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D3.js VS Lo-Dash

Compare D3.js VS Lo-Dash and see what are their differences

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.

Lo-Dash logo Lo-Dash

Lo-Dash is a drop-in replacement for Underscore.
  • 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.

  • Lo-Dash Landing page
    Landing page //
    2021-09-20

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.

Lo-Dash features and specs

  • Performance
    Lo-Dash is highly optimized for performance, often outperforming native methods and other utility libraries in benchmarks.
  • Consistency
    Offers a consistent API for various data manipulation tasks, making the codebase more predictable and easier to maintain.
  • Modularity
    Allows for importing specific functions to minimize bundle size, which can lead to more efficient use of resources.
  • Community and Support
    Lo-Dash has a large, active community, providing a wealth of resources, plugins, and quick support.
  • Cross-browser Compatibility
    Ensures consistent behavior across different browsers, saving developers from dealing with browser-specific bugs.
  • Readability
    Enhances code readability with its clear, chainable API, making complex operations more understandable.

Possible disadvantages of Lo-Dash

  • Size
    While modular, if not used carefully, Lo-Dash can contribute to larger bundle sizes compared to native implementations.
  • Learning Curve
    Developers new to the library might need time to get used to its extensive API and chaining capabilities.
  • Redundancy
    Many of Lo-Dash's utilities have been added to JavaScript natively, potentially rendering parts of the library redundant.
  • Dependency
    Relying heavily on Lo-Dash can create a dependency that complicates upgrading or moving away from the library in the future.
  • Security
    As with any third-party library, there are potential security vulnerabilities, although Lo-Dash is generally well-maintained.

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.

Analysis of Lo-Dash

Overall verdict

  • Lodash is considered a highly useful tool in modern JavaScript development. It is well-documented, actively maintained, and has a large community of users. It stands out for its consistency, reliability, and versatility, making it a staple for many developers who need a straightforward, powerful solution for handling data manipulation tasks.

Why this product is good

  • Lo-Dash, commonly known as Lodash, is widely regarded as a powerful and flexible utility library that simplifies common programming tasks, particularly in JavaScript. It provides a wide array of functions that make it easier to work with arrays, numbers, objects, strings, and more. The library is known for its performance optimizations and ease of use, which help developers write cleaner and more efficient code. Its modular design allows users to pick only the functions they need, reducing the footprint of their code.

Recommended for

  • JavaScript developers seeking efficient methods for data manipulation.
  • Projects where performance and consistency are key concerns.
  • Developers who appreciate well-documented and actively maintained libraries.
  • Applications requiring extensive use of functional programming techniques.

D3.js videos

Data Visualization with D3.js - Full Tutorial Course

More videos:

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

Lo-Dash videos

No Lo-Dash videos yet. You could help us improve this page by suggesting one.

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Category Popularity

0-100% (relative to D3.js and Lo-Dash)
Charting Libraries
100 100%
0% 0
Javascript UI Libraries
50 50%
50% 50
Data Visualization
100 100%
0% 0
Development Tools
0 0%
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 Lo-Dash

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...
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.
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...

Lo-Dash Reviews

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Social recommendations and mentions

Based on our record, D3.js should be more popular than Lo-Dash. 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
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Lo-Dash mentions (99)

  • Debouncing in React: With and Without Libraries
    Lodash is a popular JavaScript utility library that provides a convenient debounce function. It's a straightforward approach if you're already using Lodash in your project. - Source: dev.to / 2 months ago
  • Top 10 Expert-Crafted JavaScript Coding Interview Questions
    The _.merge function from Lodash is a powerful utility for deep merging. It recursively merges nested properties from source objects into a target object. - Source: dev.to / 5 months ago
  • Customize TypeScript syntax highlighting in VSCode
    To help us understand this system, VSCode offers a command "Developer: Inspect Editor Tokens and Scopes" that displays a tooltip with information about the currently selected code. Here's an example with the compact function from Lodash:. - Source: dev.to / 5 months ago
  • 17 Tips from a Senior React Developer
    Previously, you needed libraries like lodash for tasks like cloning, iteration, etc. - Source: dev.to / 5 months ago
  • 2024 Nuxt3 Annual Ecosystem Summary🚀
    Document address: Lodash official document. - Source: dev.to / 5 months ago
View more

What are some alternatives?

When comparing D3.js and Lo-Dash, you can also consider the following products

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

jQuery - The Write Less, Do More, JavaScript Library.

Plotly - Low-Code Data Apps

React Native - A framework for building native apps with React

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

Babel - Babel is a compiler for writing next generation JavaScript.