Twitter a Social Media Scrape#
What is the Twitterverse Discussing?#
# The Yahoo! Where On Earth ID for the entire world is 1.
# See https://dev.twitter.com/docs/api/1.1/get/trends/place and
# http://developer.yahoo.com/geo/geoplanet/
WORLD_WOE_ID = 1
US_WOE_ID = 23424977
# Prefix ID with the underscore for query string parameterization.
# Without the underscore, the twitter package appends the ID value
# to the URL itself as a special case keyword argument.
world_trends = mathcs_twitter_api.trends.place(_id=WORLD_WOE_ID)
us_trends = mathcs_twitter_api.trends.place(_id=US_WOE_ID)
for i in range(10):
print(world_trends[0]['trends'][i]['query'])
%23MelodicVoiceINDay
%23%EC%9D%B4%EC%97%94%EC%9D%B4_%EB%AF%B8%EC%86%8C%EA%B0%80_%EC%84%B8%EC%83%81%EC%9D%84_%EB%B0%9D%ED%9E%8C%EB%82%A0
%23HappyINDay
%22ExtraordINary+DAY%22
%22Jason+Roy%22
%23QGvsLQ
Euphoria
%22LET+SOMEBODY+GO+MUSIC+VIDEO%22
%23%D8%AD%D9%84%D9%85_%D8%A7%D9%84%D9%86%D9%87%D8%A7%D9%8A%D9%8A_%D9%8A%D8%A7_%D8%A7%D9%87%D9%84%D9%8A
%22Wordle+234%22
for i in range(3):
print(us_trends[0]['trends'][i]['query'])
%23MondayMotivation
%22Wordle+233+X%22
%22Pusha+T%22
Here is a nicer display of the data using json package. JSON is anotherway to store data and is utilized in many no-sql databases.
import json
print(json.dumps(world_trends, indent=1))
print(json.dumps(us_trends, indent=1))
[
{
"trends": [
{
"name": "#MelodicVoiceINDay",
"url": "http://twitter.com/search?q=%23MelodicVoiceINDay",
"promoted_content": null,
"query": "%23MelodicVoiceINDay",
"tweet_volume": 268594
},
{
"name": "#\uc774\uc5d4\uc774_\ubbf8\uc18c\uac00_\uc138\uc0c1\uc744_\ubc1d\ud78c\ub0a0",
"url": "http://twitter.com/search?q=%23%EC%9D%B4%EC%97%94%EC%9D%B4_%EB%AF%B8%EC%86%8C%EA%B0%80_%EC%84%B8%EC%83%81%EC%9D%84_%EB%B0%9D%ED%9E%8C%EB%82%A0",
"promoted_content": null,
"query": "%23%EC%9D%B4%EC%97%94%EC%9D%B4_%EB%AF%B8%EC%86%8C%EA%B0%80_%EC%84%B8%EC%83%81%EC%9D%84_%EB%B0%9D%ED%9E%8C%EB%82%A0",
"tweet_volume": 238069
},
{
"name": "#HappyINDay",
"url": "http://twitter.com/search?q=%23HappyINDay",
"promoted_content": null,
"query": "%23HappyINDay",
"tweet_volume": 355991
},
{
"name": "ExtraordINary DAY",
"url": "http://twitter.com/search?q=%22ExtraordINary+DAY%22",
"promoted_content": null,
"query": "%22ExtraordINary+DAY%22",
"tweet_volume": 190416
},
{
"name": "Jason Roy",
"url": "http://twitter.com/search?q=%22Jason+Roy%22",
"promoted_content": null,
"query": "%22Jason+Roy%22",
"tweet_volume": 12589
},
{
"name": "#QGvsLQ",
"url": "http://twitter.com/search?q=%23QGvsLQ",
"promoted_content": null,
"query": "%23QGvsLQ",
"tweet_volume": null
},
{
"name": "Euphoria",
"url": "http://twitter.com/search?q=Euphoria",
"promoted_content": null,
"query": "Euphoria",
"tweet_volume": 1744336
},
{
"name": "LET SOMEBODY GO MUSIC VIDEO",
"url": "http://twitter.com/search?q=%22LET+SOMEBODY+GO+MUSIC+VIDEO%22",
"promoted_content": null,
"query": "%22LET+SOMEBODY+GO+MUSIC+VIDEO%22",
"tweet_volume": 25975
},
{
"name": "#\u062d\u0644\u0645_\u0627\u0644\u0646\u0647\u0627\u064a\u064a_\u064a\u0627_\u0627\u0647\u0644\u064a",
"url": "http://twitter.com/search?q=%23%D8%AD%D9%84%D9%85_%D8%A7%D9%84%D9%86%D9%87%D8%A7%D9%8A%D9%8A_%D9%8A%D8%A7_%D8%A7%D9%87%D9%84%D9%8A",
"promoted_content": null,
"query": "%23%D8%AD%D9%84%D9%85_%D8%A7%D9%84%D9%86%D9%87%D8%A7%D9%8A%D9%8A_%D9%8A%D8%A7_%D8%A7%D9%87%D9%84%D9%8A",
"tweet_volume": 145044
},
{
"name": "Wordle 234",
"url": "http://twitter.com/search?q=%22Wordle+234%22",
