pydata

Keep Looking, Don't Settle

sentiment analysis with twitter 02: download tweets data with tweepy

Introduction

There are two ways to access twitter data from tweepy api:

  1. RESTful API: get data about existing data objects

  2. Streaming API: get live status tweets data

why use streaming API:

  • pull large amount data because RESTful has limited access

  • real-time data for real time analysis

1. REST API

REST API is very easy to use. A simple example is

import tweepy
from time import sleep
import os
consumer_key = 'xxxxxxxxxxxxxxxxxxxxxxxx'
consumer_secret = 'xxxxxxxxxxxxxxxxxxxxxxxx'
access_token = 'xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx'
access_token_secret = 'xxxxxxxxxxxxxxxxxxxxxxxxxxxx'

auth = tweepy.OAuthHandler(consumer_key, consumer_secret)
auth.set_access_token(access_token, access_token_secret)
auth.secure = True
api = tweepy.API(auth)

# An example to pull tweets with Trump and language is English
results = api.search(q = 'Trump', lang = 'en')
print len(results)

def print_tweet(tweet):
    print "@%s - %s (%s)" %(tweet.user.screen_name, tweet.user.name, tweet.created_at)
    print tweet.text
    print '\n'

tweet = results[0]
print_tweet(tweet)
14
@OrangeHardie - Justin Hardie (2016-08-06 02:25:13)
RT @RexHuppke: "Terrorist, terrorist, rapist, murderer, terrorists, rapist, she's hot, terror..." - Trump watching the parade of nations #O…

Status / User object

There are different objects in the REST API, like status, user and so on.

status object

this is corresponding to on_status in streaming API. It is very close to on_data while on_data has a lot of methods in streaming.

tweet = results[1]

for param in dir(tweet):
    if not param.startswith("_"):
        print "%s : %s" %(param, eval("tweet." + param))
        print '\n'
author : User(follow_request_sent=False, has_extended_profile=False, profile_use_background_image=True, _json={u'follow_request_sent': False, u'has_extended_profile': False, u'profile_use_background_image': True, u'default_profile_image': False, u'id': 92995708, u'profile_background_image_url_https': u'https://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', u'verified': False, u'profile_text_color': u'333333', u'profile_image_url_https': u'https://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', u'profile_sidebar_fill_color': u'EFEFEF', u'entities': {u'url': {u'urls': [{u'url': u'http://t.co/HxWqpdIGNV', u'indices': [0, 22], u'expanded_url': u'http://Coolrunningdjs.com/Dj-Jus/Swagg', u'display_url': u'Coolrunningdjs.com/Dj-Jus/Swagg'}]}, u'description': {u'urls': [{u'url': u'http://t.co/tF9rrmSF3h', u'indices': [42, 64], u'expanded_url': u'http://OGBIGGARANKINRADIO.COM', u'display_url': u'OGBIGGARANKINRADIO.COM'}]}}, u'followers_count': 4125, u'profile_sidebar_border_color': u'FFFFFF', u'id_str': u'92995708', u'profile_background_color': u'131516', u'listed_count': 81, u'is_translation_enabled': False, u'utc_offset': -18000, u'statuses_count': 120342, u'description': u'#TeamBiggaRankin #CoolRunningDjs | PD for http://t.co/tF9rrmSF3h | DC-ATL | Mixtape Host | VDJ | On-Air Personality | #EDMlife #StreetEDM |', u'friends_count': 2318, u'location': u'Washington, DC', u'profile_link_color': u'009999', u'profile_image_url': u'http://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', u'following': False, u'geo_enabled': False, u'profile_banner_url': u'https://pbs.twimg.com/profile_banners/92995708/1414946565', u'profile_background_image_url': u'http://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', u'screen_name': u'iDJswagg', u'lang': u'en', u'profile_background_tile': True, u'favourites_count': 2238, u'name': u'Jus Swagg', u'notifications': False, u'url': u'http://t.co/HxWqpdIGNV', u'created_at': u'Fri Nov 27 16:06:23 +0000 2009', u'contributors_enabled': False, u'time_zone': u'Central Time (US & Canada)', u'protected': False, u'default_profile': False, u'is_translator': False}, time_zone=u'Central Time (US & Canada)', id=92995708, _api=<tweepy.api.API object at 0x00000000041822E8>, verified=False, profile_text_color=u'333333', profile_image_url_https=u'https://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', profile_sidebar_fill_color=u'EFEFEF', is_translator=False, geo_enabled=False, entities={u'url': {u'urls': [{u'url': u'http://t.co/HxWqpdIGNV', u'indices': [0, 22], u'expanded_url': u'http://Coolrunningdjs.com/Dj-Jus/Swagg', u'display_url': u'Coolrunningdjs.com/Dj-Jus/Swagg'}]}, u'description': {u'urls': [{u'url': u'http://t.co/tF9rrmSF3h', u'indices': [42, 64], u'expanded_url': u'http://OGBIGGARANKINRADIO.COM', u'display_url': u'OGBIGGARANKINRADIO.COM'}]}}, followers_count=4125, protected=False, id_str=u'92995708', default_profile_image=False, listed_count=81, lang=u'en', utc_offset=-18000, statuses_count=120342, description=u'#TeamBiggaRankin #CoolRunningDjs | PD for http://t.co/tF9rrmSF3h | DC-ATL | Mixtape Host | VDJ | On-Air Personality | #EDMlife #StreetEDM |', friends_count=2318, profile_link_color=u'009999', profile_image_url=u'http://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', notifications=False, profile_background_image_url_https=u'https://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', profile_background_color=u'131516', profile_banner_url=u'https://pbs.twimg.com/profile_banners/92995708/1414946565', profile_background_image_url=u'http://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', name=u'Jus Swagg', is_translation_enabled=False, profile_background_tile=True, favourites_count=2238, screen_name=u'iDJswagg', url=u'http://t.co/HxWqpdIGNV', created_at=datetime.datetime(2009, 11, 27, 16, 6, 23), contributors_enabled=False, location=u'Washington, DC', profile_sidebar_border_color=u'FFFFFF', default_profile=False, following=False)


