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Best React charting libraries to power data visualization

Aryan Raj
~ 7 min read | Published on May 28, 2024


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Data is pervasive in today's digital world and is becoming more and more significant in both our personal and professional lives. Every day, we gather, examine, and transmit data. We have witnessed the power of visually appealing data.

Charts offer a potent means of representing complex information in a way that is both aesthetically pleasant and useful, even though data in its raw form might not be the most visually appealing. Charts are especially helpful for web applications, where it's essential to visually engage users and convey key insights by presenting data in an eye-catching manner.

React is a popular JavaScript library for building web applications, and there are many React chart libraries available that can help developers create powerful data visualizations quickly and easily. In this article, we'll cover the best React chart libraries and discuss their key features, advantages, and use cases.Whether you're building a dashboard, reporting tool, or data-heavy web application, this article will help you select the right library for your needs. But first let’s understand a bit about more React Charting Libraries.

What are React Chart Libraries?

Software tools called chart libraries make it easier to create charts and other types of data visualisations. For smaller projects, creating charts from scratch is feasible, but for larger projects including the display of multiple data types, it could be more advantageous to use a chart library.

With today's React environment, you can create dynamic, responsive, and even animated charts using a variety of chart frameworks. Developers can also customise charts with these libraries.

We took into account a number of variables, such as the best React chart libraries' features, community acceptance, documentation quality, and customizability. We will concentrate on the most widely used React chart libraries, despite the fact that there are many of them.

In the end, the needs of your project, the degree of customisation required, and the developer's expertise with the library will determine which chart library is best for you. Based on these variables, you can compare various React chart libraries and choose the one that best suits your requirements.

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1. Recharts

Recharts is a reliable and robust charting library that offers a flexible and reusable way of building charts with React components. Its compatibility with React's component principle and D3's data visualization capabilities make it a popular choice for data visualization projects.


Recharts is a popular React Charting Library with a variety of capabilities, some of which are as follows:

  • compatibility with the React component approach, which enables users to employ reusable React components to create charts.
  • made with D3, a well-liked data visualisation tool that offers a wide range of chart-making skills.
  • offers beautiful charts right out of the box that are easily customisable by adding new charts or changing the settings of the existing ones.
  • Does not support Canvas or mobile devices; only supports SVGs.
  • Although they don't have a wrapper component, charts can be made responsive by default.
  • The library has excellent, easily understood documentation that makes it straightforward for developers to get started with it.
  • Its easy integration into projects is facilitated by options for CDN and npm installation.


Recharts is a charting framework created with React and based on D3 that allows developers to create configurable and interactive charts and graphs for online apps.


Recharts is backed by a large, active, and skilled community of developers who contribute to resources and help maintain the library.

2. react-chartjs-2

React-chartjs-2 is a robust and popular framework that allows developers to generate charts using the familiar Chart.js library and gives various customisation options. Its animation capability and flexible charts make it a good choice for data visualisation applications.


React-chartjs-2 is a popular React wrapper library for the JavaScript Chart.js library. It offers several features, including:

  • Developers that have previously used Chart.js in React will find it easier if they are familiar with the library.
  • It mostly draws client-side rendering support for Canvas alone.
  • possesses more than 5.7K stars on GitHub, a sign of its popularity among programmers.
  • The majority of its charts are responsive by default, and it supports animation.
  • includes pre-built elements for a variety of chart types with the ability to alter them.npm or yarn can be used for installation.


Although react-chartjs-2 does not have comprehensive documentation of its own, its website showcases the different chart types and how to get started with them. The Chart.js library, on the other hand, has detailed and easy-to-understand documentation.


React-chartjs-2 performs well across all modern browsers and has a large community of users and maintainers, making it a reliable choice for building charts in React.

3. Victory

Victory is developed with React and D3, which gives developers a wide range of customization options. Its thorough documentation and responsive charts make it an excellent choice for both new and seasoned developers. Victory can also be used to create both online and mobile applications because it has a React Native version that uses the same API.


Victory is a React-based chart library and comes with a lot of features, that broadly includes:

  • an excellent selection of completely customisable charts right out of the box.
  • It works with SVG and has excellent animations that may be further altered.
  • Features adaptable charts that function well on a range of screen sizes.
  • has over 10,000 ratings on GitHub and is run by Formidable Labs.
  • npm or yarn can be used for installation.


Victory has a detailed documentation that makes the library beginner-friendly and easy to use.


It is a robust and highly customizable library with a large community of users and maintainers.

4. Nivo

Nivo is a React Chart Library that uses React and D3 to offer a range of chart types and designs for users to choose from.


