • Extensive Browser and OS Coverage
    Sauce Labs offers a wide range of browser and operating system combinations, allowing for comprehensive cross-browser testing.
  • Real Device Testing
    Provides access to a large number of real mobile devices for testing, ensuring accurate results compared to emulators.
  • Integration with CI/CD Tools
    Seamlessly integrates with popular Continuous Integration and Continuous Deployment tools like Jenkins, CircleCI, and Travis CI.
  • Detailed Reporting
    Offers in-depth test reports, screenshots, and videos, which help in debugging and improving the quality of tests.
  • Parallel Test Execution
    Supports running multiple tests in parallel, significantly reducing test execution time and speeding up the development cycle.
  • Scalability
    Highly scalable platform that can cater to both small projects and large enterprises, making it flexible for various needs.

Possible disadvantages of Sauce Labs

  • Cost
    The pricing can be quite high, especially for small teams or individual developers, making it less accessible for budget-constrained projects.
  • Learning Curve
    There can be a steep learning curve for new users who are not familiar with automated testing platforms.
  • Latency Issues
    Some users have reported latency issues and slower test execution times compared to local testing environments.
  • Complexity
    Setting up and configuring tests to run on Sauce Labs can be complex and time-consuming, requiring a good understanding of the platform and automated testing best practices.
  • Dependency on Internet Speed
    As a cloud-based service, the performance can be heavily dependent on the tester's internet speed, potentially affecting test execution and debugging processes.

Analysis of D3.js

Overall verdict

  • Yes, D3.js is a highly regarded library for data visualization in the web development community.

Why this product is good

  • Flexibility: D3.js provides incredible flexibility in creating complex and interactive visualizations with web standards (SVG, HTML, and CSS).
  • Customization: It allows for high levels of customization, which lets developers create unique and detailed visualizations tailored to their specific needs.
  • Community and Ecosystem: D3.js has a large, active community and a rich ecosystem of plugins and extensions conducive to learning and integration.
  • Data Binding: Offers powerful ways to manipulate documents based on data; the data-driven approach simplifies dynamic interaction creation.
  • Performance: Efficiently manipulates DOM elements and performs well with large datasets if used correctly.

Recommended for

  • Data Scientists and Analysts looking to create custom, interactive visualizations.
  • Web Developers who need to incorporate complex data visualizations into applications.
  • Educators and Researchers presenting data in an engaging way.
  • Anyone needing to build bespoke visualizations that are not possible with off-the-shelf solutions.

D3.js videos

+ Add

Data Visualization with D3.js - Full Tutorial Course

More videos:

  • Review - Let's learn D3.js - D3 for data visualization (full course)

Sauce Labs videos

+ Add

Overview of Sauce Labs

More videos:

  • Review - How an Automated Test Works With Sauce Labs
  • Review - Sauce Labs Analytics

Category Popularity

0-100% (relative to D3.js and Sauce Labs)

D3.js

Sauce Labs

Charting Libraries
100 100%
Charting Libraries
0% 0
Website Testing
0 0%
Website Testing
100% 100
Data Visualization
100 100%
Data Visualization
0% 0
Automated Testing
0 0%
Automated Testing
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 D3.js and Sauce Labs

D3.js Reviews

6 JavaScript Charting Libraries for Powerful Data Visualizations in 2023
Depending on your requirements, the best JavaScript library is D3.js, as it’s by far the most customizable. However, it’s also really complex and difficult to master. Plus, it’s not as compatible with TypeScript as it is with JavaScript, which can be off-putting for some developers. If you’d prefer a less complex library that you can use with TypeScript, ECharts, and...
Source: embeddable.com
15 JavaScript Libraries for Creating Beautiful Charts
When we think of charting today, D3.js is the first name that comes up. Being an open source project, D3.js definitely brings many powerful features that were missing in most of the existing libraries. Features like dynamic properties, Enter and Exit, powerful transitions, and syntax familiarity with jQuery make it one the best JavaScript libraries for charting. Charts in...
Source: www.sitepoint.com
Top 20 Javascript Libraries
D3 stands for Data-Driven Documents. With D3, you can apply data-driven transformations to DOM objects. The keyword with D3 is ‘data-driven,’ which means documents are manipulated depending on the data received. Data can be received in any format and bound with DOM objects. D3 is very fast and supports dynamic behavior for animation and interactions. There are plenty of...
Source: hackr.io
20+ JavaScript libraries to draw your own diagrams (2022 edition)
D3.js is a JavaScript library for manipulating documents based on data. Right now, I would say is the most popular library of its kind.
Source: modeling-languages.com
15 data science tools to consider using in 2021
Another open source tool, D3.js is a JavaScript library for creating custom data visualizations in a web browser. Commonly known as D3, which stands for Data-Driven Documents, it uses web standards, such as HTML, Scalable Vector Graphics and CSS, instead of its own graphical vocabulary. D3's developers describe it as a dynamic and flexible tool that requires a minimum amount...
Source: searchbusinessanalytics.techtarget.com

