recharts vs victory vs react-simple-maps vs react-vis
Data Visualization Libraries for React Comparison
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What's Data Visualization Libraries for React?

Data visualization libraries for React provide developers with tools to create interactive and visually appealing charts and maps. These libraries simplify the process of representing complex data sets in a way that is easy to understand and analyze. By leveraging these libraries, developers can enhance user engagement and improve the overall user experience through effective data representation.

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recharts3,250,16224,6864.64 MB446a month agoMIT
victory258,47611,0962.28 MB952 months agoMIT
react-simple-maps122,2683,14692.8 kB178-MIT
react-vis75,6708,7442.18 MB3422 years agoMIT
Feature Comparison: recharts vs victory vs react-simple-maps vs react-vis

Chart Types

  • recharts:

    recharts focuses on standard chart types like line, bar, area, pie, and radar charts. It is built specifically for React, ensuring that charts are easy to implement and integrate with React's component lifecycle.

  • victory:

    victory offers a wide selection of chart types, including bar, line, pie, and scatter charts, along with advanced options for creating custom visualizations. Its modular architecture allows for complex combinations of charts and components.

  • react-simple-maps:

    react-simple-maps specializes in geographical maps, allowing developers to create interactive maps with various projections and custom styles. It is designed to work seamlessly with D3.js, making it easy to integrate complex visualizations.

  • react-vis:

    react-vis provides a diverse range of chart types, including line charts, bar charts, scatter plots, and more. It is designed to cover most common visualization needs, making it a versatile choice for general data visualization.

Customization

  • recharts:

    recharts excels in customization options, allowing developers to easily change styles, colors, and layouts of charts. It supports responsive design, making it easy to adapt charts to different screen sizes.

  • victory:

    victory is highly customizable, offering extensive options for styling and configuring charts. Developers can create unique visualizations by combining different components and customizing their properties.

  • react-simple-maps:

    react-simple-maps provides a straightforward API for customizing map styles, projections, and tooltips. It allows developers to easily modify the appearance of maps to fit their application's design requirements.

  • react-vis:

    react-vis allows for basic customization of charts, including colors, sizes, and labels. However, it may require additional effort for more complex customizations compared to other libraries.

Performance

  • recharts:

    recharts is built with performance in mind, utilizing React's virtual DOM to minimize re-renders. It is efficient for handling dynamic data updates in real-time applications.

  • victory:

    victory is also performance-oriented, but its extensive customization options can lead to performance issues if not managed properly. Developers should be mindful of the complexity of their visualizations.

  • react-simple-maps:

    react-simple-maps is optimized for performance when rendering maps, ensuring smooth interactions even with large datasets. It leverages D3.js for efficient rendering and updates.

  • react-vis:

    react-vis is designed for performance, but may experience slowdowns with very large datasets or complex visualizations. It is best suited for moderate data sizes to maintain responsiveness.

Ease of Use

  • recharts:

    recharts is very easy to use for React developers, thanks to its component-based architecture. It allows for rapid development of charts without extensive configuration.

  • victory:

    victory has a steeper learning curve due to its extensive features and customization options. However, once mastered, it offers powerful capabilities for creating complex visualizations.

  • react-simple-maps:

    react-simple-maps is user-friendly, especially for developers familiar with D3.js. Its API is straightforward, making it easy to get started with creating maps quickly.

  • react-vis:

    react-vis is designed for ease of use, providing a simple API that allows developers to create visualizations with minimal setup. It is great for quick prototyping.

Community and Support

  • recharts:

    recharts has a strong community and is widely used in the React ecosystem, ensuring plenty of resources, tutorials, and support are available.

  • victory:

    victory is also well-supported, with a dedicated community and comprehensive documentation. It is actively maintained, ensuring compatibility with the latest React versions.

  • react-simple-maps:

    react-simple-maps has a growing community and is well-documented, making it easy to find resources and examples for implementation.

  • react-vis:

    react-vis is backed by Uber and has a solid community, with good documentation and examples available to assist developers.

How to Choose: recharts vs victory vs react-simple-maps vs react-vis
  • recharts:

    Opt for recharts if you are looking for a library that is built on React components and is easy to integrate with your existing React application. It is ideal for projects that require responsive charts with a clean design and a focus on performance.

  • victory:

    Choose victory if you need a highly customizable and modular charting library that allows for complex visualizations. It is particularly beneficial for applications that require detailed and interactive charts, offering a wide array of chart types and extensive customization options.

  • react-simple-maps:

    Choose react-simple-maps if your primary focus is on creating geographical maps with a simple API. It is particularly useful for projects that require responsive and customizable maps, and it integrates well with D3.js for advanced visualizations.