"promoted_content": null,
"query": "%22Wordle+234%22",
"tweet_volume": 31501
},
{
"name": "Motorine 80",
"url": "http://twitter.com/search?q=%22Motorine+80%22",
"promoted_content": null,
"query": "%22Motorine+80%22",
"tweet_volume": 14989
},
{
"name": "Poutine",
"url": "http://twitter.com/search?q=Poutine",
"promoted_content": null,
"query": "Poutine",
"tweet_volume": 26576
},
{
"name": "Sis Tamara",
"url": "http://twitter.com/search?q=%22Sis+Tamara%22",
"promoted_content": null,
"query": "%22Sis+Tamara%22",
"tweet_volume": null
},
{
"name": "\u30c7\u30b8\u30bf\u30ebKFC\u30ab\u30fc\u30c91\u4e07\u5186\u5206\u30d7\u30ec\u30bc\u30f3\u30c8",
"url": "http://twitter.com/search?q=%E3%83%87%E3%82%B8%E3%82%BF%E3%83%ABKFC%E3%82%AB%E3%83%BC%E3%83%891%E4%B8%87%E5%86%86%E5%88%86%E3%83%97%E3%83%AC%E3%82%BC%E3%83%B3%E3%83%88",
"promoted_content": null,
"query": "%E3%83%87%E3%82%B8%E3%82%BF%E3%83%ABKFC%E3%82%AB%E3%83%BC%E3%83%891%E4%B8%87%E5%86%86%E5%88%86%E3%83%97%E3%83%AC%E3%82%BC%E3%83%B3%E3%83%88",
"tweet_volume": null
},
{
"name": "\u6295\u7a3f\u306e\u4e2d",
"url": "http://twitter.com/search?q=%E6%8A%95%E7%A8%BF%E3%81%AE%E4%B8%AD",
"promoted_content": null,
"query": "%E6%8A%95%E7%A8%BF%E3%81%AE%E4%B8%AD",
"tweet_volume": 152648
},
{
"name": "OFF\u30d1\u30c3\u30af",
"url": "http://twitter.com/search?q=OFF%E3%83%91%E3%83%83%E3%82%AF",
"promoted_content": null,
"query": "OFF%E3%83%91%E3%83%83%E3%82%AF",
"tweet_volume": null
},
{
"name": "Pusha T",
"url": "http://twitter.com/search?q=%22Pusha+T%22",
"promoted_content": null,
"query": "%22Pusha+T%22",
"tweet_volume": 11900
},
{
"name": "Vyno",
"url": "http://twitter.com/search?q=Vyno",
"promoted_content": null,
"query": "Vyno",
"tweet_volume": null
},
{
"name": "Jules",
"url": "http://twitter.com/search?q=Jules",
"promoted_content": null,
"query": "Jules",
"tweet_volume": 281255
},
{
"name": "Hakl\u0131y\u0131zKazanaca\u011f\u0131z",
"url": "http://twitter.com/search?q=Hakl%C4%B1y%C4%B1zKazanaca%C4%9F%C4%B1z",
"promoted_content": null,
"query": "Hakl%C4%B1y%C4%B1zKazanaca%C4%9F%C4%B1z",
"tweet_volume": 21512
},
{
"name": "Yoli",
"url": "http://twitter.com/search?q=Yoli",
"promoted_content": null,
"query": "Yoli",
"tweet_volume": 11235
},
{
"name": "B\u0130Z ONA RE\u0130S DED\u0130K",
"url": "http://twitter.com/search?q=%22B%C4%B0Z+ONA+RE%C4%B0S+DED%C4%B0K%22",
"promoted_content": null,
"query": "%22B%C4%B0Z+ONA+RE%C4%B0S+DED%C4%B0K%22",
"tweet_volume": null
},
{
"name": "Coldplay",
"url": "http://twitter.com/search?q=Coldplay",
"promoted_content": null,
"query": "Coldplay",
"tweet_volume": 36236
},
{
"name": "Russell Brand",
"url": "http://twitter.com/search?q=%22Russell+Brand%22",
"promoted_content": null,
"query": "%22Russell+Brand%22",
"tweet_volume": 17595
},
{
"name": "S\u00fcle",
"url": "http://twitter.com/search?q=S%C3%BCle",
"promoted_content": null,
"query": "S%C3%BCle",
"tweet_volume": 32025
},
{
"name": "Tulsi Gabbard",
"url": "http://twitter.com/search?q=%22Tulsi+Gabbard%22",
"promoted_content": null,
"query": "%22Tulsi+Gabbard%22",
"tweet_volume": null
},
{
"name": "Quetta",
"url": "http://twitter.com/search?q=Quetta",
"promoted_content": null,
"query": "Quetta",
"tweet_volume": null
},
{
"name": "Fabr\u00edcio Bruno",
"url": "http://twitter.com/search?q=%22Fabr%C3%ADcio+Bruno%22",
"promoted_content": null,
"query": "%22Fabr%C3%ADcio+Bruno%22",
"tweet_volume": null
},
{
"name": "BOLSONARO INEPTO",
