In /etc/ you have the 'matplotlibrc' file.
Open it with sudo in an editor of your choice.
In line 29 you can find the entry 'backend'.
Edit it to TKAgg.
That's it.

-- 
python: matplotlib window does not show graph in interactive mode
https://bugs.launchpad.net/bugs/220137
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