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Using Python 3, I was unable to run the tests or the simple example in the ReadMe ("Abraham Lincoln, was a president one time; he freed many slaves.")
I'm not an expert in Python, but now the example runs and the tests pass (though I did change some words in the tests; it appears that NLTK scores "shopping" as noun, and "god" as a verb ... ?)