"url": "http://twitter.com/search?q=%22BOLSONARO+INEPTO%22",
"promoted_content": null,
"query": "%22BOLSONARO+INEPTO%22",
"tweet_volume": null
},
{
"name": "Piers Corbyn",
"url": "http://twitter.com/search?q=%22Piers+Corbyn%22",
"promoted_content": null,
"query": "%22Piers+Corbyn%22",
"tweet_volume": null
},
{
"name": "\u7b2c18\u56de",
"url": "http://twitter.com/search?q=%E7%AC%AC18%E5%9B%9E",
"promoted_content": null,
"query": "%E7%AC%AC18%E5%9B%9E",
"tweet_volume": null
},
{
"name": "Lost Ark",
"url": "http://twitter.com/search?q=%22Lost+Ark%22",
"promoted_content": null,
"query": "%22Lost+Ark%22",
"tweet_volume": 13471
},
{
"name": "Saltong 26",
"url": "http://twitter.com/search?q=%22Saltong+26%22",
"promoted_content": null,
"query": "%22Saltong+26%22",
"tweet_volume": null
},
{
"name": "mar-a-lago",
"url": "http://twitter.com/search?q=mar-a-lago",
"promoted_content": null,
"query": "mar-a-lago",
"tweet_volume": 57425
},
{
"name": "Razzies",
"url": "http://twitter.com/search?q=Razzies",
"promoted_content": null,
"query": "Razzies",
"tweet_volume": null
},
{
"name": "87 \u00c9 DO SPORT",
"url": "http://twitter.com/search?q=%2287+%C3%89+DO+SPORT%22",
"promoted_content": null,
"query": "%2287+%C3%89+DO+SPORT%22",
"tweet_volume": 12174
},
{
"name": "Cau\u00ea Moura",
"url": "http://twitter.com/search?q=%22Cau%C3%AA+Moura%22",
"promoted_content": null,
"query": "%22Cau%C3%AA+Moura%22",
"tweet_volume": null
},
{
"name": "HAPPY BIRTHDAY YUNHYEONG",
"url": "http://twitter.com/search?q=%22HAPPY+BIRTHDAY+YUNHYEONG%22",
"promoted_content": null,
"query": "%22HAPPY+BIRTHDAY+YUNHYEONG%22",
"tweet_volume": 40745
},
{
"name": "National Archives",
"url": "http://twitter.com/search?q=%22National+Archives%22",
"promoted_content": null,
"query": "%22National+Archives%22",
"tweet_volume": 40995
},
{
"name": "Hermann Tertsch",
"url": "http://twitter.com/search?q=%22Hermann+Tertsch%22",
"promoted_content": null,
"query": "%22Hermann+Tertsch%22",
"tweet_volume": null
},
{
"name": "Frontier",
"url": "http://twitter.com/search?q=Frontier",
"promoted_content": null,
"query": "Frontier",
"tweet_volume": 21842
},
{
"name": "Nawaz",
"url": "http://twitter.com/search?q=Nawaz",
"promoted_content": null,
"query": "Nawaz",
"tweet_volume": 10075
},
{
"name": "KPMG",
"url": "http://twitter.com/search?q=KPMG",
"promoted_content": null,
"query": "KPMG",
"tweet_volume": 12431
},
{
"name": "Lovie",
"url": "http://twitter.com/search?q=Lovie",
"promoted_content": null,
"query": "Lovie",
"tweet_volume": 20737
},
{
"name": "Acacia",
"url": "http://twitter.com/search?q=Acacia",
"promoted_content": null,
"query": "Acacia",
"tweet_volume": null
},
{
"name": "Cheaper by the Dozen",
"url": "http://twitter.com/search?q=%22Cheaper+by+the+Dozen%22",
"promoted_content": null,
"query": "%22Cheaper+by+the+Dozen%22",
"tweet_volume": null
},
{
"name": "Thibs",
"url": "http://twitter.com/search?q=Thibs",
"promoted_content": null,
"query": "Thibs",
"tweet_volume": null
},
{
"name": "\uc1fc\ud2b8\ud2b8\ub799",
"url": "http://twitter.com/search?q=%EC%87%BC%ED%8A%B8%ED%8A%B8%EB%9E%99",
"promoted_content": null,
"query": "%EC%87%BC%ED%8A%B8%ED%8A%B8%EB%9E%99",
"tweet_volume": 372283
},
{
"name": "Sam Harris",
"url": "http://twitter.com/search?q=%22Sam+Harris%22",
"promoted_content": null,
"query": "%22Sam+Harris%22",
"tweet_volume": null
},
{
"name": "#LQvQG",
"url": "http://twitter.com/search?q=%23LQvQG",
"promoted_content": null,
"query": "%23LQvQG",
"tweet_volume": null
