Fixing python packages mis-installed by `sudo pip` / `sudo pip3`

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Python packages should not normally be installed with sudo pip, nor sudo pip3[1], but in the past I think I installed some with sudo, before I knew better.

What's the best way to now recover from this mistake?

Can I somehow find and uninstall these sudo installed packages, or is there a way to start all over?

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