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

Data visualization libraries provide tools to create interactive and visually appealing representations of data. They are essential for making complex data understandable and accessible to users. Each library offers unique features and capabilities, catering to different needs in terms of customization, ease of use, and integration with React. Choosing the right library can significantly impact the development process and the final user experience.

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recharts9,805,03924,9874.64 MB4458 days agoMIT
chart.js4,458,15965,6804.95 MB4772 months agoMIT
victory284,97611,1242.28 MB943 months agoMIT
react-vis84,3648,7562.18 MB3422 years agoMIT
Feature Comparison: recharts vs chart.js vs victory vs react-vis

Customization

  • recharts:

    Recharts is designed with composability in mind, allowing developers to create complex charts by combining simple components. This makes it easy to customize individual parts of a chart while maintaining a clean and manageable codebase.

  • chart.js:

    Chart.js offers a range of customization options through configuration objects, allowing you to modify colors, scales, and tooltips easily. However, it may require additional effort for advanced customizations beyond the basic settings.

  • victory:

    Victory offers a high degree of customization through its modular components, enabling developers to create intricate visualizations. You can customize everything from the data points to the axes and legends, making it a powerful choice for detailed visual representation.

  • react-vis:

    React-Vis provides a flexible API that allows for extensive customization of visual elements. You can easily override default styles and behaviors, making it suitable for applications that need tailored visualizations.

Ease of Use

  • recharts:

    Recharts is also user-friendly, particularly for those familiar with React. Its composable nature allows developers to build charts with minimal boilerplate code, making it accessible for quick implementations.

  • chart.js:

    Chart.js is known for its simplicity and ease of use. It has a straightforward API that allows developers to create charts quickly with minimal setup, making it an excellent choice for beginners.

  • victory:

    Victory has a steeper learning curve compared to others due to its extensive customization options. While it offers powerful features, developers may need to invest more time to fully understand its API and capabilities.

  • react-vis:

    React-Vis is designed specifically for React, making it easy to integrate into React applications. Its API is intuitive, and it provides a good balance between ease of use and customization options, suitable for both beginners and experienced developers.

Performance

  • recharts:

    Recharts is built with performance in mind, leveraging React's virtual DOM for efficient rendering. It handles large datasets well, making it suitable for applications that require responsive charts with dynamic data updates.

  • chart.js:

    Chart.js is lightweight and performs well for standard use cases. However, it may struggle with rendering large datasets or complex animations, which can impact performance in data-intensive applications.

  • victory:

    Victory is designed for performance, especially with complex visualizations. It efficiently manages rendering and updates, but developers should be mindful of performance when dealing with extensive datasets or intricate charts.

  • react-vis:

    React-Vis is optimized for performance in React applications, but its performance can vary depending on the complexity of the visualizations and the amount of data being rendered. It is generally efficient for most use cases.

Community and Support

  • recharts:

    Recharts has a growing community and good documentation, making it easier to find help and examples. Its popularity among React developers contributes to a wealth of shared knowledge and resources.

  • chart.js:

    Chart.js has a large community and extensive documentation, making it easy to find resources, examples, and support. It is widely used, which contributes to its reliability and ongoing development.

  • victory:

    Victory has a strong community and comprehensive documentation. It is actively maintained, and the community provides various resources, tutorials, and examples to assist developers in using the library effectively.

  • react-vis:

    React-Vis has a supportive community, but it is less popular than some other libraries. Documentation is available, but the community size may limit the availability of third-party resources and examples.

Integration with React

  • recharts:

    Recharts is designed for React, providing a smooth integration experience. It utilizes React's component architecture, allowing for straightforward usage and state management within React applications.

  • chart.js:

    Chart.js can be integrated with React, but it requires additional wrappers or components to manage the lifecycle and state effectively. This may add complexity to the implementation.

  • victory:

    Victory is also built for React, offering a robust integration experience. Its modular components fit well within the React ecosystem, making it easy to incorporate into existing applications.

  • react-vis:

    React-Vis is built specifically for React, ensuring seamless integration and a natural development experience. It leverages React's component model, making it easy to use alongside other React components.

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

    Choose Recharts if you prefer a library built specifically for React that emphasizes composability and simplicity. It is great for creating responsive charts with a focus on performance and ease of integration into React applications.

  • chart.js:

    Choose Chart.js if you need a simple, lightweight library that provides a variety of chart types with minimal configuration. It's ideal for quick implementations and straightforward visualizations without extensive customization requirements.

  • victory:

    Choose Victory if you need a highly customizable and modular library that supports complex data visualizations. It's ideal for applications that require detailed control over the appearance and behavior of charts, and it provides a rich set of components for building interactive visualizations.

  • react-vis:

    Choose React-Vis if you want a library that integrates seamlessly with React and offers a wide range of customizable components. It's suitable for projects that require more complex visualizations and interactivity, while still being easy to use.

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 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-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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