In today's digital age, data is ubiquitous and plays an increasingly important role in our personal and professional lives. We collect, analyze, and send data every day, and have seen the impact of well-presented data.
While data in its raw form may not be the most visually appealing, charts provide a powerful way to represent complex information in a way that is both informative and aesthetically pleasing. Charts are particularly useful for web applications, where displaying data in a visually engaging way is crucial to engage users and communicate important insights effectively.
Chart libraries are software tools that facilitate the creation of charts and other sorts of data visualizations. Although it is possible to construct charts from scratch for small projects, it may be more helpful to use a chart library for larger projects that include showing numerous types of data.
You can you construct dynamic, responsive, and even animated charts with various chart libraries available in today's React environment. These libraries also offer freedom to developers to customize charts.
To evaluate the top React chart libraries, we considered several factors, including their features, quality of documentation, community adoption, and customizability. Although there are many React chart libraries, we will be focusing on the most popular ones.
Ultimately, for you choosing the right chart library would depend on your project requirements, the level of customization needed, and the developer's familiarity with the library. You can compare different React chart libraries based on these factors, to select the one that best fits your needs.
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:
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.
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.
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.
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:
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.
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 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.
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:
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.
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:
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.
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:
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.
ECharts is an open-source charting library built by Apache.
Here are some of its key features:
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.
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, 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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.