Created
April 6, 2012 12:00
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Python snippet for generating word frequencies for Wordle (using NLTK)
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#! /usr/bin/env python | |
# wordcount.py: parse & return word frequency | |
import sys, nltk | |
f = open(sys.argv[1], 'rU') | |
txt = f.read() | |
f.close() | |
tokens = nltk.word_tokenize(txt) # tokenize text | |
clean_tokens = [] | |
for word in tokens: | |
word = word.lower() | |
if word.isalpha(): # drop all non-words | |
clean_tokens.append(word) | |
# make frequency distribution of words | |
fd = nltk.FreqDist(clean_tokens) | |
for token in fd: | |
print token, ':', fd[token] |
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