contributors : None


coordinates : None


created_at : 2016-08-06 02:25:13


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u'expanded_url': u'http://ift.tt/2aX9I59', u'display_url': u'ift.tt/2aX9I59'}]}, u'retweeted': False, u'coordinates': None, u'source': u'<a href="http://ifttt.com" rel="nofollow">IFTTT</a>', u'in_reply_to_screen_name': None, u'in_reply_to_user_id': None, u'retweet_count': 0, u'id_str': u'761749941899370496', u'favorited': False, u'user': {u'follow_request_sent': False, u'has_extended_profile': False, u'profile_use_background_image': True, u'default_profile_image': False, u'id': 92995708, u'profile_background_image_url_https': u'https://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', u'verified': False, u'profile_text_color': u'333333', u'profile_image_url_https': u'https://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', u'profile_sidebar_fill_color': u'EFEFEF', u'entities': {u'url': {u'urls': [{u'url': u'http://t.co/HxWqpdIGNV', u'indices': [0, 22], u'expanded_url': u'http://Coolrunningdjs.com/Dj-Jus/Swagg', u'display_url': u'Coolrunningdjs.com/Dj-Jus/Swagg'}]}, u'description': {u'urls': [{u'url': u'http://t.co/tF9rrmSF3h', u'indices': [42, 64], u'expanded_url': u'http://OGBIGGARANKINRADIO.COM', u'display_url': u'OGBIGGARANKINRADIO.COM'}]}}, u'followers_count': 4125, u'profile_sidebar_border_color': u'FFFFFF', u'id_str': u'92995708', u'profile_background_color': u'131516', u'listed_count': 81, u'is_translation_enabled': False, u'utc_offset': -18000, u'statuses_count': 120342, u'description': u'#TeamBiggaRankin #CoolRunningDjs | PD for http://t.co/tF9rrmSF3h | DC-ATL | Mixtape Host | VDJ | On-Air Personality | #EDMlife #StreetEDM |', u'friends_count': 2318, u'location': u'Washington, DC', u'profile_link_color': u'009999', u'profile_image_url': u'http://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', u'following': False, u'geo_enabled': False, u'profile_banner_url': u'https://pbs.twimg.com/profile_banners/92995708/1414946565', u'profile_background_image_url': 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u'display_url': u'ift.tt/2aX9I59'}]}, in_reply_to_screen_name=None, id_str=u'761749941899370496', retweet_count=0, in_reply_to_user_id=None, favorited=False, source_url=u'http://ifttt.com', user=User(follow_request_sent=False, has_extended_profile=False, profile_use_background_image=True, _json={u'follow_request_sent': False, u'has_extended_profile': False, u'profile_use_background_image': True, u'default_profile_image': False, u'id': 92995708, u'profile_background_image_url_https': u'https://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', u'verified': False, u'profile_text_color': u'333333', u'profile_image_url_https': u'https://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', u'profile_sidebar_fill_color': u'EFEFEF', u'entities': {u'url': {u'urls': [{u'url': u'http://t.co/HxWqpdIGNV', u'indices': [0, 22], u'expanded_url': u'http://Coolrunningdjs.com/Dj-Jus/Swagg', u'display_url': u'Coolrunningdjs.com/Dj-Jus/Swagg'}]}, u'description': {u'urls': [{u'url': u'http://t.co/tF9rrmSF3h', u'indices': [42, 64], u'expanded_url': u'http://OGBIGGARANKINRADIO.COM', u'display_url': u'OGBIGGARANKINRADIO.COM'}]}}, u'followers_count': 4125, u'profile_sidebar_border_color': u'FFFFFF', u'id_str': u'92995708', u'profile_background_color': u'131516', u'listed_count': 81, u'is_translation_enabled': False, u'utc_offset': -18000, u'statuses_count': 120342, u'description': u'#TeamBiggaRankin #CoolRunningDjs | PD for http://t.co/tF9rrmSF3h | DC-ATL | Mixtape Host | VDJ | On-Air Personality | #EDMlife #StreetEDM |', u'friends_count': 2318, u'location': u'Washington, DC', u'profile_link_color': u'009999', u'profile_image_url': u'http://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', u'following': False, u'geo_enabled': False, u'profile_banner_url': u'https://pbs.twimg.com/profile_banners/92995708/1414946565', u'profile_background_image_url': u'http://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', u'screen_name': u'iDJswagg', u'lang': u'en', u'profile_background_tile': True, u'favourites_count': 2238, u'name': u'Jus Swagg', u'notifications': False, u'url': u'http://t.co/HxWqpdIGNV', u'created_at': u'Fri Nov 27 16:06:23 +0000 2009', u'contributors_enabled': False, u'time_zone': u'Central Time (US & Canada)', u'protected': False, u'default_profile': False, u'is_translator': False}, time_zone=u'Central Time (US & Canada)', id=92995708, _api=<tweepy.api.API object at 0x00000000041822E8>, verified=False, profile_text_color=u'333333', profile_image_url_https=u'https://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', profile_sidebar_fill_color=u'EFEFEF', is_translator=False, geo_enabled=False, entities={u'url': {u'urls': [{u'url': u'http://t.co/HxWqpdIGNV', u'indices': [0, 22], u'expanded_url': u'http://Coolrunningdjs.com/Dj-Jus/Swagg', u'display_url': 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profile_background_image_url=u'http://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', name=u'Jus Swagg', is_translation_enabled=False, profile_background_tile=True, favourites_count=2238, screen_name=u'iDJswagg', url=u'http://t.co/HxWqpdIGNV', created_at=datetime.datetime(2009, 11, 27, 16, 6, 23), contributors_enabled=False, location=u'Washington, DC', profile_sidebar_border_color=u'FFFFFF', default_profile=False, following=False), geo=None, in_reply_to_user_id_str=None, possibly_sensitive=False, lang=u'en', created_at=datetime.datetime(2016, 8, 6, 2, 25, 13), in_reply_to_status_id_str=None, place=None, source=u'IFTTT', retweeted=False, metadata={u'iso_language_code': u'en', u'result_type': u'recent'})>


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u'Coolrunningdjs.com/Dj-Jus/Swagg'}]}, u'description': {u'urls': [{u'url': u'http://t.co/tF9rrmSF3h', u'indices': [42, 64], u'expanded_url': u'http://OGBIGGARANKINRADIO.COM', u'display_url': u'OGBIGGARANKINRADIO.COM'}]}}, followers_count=4125, protected=False, id_str=u'92995708', default_profile_image=False, listed_count=81, lang=u'en', utc_offset=-18000, statuses_count=120342, description=u'#TeamBiggaRankin #CoolRunningDjs | PD for http://t.co/tF9rrmSF3h | DC-ATL | Mixtape Host | VDJ | On-Air Personality | #EDMlife #StreetEDM |', friends_count=2318, profile_link_color=u'009999', profile_image_url=u'http://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', notifications=False, profile_background_image_url_https=u'https://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', profile_background_color=u'131516', profile_banner_url=u'https://pbs.twimg.com/profile_banners/92995708/1414946565', profile_background_image_url=u'http://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', name=u'Jus Swagg', is_translation_enabled=False, profile_background_tile=True, favourites_count=2238, screen_name=u'iDJswagg', url=u'http://t.co/HxWqpdIGNV', created_at=datetime.datetime(2009, 11, 27, 16, 6, 23), contributors_enabled=False, location=u'Washington, DC', profile_sidebar_border_color=u'FFFFFF', default_profile=False, following=False), geo=None, in_reply_to_user_id_str=None, possibly_sensitive=False, lang=u'en', created_at=datetime.datetime(2016, 8, 6, 2, 25, 13), in_reply_to_status_id_str=None, place=None, source=u'IFTTT', retweeted=False, metadata={u'iso_language_code': u'en', u'result_type': u'recent'})>


source : IFTTT


source_url : http://ifttt.com


text : Kasich: I don't know if I'll vote for Trump https://t.co/NySOEgahHj #JusSoYouKnow


