Analysis of tweets
July 14, 2014 Leave a comment
import json
import sys
import types
import os
import os.path
class Sentiment(object):
def __init__(self):
if os.path.isfile(sys.argv[1]) and os.access(sys.argv[1], os.R_OK) and os.path.isfile(sys.argv[2]) and os.access(sys.argv[2], os.R_OK):
print "Files " + sys.argv[1] + " and " + sys.argv[2] + " exist and are readable"
else:
print "Either files are missing or they are not readable"
self.sent_file = open(sys.argv[1],'r')
self.tweet_file = open(sys.argv[2],'r')
def analyze(self):
with open(sys.argv[2],'r') as f:
for data in f:
d = json.loads(data)
try:
# print json-formatted string
#print json.dumps(d, sort_keys=True, indent=4)
if d.get('text') and d.get('lang') == 'en':
print "Tweet: ", d['text']
except (ValueError, KeyError, TypeError):
print "JSON format error"
if __name__ == '__main__':
sentiment=Sentiment()
sentiment.analyze()
I search for english tweets from this JSON file. The authentication is OAuth.
There are two files used by the code. Actually the task entails tweet sentiment analysis. There is a file with many tweets and one with sentiment scores and terms. The sentiment analysis is not done now.
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FORZA MILAN !!\r\nNO HP :082244650264 , PIN : 27509441","protected":false,"followers_count":712,"friends_count":698,"listed_count":0,"created_at":"Thu Aug 15 01:23:45 +0000 2013","favourites_count":67,"utc_offset":25200,"time_zone":"Bangkok","geo_enabled":false,"verified":false,"statuses_count":7199,"lang":"id","contributors_enabled":false,"is_translator":false,"is_translation_enabled":false,"profile_background_color":"C0DEED","profile_background_image_url":"http:\/\/pbs.twimg.com\/profile_background_images\/378800000051818005\/479c35d50f01e91fa038e3a2ae4df01c.jpeg","profile_background_image_url_https":"https:\/\/pbs.twimg.com\/profile_background_images\/378800000051818005\/479c35d50f01e91fa038e3a2ae4df01c.jpeg","profile_background_tile":true,"profile_image_url":"http:\/\/pbs.twimg.com\/profile_images\/482129425173970946\/E4X39fSX_normal.jpeg","profile_image_url_https":"https:\/\/pbs.twimg.com\/profile_images\/482129425173970946\/E4X39fSX_normal.jpeg","profile_banner_url":"https:\/\/pbs.twimg.com\/profile_banners\/1671868802\/1404140133","profile_link_color":"0084B4","profile_sidebar_border_color":"FFFFFF","profile_sidebar_fill_color":"DDEEF6","profile_text_color":"333333","profile_use_background_image":true,"default_profile":false,"default_profile_image":false,"following":null,"follow_request_sent":null,"notifications":null},"geo":null,"coordinates":null,"place":null,"contributors":null,"retweeted_status":{"created_at":"Mon Jul 14 05:15:32 +0000 2014","id":488552352316944384,"id_str":"488552352316944384","text":"@bellanissa_1 kamu kangen aku ya. Makasi :') wkwkwk","source":"\u003ca href=\"https:\/\/mobile.twitter.com\" rel=\"nofollow\"\u003eMobile Web (M2)\u003c\/a\u003e","truncated":false,"in_reply_to_status_id":487626710091710464,"in_reply_to_status_id_str":"487626710091710464","in_reply_to_user_id":399827061,"in_reply_to_user_id_str":"399827061","in_reply_to_screen_name":"bellanissa_1","user":{"id":2341625528,"id_str":"2341625528","name":"Rama M Laksani","screen_name":"Rama_MLaksani","location":"TwitterLand","url":null,"description":"Hello I'm Rock Star Indonesia | follbeck just mensyen :-D Impossible is Nothing | My Heroes Watanabe Mayu \u6e21\u8fba \u9ebb\u53cb \u2665 26th Des 1995 Email: Mello7455@gmail.com \u5927\u5cf6\u512a\u5b50","protected":false,"followers_count":184897,"friends_count":305,"listed_count":1,"created_at":"Thu Feb 13 08:29:18 +0000 2014","favourites_count":113,"utc_offset":25200,"time_zone":"Bangkok","geo_enabled":false,"verified":false,"statuses_count":2090,"lang":"id","contributors_enabled":false,"is_translator":false,"is_translation_enabled":false,"profile_background_color":"1A1B1F","profile_background_image_url":"http:\/\/pbs.twimg.com\/profile_background_images\/454961817026957313\/wzZhM9Dz.jpeg","profile_background_image_url_https":"https:\/\/pbs.twimg.com\/profile_background_images\/454961817026957313\/wzZhM9Dz.jpeg","profile_background_tile":true,"profile_image_url":"http:\/\/pbs.twimg.com\/profile_images\/477443407321653248\/nKXXxbi5_normal.jpeg","profile_image_url_https":"https:\/\/pbs.twimg.com\/profile_images\/477443407321653248\/nKXXxbi5_normal.jpeg","profile_banner_url":"https:\/\/pbs.twimg.com\/profile_banners\/2341625528\/1404581042","profile_link_color":"2FC2EF","profile_sidebar_border_color":"000000","profile_sidebar_fill_color":"DDEEF6","profile_text_color":"333333","profile_use_background_image":true,"default_profile":false,"default_profile_image":false,"following":null,"follow_request_sent":null,"notifications":null},"geo":null,"coordinates":null,"place":null,"contributors":null,"retweet_count":660,"favorite_count":0,"entities":{"hashtags":[],"symbols":[],"urls":[],"user_mentions":[{"screen_name":"bellanissa_1","name":"Bella C.N","id":399827061,"id_str":"399827061","indices":[0,13]}]},"favorited":false,"retweeted":false,"lang":"in"},"retweet_count":0,"favorite_count":0,"entities":{"hashtags":[],"symbols":[],"urls":[],"user_mentions":[{"screen_name":"Rama_MLaksani","name":"Rama M Laksani","id":2341625528,"id_str":"2341625528","indices":[3,17]},{"screen_name":"bellanissa_1","name":"Bella C.N","id":399827061,"id_str":"399827061","indices":[19,32]}]},"favorited":false,"retweeted":false,"filter_level":"medium","lang":"in"}
{"created_at":"Mon Jul 14 07:24:04 +0000 2014","id":488584700244803584,"id_str":"488584700244803584","text":"No es rubia pero es re hueeeeca","source":"\u003ca href=\"https:\/\/mobile.twitter.com\" rel=\"nofollow\"\u003eMobile Web (M2)\u003c\/a\u003e","truncated":false,"in_reply_to_status_id":null,"in_reply_to_status_id_str":null,"in_reply_to_user_id":null,"in_reply_to_user_id_str":null,"in_reply_to_screen_name":null,"user":{"id":1596221276,"id_str":"1596221276","name":"Maria Victoria","screen_name":"Tori_Coria","location":"Mendoza,Argentina. Florida,USA","url":"http:\/\/www.facebook.com\/#!\/tori.coria.ue","description":"Jugadora\/Hincha Cementista Futsal-River Plate-Creadora de #LasDelOctava-Cantante-Gringa.\r\n Esc. Comercio Martin Zapata \r\nMi canal http:\/\/t.co\/KfEHtV2ZHO","protected":false,"followers_count":807,"friends_count":363,"listed_count":2,"created_at":"Mon Jul 15 16:25:41 +0000 2013","favourites_count":5459,"utc_offset":-10800,"time_zone":"Brasilia","geo_enabled":true,"verified":false,"statuses_count":36461,"lang":"en","contributors_enabled":false,"is_translator":false,"is_translation_enabled":false,"profile_background_color":"0CF5BB","profile_background_image_url":"http:\/\/pbs.twimg.com\/profile_background_images\/459813945113468928\/v_lOp_Ee.png","profile_background_image_url_https":"https:\/\/pbs.twimg.com\/profile_background_images\/459813945113468928\/v_lOp_Ee.png","profile_background_tile":true,"profile_image_url":"http:\/\/pbs.twimg.com\/profile_images\/488152521592934401\/nAvUnfyd_normal.jpeg","profile_image_url_https":"https:\/\/pbs.twimg.com\/profile_images\/488152521592934401\/nAvUnfyd_normal.jpeg","profile_banner_url":"https:\/\/pbs.twimg.com\/profile_banners\/1596221276\/1404970102","profile_link_color":"12E632","profile_sidebar_border_color":"FFFFFF","profile_sidebar_fill_color":"A60DDA","profile_text_color":"039BA1","profile_use_background_image":true,"default_profile":false,"default_profile_image":false,"following":null,"follow_request_sent":null,"notifications":null},"geo":null,"coordinates":null,"place":null,"contributors":null,"retweet_count":0,"favorite_count":0,"entities":{"hashtags":[],"symbols":[],"urls":[],"user_mentions":[]},"favorited":false,"retweeted":false,"filter_level":"medium","lang":"es"}
{"created_at":"Mon Jul 14 07:24:04 +0000 2014","id":488584700240609280,"id_str":"488584700240609280","text":"Tampoco tanto","source":"\u003ca href=\"http:\/\/twitter.com\/download\/android\" rel=\"nofollow\"\u003eTwitter for Android\u003c\/a\u003e","truncated":false,"in_reply_to_status_id":null,"in_reply_to_status_id_str":null,"in_reply_to_user_id":null,"in_reply_to_user_id_str":null,"in_reply_to_screen_name":null,"user":{"id":1536897037,"id_str":"1536897037","name":"BEO #2","screen_name":"shulietmartinez","location":"Soy de mi mejor agus","url":null,"description":"\u271e Justin is my religion \u271e","protected":false,"followers_count":343,"friends_count":271,"listed_count":0,"created_at":"Fri Jun 21 16:35:27 +0000 2013","favourites_count":159,"utc_offset":-10800,"time_zone":"Brasilia","geo_enabled":true,"verified":false,"statuses_count":3146,"lang":"es","contributors_enabled":false,"is_translator":false,"is_translation_enabled":false,"profile_background_color":"EBC1C1","profile_background_image_url":"http:\/\/pbs.twimg.com\/profile_background_images\/378800000122592331\/5c601c37a2e5e2ab1e142e80355b228a.jpeg","profile_background_image_url_https":"https:\/\/pbs.twimg.com\/profile_background_images\/378800000122592331\/5c601c37a2e5e2ab1e142e80355b228a.jpeg","profile_background_tile":true,"profile_image_url":"http:\/\/pbs.twimg.com\/profile_images\/477492711193600000\/IzmpHgFI_normal.jpeg","profile_image_url_https":"https:\/\/pbs.twimg.com\/profile_images\/477492711193600000\/IzmpHgFI_normal.jpeg","profile_banner_url":"https:\/\/pbs.twimg.com\/profile_banners\/1536897037\/1404175204","profile_link_color":"0084B4","profile_sidebar_border_color":"FFFFFF","profile_sidebar_fill_color":"DDEEF6","profile_text_color":"333333","profile_use_background_image":true,"default_profile":false,"default_profile_image":false,"following":null,"follow_request_sent":null,"notifications":null},"geo":{"type":"Point","coordinates":[-31.4387394,-64.2165457]},"coordinates":{"type":"Point","coordinates":[-64.2165457,-31.4387394]},"place":{"id":"00f84d414936f28e","url":"https:\/\/api.twitter.com\/1.1\/geo\/id\/00f84d414936f28e.json","place_type":"city","name":"Capital - C\u00f3rdoba","full_name":"Capital - C\u00f3rdoba","country_code":"AR","country":"Argentina","contained_within":[],"bounding_box":{"type":"Polygon","coordinates":[[[-64.3195,-31.5235762],[-64.3195,-31.307337],[-64.076643,-31.307337],[-64.076643,-31.5235762]]]},"attributes":{}},"contributors":null,"retweet_count":0,"favorite_count":0,"entities":{"hashtags":[],"symbols":[],"urls":[],"user_mentions":[]},"favorited":false,"retweeted":false,"filter_level":"medium","lang":"es"}
