In [1]:
from loader import load_michigan_tweets, load_michigan_unretreived_tweet_ids
In [2]:
michigan_tweets = load_michigan_tweets() # a list of dictionaries
michigan_unretreived_tweet_ids = load_michigan_unretreived_tweet_ids()
In [4]:
tweet_ids = []
for tweet in michigan_tweets:
tweet_id = tweet['id_str']
tweet_ids.append(tweet_id)
In [5]:
for tweet_id in michigan_unretreived_tweet_ids:
if tweet_id in tweet_ids:
print(tweet_id)
793499115028111360
793587628041834496
793603172103229440
793609072343916544
793624730708377600
793828410166505472
793934794908401664
794589679043612672
794605993107881984
795050759662530560
795062896891985920
795105373002854400
795360271275593728
795413691302891520
795763659427500032
795795076773462016
795967570251837440
795972458587258880
796004693709352960
796421146778501120
796888513090355200
797143341632720896
797196011085111296
797216636143079424
793663739681644544
793283890282688512
793587039224655872
793630659592028160
794030138161852416
794535704864968704
795263193673322496
795695338912907264
795768876931969024
795973243157049344
796063788076306432
796227257840861184
796806678234726400
In [6]:
ids = [793499115028111360, 793587628041834496, 793603172103229440, 793609072343916544, 793624730708377600, 793828410166505472, 793934794908401664, 794589679043612672, 794605993107881984, 795050759662530560, 795062896891985920, 795105373002854400, 795360271275593728, 795413691302891520, 795763659427500032, 795795076773462016, 795967570251837440, 795972458587258880, 796004693709352960, 796421146778501120, 796888513090355200, 797143341632720896, 797196011085111296, 797216636143079424, 793663739681644544, 793283890282688512, 793587039224655872, 793630659592028160, 794030138161852416, 794535704864968704, 795263193673322496, 795695338912907264, 795768876931969024, 795973243157049344, 796063788076306432, 796227257840861184, 796806678234726400]
ids = [str(x) for x in ids]
print(len(ids))
37
In [7]:
print(142281 - 142249)
32
In [9]:
from downloader import *
twitter_api = access_twitter_api()
tweet_ids = ids
tweets = get_tweets_from_tweet_ids(twitter_api, tweet_ids)
Downloaded 3 tweets.
Finished downloading chunk 1 of 1 (chunk id 0). 3 tweets downloaded so far.
Finished downloading 3 tweets!
In [11]:
for tweet in tweets:
print(tweet['id_str'])
796888513090355200
796421146778501120
794589679043612672
In [14]:
missing_ids = [793266471669420032, 793266527680204800, 793266595103670272, 793266687344840704, 793266786879713280, 793266822053261312, 793266844035579904, 793266943033769984, 793266956971323520, 793267110025781120, 793267136978358272, 793267140266602496, 793267152912519040, 793267188538814464, 793267240778895360, 793267263549894528, 793267298052157440, 793267339533905920, 793267377248935808, 793267385046331520, 793267437441462272, 793267483658432512, 793267517879881728]
missing_ids = [str(x) for x in missing_ids]
twitter_api = access_twitter_api()
tweet_ids = missing_ids
tweets = get_tweets_from_tweet_ids(twitter_api, tweet_ids)
for tweet in tweets:
print(tweet['id_str'])
Downloaded 10 tweets.
Finished downloading chunk 1 of 1 (chunk id 0). 10 tweets downloaded so far.
Finished downloading 10 tweets!
