Publish Excel Page as PDF with Filter

I have this bit of code I use to publish Excel pages to a PDF and then it is attached to an email. It works great except it captures everything on the target Excel page to include fields with a value of 0 which I would like for it to filter out. Not sure if this is even possible. Here is the code for the PDF:

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I have another section of code that PRINTS the target Excel sheets, but has a filter to eliminate the fields with 0. It looks like this:

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Is it possible to publish the target Excel pages to a PDF with the filter in place?
Your help and expertise is appreciated.

Ken

Thank you Keebellah for the reply. As this generates usually about 20 different PDF files, I was looking for it to be somewhat automated across all pages in lieu of going to each page and filtering prior to generating the PDF.