Here are some key features of Nivo:

  • It is compatible with HTML, Canvas, SVG charts, and animations as well.
  • Since many of Nivo's charts are responsive by default, they often display nicely on a range of screen widths.
  • Nivo handles transitions and motion with React Motion.
  • You can use yarn or npm to install Nivo.
  • Nivo provides an extensive selection of exquisite charts that are easily customisable.


It features a lovely website with extensive documentation that makes it simple to get started with.


Nivo had over 11K GitHub stars at the time of writing this blog and is supported by an active community and maintainers.

5. React-Vis

React-Vis is a React charting library created by Uber, built with React and D3, it is one of the easiest React charting libraries to get started with.


Here are some key features of React-Vis:

  • It offers easy-to-use components that work similarly to React components, with props, children, and callbacks.
  • It supports animated charts powered by React Motion and has drawing support for both Canvas and SVG.
  • React-Vis has 1K+ GitHub stars and 1.2M+ npm downloads and is backed by Uber.
  • React-Vis provides various types of charts, including line, bar, and pie, that are customizable and attractive out of the box.


The library has easy-to-understand documentation, making it accessible even for those without extensive knowledge of data visualization libraries.


React-vis, another popular React data visualisation toolkit, also has a thriving community that actively contributes to its development, offers support to fellow developers, and shares their experiences, ideas, and best practises for generating appealing visualisations.

6. BizCharts

BizCharts is a data visualization library created by Alibaba, built on top of the G2 library by AntV.


Some‎ of its important features are as follows:

  • It supports ‎SVG and Canvas and has a large selection of customization ‎options and‎ themes.
  • ‎‎‎BizCharts is built to work‎ with both React and Vue, making it a versatile‎ alternative for developers working with various frameworks.‎‎‎
  • ‎‎‎‎The library supports a variety ‎of data formats, including‎ JSON, CSV, and Excel, making it simple to integrate with a variety of data sources‎‎‎‎v.
  • It i‎s built on D3 and le‎verages React component syntax.
  • BizCharts is supported by A‎libaba and has 6K+ GitHub stars ‎and 23K+ npm downloads.‎


The official documentation for Bizcharts offers a pretty detailed and comprehensive guide, to help developers get started with the library. It includes installation instructions, API references, and various examples of chart types.


BizCharts, the open-source charting library, was proactively built for React. It is based on G2Plot, which is a powerful charting engine developed by AntV. BizCharts has a very active and growing community of developers, who contribute to its development and maintenance, provide support, build new features, and volunteer to fix bugs.

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7. Visx

Visx is a data visualization library developed by Airbnb that is built on top of D3 and supports both SVG and Canvas.


Here are some of its key features:

  • The library offers a wide range of chart types and has a minimalistic design that is aesthetically pleasing.
  • The library prioritizes performance and keeps bundle size small, making it a great choice for large-scale projects.
  • Visx is designed to work well with CSS-in-JS libraries like styled-components and emotion.
  • It uses React component syntax and has 16K+ GitHub stars and 295K+ npm downloads.
  • The library is backed by Airbnb, which provides additional credibility and support for ongoing development and maintenance.
  • Visx provides a highly customizable API that allows developers to create their own charting libraries on top of it.
  • Visx also offers a range of helpful utilities and components, including scales, axes, legends, and tooltips, which can be used to enhance the functionality and usability of your visualizations.


Visx is a strong library for creating visualisations in React, and its documentation gives detailed instruction on its capabilities and usage, making it easy for developers to construct spectacular and interactive data visualisations.


Visx is a dedicated and thriving community of data visualisation enthusiasts and developers who contribute to its evolution and provide vital help, resources, and comments via forums, GitHub, and social media platforms.

8. ECharts

ECharts is an open-source charting library built by Apache.


Here are some of its key features:

  • It supports SVG and Canvas and is built on ZRender, a lightweight Canvas library.
  • ECharts provides a wide range of chart kinds, including unusual ones such as Sankey diagrams, graphs, and heatmaps.
  • It has over 200 data visualisation kinds and a plethora of customization options.ECharts is responsive by default and supports themes and addons.
  • The library features excellent animations and aesthetics, making it an excellent choice for developers looking to create beautiful, informative charts with detailed data visualisations.
  • It supports both light and dark themes, making it adaptable to a variety of scenarios.
  • ECharts employs the Vanilla JavaScript syntax.
  • It has over 54K GitHub stars and over 458K npm downloads.


ECharts definitely provides comprehensive and much-organized documentation, making it much easier for developers to learn and, implement its powerful data visualization capabilities.


