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That's great... I am not a programmer though so I am clueless about what to do with the script.

No need, I have a web UI for it here, free registration :)

https://www.chrisg.com/dashboard/tools/youtube-transcript/

Aha. Thank you very much!

I shall need to bookmark that for when I am ready!