recharts vs chart.js vs react-chartjs-2 vs react-vis
Data Visualization Libraries for React Comparison
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What's Data Visualization Libraries for React?

Data visualization libraries are essential tools for developers to create interactive and visually appealing charts and graphs in web applications. These libraries provide pre-built components and functionalities that simplify the process of rendering complex data in a user-friendly format. By utilizing these libraries, developers can enhance the user experience, making data insights more accessible and understandable. Each library has its unique features, design philosophies, and integration capabilities, catering to different project requirements and developer preferences.

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recharts7,991,77125,3604.65 MB45416 hours agoMIT
chart.js4,865,08966,0976.17 MB4817 days agoMIT
react-chartjs-21,849,1446,80555.9 kB1036 months agoMIT
react-vis63,6598,7602.18 MB3432 years agoMIT
Feature Comparison: recharts vs chart.js vs react-chartjs-2 vs react-vis

Ease of Use

  • recharts:

    Recharts is designed with a focus on simplicity and composability. Its declarative syntax allows developers to create charts by nesting components, making it straightforward to customize and extend. The library is particularly friendly for those familiar with React, as it follows React's conventions closely.

  • chart.js:

    Chart.js is known for its simplicity and ease of use. With a straightforward API, developers can quickly create charts with minimal configuration. It supports a variety of chart types, making it a great choice for those who need quick visualizations without a steep learning curve.

  • react-chartjs-2:

    react-chartjs-2 enhances the ease of use of Chart.js by providing React components that handle the integration seamlessly. It allows developers to utilize Chart.js features while adhering to React's component lifecycle, making it intuitive for React developers to implement charts without extensive boilerplate code.

  • react-vis:

    react-vis offers a user-friendly API that is easy to grasp for React developers. Its components are designed to be composable, allowing developers to build complex visualizations with minimal effort. The library's documentation is also beginner-friendly, making it accessible for those new to data visualization.

Customization

  • recharts:

    Recharts allows for significant customization through its component-based architecture. Developers can easily modify styles, add custom tooltips, and create responsive designs. Its composable nature enables the creation of unique chart types tailored to specific data visualization needs.

  • chart.js:

    Chart.js provides extensive customization options, allowing developers to tweak almost every aspect of the charts, including colors, scales, tooltips, and animations. This level of customization makes it suitable for projects that require a unique look and feel for their visualizations.

  • react-chartjs-2:

    With react-chartjs-2, developers can leverage the full customization capabilities of Chart.js while benefiting from React's state management. This means that any changes in the React component state can directly affect the chart's appearance, providing dynamic and interactive visualizations.

  • react-vis:

    react-vis offers a range of customization options, including styles, colors, and layouts. It is particularly strong in creating complex visualizations that require detailed customization, making it ideal for data-driven applications where presentation is key.

Performance

  • recharts:

    Recharts is built on D3.js and is optimized for performance with a focus on rendering efficiency. It handles large datasets well, but developers should be cautious about the number of components rendered, as excessive nesting can impact performance.

  • chart.js:

    Chart.js is optimized for performance and can handle a moderate amount of data without significant lag. However, for extremely large datasets, performance may degrade, and developers need to implement strategies like data aggregation or limiting the number of displayed data points.

  • react-chartjs-2:

    Since react-chartjs-2 is a wrapper around Chart.js, it inherits its performance characteristics. It performs well for most use cases, but developers should be mindful of React's rendering behavior to avoid unnecessary re-renders that could impact performance when dealing with large datasets.

  • react-vis:

    react-vis is designed to handle a variety of data sizes efficiently. It uses virtualization techniques to render only the visible parts of the visualization, which helps maintain performance even with larger datasets. However, complex visualizations may still require optimization efforts.

Community and Support

  • recharts:

    Recharts has a growing community and is well-documented, making it easy for developers to get started. The library's design encourages contributions, and many developers share their custom components and enhancements, fostering a collaborative environment.

  • chart.js:

    Chart.js has a large and active community, providing extensive documentation, examples, and third-party plugins. This community support makes it easier for developers to find solutions to common issues and share their customizations with others.

  • react-chartjs-2:

    Being a popular wrapper for Chart.js, react-chartjs-2 benefits from the same community support and resources. Developers can find numerous tutorials, examples, and discussions that help in troubleshooting and optimizing their chart implementations.