ECharts has a large community of users and is backed by Apache.

9. ApexCharts

ApexCharts is a modern Charting Library built on top of D3, designed for building interactive and responsive visualizations in web applications. It offers a wide range of chart types and customization options, supports real-time updates, animations, and interactive features, and integrates well with modern web frameworks like React, Angular, and Vue.


Here are some key features:

  • ApexCharts is a charting library for producing interactive and responsive visualisations in web applications.
  • It supports a wide range of chart types, including area, bar, column, line, heatmaps, radial charts, and treemaps.
  • The library is built on top of D3, providing high performance and versatility.
  • It offers real-time updates, animations, and interactive features such as zooming, panning, and selection.
  • ApexCharts boasts over 26k stars on GitHub, which makes it a popular choice among developers.
  • ApexCharts is backed by FusionCharts, a business that specialises in developing data visualisation tools.


ApexCharts, provides helpful documentation and, contains a lot of examples to aid the developers get started quickly.


The ApexCharts community, having over 26k stars on GitHub is active, supportive, and, is constantly pushing the boundaries of what's possible, with interactive data visualization.

Other React Charting libraries:

10. React-time-series Charts

The React time series chart is a charting library designed for React that specializes in displaying time series components. Its modular components are tailored to visualize network traffic data and time series data.

11. React Stockcharts

React Stockcharts is a Charting Library built for React that provides a wide range of templates for stock charts, that come great flexibility. It features an impressive collection of over 60 technical indicators and overlays, making it a great fit for displaying financial data.

12. Rumble-charts

Rumble-charts is a React chart package that visualises data with D3.js. Its designers describe it as a collection of React components that enable the building of versatile and composable charts.

13. C3.js

C3.js is a data visualisation library for JavaScript that can also be used with React. It is built on D3.js and its major goal is to assist the seamless integration of charts in web applications. With C3.js, developers can build reusable charts and edit them even after they have been presented on the screen.

14. Canvas.js

CanvasJS, a user-friendly charting library, that boasts of utilizing HTML5 and Javascript to produce charts. It is compatible with widely-used technologies and frameworks such as React, Angular, and jQuery, as well as server-side technologies like PHP.

15. Chartist.js

Chartist.js is a versatile data visualization library that provides a straightforward and flexible approach to creating various types of charts. It supports common chart types such as line charts, donut charts, and bar charts, as well as more advanced options such as animated and responsive charts. Moreover, Chartist.js is highly customizable to cater to different requirements.

16. Cubism.js

Cubism.js is a plugin for D3.js that focuses on visualizing time series data. Its scaling is designed to enhance perception, with small multiples aligned by time, allowing for easy and quick comparisons.

Frequently Asked Questions about React Charting Libraries

Q1. What factors should be considered while choosing a React charting library?

The choice of React Charting Library depends on individual factors unique to everyone's needs. Factors such as coding ability, willingness to design charts, access to pre-existing libraries, integrations, among others. It is recommended to compare different React apps to make the most appropriate selection.

Q2. Which React Chart Library is most commonly used?

Recharts is one of the most commonly used React chart libraries, followed by react-chartjs-2, Victory, nivo, and visx. These libraries serve as the foundation for creating graphs and charts in React-based web applications.

Q3. What is a chart in React?

A chart in React is a component that helps in rendering standard data visualizations based on an array of series and/or datums. These charts can be in the form of line charts, bar charts, area charts, heat maps, scatterplots, contour plots, hexagon heatmaps, pie and donut charts, sunbursts, radar charts, parallel coordinates, and treemaps.

Q4. How do you implement a chart in React?

For implementing a chart in a React application, you will first need a suitable chart library that matches with your project's requirements. Once that is selected, you can complete the installation via npm or yarn, import the necessary components, and then pass data as props to the chart components and configure any necessary options to customize the chart's appearance and functionalities. Finally, you can can render the chart components in the application, and the chart will surely display with the data you provided.

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W‎‎hen it comes to choosing a chart library for your React project, it's important to k‎‎eep in mind that each library was created with a specific goal in mind. That's why it's important to compare the features of different libra‎‎‎ries before deciding which one to go for.

Consider the scale of your project when making a decision. So‎‎me chart libraries may be more suitable for smaller pr‎‎‎ojects with less complex data, while others may offer more advanced features that are better suited for large and more complex projects.

Now that you know which React Charting Libraries are the best, feel free to shortlist a few and check them out. You can even test them before taking the final call.

Once you have set up your charts, you can use React Testing Libraries to simulate user interactions on these charts and ensure that they are working fine.

Time to make your data look good.

Happy Coding!

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