793267136978358272
793267298052157440
793266822053261312
793267188538814464
793267140266602496
793266844035579904
793266471669420032
793267339533905920
793267437441462272
793266943033769984
In [15]:
# print(tweets)
[{'created_at': 'Tue Nov 01 01:43:18 +0000 2016', 'id': 793267136978358272, 'id_str': '793267136978358272', 'text': 'RT @PAMsLOvE: #Huma Abedin Got Three Paychecks From State Dept., The Foundation, And #Clinton -Affiliated Consulting Firm https://t.co/edMA…', 'truncated': False, 'entities': {'hashtags': [{'text': 'Huma', 'indices': [14, 19]}, {'text': 'Clinton', 'indices': [85, 93]}], 'symbols': [], 'user_mentions': [{'screen_name': 'PAMsLOvE', 'name': '❤Ƥ▲ϻ(❛‿❛)❤', 'id': 20897273, 'id_str': '20897273', 'indices': [3, 12]}], 'urls': []}, 'source': '<a href="http://twitter.com/download/iphone" rel="nofollow">Twitter for iPhone</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 28569011, 'id_str': '28569011', 'name': 'MAGA Save The USA', 'screen_name': 'KldudePap', 'location': 'United States', 'description': "Life Member of HOG, Deplorable Bitter Clinger, Harley's, GOD, Guns, and the Constitution of the United States. MAGA", 'url': None, 'entities': {'description': {'urls': []}}, 'protected': False, 'followers_count': 2141, 'friends_count': 4921, 'listed_count': 79, 'created_at': 'Fri Apr 03 14:07:11 +0000 2009', 'favourites_count': 4124, 'utc_offset': -18000, 'time_zone': 'Central Time (US & Canada)', 'geo_enabled': False, 'verified': False, 'statuses_count': 71851, 'lang': 'en', 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': 'C0DEED', 'profile_background_image_url': 'http://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_image_url_https': 'https://abs.twimg.com/images/themes/theme1/bg.png', 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/831451527550267392/LINHKTQq_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/831451527550267392/LINHKTQq_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/28569011/1487068469', 'profile_link_color': '1DA1F2', 'profile_sidebar_border_color': 'C0DEED', 'profile_sidebar_fill_color': 'DDEEF6', 'profile_text_color': '333333', 'profile_use_background_image': True, 'has_extended_profile': False, 'default_profile': True, 'default_profile_image': False, 'following': None, 'follow_request_sent': None, 'notifications': None, 'translator_type': 'none'}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'retweeted_status': {'created_at': 'Tue Nov 01 01:12:38 +0000 2016', 'id': 793259419911933952, 'id_str': '793259419911933952', 'text': '#Huma Abedin Got Three Paychecks From State Dept., The Foundation, And #Clinton -Affiliated Consulting Firm https://t.co/edMAWtbCzW', 'truncated': False, 'entities': {'hashtags': [{'text': 'Huma', 'indices': [0, 5]}, {'text': 'Clinton', 'indices': [71, 79]}], 'symbols': [], 'user_mentions': [], 'urls': [{'url': 'https://t.co/edMAWtbCzW', 'expanded_url': 'http://townhall.com/tipsheet/mattvespa/2016/10/31/ms-moneybags-huma-abedin-was-drawing-three-paychecks-from-state-the-foundation-and-clintonaffiliated-consulting-firm-n2238864', 'display_url': 'townhall.com/tipsheet/mattv…', 'indices': [108, 131]}]}, 'source': '<a href="http://twitter.com" rel="nofollow">Twitter Web Client</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 20897273, 'id_str': '20897273', 'name': '❤Ƥ▲ϻ(❛‿❛)❤', 'screen_name': 'PAMsLOvE', 'location': 'Colorado Springs, CO', 'description': 'ι ℓσνє αηιмαℓѕ & αℓℓ σƒ му ʍαทy ρєтѕ❣ ❥⊰✿ᎥᎷ ᏕᎷᏗᏒᏖ⊰✿ᏕᎧᎷᏋᏖᎥᎷᏋᏕ Ꮧ ᏕᎷᏗᏒᏖ ᏗᏕᏕ⊰✿Ꮧ ᏕᎧᎷᏋᏇᏂᏗᏖ ᏕᎥᏝᏝᎩ ᏕᎷᏗᏒᏖ ᏗᏕᏕ⊰✿ ;D #Ƒ4Ƒ ♥ ʳᵗˢ ᵃʳᵉ ᵐºˢᵗˡʸ ᵉⁿᵈºʳˢᵉᵐᵉⁿᵗˢ #ŢŁōŢ', 'url': 'https://t.co/UMIbRvuEWp', 'entities': {'url': {'urls': [{'url': 'https://t.co/UMIbRvuEWp', 'expanded_url': 'http://pamslove.tumblr.com', 'display_url': 'pamslove.tumblr.com', 'indices': [0, 23]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 712555, 'friends_count': 708905, 'listed_count': 3893, 'created_at': 'Sun Feb 15 06:40:36 +0000 2009', 'favourites_count': 101, 'utc_offset': -21600, 'time_zone': 'Mountain Time (US & Canada)', 'geo_enabled': False, 'verified': False, 'statuses_count': 179421, 'lang': 'en', 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': 'F5E1BC', 'profile_background_image_url': 