This was a coding exercise which turned out to produce some very interesting visualizations.
See this reddit thread for the whole discourse.
There are some interesting patterns, check out the graph below
See the IPython Notebook MailDist.ipynb
for the way the visualizations were
produced and for extra visualizations!