}
],
"as_of": "2022-02-07T19:14:53Z",
"created_at": "2022-02-06T09:59:48Z",
"locations": [
{
"name": "Worldwide",
"woeid": 1
}
]
}
]
[
{
"trends": [
{
"name": "#MondayMotivation",
"url": "http://twitter.com/search?q=%23MondayMotivation",
"promoted_content": null,
"query": "%23MondayMotivation",
"tweet_volume": 133193
},
{
"name": "Wordle 233 X",
"url": "http://twitter.com/search?q=%22Wordle+233+X%22",
"promoted_content": null,
"query": "%22Wordle+233+X%22",
"tweet_volume": 12128
},
{
"name": "Pusha T",
"url": "http://twitter.com/search?q=%22Pusha+T%22",
"promoted_content": null,
"query": "%22Pusha+T%22",
"tweet_volume": 11870
},
{
"name": "#SignsYouMightBeAnAdult",
"url": "http://twitter.com/search?q=%23SignsYouMightBeAnAdult",
"promoted_content": null,
"query": "%23SignsYouMightBeAnAdult",
"tweet_volume": null
},
{
"name": "Tulsi Gabbard",
"url": "http://twitter.com/search?q=%22Tulsi+Gabbard%22",
"promoted_content": null,
"query": "%22Tulsi+Gabbard%22",
"tweet_volume": null
},
{
"name": "Frontier",
"url": "http://twitter.com/search?q=Frontier",
"promoted_content": null,
"query": "Frontier",
"tweet_volume": 21842
},
{
"name": "National Archives",
"url": "http://twitter.com/search?q=%22National+Archives%22",
"promoted_content": null,
"query": "%22National+Archives%22",
"tweet_volume": 40995
},
{
"name": "Mar-a-lago",
"url": "http://twitter.com/search?q=Mar-a-lago",
"promoted_content": null,
"query": "Mar-a-lago",
"tweet_volume": 57425
},
{
"name": "Razzies",
"url": "http://twitter.com/search?q=Razzies",
"promoted_content": null,
"query": "Razzies",
"tweet_volume": null
},
{
"name": "#MoviesThatNeedGlasses",
"url": "http://twitter.com/search?q=%23MoviesThatNeedGlasses",
"promoted_content": null,
"query": "%23MoviesThatNeedGlasses",
"tweet_volume": null
},
{
"name": "Russell Brand",
"url": "http://twitter.com/search?q=%22Russell+Brand%22",
"promoted_content": null,
"query": "%22Russell+Brand%22",
"tweet_volume": 17595
},
{
"name": "Thibs",
"url": "http://twitter.com/search?q=Thibs",
"promoted_content": null,
"query": "Thibs",
"tweet_volume": null
},
{
"name": "#MelodicVoiceINDay",
"url": "http://twitter.com/search?q=%23MelodicVoiceINDay",
"promoted_content": null,
"query": "%23MelodicVoiceINDay",
"tweet_volume": 268594
},
{
"name": "Cheaper by the Dozen",
"url": "http://twitter.com/search?q=%22Cheaper+by+the+Dozen%22",
"promoted_content": null,
"query": "%22Cheaper+by+the+Dozen%22",
"tweet_volume": null
},
{
"name": "Lovie",
"url": "http://twitter.com/search?q=Lovie",
"promoted_content": null,
"query": "Lovie",
"tweet_volume": 20737
},
{
"name": "Leslie Jones",
"url": "http://twitter.com/search?q=%22Leslie+Jones%22",
"promoted_content": null,
"query": "%22Leslie+Jones%22",
"tweet_volume": null
},
{
"name": "Lids",
"url": "http://twitter.com/search?q=Lids",
"promoted_content": null,
"query": "Lids",
"tweet_volume": null
},
{
"name": "#Bussin",
"url": "http://twitter.com/search?q=%23Bussin",
"promoted_content": null,
"query": "%23Bussin",
"tweet_volume": 14103
},
{
"name": "Sam Harris",
"url": "http://twitter.com/search?q=%22Sam+Harris%22",
"promoted_content": null,
"query": "%22Sam+Harris%22",
"tweet_volume": null
},
{
"name": "BTS PAVED THE WAY",
"url": "http://twitter.com/search?q=%22BTS+PAVED+THE+WAY%22",
"promoted_content": null,
"query": "%22BTS+PAVED+THE+WAY%22",
"tweet_volume": 15926
},
{
"name": "AIDS Awareness Day",
"url": "http://twitter.com/search?q=%22AIDS+Awareness+Day%22",
