In that they are a more visualization focused set of tools, with primarily point-and-click based UIs to build out charts and dashboards. PowerBI is less ‘coding’ based and more similar to Spotfire or Tableau. RMarkdown can generate static pages that scale better out of the box, but has less reactive capabilities. That being said, scaling for large amounts of users can be difficult if you’re not familiar with reactive programming paradigms. It’s all open source so you can publish or run it wherever with 0 licensing. Which means you have to know how to code. Visualize, edit, enter data, train a model, whatever floats your boat. Everything is a possibility because you can do whatever you want in code. All the way through for everything on the page.
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