Ehm...

Will pip/pip3 install as non-root uid library to system directory? Really?

What is the difference to download any piece of sw directly from github as non-root user?

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yes pip does non-root uid without root. they justify it as it's more open and reviewed. also that the user used sudo to install pip/python3 to begin with.

I'm not saying I agree with this, just answering your question