"promoted_content": null,
"query": "%22AIDS+Awareness+Day%22",
"tweet_volume": null
},
{
"name": "Ryan Clark",
"url": "http://twitter.com/search?q=%22Ryan+Clark%22",
"promoted_content": null,
"query": "%22Ryan+Clark%22",
"tweet_volume": null
},
{
"name": "Joe Rogan $100",
"url": "http://twitter.com/search?q=%22Joe+Rogan+%24100%22",
"promoted_content": null,
"query": "%22Joe+Rogan+%24100%22",
"tweet_volume": 20837
},
{
"name": "Jonah Goldberg",
"url": "http://twitter.com/search?q=%22Jonah+Goldberg%22",
"promoted_content": null,
"query": "%22Jonah+Goldberg%22",
"tweet_volume": null
},
{
"name": "AP Poll",
"url": "http://twitter.com/search?q=%22AP+Poll%22",
"promoted_content": null,
"query": "%22AP+Poll%22",
"tweet_volume": null
},
{
"name": "J Dilla",
"url": "http://twitter.com/search?q=%22J+Dilla%22",
"promoted_content": null,
"query": "%22J+Dilla%22",
"tweet_volume": null
},
{
"name": "Blazing Saddles",
"url": "http://twitter.com/search?q=%22Blazing+Saddles%22",
"promoted_content": null,
"query": "%22Blazing+Saddles%22",
"tweet_volume": null
},
{
"name": "Stitt",
"url": "http://twitter.com/search?q=Stitt",
"promoted_content": null,
"query": "Stitt",
"tweet_volume": null
},
{
"name": "Rumble",
"url": "http://twitter.com/search?q=Rumble",
"promoted_content": null,
"query": "Rumble",
"tweet_volume": 68251
},
{
"name": "Pulp Fiction",
"url": "http://twitter.com/search?q=%22Pulp+Fiction%22",
"promoted_content": null,
"query": "%22Pulp+Fiction%22",
"tweet_volume": null
},
{
"name": "Platinum",
"url": "http://twitter.com/search?q=Platinum",
"promoted_content": null,
"query": "Platinum",
"tweet_volume": 34523
},
{
"name": "ExtraordINary DAY",
"url": "http://twitter.com/search?q=%22ExtraordINary+DAY%22",
"promoted_content": null,
"query": "%22ExtraordINary+DAY%22",
"tweet_volume": 190470
},
{
"name": "KPMG",
"url": "http://twitter.com/search?q=KPMG",
"promoted_content": null,
"query": "KPMG",
"tweet_volume": 12431
},
{
"name": "Eric Andre",
"url": "http://twitter.com/search?q=%22Eric+Andre%22",
"promoted_content": null,
"query": "%22Eric+Andre%22",
"tweet_volume": null
},
{
"name": "Sharpe",
"url": "http://twitter.com/search?q=Sharpe",
"promoted_content": null,
"query": "Sharpe",
"tweet_volume": null
},
{
"name": "Odysee",
"url": "http://twitter.com/search?q=Odysee",
"promoted_content": null,
"query": "Odysee",
"tweet_volume": null
},
{
"name": "Deflategate",
"url": "http://twitter.com/search?q=Deflategate",
"promoted_content": null,
"query": "Deflategate",
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},
{
"name": "Toney",
"url": "http://twitter.com/search?q=Toney",
"promoted_content": null,
"query": "Toney",
"tweet_volume": null
},
{
"name": "Chyna",
"url": "http://twitter.com/search?q=Chyna",
"promoted_content": null,
"query": "Chyna",
"tweet_volume": null
},
{
"name": "HAPPY BIRTHDAY JACK",
"url": "http://twitter.com/search?q=%22HAPPY+BIRTHDAY+JACK%22",
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"query": "%22HAPPY+BIRTHDAY+JACK%22",
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},
{
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"url": "http://twitter.com/search?q=%22Eric+Adams%22",
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"query": "%22Eric+Adams%22",
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},
{
"name": "Player of the Week",
"url": "http://twitter.com/search?q=%22Player+of+the+Week%22",
"promoted_content": null,
