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Ejhfast/empath-convention-speech.py

Last active January 22, 2017 19:33
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empath-convention-speech.py
import empath
import sys
lexicon = empath.Empath()
trump_speech = open(sys.argv[1], "r").read()
obama_speech = open(sys.argv[2], "r").read()
trump_categories = lexicon.analyze(trump_speech, normalize=True)
obama_categories = lexicon.analyze(obama_speech, normalize=True)
def top_categories(categories, n=10):
return sorted(categories.items(), key=lambda x: x[1], reverse=True)[:n]
print(top_categories(trump_categories, 30))
print(top_categories(obama_categories, 30))
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