truncated : False


user : User(follow_request_sent=False, has_extended_profile=False, profile_use_background_image=True, _json={u'follow_request_sent': False, u'has_extended_profile': False, u'profile_use_background_image': True, u'default_profile_image': False, u'id': 92995708, u'profile_background_image_url_https': u'https://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', u'verified': False, u'profile_text_color': u'333333', u'profile_image_url_https': u'https://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', u'profile_sidebar_fill_color': u'EFEFEF', u'entities': {u'url': {u'urls': [{u'url': u'http://t.co/HxWqpdIGNV', u'indices': [0, 22], u'expanded_url': u'http://Coolrunningdjs.com/Dj-Jus/Swagg', u'display_url': u'Coolrunningdjs.com/Dj-Jus/Swagg'}]}, u'description': {u'urls': [{u'url': u'http://t.co/tF9rrmSF3h', u'indices': [42, 64], u'expanded_url': u'http://OGBIGGARANKINRADIO.COM', u'display_url': u'OGBIGGARANKINRADIO.COM'}]}}, u'followers_count': 4125, u'profile_sidebar_border_color': u'FFFFFF', u'id_str': u'92995708', u'profile_background_color': u'131516', u'listed_count': 81, u'is_translation_enabled': False, u'utc_offset': -18000, u'statuses_count': 120342, u'description': u'#TeamBiggaRankin #CoolRunningDjs | PD for http://t.co/tF9rrmSF3h | DC-ATL | Mixtape Host | VDJ | On-Air Personality | #EDMlife #StreetEDM |', u'friends_count': 2318, u'location': u'Washington, DC', u'profile_link_color': u'009999', u'profile_image_url': u'http://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', u'following': False, u'geo_enabled': False, u'profile_banner_url': u'https://pbs.twimg.com/profile_banners/92995708/1414946565', u'profile_background_image_url': u'http://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', u'screen_name': u'iDJswagg', u'lang': u'en', u'profile_background_tile': True, u'favourites_count': 2238, u'name': u'Jus Swagg', u'notifications': False, u'url': u'http://t.co/HxWqpdIGNV', u'created_at': u'Fri Nov 27 16:06:23 +0000 2009', u'contributors_enabled': False, u'time_zone': u'Central Time (US & Canada)', u'protected': False, u'default_profile': False, u'is_translator': False}, time_zone=u'Central Time (US & Canada)', id=92995708, _api=<tweepy.api.API object at 0x00000000041822E8>, verified=False, profile_text_color=u'333333', profile_image_url_https=u'https://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', profile_sidebar_fill_color=u'EFEFEF', is_translator=False, geo_enabled=False, entities={u'url': {u'urls': [{u'url': u'http://t.co/HxWqpdIGNV', u'indices': [0, 22], u'expanded_url': u'http://Coolrunningdjs.com/Dj-Jus/Swagg', u'display_url': u'Coolrunningdjs.com/Dj-Jus/Swagg'}]}, u'description': {u'urls': [{u'url': u'http://t.co/tF9rrmSF3h', u'indices': [42, 64], u'expanded_url': u'http://OGBIGGARANKINRADIO.COM', u'display_url': u'OGBIGGARANKINRADIO.COM'}]}}, followers_count=4125, protected=False, id_str=u'92995708', default_profile_image=False, listed_count=81, lang=u'en', utc_offset=-18000, statuses_count=120342, description=u'#TeamBiggaRankin #CoolRunningDjs | PD for http://t.co/tF9rrmSF3h | DC-ATL | Mixtape Host | VDJ | On-Air Personality | #EDMlife #StreetEDM |', friends_count=2318, profile_link_color=u'009999', profile_image_url=u'http://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', notifications=False, profile_background_image_url_https=u'https://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', profile_background_color=u'131516', profile_banner_url=u'https://pbs.twimg.com/profile_banners/92995708/1414946565', profile_background_image_url=u'http://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', name=u'Jus Swagg', is_translation_enabled=False, profile_background_tile=True, favourites_count=2238, screen_name=u'iDJswagg', url=u'http://t.co/HxWqpdIGNV', created_at=datetime.datetime(2009, 11, 27, 16, 6, 23), contributors_enabled=False, location=u'Washington, DC', profile_sidebar_border_color=u'FFFFFF', default_profile=False, following=False)

user object

user = tweet.author

for param in dir(user):
    if not param.startswith("_"):
        print "%s : %s" %(param, eval("user." + param))
        print '\n'
contributors_enabled : False


created_at : 2009-11-27 16:06:23


default_profile : False


default_profile_image : False


description : #TeamBiggaRankin #CoolRunningDjs | PD for http://t.co/tF9rrmSF3h | DC-ATL | Mixtape Host | VDJ | On-Air Personality | #EDMlife #StreetEDM |


entities : {u'url': {u'urls': [{u'url': u'http://t.co/HxWqpdIGNV', u'indices': [0, 22], u'expanded_url': u'http://Coolrunningdjs.com/Dj-Jus/Swagg', u'display_url': u'Coolrunningdjs.com/Dj-Jus/Swagg'}]}, u'description': {u'urls': [{u'url': u'http://t.co/tF9rrmSF3h', u'indices': [42, 64], u'expanded_url': u'http://OGBIGGARANKINRADIO.COM', u'display_url': u'OGBIGGARANKINRADIO.COM'}]}}


favourites_count : 2238


follow : <bound method User.follow of User(follow_request_sent=False, has_extended_profile=False, profile_use_background_image=True, _json={u'follow_request_sent': False, u'has_extended_profile': False, u'profile_use_background_image': True, u'default_profile_image': False, u'id': 92995708, u'profile_background_image_url_https': u'https://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', u'verified': False, u'profile_text_color': u'333333', u'profile_image_url_https': u'https://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', u'profile_sidebar_fill_color': u'EFEFEF', u'entities': {u'url': {u'urls': [{u'url': u'http://t.co/HxWqpdIGNV', u'indices': [0, 22], u'expanded_url': u'http://Coolrunningdjs.com/Dj-Jus/Swagg', u'display_url': u'Coolrunningdjs.com/Dj-Jus/Swagg'}]}, u'description': {u'urls': [{u'url': u'http://t.co/tF9rrmSF3h', u'indices': [42, 64], u'expanded_url': u'http://OGBIGGARANKINRADIO.COM', u'display_url': u'OGBIGGARANKINRADIO.COM'}]}}, u'followers_count': 4125, u'profile_sidebar_border_color': u'FFFFFF', u'id_str': u'92995708', u'profile_background_color': u'131516', u'listed_count': 81, u'is_translation_enabled': False, u'utc_offset': -18000, u'statuses_count': 120342, u'description': u'#TeamBiggaRankin #CoolRunningDjs | PD for http://t.co/tF9rrmSF3h | DC-ATL | Mixtape Host | VDJ | On-Air Personality | #EDMlife #StreetEDM |', u'friends_count': 2318, u'location': u'Washington, DC', u'profile_link_color': u'009999', u'profile_image_url': u'http://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', u'following': False, u'geo_enabled': False, u'profile_banner_url': u'https://pbs.twimg.com/profile_banners/92995708/1414946565', u'profile_background_image_url': u'http://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', u'screen_name': u'iDJswagg', u'lang': u'en', u'profile_background_tile': True, u'favourites_count': 2238, u'name': u'Jus Swagg', u'notifications': False, u'url': u'http://t.co/HxWqpdIGNV', u'created_at': u'Fri Nov 27 16:06:23 +0000 2009', u'contributors_enabled': False, u'time_zone': u'Central Time (US & Canada)', u'protected': False, u'default_profile': False, u'is_translator': False}, time_zone=u'Central Time (US & Canada)', id=92995708, _api=<tweepy.api.API object at 0x00000000041822E8>, verified=False, profile_text_color=u'333333', profile_image_url_https=u'https://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', profile_sidebar_fill_color=u'EFEFEF', is_translator=False, geo_enabled=False, entities={u'url': {u'urls': [{u'url': u'http://t.co/HxWqpdIGNV', u'indices': [0, 22], u'expanded_url': u'http://Coolrunningdjs.com/Dj-Jus/Swagg', u'display_url': u'Coolrunningdjs.com/Dj-Jus/Swagg'}]}, u'description': {u'urls': [{u'url': u'http://t.co/tF9rrmSF3h', u'indices': [42, 64], u'expanded_url': u'http://OGBIGGARANKINRADIO.COM', u'display_url': u'OGBIGGARANKINRADIO.COM'}]}}, followers_count=4125, protected=False, id_str=u'92995708', default_profile_image=False, listed_count=81, lang=u'en', utc_offset=-18000, statuses_count=120342, description=u'#TeamBiggaRankin #CoolRunningDjs | PD for http://t.co/tF9rrmSF3h | DC-ATL | Mixtape Host | VDJ | On-Air Personality | #EDMlife #StreetEDM |', friends_count=2318, profile_link_color=u'009999', profile_image_url=u'http://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', notifications=False, profile_background_image_url_https=u'https://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', profile_background_color=u'131516', profile_banner_url=u'https://pbs.twimg.com/profile_banners/92995708/1414946565', profile_background_image_url=u'http://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', name=u'Jus Swagg', is_translation_enabled=False, profile_background_tile=True, favourites_count=2238, screen_name=u'iDJswagg', url=u'http://t.co/HxWqpdIGNV', created_at=datetime.datetime(2009, 11, 27, 16, 6, 23), contributors_enabled=False, location=u'Washington, DC', profile_sidebar_border_color=u'FFFFFF', default_profile=False, following=False)>


