You may use annotate.

annotate("Test", xy=(0.5, 0.3), xycoords=("axes fraction", "data"), ha="center")

This requires v1.0 of matplotlib.

http://matplotlib.sourceforge.net/users/annotations_guide.html#using-complex-coordinate-with-annotation

Regards,

-JJ

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