Problem publishing a RMarkdown interactive shiny document

Hi, I've been having problems trying to publish my interactive shiny RMarkdown document.

Here's the YAML:

The document is called sampling_distribution_1.Rmd.

When I hit publish I get this option box:

and I hit Publish.

It runs for a while, and then I get this error message:

I used to send shiny apps to my shinyapps.io account. I haven't used that in a while, and have been recently publishing to bookdown. I'm not quite sure whether I am publishing this interactive RMarkdown document in the right way. I'm not actually too bothered where it gets published, so if there is somewhere else I could put it - that's fine. I basically just want it to be somewhere so my students can go interact with it in the browser.

Thanks for any help.

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