  • react-vis:

    Select react-vis if you need a comprehensive set of components for various types of visualizations, including charts and graphs. It is well-suited for applications that require a quick setup and a wide range of visualization options without extensive customization.

Similar Npm Packages to recharts

recharts is a composable charting library built on React components, designed to create responsive and customizable charts with ease. It leverages the power of SVG to render charts and provides a simple API that allows developers to create a variety of chart types quickly. Recharts is particularly well-suited for React applications, enabling seamless integration and a declarative approach to building visualizations.

While Recharts is a robust option for creating charts in React, there are other libraries available that also provide powerful charting capabilities. Here are a couple of notable alternatives:

  • chart.js is a popular JavaScript library for creating charts and visualizations. It is highly versatile and supports a wide range of chart types, including line, bar, radar, doughnut, and more. Chart.js is known for its simplicity and ease of use, making it a great choice for developers who want to quickly implement charts without a steep learning curve. It also offers responsive design features and can be easily integrated into various frameworks, including React, Angular, and Vue.

  • d3 (Data-Driven Documents) is a powerful JavaScript library for producing dynamic, interactive data visualizations in web browsers. Unlike Recharts and Chart.js, D3 provides low-level control over the rendering of charts and visualizations, allowing for highly customized and complex visual representations of data. While D3 has a steeper learning curve and requires a deeper understanding of SVG and the DOM, it is incredibly flexible and can be used to create virtually any type of visualization.

To see how Recharts compares with Chart.js and D3, check out the comparison: Comparing chart.js vs d3 vs recharts.

Similar Npm Packages to victory

victory is a popular data visualization library for React applications. It provides a set of modular components that allow developers to create a wide range of interactive and customizable charts and visualizations. With its focus on simplicity and flexibility, Victory makes it easy to integrate beautiful visual representations of data into your React projects. While Victory is a robust choice for data visualization, there are several alternatives worth considering:

  • chart.js is a well-known JavaScript library for creating charts and graphs. It is highly versatile and can be used with various frameworks, including React. Chart.js offers a simple API and supports a wide range of chart types, including line, bar, radar, and pie charts. If you are looking for a lightweight solution with a straightforward setup and a variety of chart options, Chart.js is an excellent choice.
  • react-vis is a React-specific library developed by Uber for building data visualizations. It provides a collection of React components for creating a variety of charts and graphs, with a focus on ease of use and integration with React applications. React-vis is particularly useful for developers who want to quickly create visualizations without getting bogged down by configuration details. Its simple API and built-in responsiveness make it a great option for many projects.
  • recharts is another React-based charting library that is built on top of D3.js. It emphasizes simplicity and composability, allowing developers to create complex visualizations using a declarative syntax. Recharts is designed to be easy to use and integrates seamlessly with React, making it a popular choice for developers looking to create responsive and interactive charts. If you prefer a library that leverages the power of D3 while maintaining a React-friendly approach, Recharts is worth considering.

To see how Victory compares with Chart.js, React-vis, and Recharts, check out the comparison: Comparing chart.js vs react-vis vs recharts vs victory.

Similar Npm Packages to react-simple-maps

react-simple-maps is a library designed for creating responsive and customizable maps in React applications. It simplifies the process of rendering SVG maps and provides an easy way to integrate geographical data into your projects. With features like zooming, panning, and tooltips, react-simple-maps is an excellent choice for developers looking to visualize geographical information without the complexity of more extensive mapping libraries. However, there are several alternatives available that also cater to data visualization needs. Here are a few noteworthy options:

  • react-vis is a data visualization library developed by Uber that provides a collection of React components for building various types of charts and visualizations. It offers a simple API and a wide range of chart types, including line charts, bar charts, scatter plots, and more. While react-vis does not specialize in maps, it can be used in conjunction with other libraries to create comprehensive data visualizations, making it a versatile choice for projects that require diverse charting capabilities.
  • recharts is another popular charting library for React that focuses on simplicity and performance. Built on top of D3.js, recharts provides a set of composable React components for building interactive charts. It is particularly well-suited for projects that need to display data in a visually appealing way, and while it does not provide dedicated mapping capabilities, it can be used alongside mapping libraries to create rich data visualizations that include geographical elements.
  • victory is a powerful data visualization library that offers a wide range of chart components for React applications. It is designed to be flexible and customizable, allowing developers to create complex visualizations with ease. Like recharts, victory does not focus on maps specifically, but it provides a robust set of tools for creating various types of charts and can be integrated with mapping libraries to enhance data presentation.

