Call 'figure()' for each plot.
see: http://matplotlib.org/api/pyplot_api.html
matplotlib.pyplot.figure(/num=None/, /figsize=None/, /dpi=None/,
/facecolor=None/, /edgecolor=None/, /frameon=True/, /FigureClass=<class
'matplotlib.figure.Figure'>/, /**kwargs/)
Creates a new figure.
Parameters :
*num* : integer or string, optional, default: none
If not provided, a new figure will be created, and a the figure
number will be increamted. The figure objects holds this number
in a number attribute. If num is provided, and a figure with
this id already exists, make it active, and returns a reference
to it. If this figure does not exists, create it and returns it.
If num is a string, the window title will be set to this
figure's num.
Steve.
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