follow_request_sent : False


followers : <bound method User.followers of User(follow_request_sent=False, has_extended_profile=False, profile_use_background_image=True, _json={u'follow_request_sent': False, u'has_extended_profile': False, u'profile_use_background_image': True, u'default_profile_image': False, u'id': 92995708, u'profile_background_image_url_https': u'https://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', u'verified': False, u'profile_text_color': u'333333', u'profile_image_url_https': u'https://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', u'profile_sidebar_fill_color': u'EFEFEF', u'entities': {u'url': {u'urls': [{u'url': u'http://t.co/HxWqpdIGNV', u'indices': [0, 22], u'expanded_url': u'http://Coolrunningdjs.com/Dj-Jus/Swagg', u'display_url': u'Coolrunningdjs.com/Dj-Jus/Swagg'}]}, u'description': {u'urls': [{u'url': u'http://t.co/tF9rrmSF3h', u'indices': [42, 64], u'expanded_url': u'http://OGBIGGARANKINRADIO.COM', u'display_url': u'OGBIGGARANKINRADIO.COM'}]}}, u'followers_count': 4125, u'profile_sidebar_border_color': u'FFFFFF', u'id_str': u'92995708', u'profile_background_color': u'131516', u'listed_count': 81, u'is_translation_enabled': False, u'utc_offset': -18000, u'statuses_count': 120342, u'description': u'#TeamBiggaRankin #CoolRunningDjs | PD for http://t.co/tF9rrmSF3h | DC-ATL | Mixtape Host | VDJ | On-Air Personality | #EDMlife #StreetEDM |', u'friends_count': 2318, u'location': u'Washington, DC', u'profile_link_color': u'009999', u'profile_image_url': u'http://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', u'following': False, u'geo_enabled': False, u'profile_banner_url': u'https://pbs.twimg.com/profile_banners/92995708/1414946565', u'profile_background_image_url': u'http://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', u'screen_name': u'iDJswagg', u'lang': u'en', u'profile_background_tile': True, u'favourites_count': 2238, u'name': u'Jus Swagg', u'notifications': False, u'url': u'http://t.co/HxWqpdIGNV', u'created_at': u'Fri Nov 27 16:06:23 +0000 2009', u'contributors_enabled': False, u'time_zone': u'Central Time (US & Canada)', u'protected': False, u'default_profile': False, u'is_translator': False}, time_zone=u'Central Time (US & Canada)', id=92995708, _api=<tweepy.api.API object at 0x00000000041822E8>, verified=False, profile_text_color=u'333333', profile_image_url_https=u'https://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', profile_sidebar_fill_color=u'EFEFEF', is_translator=False, geo_enabled=False, entities={u'url': {u'urls': [{u'url': u'http://t.co/HxWqpdIGNV', u'indices': [0, 22], u'expanded_url': u'http://Coolrunningdjs.com/Dj-Jus/Swagg', u'display_url': u'Coolrunningdjs.com/Dj-Jus/Swagg'}]}, u'description': {u'urls': [{u'url': u'http://t.co/tF9rrmSF3h', u'indices': [42, 64], u'expanded_url': u'http://OGBIGGARANKINRADIO.COM', u'display_url': u'OGBIGGARANKINRADIO.COM'}]}}, followers_count=4125, protected=False, id_str=u'92995708', default_profile_image=False, listed_count=81, lang=u'en', utc_offset=-18000, statuses_count=120342, description=u'#TeamBiggaRankin #CoolRunningDjs | PD for http://t.co/tF9rrmSF3h | DC-ATL | Mixtape Host | VDJ | On-Air Personality | #EDMlife #StreetEDM |', friends_count=2318, profile_link_color=u'009999', profile_image_url=u'http://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', notifications=False, profile_background_image_url_https=u'https://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', profile_background_color=u'131516', profile_banner_url=u'https://pbs.twimg.com/profile_banners/92995708/1414946565', profile_background_image_url=u'http://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', name=u'Jus Swagg', is_translation_enabled=False, profile_background_tile=True, favourites_count=2238, screen_name=u'iDJswagg', url=u'http://t.co/HxWqpdIGNV', created_at=datetime.datetime(2009, 11, 27, 16, 6, 23), contributors_enabled=False, location=u'Washington, DC', profile_sidebar_border_color=u'FFFFFF', default_profile=False, following=False)>


followers_count : 4125


followers_ids : <bound method User.followers_ids of User(follow_request_sent=False, has_extended_profile=False, profile_use_background_image=True, _json={u'follow_request_sent': False, u'has_extended_profile': False, u'profile_use_background_image': True, u'default_profile_image': False, u'id': 92995708, u'profile_background_image_url_https': u'https://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', u'verified': False, u'profile_text_color': u'333333', u'profile_image_url_https': u'https://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', u'profile_sidebar_fill_color': u'EFEFEF', u'entities': {u'url': {u'urls': [{u'url': u'http://t.co/HxWqpdIGNV', u'indices': [0, 22], u'expanded_url': u'http://Coolrunningdjs.com/Dj-Jus/Swagg', u'display_url': u'Coolrunningdjs.com/Dj-Jus/Swagg'}]}, u'description': {u'urls': [{u'url': u'http://t.co/tF9rrmSF3h', u'indices': [42, 64], u'expanded_url': u'http://OGBIGGARANKINRADIO.COM', u'display_url': u'OGBIGGARANKINRADIO.COM'}]}}, u'followers_count': 4125, u'profile_sidebar_border_color': u'FFFFFF', u'id_str': u'92995708', u'profile_background_color': u'131516', u'listed_count': 81, u'is_translation_enabled': False, u'utc_offset': -18000, u'statuses_count': 120342, u'description': u'#TeamBiggaRankin #CoolRunningDjs | PD for http://t.co/tF9rrmSF3h | DC-ATL | Mixtape Host | VDJ | On-Air Personality | #EDMlife #StreetEDM |', u'friends_count': 2318, u'location': u'Washington, DC', u'profile_link_color': u'009999', u'profile_image_url': u'http://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', u'following': False, u'geo_enabled': False, u'profile_banner_url': u'https://pbs.twimg.com/profile_banners/92995708/1414946565', u'profile_background_image_url': u'http://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', u'screen_name': u'iDJswagg', u'lang': u'en', u'profile_background_tile': True, u'favourites_count': 2238, u'name': u'Jus Swagg', u'notifications': False, u'url': u'http://t.co/HxWqpdIGNV', u'created_at': u'Fri Nov 27 16:06:23 +0000 2009', u'contributors_enabled': False, u'time_zone': u'Central Time (US & Canada)', u'protected': False, u'default_profile': False, u'is_translator': False}, time_zone=u'Central Time (US & Canada)', id=92995708, _api=<tweepy.api.API object at 0x00000000041822E8>, verified=False, profile_text_color=u'333333', profile_image_url_https=u'https://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', profile_sidebar_fill_color=u'EFEFEF', is_translator=False, geo_enabled=False, entities={u'url': {u'urls': [{u'url': u'http://t.co/HxWqpdIGNV', u'indices': [0, 22], u'expanded_url': u'http://Coolrunningdjs.com/Dj-Jus/Swagg', u'display_url': u'Coolrunningdjs.com/Dj-Jus/Swagg'}]}, u'description': {u'urls': [{u'url': u'http://t.co/tF9rrmSF3h', u'indices': [42, 64], u'expanded_url': u'http://OGBIGGARANKINRADIO.COM', u'display_url': u'OGBIGGARANKINRADIO.COM'}]}}, followers_count=4125, protected=False, id_str=u'92995708', default_profile_image=False, listed_count=81, lang=u'en', utc_offset=-18000, statuses_count=120342, description=u'#TeamBiggaRankin #CoolRunningDjs | PD for http://t.co/tF9rrmSF3h | DC-ATL | Mixtape Host | VDJ | On-Air Personality | #EDMlife #StreetEDM |', friends_count=2318, profile_link_color=u'009999', profile_image_url=u'http://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', notifications=False, profile_background_image_url_https=u'https://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', profile_background_color=u'131516', profile_banner_url=u'https://pbs.twimg.com/profile_banners/92995708/1414946565', profile_background_image_url=u'http://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', name=u'Jus Swagg', is_translation_enabled=False, profile_background_tile=True, favourites_count=2238, screen_name=u'iDJswagg', url=u'http://t.co/HxWqpdIGNV', created_at=datetime.datetime(2009, 11, 27, 16, 6, 23), contributors_enabled=False, location=u'Washington, DC', profile_sidebar_border_color=u'FFFFFF', default_profile=False, following=False)>


