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Count words from html
import nltk
import string
from urllib import urlopen
from itertools import imap
url = ""
html = urlopen(url).read()
text = nltk.clean_html(html)
text_noPunc = text.translate(string.maketrans("",""), string.punctuation)
words = text_noPunc.split()
max_word_len = max(imap(len, words))
vocabulary = nltk.probability.FreqDist(words)
for word in vocabulary:
print word,
print ' ' * (max_word_len + 5 - word.__len__()),
print str(vocabulary[word])
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