recharts vs react-chartjs-2 vs echarts-for-react
React Charting Libraries Comparison
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What's React Charting Libraries?

React charting libraries provide developers with tools to visualize data in a graphical format, enhancing user experience and data interpretation. Each library offers unique features, customization options, and performance characteristics, making them suitable for different use cases in data visualization. Choosing the right library can significantly impact the development process and the final output, depending on the complexity of the data and the desired interactivity.

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recharts7,186,12025,2174.64 MB453a month agoMIT
react-chartjs-21,813,9766,78855.9 kB1035 months agoMIT
echarts-for-react320,6134,743-604 years agoMIT
Feature Comparison: recharts vs react-chartjs-2 vs echarts-for-react

Customization

  • recharts:

    Recharts is built with a focus on simplicity and composability, allowing developers to create custom charts using React components. It provides a straightforward API for customization, making it easy to adjust styles and behaviors without extensive configuration.

  • react-chartjs-2:

    React Chart.js 2 offers a moderate level of customization, allowing users to modify chart properties such as colors, labels, and tooltips. While it supports various chart types, it may not be as flexible as ECharts for more complex visualizations.

  • echarts-for-react:

    ECharts for React provides extensive customization options, allowing developers to define almost every aspect of the charts, including colors, tooltips, animations, and interactions. It supports a wide range of chart types and complex visualizations, making it suitable for advanced data representation.

Performance

  • recharts:

    Recharts is built on top of D3.js and leverages SVG for rendering. While it performs well for moderate datasets, performance may degrade with very large datasets due to the overhead of SVG elements.

  • react-chartjs-2:

    Chart.js is generally performant for standard charting needs, but may struggle with very large datasets or highly interactive charts. It uses the HTML5 canvas for rendering, which can be less performant than SVG for certain use cases.

  • echarts-for-react:

    ECharts is optimized for handling large datasets and complex visualizations efficiently. It employs techniques like lazy loading and canvas rendering, ensuring smooth performance even with intricate charts and numerous data points.

Learning Curve

  • recharts:

    Recharts is designed to be intuitive for React developers, with a declarative API that aligns well with React's component-based architecture. This makes it easy to pick up and integrate into existing React applications.

  • react-chartjs-2:

    React Chart.js 2 is relatively easy to learn, especially for those familiar with Chart.js. Its API is straightforward, making it accessible for quick implementations and basic charting needs.

  • echarts-for-react:

    ECharts has a steeper learning curve due to its extensive features and options. Developers may need to invest time in understanding its API and configuration to fully leverage its capabilities.

Community and Support

  • recharts:

    Recharts has a growing community with good documentation and examples. While it may not be as widely used as Chart.js, it benefits from being tailored specifically for React, which helps in finding relevant support.

  • react-chartjs-2:

    Chart.js has a strong community and a wealth of resources available, including tutorials and examples. However, React Chart.js 2 may have less specific support compared to the core Chart.js library.

  • echarts-for-react:

    ECharts has a large community and extensive documentation, providing ample resources for troubleshooting and learning. The library is actively maintained, ensuring ongoing support and updates.

Integration

  • recharts:

    Recharts is built specifically for React, ensuring a smooth integration experience. Its component-based approach allows for easy composition and reuse of chart elements within React applications.

  • react-chartjs-2:

    React Chart.js 2 is designed to work well within React applications, providing a simple way to incorporate charts and manage state. Its integration is straightforward, making it a popular choice for many developers.

  • echarts-for-react:

    ECharts for React integrates seamlessly with React applications, allowing for easy state management and reactivity. It can be used in conjunction with other libraries for enhanced functionality.

How to Choose: recharts vs react-chartjs-2 vs echarts-for-react
  • recharts:

    Select Recharts if you want a library that is specifically designed for React and focuses on composability and simplicity. It's great for building responsive charts with a declarative approach.

  • react-chartjs-2:

    Opt for React Chart.js 2 if you prefer a simple and straightforward library that integrates easily with React. It's suitable for basic charting needs and offers a good balance between simplicity and functionality.

  • echarts-for-react:

    Choose ECharts for React if you need a highly customizable and feature-rich charting library that supports complex visualizations and large datasets. It's ideal for applications requiring advanced chart types and interactivity.

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 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 echarts-for-react

echarts-for-react is a React wrapper for Apache ECharts, a powerful charting and visualization library. It allows developers to create interactive and visually appealing charts with ease in their React applications. With a wide range of chart types and customization options, echarts-for-react is suitable for building complex data visualizations that can handle large datasets efficiently. Its integration with React makes it easy to manage the chart's lifecycle and state, providing a seamless experience for developers.

While echarts-for-react is a robust option for data visualization, there are several alternatives available in the React ecosystem:

  • react-chartjs-2 is a popular React wrapper for Chart.js, a widely used charting library. It provides a simple and flexible way to create responsive charts in React applications. With support for various chart types, including line, bar, radar, and pie charts, react-chartjs-2 is an excellent choice for developers looking for an easy-to-use solution for basic to moderately complex data visualizations. Its lightweight nature and straightforward API make it a go-to option for many React developers.
  • recharts is another powerful charting library specifically designed for React. Built on top of D3.js, recharts focuses on providing a declarative approach to building charts. It offers a variety of chart types and is highly customizable, making it suitable for both simple and complex visualizations. recharts is particularly favored for its ease of use and integration with React's component-based architecture, allowing developers to create dynamic and interactive charts effortlessly.

To explore how echarts-for-react, react-chartjs-2, and recharts compare, check out the following link: Comparing echarts-for-react vs react-chartjs-2 vs recharts.

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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