Sauce Labs Reviews

Top Selenium Alternatives
Sauce Labs is a cloud-based platform that offers automated testing tools for web and mobile applications. It provides a secure and scalable environment for running tests across a wide range of browsers and operating systems. With features like parallel testing, real device testing, and live debugging, Sauce Labs focuses on improving test execution times and overall efficiency.
Source: bugbug.io
Top 20 Best Automation Testing Tools in 2018 (Comprehensive List)
Sauce Labs is a selenium cloud-based solution that offers automated testing over cross-browsers and multiple platforms. It has support for both mobile and desktop apps. It is known for significantly accelerating test cycles.
Source: www.softwaretestinghelp.com

Social recommendations and mentions

Based on our record, D3.js should be more popular than Sauce Labs. It has been mentiond 167 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.

D3.js mentions (167)

  • IO Devices and Latency
    Do you mean something for data visualization, or tricks condensing large data sets with cursors? https://d3js.org/ Best of luck =3. - Source: Hacker News / 3 months ago
  • 2024 Nuxt3 Annual Ecosystem Summary🚀
    Document address: D3.js Official Document. - Source: dev.to / 5 months ago
  • 100+ Must-Have Web Development Resources
    D3.js: One of the most popular JavaScript visualization libraries. - Source: dev.to / 8 months ago
  • What are npm Peer Dependencies and how to use them?
    A Dependency is an npm package that our code depends on in order to be able to run. Some popular packages that can be added as dependencies are lodash, D3, and chartjs. - Source: dev.to / 8 months ago
  • Introducing RacingBars 📊
    RacingBars is an open-source, light-weight (~45kb gzipped), easy-to-use, and feature-rich javascript library for bar chart race, based on D3.js. - Source: dev.to / 10 months ago
View more

Sauce Labs mentions (17)

  • 11 Most Popular Tools for Logging and Monitoring API Calls
    Sauce Labs used to be called API Fortress, and under that name, it generated a bit of a reputation as a cloud-based REST API monitoring solution. Setting up Sauce Labs for monitoring involves establishing secure connections to ensure data integrity and security. Sauce Labs continues this success by providing testing, monitoring, and reporting, but for those looking principally for API log tooling, Sauce Labs can... - Source: dev.to / 2 months ago
  • Top 10 iOS Automation Testing Tools for 2025 (with Key Features)
    #2 SauceLabs SauceLabs also offers a cloud-based platform for testing iOS apps, as well as capabilities to build, organize, and run tests for delivering high-quality applications. - Source: dev.to / 6 months ago
  • Free Cross Browser Testing Tools to pick in 2025
    5. Sauce Labs (Free Plan) Sauce Labs provides a cloud-based testing platform that includes real device testing and supports Selenium, Appium, and other popular automation frameworks. While its free tier limits access to testing minutes and device options, it’s ideal for smaller testing needs and early-phase bug hunting. Paid plans enable larger teams to scale with access to additional device environments. - Source: dev.to / 7 months ago
  • 🛑 Stop resizing your browser: improve testing for responsiveness
    Platforms like Browserstack or SauceLabs offer virtual instances of real devices and browsers for manual and end-to-end testing. Caveat: subscriptions cost money and are on a per-seat basis. - Source: dev.to / about 1 year ago
  • React Native Testing Options Overview
    Appium is an open-source test automation framework. You can use it with native, hybrid, and mobile web apps. It drives iOS and Android apps using the WebDriver protocol. Appium is sponsored by Sauce Labs and a community of open source developers. - Source: dev.to / about 1 year ago
View more

What are some alternatives?

When comparing D3.js and Sauce Labs, you can also consider the following products

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

BrowserStack - BrowserStack is a software testing platform for developers to comprehensively test websites and mobile applications for quality.

Highcharts - A charting library written in pure JavaScript, offering an easy way of adding interactive charts to your web site or web application

LambdaTest - Perform Web Testing on 2000+ Browsers & OS

Plotly - Low-Code Data Apps

TestComplete - TestComplete Desktop, Web, and Mobile helps you create repeatable and accurate automated tests across multiple devices, platforms, and environments easily and quickly.

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