I'm trying to plot 6 plots onto A4 papersize dimensions as 3x2 images.
While I've got the plots, the y axis scale is puzzling me.  The data
is index ticker data(it doesn't go negative at all) but the scale goes
from -1000 to max index for the 2nd to 6th plot.

I had to use something like

ax3.axis([x[1], x[-1], 0.8 * y_min, 1.1 * y_max]) to fix it.

You can see the difference in the 2nd plot versus the rest.

The code is here

http://pastebin.com/mhUHSpLe

and the image here

http://imgur.com/frNjth3


 sivaram

p.s this is my first try using matplotlib
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