medium_twitter_mining_7

medium_twitter_mining_7.py

from collections import Counter

# get top ten entities
top_words = [item[0] for item in Counter(words).most_common()[:10]]
top_words_freq = [item[1] for item in Counter(words).most_common()[:10]]
top_screen_names = [item[0] for item in Counter(screen_names).most_common()[:10]]
top_screen_names_freq = [item[1] for item in Counter(screen_names).most_common()[:10]]
top_hashtags = [item[0] for item in Counter(hashtags).most_common()[:10]]
top_hashtags_freq = [item[1] for item in Counter(hashtags).most_common()[:10]]

# print the results as a table
pt = PrettyTable()
pt.add_column('Words',top_words)
pt.add_column('Frequency',top_words_freq)
pt.add_column('Screen Names',top_screen_names)
pt.add_column('Frequency',top_screen_names_freq)
pt.add_column('Hashtags',top_hashtags)
pt.add_column('Frequency',top_hashtags_freq)
print pt