following : False


friends : <bound method User.friends of User(follow_request_sent=False, has_extended_profile=False, profile_use_background_image=True, _json={u'follow_request_sent': False, u'has_extended_profile': False, u'profile_use_background_image': True, u'default_profile_image': False, u'id': 92995708, u'profile_background_image_url_https': u'https://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', u'verified': False, u'profile_text_color': u'333333', u'profile_image_url_https': u'https://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', u'profile_sidebar_fill_color': u'EFEFEF', u'entities': {u'url': {u'urls': [{u'url': u'http://t.co/HxWqpdIGNV', u'indices': [0, 22], u'expanded_url': u'http://Coolrunningdjs.com/Dj-Jus/Swagg', u'display_url': u'Coolrunningdjs.com/Dj-Jus/Swagg'}]}, u'description': {u'urls': [{u'url': u'http://t.co/tF9rrmSF3h', u'indices': [42, 64], u'expanded_url': u'http://OGBIGGARANKINRADIO.COM', u'display_url': u'OGBIGGARANKINRADIO.COM'}]}}, u'followers_count': 4125, u'profile_sidebar_border_color': u'FFFFFF', u'id_str': u'92995708', u'profile_background_color': u'131516', u'listed_count': 81, u'is_translation_enabled': False, u'utc_offset': -18000, u'statuses_count': 120342, u'description': u'#TeamBiggaRankin #CoolRunningDjs | PD for http://t.co/tF9rrmSF3h | DC-ATL | Mixtape Host | VDJ | On-Air Personality | #EDMlife #StreetEDM |', u'friends_count': 2318, u'location': u'Washington, DC', u'profile_link_color': u'009999', u'profile_image_url': u'http://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', u'following': False, u'geo_enabled': False, u'profile_banner_url': u'https://pbs.twimg.com/profile_banners/92995708/1414946565', u'profile_background_image_url': u'http://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', u'screen_name': u'iDJswagg', u'lang': u'en', u'profile_background_tile': True, u'favourites_count': 2238, u'name': u'Jus Swagg', u'notifications': False, u'url': u'http://t.co/HxWqpdIGNV', u'created_at': u'Fri Nov 27 16:06:23 +0000 2009', u'contributors_enabled': False, u'time_zone': u'Central Time (US & Canada)', u'protected': False, u'default_profile': False, u'is_translator': False}, time_zone=u'Central Time (US & Canada)', id=92995708, _api=<tweepy.api.API object at 0x00000000041822E8>, verified=False, profile_text_color=u'333333', profile_image_url_https=u'https://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', profile_sidebar_fill_color=u'EFEFEF', is_translator=False, geo_enabled=False, entities={u'url': {u'urls': [{u'url': u'http://t.co/HxWqpdIGNV', u'indices': [0, 22], u'expanded_url': u'http://Coolrunningdjs.com/Dj-Jus/Swagg', u'display_url': u'Coolrunningdjs.com/Dj-Jus/Swagg'}]}, u'description': {u'urls': [{u'url': u'http://t.co/tF9rrmSF3h', u'indices': [42, 64], u'expanded_url': u'http://OGBIGGARANKINRADIO.COM', u'display_url': u'OGBIGGARANKINRADIO.COM'}]}}, followers_count=4125, protected=False, id_str=u'92995708', default_profile_image=False, listed_count=81, lang=u'en', utc_offset=-18000, statuses_count=120342, description=u'#TeamBiggaRankin #CoolRunningDjs | PD for http://t.co/tF9rrmSF3h | DC-ATL | Mixtape Host | VDJ | On-Air Personality | #EDMlife #StreetEDM |', friends_count=2318, profile_link_color=u'009999', profile_image_url=u'http://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', notifications=False, profile_background_image_url_https=u'https://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', profile_background_color=u'131516', profile_banner_url=u'https://pbs.twimg.com/profile_banners/92995708/1414946565', profile_background_image_url=u'http://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', name=u'Jus Swagg', is_translation_enabled=False, profile_background_tile=True, favourites_count=2238, screen_name=u'iDJswagg', url=u'http://t.co/HxWqpdIGNV', created_at=datetime.datetime(2009, 11, 27, 16, 6, 23), contributors_enabled=False, location=u'Washington, DC', profile_sidebar_border_color=u'FFFFFF', default_profile=False, following=False)>


friends_count : 2318


geo_enabled : False


has_extended_profile : False


id : 92995708


id_str : 92995708


is_translation_enabled : False


is_translator : False


lang : en


listed_count : 81


lists : <bound method User.lists of User(follow_request_sent=False, has_extended_profile=False, profile_use_background_image=True, _json={u'follow_request_sent': False, u'has_extended_profile': False, u'profile_use_background_image': True, u'default_profile_image': False, u'id': 92995708, u'profile_background_image_url_https': u'https://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', u'verified': False, u'profile_text_color': u'333333', u'profile_image_url_https': u'https://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', u'profile_sidebar_fill_color': u'EFEFEF', u'entities': {u'url': {u'urls': [{u'url': u'http://t.co/HxWqpdIGNV', u'indices': [0, 22], u'expanded_url': u'http://Coolrunningdjs.com/Dj-Jus/Swagg', u'display_url': u'Coolrunningdjs.com/Dj-Jus/Swagg'}]}, u'description': {u'urls': [{u'url': u'http://t.co/tF9rrmSF3h', u'indices': [42, 64], u'expanded_url': u'http://OGBIGGARANKINRADIO.COM', u'display_url': u'OGBIGGARANKINRADIO.COM'}]}}, u'followers_count': 4125, u'profile_sidebar_border_color': u'FFFFFF', u'id_str': u'92995708', u'profile_background_color': u'131516', u'listed_count': 81, u'is_translation_enabled': False, u'utc_offset': -18000, u'statuses_count': 120342, u'description': u'#TeamBiggaRankin #CoolRunningDjs | PD for http://t.co/tF9rrmSF3h | DC-ATL | Mixtape Host | VDJ | On-Air Personality | #EDMlife #StreetEDM |', u'friends_count': 2318, u'location': u'Washington, DC', u'profile_link_color': u'009999', u'profile_image_url': u'http://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', u'following': False, u'geo_enabled': False, u'profile_banner_url': u'https://pbs.twimg.com/profile_banners/92995708/1414946565', u'profile_background_image_url': u'http://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', u'screen_name': u'iDJswagg', u'lang': u'en', u'profile_background_tile': True, u'favourites_count': 2238, u'name': u'Jus Swagg', u'notifications': False, u'url': u'http://t.co/HxWqpdIGNV', u'created_at': u'Fri Nov 27 16:06:23 +0000 2009', u'contributors_enabled': False, u'time_zone': u'Central Time (US & Canada)', u'protected': False, u'default_profile': False, u'is_translator': False}, time_zone=u'Central Time (US & Canada)', id=92995708, _api=<tweepy.api.API object at 0x00000000041822E8>, verified=False, profile_text_color=u'333333', profile_image_url_https=u'https://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', profile_sidebar_fill_color=u'EFEFEF', is_translator=False, geo_enabled=False, entities={u'url': {u'urls': [{u'url': u'http://t.co/HxWqpdIGNV', u'indices': [0, 22], u'expanded_url': u'http://Coolrunningdjs.com/Dj-Jus/Swagg', u'display_url': u'Coolrunningdjs.com/Dj-Jus/Swagg'}]}, u'description': {u'urls': [{u'url': u'http://t.co/tF9rrmSF3h', u'indices': [42, 64], u'expanded_url': u'http://OGBIGGARANKINRADIO.COM', u'display_url': u'OGBIGGARANKINRADIO.COM'}]}}, followers_count=4125, protected=False, id_str=u'92995708', default_profile_image=False, listed_count=81, lang=u'en', utc_offset=-18000, statuses_count=120342, description=u'#TeamBiggaRankin #CoolRunningDjs | PD for http://t.co/tF9rrmSF3h | DC-ATL | Mixtape Host | VDJ | On-Air Personality | #EDMlife #StreetEDM |', friends_count=2318, profile_link_color=u'009999', profile_image_url=u'http://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', notifications=False, profile_background_image_url_https=u'https://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', profile_background_color=u'131516', profile_banner_url=u'https://pbs.twimg.com/profile_banners/92995708/1414946565', profile_background_image_url=u'http://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', name=u'Jus Swagg', is_translation_enabled=False, profile_background_tile=True, favourites_count=2238, screen_name=u'iDJswagg', url=u'http://t.co/HxWqpdIGNV', created_at=datetime.datetime(2009, 11, 27, 16, 6, 23), contributors_enabled=False, location=u'Washington, DC', profile_sidebar_border_color=u'FFFFFF', default_profile=False, following=False)>


