Python 对Twitter tweet的元素 (Word, Screen Name, Hash Tag)的频率分析

CODE:

#!/usr/bin/python
# -*- coding: utf-8 -*-

'''
Created on 2014-7-2
@author: guaguastd
@name: tweet_frequency_analysis.py
'''

if __name__ == '__main__':

    # import frequency
    from frequency import frequency_analysis

    # import search
    from search import search_for_tweet

    # import login, see http://blog.csdn.net/guaguastd/article/details/31706155
    from login import twitter_login

    # get the twitter access api
    twitter_api = twitter_login()

    # import tweet
    from tweet import extract_tweet_entities

    while 1:
        query = raw_input('\nInput the query (eg. #MentionSomeoneImportantForYou, exit to quit): ')

        if query == 'exit':
            print 'Successfully exit!'
            break

        statuses = search_for_tweet(twitter_api, query)
        status_texts,screen_names,hashtags,words = extract_tweet_entities(statuses)  

        for label, data in (('Word', words),
                            ('Screen Name', screen_names),
                            ('Hashtag', hashtags)):
            frequency_analysis(label, data, 10)

RESULT:

Input the query (eg. #MentionSomeoneImportantForYou, exit to quit): #MentionSomeoneImportantForYou
Length of statuses 96
+--------------------------------+-------+
| Word                           | Count |
+--------------------------------+-------+
| #MentionSomeoneImportantForYou |    84 |
| RT                             |    49 |
| @paynashton                    |    13 |
| #mentionsomeoneimportantforyou |    12 |
| @gellystyles                   |    11 |
| @cuddlingxbrooks               |     9 |
| @sickhorandiva                 |     9 |
| @cuddlingxbrooks:              |     8 |
| so                             |     8 |
| @fratboyliamx                  |     7 |
+--------------------------------+-------+
+-----------------+-------+
| Screen Name     | Count |
+-----------------+-------+
| paynashton      |    18 |
| cuddlingxbrooks |    17 |
| gellystyles     |    15 |
| sickhorandiva   |    13 |
| SwaggyOnFire1   |     9 |
| TichaaAlves     |     7 |
| wtvpottorff     |     7 |
| idkdallasbae    |     7 |
| ElenaBomerC     |     7 |
| cuddings        |     7 |
+-----------------+-------+
+-----------------------------------+-------+
| Hashtag                           | Count |
+-----------------------------------+-------+
| MentionSomeoneImportantForYou     |    84 |
| mentionsomeoneimportantforyou     |    12 |
| MentionSomeoneBeautiful           |     1 |
| mentionyourinternetbestfriend     |     1 |
| MentionSomeoneYouLoveAndCareAbout |     1 |
| BAMsingleOutTmrw                  |     1 |
+-----------------------------------+-------+

Input the query (eg. #MentionSomeoneImportantForYou, exit to quit): exit
Successfully exit!