Issue about using pip3 on macOS Catalina default shell zsh

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I have updated my MacOS to Catalina, and trying using zsh instead of bash.

However, when I wanna install some python libraries like numpy with pip3 install numpy, it shows error pip3: error: can't exec '/usr/local/bin/pip3' (errno=No such file or directory)

Could somebody help me fix this issue and tell me some guidance on using zsh on MacOS? Thanks in advance!

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