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You can read the original post in its original format on Rtask website by ThinkR here: My first attempt at porting a Shiny app failed, and not for a technical reason Diary of a rewrite, episode 2 of 4. Translating your code line by line is the surest way to get it all wrong… In the previous episode we told the story of why we cancelled our own stack decision halfway through, and why we went back to R. If you have not read it, no worries: this one stands on This post is better presented on its original ThinkR website here: My first attempt at porting a Shiny app failed, and not for a technical reason