Public bug reported:

Affected version 0.98.3-3ubuntu2 (I've just checked this one). The
window doe not open (show) and there are any errors (even using
--verbose-helpful option). In my case it was due to wrong backend in the
matplotlibrc file. Workaround is to edit matplotlibrc (sudo gedit
/etc/matplotlibrc) and change the backend walue from Agg to some other
(in my case 'backend      : GTK' worked fine).

** Affects: matplotlib (Ubuntu)
     Importance: Undecided
         Status: New

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Matplotlib does not open the window with the plot
https://bugs.launchpad.net/bugs/279232
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