lists_memberships : <bound method User.lists_memberships of User(follow_request_sent=False, has_extended_profile=False, profile_use_background_image=True, _json={u'follow_request_sent': False, u'has_extended_profile': False, u'profile_use_background_image': True, u'default_profile_image': False, u'id': 92995708, u'profile_background_image_url_https': u'https://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', u'verified': False, u'profile_text_color': u'333333', u'profile_image_url_https': u'https://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', u'profile_sidebar_fill_color': u'EFEFEF', u'entities': {u'url': {u'urls': [{u'url': u'http://t.co/HxWqpdIGNV', u'indices': [0, 22], u'expanded_url': u'http://Coolrunningdjs.com/Dj-Jus/Swagg', u'display_url': u'Coolrunningdjs.com/Dj-Jus/Swagg'}]}, u'description': {u'urls': [{u'url': u'http://t.co/tF9rrmSF3h', u'indices': [42, 64], u'expanded_url': u'http://OGBIGGARANKINRADIO.COM', u'display_url': u'OGBIGGARANKINRADIO.COM'}]}}, u'followers_count': 4125, u'profile_sidebar_border_color': u'FFFFFF', u'id_str': u'92995708', u'profile_background_color': u'131516', u'listed_count': 81, u'is_translation_enabled': False, u'utc_offset': -18000, u'statuses_count': 120342, u'description': u'#TeamBiggaRankin #CoolRunningDjs | PD for http://t.co/tF9rrmSF3h | DC-ATL | Mixtape Host | VDJ | On-Air Personality | #EDMlife #StreetEDM |', u'friends_count': 2318, u'location': u'Washington, DC', u'profile_link_color': u'009999', u'profile_image_url': u'http://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', u'following': False, u'geo_enabled': False, u'profile_banner_url': u'https://pbs.twimg.com/profile_banners/92995708/1414946565', u'profile_background_image_url': u'http://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', u'screen_name': u'iDJswagg', u'lang': u'en', u'profile_background_tile': True, u'favourites_count': 2238, u'name': u'Jus Swagg', u'notifications': False, u'url': u'http://t.co/HxWqpdIGNV', u'created_at': u'Fri Nov 27 16:06:23 +0000 2009', u'contributors_enabled': False, u'time_zone': u'Central Time (US & Canada)', u'protected': False, u'default_profile': False, u'is_translator': False}, time_zone=u'Central Time (US & Canada)', id=92995708, _api=<tweepy.api.API object at 0x00000000041822E8>, verified=False, profile_text_color=u'333333', profile_image_url_https=u'https://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', profile_sidebar_fill_color=u'EFEFEF', is_translator=False, geo_enabled=False, entities={u'url': {u'urls': [{u'url': u'http://t.co/HxWqpdIGNV', u'indices': [0, 22], u'expanded_url': u'http://Coolrunningdjs.com/Dj-Jus/Swagg', u'display_url': u'Coolrunningdjs.com/Dj-Jus/Swagg'}]}, u'description': {u'urls': [{u'url': u'http://t.co/tF9rrmSF3h', u'indices': [42, 64], u'expanded_url': u'http://OGBIGGARANKINRADIO.COM', u'display_url': u'OGBIGGARANKINRADIO.COM'}]}}, followers_count=4125, protected=False, id_str=u'92995708', default_profile_image=False, listed_count=81, lang=u'en', utc_offset=-18000, statuses_count=120342, description=u'#TeamBiggaRankin #CoolRunningDjs | PD for http://t.co/tF9rrmSF3h | DC-ATL | Mixtape Host | VDJ | On-Air Personality | #EDMlife #StreetEDM |', friends_count=2318, profile_link_color=u'009999', profile_image_url=u'http://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', notifications=False, profile_background_image_url_https=u'https://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', profile_background_color=u'131516', profile_banner_url=u'https://pbs.twimg.com/profile_banners/92995708/1414946565', profile_background_image_url=u'http://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', name=u'Jus Swagg', is_translation_enabled=False, profile_background_tile=True, favourites_count=2238, screen_name=u'iDJswagg', url=u'http://t.co/HxWqpdIGNV', created_at=datetime.datetime(2009, 11, 27, 16, 6, 23), contributors_enabled=False, location=u'Washington, DC', profile_sidebar_border_color=u'FFFFFF', default_profile=False, following=False)>