"query": "%22Player+of+the+Week%22",
"tweet_volume": null
},
{
"name": "Essek",
"url": "http://twitter.com/search?q=Essek",
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"query": "Essek",
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},
{
"name": "Babylon's Fall",
"url": "http://twitter.com/search?q=%22Babylon%27s+Fall%22",
"promoted_content": null,
"query": "%22Babylon%27s+Fall%22",
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},
{
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"url": "http://twitter.com/search?q=%22Today+is+National+Black+HIV%22",
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"query": "%22Today+is+National+Black+HIV%22",
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},
{
"name": "LOCK HIM UP",
"url": "http://twitter.com/search?q=%22LOCK+HIM+UP%22",
"promoted_content": null,
"query": "%22LOCK+HIM+UP%22",
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},
{
"name": "Bruce Willis",
"url": "http://twitter.com/search?q=%22Bruce+Willis%22",
"promoted_content": null,
"query": "%22Bruce+Willis%22",
"tweet_volume": null
},
{
"name": "Vincent Zhou",
"url": "http://twitter.com/search?q=%22Vincent+Zhou%22",
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"query": "%22Vincent+Zhou%22",
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},
{
"name": "Bill Simmons",
"url": "http://twitter.com/search?q=%22Bill+Simmons%22",
"promoted_content": null,
"query": "%22Bill+Simmons%22",
"tweet_volume": null
},
{
"name": "DNCE",
"url": "http://twitter.com/search?q=DNCE",
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"query": "DNCE",
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}
],
"as_of": "2022-02-07T19:14:53Z",
"created_at": "2022-02-06T13:56:05Z",
"locations": [
{
"name": "United States",
"woeid": 23424977
}
]
}
]
Computing the intersection of two sets of trends#
world_trends_set = set([trend['name']
for trend in world_trends[0]['trends']])
us_trends_set = set([trend['name']
for trend in us_trends[0]['trends']])
common_trends = world_trends_set.intersection(us_trends_set)
print(common_trends)
{'Russell Brand', 'Cheaper by the Dozen', 'Pusha T', 'Frontier', 'KPMG', 'National Archives', 'Thibs', 'Lovie', '#MelodicVoiceINDay', 'Razzies', 'Tulsi Gabbard', 'ExtraordINary DAY', 'Sam Harris'}
Search Results#
# Set this variable to a trending topic,
# or anything else for that matter. The example query below
# was a trending topic when this content was being developed
# and is used throughout the remainder of this chapter.
import json
#q = "#Ada"
q = '#JasonRoy'
count = 1000
# See https://dev.twitter.com/docs/api/1.1/get/search/tweets
search_results = mathcs_twitter_api.search.tweets(q=q, count=count)
statuses = search_results['statuses']
# Iterate through 5 more batches of results by following the cursor
for _ in range(5):
print("Length of statuses", len(statuses))
try:
next_results = search_results['search_metadata']['next_results']
except KeyError: # No more results when next_results doesn't exist
break
# Create a dictionary from next_results, which has the following form:
# ?max_id=313519052523986943&q=NCAA&include_entities=1
kwargs = dict([ kv.split('=') for kv in next_results[1:].split("&") ])
search_results = mathcs_twitter_api.search.tweets(**kwargs)
statuses += search_results['statuses']
# Show one sample search result by slicing the list...
print(json.dumps(statuses, indent=4))
Streaming output truncated to the last 5000 lines.
