Thanks guys! This is exactly what I was looking for. The axes_grid1 toolkit
works like a charm. I have attached a revised version of the example I had
before with a few minor modifications and some descriptive text at the top.

Is there a standard way for non-developers (i.e. users) to contribute
examples like these?
Thanks again!

http://old.nabble.com/file/p30807907/grid_histogram.py grid_histogram.py 
http://old.nabble.com/file/p30807907/grid_histogram.png 

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