lists_subscriptions : <bound method User.lists_subscriptions of User(follow_request_sent=False, has_extended_profile=False, profile_use_background_image=True, _json={u'follow_request_sent': False, u'has_extended_profile': False, u'profile_use_background_image': True, u'default_profile_image': False, u'id': 92995708, u'profile_background_image_url_https': u'https://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', u'verified': False, u'profile_text_color': u'333333', u'profile_image_url_https': u'https://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', u'profile_sidebar_fill_color': u'EFEFEF', u'entities': {u'url': {u'urls': [{u'url': u'http://t.co/HxWqpdIGNV', u'indices': [0, 22], u'expanded_url': u'http://Coolrunningdjs.com/Dj-Jus/Swagg', u'display_url': u'Coolrunningdjs.com/Dj-Jus/Swagg'}]}, u'description': {u'urls': [{u'url': u'http://t.co/tF9rrmSF3h', u'indices': [42, 64], u'expanded_url': u'http://OGBIGGARANKINRADIO.COM', u'display_url': u'OGBIGGARANKINRADIO.COM'}]}}, u'followers_count': 4125, u'profile_sidebar_border_color': u'FFFFFF', u'id_str': u'92995708', u'profile_background_color': u'131516', u'listed_count': 81, u'is_translation_enabled': False, u'utc_offset': -18000, u'statuses_count': 120342, u'description': u'#TeamBiggaRankin #CoolRunningDjs | PD for http://t.co/tF9rrmSF3h | DC-ATL | Mixtape Host | VDJ | On-Air Personality | #EDMlife #StreetEDM |', u'friends_count': 2318, u'location': u'Washington, DC', u'profile_link_color': u'009999', u'profile_image_url': u'http://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', u'following': False, u'geo_enabled': False, u'profile_banner_url': u'https://pbs.twimg.com/profile_banners/92995708/1414946565', u'profile_background_image_url': u'http://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', u'screen_name': u'iDJswagg', u'lang': u'en', u'profile_background_tile': True, u'favourites_count': 2238, u'name': u'Jus Swagg', u'notifications': False, u'url': u'http://t.co/HxWqpdIGNV', u'created_at': u'Fri Nov 27 16:06:23 +0000 2009', u'contributors_enabled': False, u'time_zone': u'Central Time (US & Canada)', u'protected': False, u'default_profile': False, u'is_translator': False}, time_zone=u'Central Time (US & Canada)', id=92995708, _api=<tweepy.api.API object at 0x00000000041822E8>, verified=False, profile_text_color=u'333333', profile_image_url_https=u'https://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', profile_sidebar_fill_color=u'EFEFEF', is_translator=False, geo_enabled=False, entities={u'url': {u'urls': [{u'url': u'http://t.co/HxWqpdIGNV', u'indices': [0, 22], u'expanded_url': u'http://Coolrunningdjs.com/Dj-Jus/Swagg', u'display_url': u'Coolrunningdjs.com/Dj-Jus/Swagg'}]}, u'description': {u'urls': [{u'url': u'http://t.co/tF9rrmSF3h', u'indices': [42, 64], u'expanded_url': u'http://OGBIGGARANKINRADIO.COM', u'display_url': u'OGBIGGARANKINRADIO.COM'}]}}, followers_count=4125, protected=False, id_str=u'92995708', default_profile_image=False, listed_count=81, lang=u'en', utc_offset=-18000, statuses_count=120342, description=u'#TeamBiggaRankin #CoolRunningDjs | PD for http://t.co/tF9rrmSF3h | DC-ATL | Mixtape Host | VDJ | On-Air Personality | #EDMlife #StreetEDM |', friends_count=2318, profile_link_color=u'009999', profile_image_url=u'http://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', notifications=False, profile_background_image_url_https=u'https://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', profile_background_color=u'131516', profile_banner_url=u'https://pbs.twimg.com/profile_banners/92995708/1414946565', profile_background_image_url=u'http://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', name=u'Jus Swagg', is_translation_enabled=False, profile_background_tile=True, favourites_count=2238, screen_name=u'iDJswagg', url=u'http://t.co/HxWqpdIGNV', created_at=datetime.datetime(2009, 11, 27, 16, 6, 23), contributors_enabled=False, location=u'Washington, DC', profile_sidebar_border_color=u'FFFFFF', default_profile=False, following=False)>


location : Washington, DC


name : Jus Swagg


notifications : False


parse : <bound method type.parse of <class 'tweepy.models.User'>>


parse_list : <bound method type.parse_list of <class 'tweepy.models.User'>>


profile_background_color : 131516


profile_background_image_url : http://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg


profile_background_image_url_https : https://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg


profile_background_tile : True


profile_banner_url : https://pbs.twimg.com/profile_banners/92995708/1414946565


profile_image_url : http://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg


profile_image_url_https : https://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg


profile_link_color : 009999


profile_sidebar_border_color : FFFFFF


profile_sidebar_fill_color : EFEFEF


profile_text_color : 333333


profile_use_background_image : True


protected : False


screen_name : iDJswagg


statuses_count : 120342


time_zone : Central Time (US & Canada)


timeline : <bound method User.timeline of User(follow_request_sent=False, has_extended_profile=False, profile_use_background_image=True, _json={u'follow_request_sent': False, u'has_extended_profile': False, u'profile_use_background_image': True, u'default_profile_image': False, u'id': 92995708, u'profile_background_image_url_https': u'https://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', u'verified': False, u'profile_text_color': u'333333', u'profile_image_url_https': u'https://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', u'profile_sidebar_fill_color': u'EFEFEF', u'entities': {u'url': {u'urls': [{u'url': u'http://t.co/HxWqpdIGNV', u'indices': [0, 22], u'expanded_url': u'http://Coolrunningdjs.com/Dj-Jus/Swagg', u'display_url': u'Coolrunningdjs.com/Dj-Jus/Swagg'}]}, u'description': {u'urls': [{u'url': u'http://t.co/tF9rrmSF3h', u'indices': [42, 64], u'expanded_url': u'http://OGBIGGARANKINRADIO.COM', u'display_url': u'OGBIGGARANKINRADIO.COM'}]}}, u'followers_count': 4125, u'profile_sidebar_border_color': u'FFFFFF', u'id_str': u'92995708', u'profile_background_color': u'131516', u'listed_count': 81, u'is_translation_enabled': False, u'utc_offset': -18000, u'statuses_count': 120342, u'description': u'#TeamBiggaRankin #CoolRunningDjs | PD for http://t.co/tF9rrmSF3h | DC-ATL | Mixtape Host | VDJ | On-Air Personality | #EDMlife #StreetEDM |', u'friends_count': 2318, u'location': u'Washington, DC', u'profile_link_color': u'009999', u'profile_image_url': u'http://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', u'following': False, u'geo_enabled': False, u'profile_banner_url': u'https://pbs.twimg.com/profile_banners/92995708/1414946565', u'profile_background_image_url': u'http://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', u'screen_name': u'iDJswagg', u'lang': u'en', u'profile_background_tile': True, u'favourites_count': 2238, u'name': u'Jus Swagg', u'notifications': False, u'url': u'http://t.co/HxWqpdIGNV', u'created_at': u'Fri Nov 27 16:06:23 +0000 2009', u'contributors_enabled': False, u'time_zone': u'Central Time (US & Canada)', u'protected': False, u'default_profile': False, u'is_translator': False}, time_zone=u'Central Time (US & Canada)', id=92995708, _api=<tweepy.api.API object at 0x00000000041822E8>, verified=False, profile_text_color=u'333333', profile_image_url_https=u'https://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', profile_sidebar_fill_color=u'EFEFEF', is_translator=False, geo_enabled=False, entities={u'url': {u'urls': [{u'url': u'http://t.co/HxWqpdIGNV', u'indices': [0, 22], u'expanded_url': u'http://Coolrunningdjs.com/Dj-Jus/Swagg', u'display_url': u'Coolrunningdjs.com/Dj-Jus/Swagg'}]}, u'description': {u'urls': [{u'url': u'http://t.co/tF9rrmSF3h', u'indices': [42, 64], u'expanded_url': u'http://OGBIGGARANKINRADIO.COM', u'display_url': u'OGBIGGARANKINRADIO.COM'}]}}, followers_count=4125, protected=False, id_str=u'92995708', default_profile_image=False, listed_count=81, lang=u'en', utc_offset=-18000, statuses_count=120342, description=u'#TeamBiggaRankin #CoolRunningDjs | PD for http://t.co/tF9rrmSF3h | DC-ATL | Mixtape Host | VDJ | On-Air Personality | #EDMlife #StreetEDM |', friends_count=2318, profile_link_color=u'009999', profile_image_url=u'http://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', notifications=False, profile_background_image_url_https=u'https://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', profile_background_color=u'131516', profile_banner_url=u'https://pbs.twimg.com/profile_banners/92995708/1414946565', profile_background_image_url=u'http://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', name=u'Jus Swagg', is_translation_enabled=False, profile_background_tile=True, favourites_count=2238, screen_name=u'iDJswagg', url=u'http://t.co/HxWqpdIGNV', created_at=datetime.datetime(2009, 11, 27, 16, 6, 23), contributors_enabled=False, location=u'Washington, DC', profile_sidebar_border_color=u'FFFFFF', default_profile=False, following=False)>