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"id_str": "1186670941637611520",
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"location": "Pakistan ",
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"entities": {
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{
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]
}
]
},
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]
},
{
"url": "https://t.co/Y76A6Cq53c",
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"display_url": "instagram.com/cricketroom",
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]
}
]
}
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}
]
len(statuses)
200
json.dumps(statuses[1])
'{"created_at": "Mon Feb 07 19:18:37 +0000 2022", "id": 1490766968294682625, "id_str": "1490766968294682625", "text": "SHEHRI DEHLEEZ PR MEHFUZ NHI | C110NEWS HD | REPORTED BY TAIMOOR SHAKIL \\n\\n#C110NEWS #JasonRoy #QGvsLQ #LQvQG #KKvIU\\u2026 https://t.co/2ZpEmFwW5v", "truncated": true, "entities": {"hashtags": [{"text": "C110NEWS", "indices": [74, 83]}, {"text": "JasonRoy", "indices": [84, 93]}, {"text": "QGvsLQ", "indices": [94, 101]}, {"text": "LQvQG", "indices": [102, 108]}, {"text": "KKvIU", "indices": [109, 115]}], "symbols": [], "user_mentions": [], "urls": [{"url": "https://t.co/2ZpEmFwW5v", "expanded_url": "https://twitter.com/i/web/status/1490766968294682625", "display_url": "twitter.com/i/web/status/1\\u2026", "indices": [117, 140]}]}, "metadata": {"iso_language_code": "en", "result_type": "recent"}, "source": "<a href=\\"https://mobile.twitter.com\\" rel=\\"nofollow\\">Twitter Web App</a>", "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": 1202592531713798144, "id_str": "1202592531713798144", "name": "C110 News HD", "screen_name": "C110NewsHD", "location": "Karachi, Pakistan", "description": "", "url": "https://t.co/SUX389ajHu", "entities": {"url": {"urls": [{"url": "https://t.co/SUX389ajHu", "expanded_url": "http://www.c110news.tv", "display_url": "c110news.tv", "indices": [0, 23]}]}, "description": {"urls": []}}, "protected": false, "followers_count": 30, "friends_count": 0, "listed_count": 1, "created_at": "Thu Dec 05 14:16:26 +0000 2019", "favourites_count": 2, "utc_offset": null, "time_zone": null, "geo_enabled": false, "verified": false, "statuses_count": 4378, "lang": null, "contributors_enabled": false, "is_translator": false, "is_translation_enabled": false, "profile_background_color": "F5F8FA", "profile_background_image_url": null, "profile_background_image_url_https": null, "profile_background_tile": false, "profile_image_url": "http://pbs.twimg.com/profile_images/1202593758447095808/Ddfz-mca_normal.jpg", "profile_image_url_https": "https://pbs.twimg.com/profile_images/1202593758447095808/Ddfz-mca_normal.jpg", "profile_banner_url": "https://pbs.twimg.com/profile_banners/1202592531713798144/1575560437", "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": false, "follow_request_sent": false, "notifications": false, "translator_type": "none", "withheld_in_countries": []}, "geo": null, "coordinates": null, "place": null, "contributors": null, "is_quote_status": false, "retweet_count": 0, "favorite_count": 0, "favorited": false, "retweeted": false, "possibly_sensitive": false, "lang": "en"}'
Creating a basic frequency distribution from the words in tweets#
from collections import Counter
for item in [words, screen_names, hashtags]:
c = Counter(item)
print(c.most_common()[:10]) # top 10
