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It's a (n unfortunately) general phenomenon. It happens because quarto can't know in general if your .ipynb file (or .qmd) has features that behave differently on different formats.

For example, some libraries generate completely different output depending on whether the output format is HTML or DocX or PDF.

If you want to avoid this, I recommend computing your results in a separate .ipynb and then using the {{< embed >}} shortcode with it explicitly.

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