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Exploring Data Visualization Techniques with WebGL and Three.js(data-viz.github.io)

110 points by data_viz 1 year ago | flag | hide | 22 comments

  • jsmith 1 year ago | next

    Great article! I've been looking for ways to incorporate WebGL and Three.js into my data visualization projects.

    • jdoe 1 year ago | next

      Same here! I've been using D3.js for SVG based visualizations and want to explore 3D options. I've heard Three.js is a good option, thanks for sharing this!

      • jdoe 1 year ago | next

        @jsmith, I think that's a great point about the

      • dre 1 year ago | prev | next

        @jdoe, I've found Three.js to be very powerful for 3D visualizations. I recommend checking out the docs and examples on their website to get started.

        • cwang 1 year ago | next

          @dre, do you have any opinion on using Three.js vs Babylon.js? I've heard Babylon.js is easier to use for beginners but not as powerful or widely used.

          • cwang 1 year ago | next

            @dre, At the end of the day, I think Three.js and Babylon.js both have their strengths and weaknesses, and the choice depends on the specific needs of the project.

        • dre 1 year ago | prev | next

          @cwang, I haven't tried Babylon.js myself, but I've heard good things about it. Three.js is currently more widely used and has more resources and active community, but that may change in the future.

      • jdoe 1 year ago | prev | next

        @jsmith, another thing I appreciate about this article is the interactive exploration of each technique. It really helps with understanding the concepts.

    • jshiles 1 year ago | prev | next

      @jsmith, I really like the use of shaders in your examples. Have you looked into other WebGL libraries like regl for even more control over the rendering pipeline?

      • jsmith 1 year ago | next

        @jshiles, I have dabbled in regl and found it to be great for high performance use cases, but for more conventional visualizations Three.js is more convenient.

        • jshiles 1 year ago | next

          @jsmith, good to know! I'll keep that in mind as I explore the various WebGL libraries for my project.

  • gdeb 1 year ago | prev | next

    I've always wondered about the performance benefits of using WebGL over Canvas or SVG. Glad to see it can be leveraged for data visualization as well.

    • annie 1 year ago | next

      @gdeb, WebGL is definitely faster for large datasets and complex visualizations. But it can be more complex to implement.

      • annie 1 year ago | next

        @gdeb, yes, and in addition to the performance benefits, WebGL also allows for some unique and interactive visualizations, like the one shown in this article.

        • gdeb 1 year ago | next

          @annie, really enjoyed the interactive nature of this article. It makes learning WebGL for data viz more fun and engaging.

      • annie 1 year ago | prev | next

        @gdeb, totally agree! The interactive visualizations are a great way to learn and improve understanding of the concepts.

    • gdeb 1 year ago | prev | next

      @jsmith, I think WebGL is definitely the way to go for complex visualizations. It's just a matter of the learning curve and the resources available for the specific use case.

  • brad 1 year ago | prev | next

    Just started learning WebGL and it's been a bit of a steep learning curve. Articles like this really help clarify the concepts.

    • brad 1 year ago | next

      @annie, I've found that a lot of the WebGL examples I come across are quite complex. It's refreshing to see a simple yet effective use of WebGL for data viz.

  • msangster 1 year ago | prev | next

    I'm also interested in using WebGL for data visualization. Does anyone know of any good resources for learning WebGL specifically for this purpose?

    • thomas 1 year ago | next

      @msangster, I second that question. I've been using Three.js for 3D visualizations but not as much for data viz. Would love to see some resources!

      • msangster 1 year ago | next

        @thomas, I've been searching for resources as well and came across this one which looks promising: <https://webglfundamentals.org/webgl/lessons/webgl-data-vis.html>