unfollow : <bound method User.unfollow of User(follow_request_sent=False, has_extended_profile=False, profile_use_background_image=True, _json={u'follow_request_sent': False, u'has_extended_profile': False, u'profile_use_background_image': True, u'default_profile_image': False, u'id': 92995708, u'profile_background_image_url_https': u'https://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', u'verified': False, u'profile_text_color': u'333333', u'profile_image_url_https': u'https://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', u'profile_sidebar_fill_color': u'EFEFEF', u'entities': {u'url': {u'urls': [{u'url': u'http://t.co/HxWqpdIGNV', u'indices': [0, 22], u'expanded_url': u'http://Coolrunningdjs.com/Dj-Jus/Swagg', u'display_url': u'Coolrunningdjs.com/Dj-Jus/Swagg'}]}, u'description': {u'urls': [{u'url': u'http://t.co/tF9rrmSF3h', u'indices': [42, 64], u'expanded_url': u'http://OGBIGGARANKINRADIO.COM', u'display_url': u'OGBIGGARANKINRADIO.COM'}]}}, u'followers_count': 4125, u'profile_sidebar_border_color': u'FFFFFF', u'id_str': u'92995708', u'profile_background_color': u'131516', u'listed_count': 81, u'is_translation_enabled': False, u'utc_offset': -18000, u'statuses_count': 120342, u'description': u'#TeamBiggaRankin #CoolRunningDjs | PD for http://t.co/tF9rrmSF3h | DC-ATL | Mixtape Host | VDJ | On-Air Personality | #EDMlife #StreetEDM |', u'friends_count': 2318, u'location': u'Washington, DC', u'profile_link_color': u'009999', u'profile_image_url': u'http://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', u'following': False, u'geo_enabled': False, u'profile_banner_url': u'https://pbs.twimg.com/profile_banners/92995708/1414946565', u'profile_background_image_url': u'http://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', u'screen_name': u'iDJswagg', u'lang': u'en', u'profile_background_tile': True, u'favourites_count': 2238, u'name': u'Jus Swagg', u'notifications': False, u'url': u'http://t.co/HxWqpdIGNV', u'created_at': u'Fri Nov 27 16:06:23 +0000 2009', u'contributors_enabled': False, u'time_zone': u'Central Time (US & Canada)', u'protected': False, u'default_profile': False, u'is_translator': False}, time_zone=u'Central Time (US & Canada)', id=92995708, _api=<tweepy.api.API object at 0x00000000041822E8>, verified=False, profile_text_color=u'333333', profile_image_url_https=u'https://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', profile_sidebar_fill_color=u'EFEFEF', is_translator=False, geo_enabled=False, entities={u'url': {u'urls': [{u'url': u'http://t.co/HxWqpdIGNV', u'indices': [0, 22], u'expanded_url': u'http://Coolrunningdjs.com/Dj-Jus/Swagg', u'display_url': u'Coolrunningdjs.com/Dj-Jus/Swagg'}]}, u'description': {u'urls': [{u'url': u'http://t.co/tF9rrmSF3h', u'indices': [42, 64], u'expanded_url': u'http://OGBIGGARANKINRADIO.COM', u'display_url': u'OGBIGGARANKINRADIO.COM'}]}}, followers_count=4125, protected=False, id_str=u'92995708', default_profile_image=False, listed_count=81, lang=u'en', utc_offset=-18000, statuses_count=120342, description=u'#TeamBiggaRankin #CoolRunningDjs | PD for http://t.co/tF9rrmSF3h | DC-ATL | Mixtape Host | VDJ | On-Air Personality | #EDMlife #StreetEDM |', friends_count=2318, profile_link_color=u'009999', profile_image_url=u'http://pbs.twimg.com/profile_images/562261460743888896/EyHn92f1_normal.jpeg', notifications=False, profile_background_image_url_https=u'https://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', profile_background_color=u'131516', profile_banner_url=u'https://pbs.twimg.com/profile_banners/92995708/1414946565', profile_background_image_url=u'http://pbs.twimg.com/profile_background_images/740859248/1ff2369efc30f05c45b48f93486b8d37.jpeg', name=u'Jus Swagg', is_translation_enabled=False, profile_background_tile=True, favourites_count=2238, screen_name=u'iDJswagg', url=u'http://t.co/HxWqpdIGNV', created_at=datetime.datetime(2009, 11, 27, 16, 6, 23), contributors_enabled=False, location=u'Washington, DC', profile_sidebar_border_color=u'FFFFFF', default_profile=False, following=False)>


url : http://t.co/HxWqpdIGNV


utc_offset : -18000


verified : False

using Cursor

using cursor can get more data than run api.search directly.

results = []
for tweet in tweepy.Cursor(api.search, q = "Hiliary").items(100):
    results.append(tweet)

print len(results)
100
print type(results[29].place)
print results[29].place

save data to pandas dataframe for analysis

import pandas as pd

def twdf(results):
    idlist = [tweet.id for tweet in results]
    df = pd.DataFrame(idlist, columns = ["id"])
    # tweet data
    df["text"] = map(lambda x: x.text, results)
    df["created_at"] = [tweet.created_at for tweet in results]
    df["retweet_count"] = [tweet.retweet_count for tweet in results]
    df["favorite_count"] = [tweet.favorite_count for tweet in results]
    df["source"] = [tweet.source for tweet in results]
    df["coordinates "] = [tweet.coordinates for tweet in results]
    df["country"] = map(lambda tw: tw.place.country if tw.place != None else None, results)
    # User Data
    df["user_id"] = [tweet.author.id for tweet in results]
    df["user_screen_name"] = [tweet.author.screen_name for tweet in results]
    df["user_name"] = [tweet.author.name for tweet in results]
    df["user_created_at"] = [tweet.author.created_at for tweet in results]
    df["user_description"] = [tweet.author.description for tweet in results]
    df["user_followers_count"] = [tweet.author.followers_count for tweet in results]
    df["user_friends_count"] = [tweet.author.friends_count for tweet in results]
    df["user_location"] = [tweet.author.location for tweet in results]
    return df

tweetdf = twdf(results)
import matplotlib.pyplot as plt
from matplotlib import style
%matplotlib inline
plt.rcParams['figure.figsize'] = (16, 12)

style.use('ggplot')

plt.subplot(1, 1, 1)
plt.title("Tweets about 'Hiliary' and retweet counts")
plt.plot(range(1, tweetdf.shape[0] + 1), tweetdf.retweet_count, label = "retweet count")
plt.plot(range(1, tweetdf.shape[0] + 1), tweetdf.favorite_count, label = "favorite count")
plt.xticks(range(1, tweetdf.shape[0] + 1)[::50], tweetdf.created_at[::50])
plt.legend()
plt.tight_layout()
plt.show()

png

2. streaming API

Twitter streaming API can help to download tweets much more than RESTful API. It will stream data all the time once it is running. This stream is endless. The only way that could stop this stream are:

  • If you closed your connection to the streaming response
  • If your connection speed is not capable of receiving data and the servers buffer is filling up

This means that this process will be using the thread that it was launched from until it is stopped. In production, you should always start this in a different thread or process to make sure your software doesn't freeze until you stop the stream.

consumer_key = 'xxxxxxxxxxxxxxxxx'
consumer_secret = 'xxxxxxxxxxxxxxxx'
access_token = 'xxxxxxxxxxxxxxxxxxx'
access_token_secret = 'xxxxxxxxxxxxxxxxxxxxxxxx'

auth = tweepy.OAuthHandler(consumer_key, consumer_secret)
auth.set_access_token(access_token, access_token_secret)
auth.secure = True
api = tweepy.API(auth)

start a streaming process

class MyStreamListener(tweepy.StreamListener):

    def __init__(self, *args, **kwargs):
        super(MyStreamListener, self).__init__()

    def on_data(self, data):
        try:
            with open(r'J:\tweetstream.json', 'a') as f:
                f.write(data)
                return True
        except Exception as e:
            print str(e)
        return True


myStream = tweepy.Stream(auth = api.auth, listener=MyStreamListener())

while True:
    try:
        myStream.filter(track=['Trump', 'Hiliary'])
    except Exception as e:
        print e
        time.sleep(20)
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