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First - thanks so much for posting this code! Its very interesting and has been fun to play with.
In starting to use it with my own data, I had two issues that I'm hoping this pull request might aid you and others with. First, it was a little hard to understand what was going on in the sentiment function. In working through it, I separated some stuff out for myself (constants and functions within the function), so I thought it might be useful for others as well. Second, the code couldn't, as far as I could tell, support unicode text, so I made a few mods (basically, I just removed the str() calls and added one conversion at the top of the sentiment function) so that it can now handle unicode.
I diff'd the output from this version with the output on the Readme to make sure that all the values were the same, and I'm pretty confident I didn't make any changes that would alter the algorithm. Hopefully they'll be helpful!