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tdhopper/gist:6982151

Created October 14, 2013 21:01
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gistfile1.txt
import re, string, sys, pandas
stops = set(open("../stop_words.txt").read().split(",") + list(string.ascii_lowercase))
words = [x.lower() for x in re.split("[^a-zA-Z]+", open("../pride-and-prejudice.txt").read()) if len(x) > 0 and x.lower() not in stops]
print pandas.Series(words).value_counts().head(25)
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