'http://pbs.twimg.com/profile_background_images/158706671/x83114eb9dab1d09f69ceef30aace92d.jpg', 'profile_background_image_url_https': 'https://pbs.twimg.com/profile_background_images/158706671/x83114eb9dab1d09f69ceef30aace92d.jpg', 'profile_background_tile': True, 'profile_image_url': 'http://pbs.twimg.com/profile_images/633190751095033857/T3p4iHwm_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/633190751095033857/T3p4iHwm_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/20897273/1439715019', 'profile_link_color': 'CC6699', 'profile_sidebar_border_color': 'FFFFFF', 'profile_sidebar_fill_color': 'FCF8D6', 'profile_text_color': 'BA2C2C', 'profile_use_background_image': True, 'has_extended_profile': True, 'default_profile': False, 'default_profile_image': False, 'following': None, 'follow_request_sent': None, 'notifications': None, 'translator_type': 'none'}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 35, 'favorite_count': 18, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'lang': 'en'}, 'is_quote_status': False, 'retweet_count': 35, 'favorite_count': 0, 'favorited': False, 'retweeted': False, 'lang': 'en'}, {'created_at': 'Tue Nov 01 01:43:56 +0000 2016', 'id': 793267298052157440, 'id_str': '793267298052157440', 'text': 'RT @gerfingerpoken: Clinton Thug Robert Creamer Planned Obamacare in Jail - American Thinker - #MAGA #PJNET https://t.co/a285QNtlyu https…', 'truncated': False, 'entities': {'hashtags': [{'text': 'MAGA', 'indices': [95, 100]}, {'text': 'PJNET', 'indices': [101, 107]}], 'symbols': [], 'user_mentions': [{'screen_name': 'gerfingerpoken', 'name': 'Daniel John Sobieski', 'id': 96442308, 'id_str': '96442308', 'indices': [3, 18]}], 'urls': [{'url': 'https://t.co/a285QNtlyu', 'expanded_url': 'http://bit.ly/2f1zwhp', 'display_url': 'bit.ly/2f1zwhp', 'indices': [109, 132]}]}, 'source': '<a href="http://twitter.com" rel="nofollow">Twitter Web Client</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 20754187, 'id_str': '20754187', 'name': 'Cindy McCaffrey', 'screen_name': 'cmccaff542', 'location': 'Michigan', 'description': '❤️the thoughtful foresight of our founders; rule of law & self reliance. #1A #2A #10A #LEOs #Veterans #Patriots #SafeVaccines 🚫GMO 🚫Identity Politics 🚫SJW', 'url': None, 'entities': {'description': {'urls': []}}, 'protected': False, 'followers_count': 1882, 'friends_count': 2308, 'listed_count': 0, 'created_at': 'Fri Feb 13 07:20:48 +0000 2009', 'favourites_count': 2376, 'utc_offset': -18000, 'time_zone': 'Central Time (US & Canada)', 'geo_enabled': False, 'verified': False, 'statuses_count': 14332, 'lang': 'en', 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '022330', 'profile_background_image_url': 'http://pbs.twimg.com/profile_background_images/620177961/x90el1ilidjesp2rquxi.jpeg', 'profile_background_image_url_https': 'https://pbs.twimg.com/profile_background_images/620177961/x90el1ilidjesp2rquxi.jpeg', 'profile_background_tile': True, 'profile_image_url': 'http://pbs.twimg.com/profile_images/906720777084555265/n4wjOh8G_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/906720777084555265/n4wjOh8G_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/20754187/1477355519', 'profile_link_color': '1B95E0', 'profile_sidebar_border_color': 'A8C7F7', 'profile_sidebar_fill_color': 'C0DFEC', 'profile_text_color': '333333', 'profile_use_background_image': True, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': None, 'follow_request_sent': None, 'notifications': None, 'translator_type': 'none'}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'retweeted_status': {'created_at': 'Tue Nov 01 01:39:30 +0000 2016', 'id': 793266179506786306, 'id_str': '793266179506786306', 'text': 'Clinton Thug Robert Creamer Planned Obamacare in Jail - American Thinker - #MAGA #PJNET https://t.co/a285QNtlyu https://t.co/EbcHUkE4hI', 'truncated': False, 'entities': {'hashtags': [{'text': 'MAGA', 'indices': [75, 80]}, {'text': 'PJNET', 'indices': [81, 87]}], 'symbols': [], 'user_mentions': [], 'urls': [{'url': 'https://t.co/a285QNtlyu', 'expanded_url': 'http://bit.ly/2f1zwhp', 'display_url': 'bit.ly/2f1zwhp', 'indices': [89, 112]}], 'media': [{'id': 789876222083887104, 