Software Alternatives, Accelerators & Startups

Plotly VS RequireJS

Compare Plotly VS RequireJS and see what are their differences

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Plotly logo Plotly

Low-Code Data Apps

RequireJS logo RequireJS

RequireJS is a JavaScript file and module loader.
  • Plotly Landing page
    Landing page //
    2023-07-31
  • RequireJS Landing page
    Landing page //
    2019-09-19

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.

RequireJS features and specs

  • Modularization
    RequireJS encourages a modular approach to development by allowing developers to define dependencies between JavaScript files. This modularization leads to cleaner code and easier maintenance.
  • Asynchronous Loading
    Scripts are loaded asynchronously, which can lead to improved performance. This non-blocking nature ensures that the web page remains responsive while scripts are still being loaded.
  • Dependency Management
    RequireJS automatically manages dependencies, ensuring that each module is loaded in the correct order. This reduces the risk of runtime errors caused by missing or incorrectly ordered scripts.
  • AMD Standard
    It implements the Asynchronous Module Definition (AMD) API, which promotes compatibility between different JavaScript libraries that conform to this standard.
  • Optimization Tools
    RequireJS includes optimization tools that can concatenate and minify JavaScript files, reducing the number of HTTP requests and file size for production environments.

Possible disadvantages of RequireJS

  • Learning Curve
    For developers not familiar with AMD or module loaders, RequireJS can introduce complexity and have a steep learning curve compared to simpler script-loading methods.
  • Not ES6 Module Compatible
    RequireJS is designed around the AMD pattern and does not natively support ES6 module syntax, which has become the standard in modern JavaScript development.
  • Overhead
    Although it offers powerful features, RequireJS introduces some initial setup and configuration overhead, which can be cumbersome for small projects or scripts.
  • Compatibility Issues
    Some older libraries or scripts might not be compatible with RequireJS without modifications, leading to potential integration issues when using certain third-party libraries.
  • Declining Popularity
    With the adoption of native ES6 modules and modern build tools like Webpack and Parcel, RequireJS is less commonly used, potentially reducing community support and resources.

Analysis of Plotly

Overall verdict

  • Overall, Plotly is a strong choice for those looking to create dynamic and interactive data visualizations, thanks to its range of features and ease of integration with web technologies.

Why this product is good

  • Plotly is considered good because it offers a comprehensive suite of tools for creating interactive visualizations that can be used in web applications, reports, and dashboards. It supports many different types of plots, is easy to use for both beginners and experienced developers, and integrates well with popular programming languages like Python, R, and JavaScript.

Recommended for

    Plotly is recommended for data scientists, analysts, and developers who need to create interactive and visually appealing data visualizations. It's particularly useful for those who work with Python or R and want the ability to embed their visualizations in web applications or dashboards.

Analysis of RequireJS

Overall verdict

  • RequireJS is considered a robust solution for legacy projects or for teams who started their development process before JavaScript standards evolved. However, with the introduction and adoption of native ES6 modules and tools like Webpack and Rollup, RequireJS has become less relevant for new projects. It's a good solution if you are maintaining an older codebase and need consistency, but for new projects, modern alternatives may be more appropriate.

Why this product is good

  • RequireJS is a JavaScript file and module loader designed to improve the speed and quality of your code. It has been particularly beneficial in managing dependencies and loading scripts asynchronously, which helps optimize performance by loading only the necessary modules when needed. RequireJS was a popular choice when JavaScript development environments needed a reliable way to modularize code before the widespread adoption of ES6 modules.

Recommended for

    RequireJS is recommended for projects that are already using it, especially if the project is large and refactoring to a different module system would be resource-intensive. It can also be suitable for legacy web applications that have complex dependency chains which have been built with AMD (Asynchronous Module Definition) patterns. However, newer projects are better served with modern bundlers and native ES6 module syntax.

Plotly videos

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

RequireJS videos

Optimize Your CSS With RequireJS

More videos:

  • Review - RequireJS and Magento2
  • Review - Yeoman 1.0 Backbone RequireJS - Video 2

Category Popularity

0-100% (relative to Plotly and RequireJS)
Data Visualization
100 100%
0% 0
JS Build Tools
0 0%
100% 100
Charting Libraries
100 100%
0% 0
Web Application Bundler
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 Plotly and RequireJS

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.
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...
5 top picks for JavaScript chart libraries
Plotly is a graphing library thatโ€™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.

RequireJS Reviews

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

Social recommendations and mentions

Based on our record, Plotly should be more popular than RequireJS. It has been mentiond 34 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.

Plotly mentions (34)

  • How to Analyze 47 Million Hacker News Posts: A Data Scientist's Dream Dataset Just Got Better
    Let's dive into some practical examples. First, you'll need to set up your environment with the right tools. I recommend using pandas for data manipulation and plotly for visualization. - Source: dev.to / 4 months ago
  • 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 / over 1 year 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 / over 1 year ago
  • Build a Stock Dashboard in less than 40 lines of Python code!๐Ÿค“
    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 / over 1 year 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 / about 2 years ago
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RequireJS mentions (14)

  • Advanced Beginnerโ€™s guide to ClojureScript
    That's the job of Closure Compiler. Closure is an optimizing JavaScript compiler that ClojureScript is using since its initial release, in 2011. At the time JavaScript didn't have standard module format, remember AMD, UMD, RequireJS and CommonJS? Closure folks at Google invented another one, where goog.provide declares a module and goog.require imports another module. - Source: dev.to / 9 months ago
  • Everything about ESM and treeshaking
    The fact that everything was loaded synchronously, which was not really an issue at that time when writing for servers, it was not really feasible for front-ends. Therefore RequireJS was brought to live. If you ever wondered how it looks, there is an example repository still living. If you are more interested in the history, look up: AMD, UMD, RequireJS. - Source: dev.to / about 1 year ago
  • Why hasn't JavaScript implemented namespaces yet?
    There is a library called requirejs (https://requirejs.org/) that accomplishes what I am referring to. However, this is essentially similar to the situation in PHP prior to version 5.3 - a solution implemented at the level of a separate library rather than at the language level. Source: about 3 years ago
  • Getting Started With Parcel.js: A Web Application Bundler in 2022
    Webpack is the most popular bundler and it followed on the heels of Require.js, Rollup, and similar solutions. But the learning curve for a tool like webpack is steep. Getting started with webpack isnโ€™t easy due to its complex configurations. As a result, in recent years another solution has emerged. This tool is not necessarily a front-runner, but an easier-to-digest alternative on the front-end module bundler... - Source: dev.to / over 3 years ago
  • RequireJS: How to define modules that contain a single "class"?
    I have a number of JavaScript "classes" each implemented in its own JavaScript file. For development those files are loaded individually, and for production they are concatenated, but in both cases I have to manually define a loading order, making sure that B comes after A if B uses A. I am planning to use RequireJS as an implementation of CommonJS Modules/AsynchronousDefinition to solve this problem for me... Source: about 4 years ago
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What are some alternatives?

When comparing Plotly and RequireJS, 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.

rollup.js - Rollup is a module bundler for JavaScript which compiles small pieces of code into a larger piece such as application.

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

JSHint - New JSHint website. Anton Kovalyov Oct 1st, 2013. For the last couple of weeks I've been working on a new homepage for JSHint and today I'm proud to announce the new jshint. com! JSHint Website.

Tableau - Tableau can help anyone see and understand their data. Connect to almost any database, drag and drop to create visualizations, and share with a click.

stealjs - Futuristic JavaScript dependency loader and builder. Speeds up application load times. Works with ES6, CommonJS, AMD, CSS, LESS and more. Simplifies modular workflows.