Long-time Ubuntu user here.

For years, I've read warnings about not installing one's personal stack of 
Python modules on top of the system Python.  It is possible to corrupt the OS, 
or so I've gathered.

Well, I've never heeded this advice, and so far nothing bad has happened to me. 
 I don't like Anaconda, or virtual environments in general.  I don't like 
heavyweight IDE's.  I like to be able to type "python3" at the command prompt 
and be sure what I'll be getting.  I have multiple user accounts on a system 
that I manage, and I want every user account to have access to the same modules.

Maybe the modules that I require are safe to install on the system Python, I'm 
not sure.  My must-haves are mostly scientific computing and data management 
modules: Numpy, Scipy, Scikit-learn, Matplotlib, Pandas, Biopython, and 
Tensorflow.  I also use PyQt5 from time to time.

Can anyone provide concrete examples of problems arising from installing 
modules on top of the system Python?  Am I courting disaster?

Thanks for your advice.
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