  • react-vis:

    react-vis has a supportive community, although it may not be as large as Chart.js or Recharts. The documentation is comprehensive, and there are resources available for common use cases, but developers may find fewer third-party extensions compared to more established libraries.

How to Choose: recharts vs chart.js vs react-chartjs-2 vs react-vis
  • recharts:

    Choose Recharts if you prefer a composable and declarative approach to building charts in React. It is built on top of D3.js and provides a set of React components that make it easy to create responsive and customizable charts, particularly for projects that require a clean and modern design.

  • chart.js:

    Choose Chart.js if you need a lightweight and versatile charting library that is easy to use and integrates well with various frameworks. It is suitable for projects that require a wide range of chart types and customization options without heavy dependencies.

  • react-chartjs-2:

    Opt for react-chartjs-2 if you are working specifically with React and want to leverage the power of Chart.js with a React-friendly wrapper. It simplifies the integration of Chart.js into React applications, making it easier to manage state and lifecycle methods while maintaining the flexibility of Chart.js.

  • react-vis:

    Select react-vis if you are looking for a library that is designed specifically for React applications and offers a wide variety of visualization options. It is particularly useful for creating complex visualizations and is built with a focus on data-driven design, making it a great choice for data-heavy applications.

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 chart.js

chart.js is a popular open-source JavaScript library for creating interactive and visually appealing charts in web applications. It provides a simple and flexible API for developers to create various types of charts, including line, bar, radar, doughnut, and more. With its responsive design and extensive customization options, chart.js is widely used in data visualization projects across different industries. However, there are several alternatives available that also offer robust charting capabilities. Here are a few notable ones:

  • apexcharts is a modern charting library that provides a wide range of chart types and features. It is designed to be easy to use and highly customizable, making it suitable for both simple and complex data visualization needs. ApexCharts supports dynamic updates, responsive layouts, and interactive features such as tooltips and zooming. If you are looking for a library that combines ease of use with powerful features, ApexCharts is an excellent choice.

  • echarts is a comprehensive charting library developed by Baidu. It is known for its rich features and ability to handle large datasets efficiently. ECharts supports a variety of chart types and offers advanced features such as data visualization, animations, and interactive capabilities. It is particularly well-suited for applications that require complex visualizations and real-time data updates. If your project demands high performance and extensive customization options, ECharts is worth considering.

  • recharts is a composable charting library built on React components. It is designed to be simple and easy to use, making it a great choice for React developers who want to integrate charts into their applications seamlessly. Recharts provides a variety of chart types and allows for easy customization through props. If you are working within the React ecosystem and prefer a library that leverages React's component-based architecture, Recharts is a solid option.

To explore how chart.js compares with apexcharts, echarts, and recharts, check out the comparison: Comparing apexcharts vs chart.js vs echarts vs recharts.

Similar Npm Packages to react-chartjs-2

react-chartjs-2 is a popular React wrapper for Chart.js, a powerful JavaScript library for creating interactive and responsive charts. This package allows developers to easily integrate Chart.js into their React applications while leveraging the benefits of React's component-based architecture. With react-chartjs-2, you can create a wide variety of charts, including line, bar, radar, and pie charts, with minimal setup and configuration. It provides a straightforward API that makes it easy to customize and manage chart data and options.

While react-chartjs-2 is a solid choice for charting in React, there are several alternatives available that cater to different needs and preferences:

  • chart.js is the core library behind react-chartjs-2. It is a versatile and powerful charting library that can be used independently of React. Developers who prefer to work directly with Chart.js can take advantage of its extensive features and customization options. However, using Chart.js directly may require additional effort to integrate with React's lifecycle and state management.

  • react-vis is a React-specific library developed by Uber that provides a set of components for building data visualizations. It offers a variety of chart types and is designed to be easy to use and customize. react-vis focuses on providing a consistent API and a set of well-designed components, making it a great choice for developers who want to create visually appealing charts with minimal effort.

  • recharts is another React-specific charting library that is built on top of D3.js. It emphasizes simplicity and composability, allowing developers to create complex charts by combining simple components. recharts is particularly well-suited for applications that require responsive and customizable charts, and it provides a straightforward API that integrates seamlessly with React.

To explore how react-chartjs-2 compares with chart.js, react-vis, and recharts, check out the comparison: Comparing chart.js vs react-chartjs-2 vs react-vis vs recharts.

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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