tweaking heuristics
only looking for nouns
decreaing sample size
improving algo
changing sample size
adhearing to python language
xml is great
correcting SyntaxError
avoiding calling a module directly
casting to unicode
removing entities
Revert "removing entities"

This reverts commit f6de83c98aebd753d662142fec713ab13ad3b413.
changing sample size to 50