'id_str': '789876222083887104', 'indices': [114, 137], 'media_url': 'http://pbs.twimg.com/media/CvY0PTHWcAAGlGE.jpg', 'media_url_https': 'https://pbs.twimg.com/media/CvY0PTHWcAAGlGE.jpg', 'url': 'https://t.co/EbcHUkE4hI', 'display_url': 'pic.twitter.com/EbcHUkE4hI', 'expanded_url': 'https://twitter.com/gerfingerpoken/status/789876243260813312/photo/1', 'type': 'photo', 'sizes': {'medium': {'w': 489, 'h': 246, 'resize': 'fit'}, 'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'small': {'w': 489, 'h': 246, 'resize': 'fit'}, 'large': {'w': 489, 'h': 246, 'resize': 'fit'}}, 'source_status_id': 789876243260813312, 'source_status_id_str': '789876243260813312', 'source_user_id': 96442308, 'source_user_id_str': '96442308'}]}, 'extended_entities': {'media': [{'id': 789876222083887104, 'id_str': '789876222083887104', 'indices': [114, 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'screen_name': 'gerfingerpoken', 'location': "People's Republic of Chicago", 'description': 'A Deplorable followed by @seanhannity @RealJamesWoods @michellemalkin @WayneDupreeShow #MAGA #PJNET #GunsSaveLives #UnbornLivesMatter #RedNationRising #2A', 'url': 'http://t.co/7CZFHhG4up', 'entities': {'url': {'urls': [{'url': 'http://t.co/7CZFHhG4up', 'expanded_url': 'http://www.americanthinker.com/author/daniel_john_sobieski/', 'display_url': 'americanthinker.com/author/daniel_…', 'indices': [0, 22]}]}, 'description': {'urls': []}}, 'protected': False, 'followers_count': 58081, 'friends_count': 26687, 'listed_count': 1072, 'created_at': 'Sat Dec 12 23:38:13 +0000 2009', 'favourites_count': 14197, 'utc_offset': -18000, 'time_zone': 'Central Time (US & Canada)', 'geo_enabled': True, 'verified': False, 'statuses_count': 1149774, 'lang': 'en', 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': '131516', 'profile_background_image_url': 'http://pbs.twimg.com/profile_background_images/553282631479988225/WAHYXyKD.jpeg', 'profile_background_image_url_https': 'https://pbs.twimg.com/profile_background_images/553282631479988225/WAHYXyKD.jpeg', 'profile_background_tile': True, 'profile_image_url': 'http://pbs.twimg.com/profile_images/904424248550285314/fgH0f3UF_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/904424248550285314/fgH0f3UF_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/96442308/1462369313', 'profile_link_color': 'DD2E44', 'profile_sidebar_border_color': 'FFFFFF', 'profile_sidebar_fill_color': 'EFEFEF', 'profile_text_color': '333333', 'profile_use_background_image': True, 'has_extended_profile': False, 'default_profile': False, 'default_profile_image': False, 'following': None, 'follow_request_sent': None, 'notifications': None, 'translator_type': 'none'}, 'geo': None, 'coordinates': None, 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 29, 'favorite_count': 18, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'lang': 'en'}, 'is_quote_status': False, 'retweet_count': 29, 'favorite_count': 0, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'lang': 'en'}, {'created_at': 'Tue Nov 01 01:42:03 +0000 2016', 'id': 793266822053261312, 'id_str': '793266822053261312', 'text': 'RT @SandraTXAS: Trey Gowdy, our next AG, explains to liberals the Hillary email situation\n#Hillary #ImWithHer not!\n#MAGA #AmericaFirst #Tru…', 'truncated': False, 'entities': {'hashtags': [{'text': 'Hillary', 'indices': [90, 98]}, {'text': 'ImWithHer', 'indices': [99, 109]}, {'text': 'MAGA', 'indices': [115, 120]}, {'text': 'AmericaFirst', 'indices': [121, 134]}], 'symbols': [], 'user_mentions': [{'screen_name': 'SandraTXAS', 'name': 'Տᗩᑎᗪᖇᗩ ن Russian Bot', 'id': 33529092, 'id_str': '33529092', 'indices': [3, 14]}], 'urls': []}, 'source': '<a href="http://twitter.com" rel="nofollow">Twitter Web Client</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 3382396089, 'id_str': '3382396089', 'name': 'atticonline', 'screen_name': 'atticsonline', 'location': 'Michigan, USA', 'description': 'Proud daughter and full time caregiver of my father a WWII disabled veteran. Pro life, Christian. 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In [ ]:
Content source: pawarren/Fake-News-Echo-Chambers
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