best data visualization tools for beginners 2017

What kind of customization of the look and feel do you need? Using React? Going with a React-specific library might be the better option than using wrappers. Make sure your data viz library will go well with it. What’s the browser support for a given library?Ĭheck your browser market share to figure this out. Some libraries are better at responsiveness, while a few others have their own React Native versions like Victory. Is the app used for Web, mobile, or both?

Although you could make them work with large data sets with the help of some data aggregation algorithms, smart memory management, and other fancy tricks, going with Canvas-based tools for large datasets is the more reliable option here. This also means that they offer a lot more flexibility by allowing direct access. Libraries based on SVG are usually better for smaller to medium datasets, as each element is a unique node and exists in the DOM tree. Make sure you know which ones you need first. Some libraries support only a handful of types. To understand which data visualization library would work best for your projects, there are a number of factors to consider: What kind of charts do I want to build? Pie charts, maps, lines, bars? We picked nineteen Javascript graph visualization libraries that are currently the most popular or interesting for building digital products and started a little study to see which one would work best for our projects. How to Choose the Right JavaScript Data Visualization Libraryįor our internal purposes, we needed to better understand when to use them and why. As JavaScript continues to gain popularity in the data visualization realm, the market is flushed with even new libraries with which to create beautiful charts for the Web. Especially since the two often go in pairs. Therefore, choosing the right tools can in some cases be the difference between making it and breaking it.įor a JS developer, the ability to visualize data is just as valuable as making interactive Web pages. Companies build strategies around the charts, numbers, and tables they’re presented with, and often use them to choose whether to pursue business opportunities.

Visualizing data inside those apps and presenting them to end-users is a great responsibility. Even if the app is not exactly business-oriented, you’d probably need data for the admin panel, the dashboard, performance tracking, and similar analytics features that users love so much.īest JavaScript Data Graph Visualization Libraries 2022: To what extent does your app rely on data? It probably does in some way.

Best data visualization tools for beginners 2017