{"created_at":"Mon Jul 14 07:24:04 +0000 2014","id":488584700261179392,"id_str":"488584700261179392","text":"\u5929\u30eb\u30b7\u304c\u300c\u4eca\u5f15\u3051\u3070\u826f\u3044\u3053\u3068\u3042\u308b\u300d\u3063\u3066\u5fa1\u544a\u3052\u3092\u4e0b\u3055\u3063\u305f\u7d50\u679c http:\/\/t.co\/4B5ofyvDxU","source":"\u003ca href=\"http:\/\/twitter.com\/download\/android\" rel=\"nofollow\"\u003eTwitter for Android\u003c\/a\u003e","truncated":false,"in_reply_to_status_id":null,"in_reply_to_status_id_str":null,"in_reply_to_user_id":null,"in_reply_to_user_id_str":null,"in_reply_to_screen_name":null,"user":{"id":120685545,"id_str":"120685545","name":"\u4f73\u7a42","screen_name":"kaho0315","location":"\u30a2\u30b5\u30ae\u30b7\u30c6\u30a3","url":null,"description":"\u3044\u308d\u3044\u308d\u624b\u3092\u51fa\u3057\u3066\u308b\u5b66\u751f\u3000\u3000\u3000\u6771\u65b9 SH \u30b2\u30fc\u30e0\u3068\u304b\u597d\u304d\u3000\u3000\u3053\u3048\u90e8\u3067\u6b4c\u3063\u305f\u308a\u3057\u3066\u307e\u3059\u3000\u30d1\u30ba\u30c9\u30e9\u3067\u30e1\u30a4\u30e1\u30a4\u3068\u9e92\u9e9f\u3092\u4f7f\u3063\u3066\u307e\u3059\u3000\u8a73\u3057\u304f\u306f\u2192http:\/\/twpf.jp\/kaho0315","protected":false,"followers_count":119,"friends_count":102,"listed_count":2,"created_at":"Sun Mar 07 06:37:20 +0000 2010","favourites_count":1228,"utc_offset":-36000,"time_zone":"Hawaii","geo_enabled":false,"verified":false,"statuses_count":41463,"lang":"ja","contributors_enabled":false,"is_translator":false,"is_translation_enabled":false,"profile_background_color":"352726","profile_background_image_url":"http:\/\/abs.twimg.com\/images\/themes\/theme5\/bg.gif","profile_background_image_url_https":"https:\/\/abs.twimg.com\/images\/themes\/theme5\/bg.gif","profile_background_tile":false,"profile_image_url":"http:\/\/pbs.twimg.com\/profile_images\/378800000823750461\/98c6f86074d400975b443490c15ac348_normal.jpeg","profile_image_url_https":"https:\/\/pbs.twimg.com\/profile_images\/378800000823750461\/98c6f86074d400975b443490c15ac348_normal.jpeg","profile_banner_url":"https:\/\/pbs.twimg.com\/profile_banners\/120685545\/1404193898","profile_link_color":"D02B55","profile_sidebar_border_color":"829D5E","profile_sidebar_fill_color":"99CC33","profile_text_color":"3E4415","profile_use_background_image":true,"default_profile":false,"default_profile_image":false,"following":null,"follow_request_sent":null,"notifications":null},"geo":null,"coordinates":null,"place":null,"contributors":null,"retweet_count":0,"favorite_count":0,"entities":{"hashtags":[],"symbols":[],"urls":[],"user_mentions":[],"media":[{"id":488584676810825728,"id_str":"488584676810825728","indices":[29,51],"media_url":"http:\/\/pbs.twimg.com\/media\/BsfNLMgCIAAngxL.jpg","media_url_https":"https:\/\/pbs.twimg.com\/media\/BsfNLMgCIAAngxL.jpg","url":"http:\/\/t.co\/4B5ofyvDxU","display_url":"pic.twitter.com\/4B5ofyvDxU","expanded_url":"http:\/\/twitter.com\/kaho0315\/status\/488584700261179392\/photo\/1","type":"photo","sizes":{"large":{"w":576,"h":1024,"resize":"fit"},"thumb":{"w":150,"h":150,"resize":"crop"},"medium":{"w":576,"h":1024,"resize":"fit"},"small":{"w":340,"h":604,"resize":"fit"}}}]},"favorited":false,"retweeted":false,"possibly_sensitive":false,"filter_level":"medium","lang":"ja"}
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Tweet: RT @GuitarmanDan: Also well done to Germany, someone had to win it, well done! #worldcup
Tweet: On top of the list today, a 13 years old calling me “nigga” like he’s come cool shit.
Tweet: Not but fr. 😂
Tweet: From the moment you see me not caring you have no chance.
MindSpace 