Pandas/Numpy version issue - ValueError: numpy.ndarray size changed, may indicate binary incompatibility

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pandas and numpy seem to have version issues on my Debian Linux.

I tried using the apt install python3-numpy version, as well as using pip3 to install version 1.17.3 and 1.21.2. I also tried uninstalling the pip3 version before trying the apt version. All of them seemed to throw errors.

numpy itself can be imported but pandas complains about numpy when you try to import it. I also tried sudo apt install libatlas3-base.

In the end, I always get some error like

  File "pandas/_libs/interval.pyx", line 1, in init pandas._libs.interval
ValueError: numpy.ndarray size changed, may indicate binary incompatibility. 
  Expected 44 from C header, got 40 from PyObject

My pandas version is 1.3.2

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