To explore how react-simple-maps compares with react-vis, recharts, and victory, check out the comparison: Comparing react-simple-maps vs react-vis vs recharts vs victory.

Similar Npm Packages to react-vis

react-vis is a data visualization library for React applications developed by Uber. It provides a set of components that make it easy to create a variety of charts and visualizations, such as line charts, bar charts, scatter plots, and more. With a focus on simplicity and ease of use, react-vis allows developers to quickly integrate visual data representations into their applications. Its modular design enables users to customize and extend components as needed, making it a versatile choice for data visualization in React.

However, there are several alternatives to react-vis that also cater to the needs of developers looking to create visualizations in React:

  • recharts is a composable charting library built on React components. It is designed to be simple and easy to use while providing a wide range of chart types. recharts leverages D3.js under the hood but abstracts away much of the complexity, allowing developers to create responsive and interactive charts with minimal effort. Its declarative API makes it easy to integrate with existing React applications, and it is particularly well-suited for projects that require a straightforward approach to data visualization.
  • victory is another powerful data visualization library for React that provides a comprehensive set of components for creating a variety of charts and visualizations. It is designed with flexibility in mind, allowing developers to create complex visualizations while maintaining a clean and organized codebase. victory supports animations, theming, and a wide range of chart types, making it an excellent choice for applications that require detailed and customizable visual representations of data.

To see how react-vis compares with recharts and victory, check out the comparison: Comparing react-vis vs recharts vs victory.

README for recharts

Recharts

storybook Build Status Coverage Status npm version npm downloads MIT License

Introduction

Recharts is a Redefined chart library built with React and D3.

The main purpose of this library is to help you to write charts in React applications without any pain. Main principles of Recharts are:

  1. Simply deploy with React components.
  2. Native SVG support, lightweight depending only on some D3 submodules.
  3. Declarative components, components of charts are purely presentational.

Documentation at recharts.org and our storybook (WIP)

Please see the wiki for FAQ.

All development is done on the master branch. The current latest release and storybook documentation reflects what is on the release branch.

Examples

<LineChart width={400} height={400} data={data} margin={{ top: 5, right: 20, left: 10, bottom: 5 }}>
  <XAxis dataKey="name" />
  <Tooltip />
  <CartesianGrid stroke="#f5f5f5" />
  <Line type="monotone" dataKey="uv" stroke="#ff7300" yAxisId={0} />
  <Line type="monotone" dataKey="pv" stroke="#387908" yAxisId={1} />
</LineChart>

All the components of Recharts are clearly separated. The lineChart is composed of x axis, tooltip, grid, and line items, and each of them is an independent React Component. The clear separation and composition of components is one of the principle Recharts follows.

Installation

npm

NPM is the easiest and fastest way to get started using Recharts. It is also the recommended installation method when building single-page applications (SPAs). It pairs nicely with a CommonJS module bundler such as Webpack.

# latest stable
$ npm install recharts

umd

The UMD build is also available on unpkg.com:

<script src="https://unpkg.com/react/umd/react.production.min.js"></script>
<script src="https://unpkg.com/react-dom/umd/react-dom.production.min.js"></script>
<script src="https://unpkg.com/recharts/umd/Recharts.min.js"></script>

Then you can find the library on window.Recharts.

dev build

$ git clone https://github.com/recharts/recharts.git
$ cd recharts
$ npm install
$ npm run build

Demo

To examine the demos in your local build, execute:

$ npm run[-script] demo

and then browse to http://localhost:3000.

Storybook

We are in the process of unifying documentation and examples in storybook. To run it locally, execute

$ npm run[-script] storybook

and then browse to http://localhost:6006.

Releases

Releases are automated via GH Actions - when a new release is created in GH, CI will trigger that:

  1. Runs a build
  2. Runs tests
  3. Runs npm publish

Version increments and tagging are not automated at this time.

Release testing

Until we can automate more, it should be preferred to test as close to the results of npm publish as we possibly can. This ensures we don't publish unintended breaking changes. One way to do that is using yalc - npm i -g yalc.

  1. Make your changes in recharts
  2. yalc publish in recharts
  3. yalc add recharts in your test package (ex: in a vite or webpack reach app with recharts installed, imported, and your recent changes used)
  4. npm install
  5. Test a local run, a build, etc.

Module Formats

  • babel-plugin-recharts A simple transform to cherry-pick Recharts modules so you don’t have to. Note: this plugin is out of date and may not work with 2.x

Thanks

Chromatic

Thanks to Chromatic for providing the visual testing platform that helps us review UI changes and catch visual regressions.

License

MIT

Copyright (c) 2015-2023 Recharts Group.

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