[('#JasonRoy', 86), ('the', 64), ('RT', 59), ('a', 43), ('Jason', 41), ('#QGvsLQ', 34), ('of', 34), ('#jasonroy', 33), ('in', 32), ('#QGvLQ', 32)]
[('JasonRoy20', 29), ('TeamQuetta', 18), ('lahoreqalandars', 9), ('Ayemanmalik01', 7), ('thePSLt20', 7), ('CricMady', 5), ('SarfarazA_54', 4), ('CricksLab', 4), ('arynewsud', 3), ('NaikRooh', 3)]
[('JasonRoy', 87), ('PSL7', 37), ('QGvsLQ', 36), ('jasonroy', 34), ('QGvLQ', 34), ('PSL2022', 22), ('LQvQG', 20), ('Cricket', 13), ('Jasonroy', 11), ('QuettaGladiators', 11)]
words
['Alhamdulillah!!',
'What',
'a',
'win',
'💜💜',
'Yahi',
'comeback',
'chahiye',
'tha',
'saifi',
'Bhai',
'.',
'IN',
'SHA',
'ALLAH',
'Trophy',
'bhi',
'Quetta',
'gladiators',
'ki…',
'https://t.co/aCgpGAiLHW',
'SHEHRI',
'DEHLEEZ',
'PR',
'MEHFUZ',
'NHI',
'|',
'C110NEWS',
'HD',
'|',
'REPORTED',
'BY',
'TAIMOOR',
'SHAKIL',
'#C110NEWS',
'#JasonRoy',
'#QGvsLQ',
'#LQvQG',
'#KKvIU…',
'https://t.co/2ZpEmFwW5v',
'𝐓𝐡𝐚𝐧𝐤',
'𝐲𝐨𝐮',
'#𝐊𝐚𝐫𝐚𝐜𝐡𝐢',
'𝐟𝐨𝐫',
'𝐞𝐧𝐭𝐞𝐫𝐭𝐚𝐢𝐧𝐢𝐧𝐠',
'𝐮𝐬¡',
'What',
'a',
'game',
'of',
'cricket',
'between',
'#QuettaGladitors',
'&',
'#LahoreQalandars,',
'so',
'aggr…',
'https://t.co/zGDvcne1hu',
'I',
'was',
'supporting',
'@lahoreqalandars',
'But',
'the',
'way',
'@JasonRoy20',
'bat',
'That',
'was',
'just',
'superb👏👏👏',
'One',
'of',
'my',
'favorites',
'❤️❤️❤️❤️…',
'https://t.co/VJd3ytZ46j',
'RT',
'@SarfarazA_Fan:',
'روئے',
'آپ',
'کی',
'وجہ',
'سے',
'آج',
'لاہوری',
'بہت',
'روئے',
'ہیں',
'۔😉😉',
'Congratulations',
'@TeamQuetta',
'@SarfarazA_54',
'💜❤️',
'very',
'well',
'played',
'@JasonRoy20…',
'RT',
'@Ayemanmalik01:',
'You',
'can',
'Either',
'be',
'A',
'Hero',
'or',
'Ex',
'with',
'no',
'Dignity',
'😂💯🤩',
'#LQvQG',
'#Cricket',
'#JasonRoy',
'#PSL2022',
'#SarfarazAhmed',
'#ShaheenShahAfridi…',
'RT',
'@SarfarazA_Fan:',
'روئے',
'آپ',
'کی',
'وجہ',
'سے',
'آج',
'لاہوری',
'بہت',
'روئے',
'ہیں',
'۔😉😉',
'Congratulations',
'@TeamQuetta',
'@SarfarazA_54',
'💜❤️',
'very',
'well',
'played',
'@JasonRoy20…',
'RT',
'@CricMady:',
'Viv',
'Richards:',
'Lahore',
'Qalandars',
'have',
'the',
'best',
'bowling',
'attack',
'they',
'have',
'best',
'international',
'bowlers',
'but',
'it',
'was',
'a',
'fantastic',
'innin…',
'#JasonRoy',
'brilliant',
'entry',
'in',
'PSL',
'#PSL7',
'#LevelHai',
'https://t.co/KwuKudNgVu',
'Lahore',
'aane',
'do',
'ise',
'#jasonroy',
'#ShaheenShahAfridi',
'https://t.co/kITphBCE8w',
'#JasonRoy',
'Remember',
'when',
'this',
'happened?',
'🤯',
'It’s',
'Lala',
'vs',
'Shaheen',
'today.',
'#HBLPSL7',
'l',
'#shahidafridi',
'#QGvLQ',
'https://t.co/LXdWauCwS7',
'Excellent',
'display',
'of',
'batting',
'👌',
'#Jasonroy',
'روئے',
'آپ',
'کی',
'وجہ',
'سے',
'آج',
'لاہوری',
'بہت',
'روئے',
'ہیں',
'۔😉😉',
'Congratulations',
'@TeamQuetta',
'@SarfarazA_54',
'💜❤️',
'very',
'well',
'played…',
'https://t.co/wliIF8GWbq',
'Jason',
'Roy',
'https://t.co/tYG8PUe0Kj',
'#LQvQG',
'#QGvsLQ',
'#QGvLQ',
'#jasonroy',
'Quetta',
'Gladiators',
'batter',
'Jason',
'Roy',
'shined',
'the',
'brightest',
'on',
'Monday',
'as',
'he',
'sailed',
'his',
'team',
'to',
'a',
'seven-wicket',
'victory',
'a…',
'https://t.co/Oy1t0JQKDF',
'Excellent',
'batting',
'by',
'Jason',
'Roy',
'#JasonRoy',
'#Sarfraz',
'#ShaheenShahAfridi',
'#Shaheen',
'#QGvLQ',
'#LQvQG',
'#HBLPSL7',
'#HBLPSL2022',
'https://t.co/pDD2hMT0bA',
'Jason',
'Roy',
'to',
'Lahore',
'Qalandars:',
'#JASONROY',
'#QGvLQ',
'https://t.co/HedDvdzSqR',
'JASON',
'SUPER',
'SUPER',
'ROY',
'KA',
'#LevelHai',
'#Jasonroy',
'#PSL7',
'#PurpleForce',
'#QGvsLQ',
'#PSL2022',
'@JasonRoy20',
'@TeamQuetta',
'@iNabeelHashmi',
'@MichaelVaughan',
'@JasonRoy20',
'One',
'of',
'the',
'best',
'T20',
'innings,',
'I',
'have',
'had',
'witnessed',
'in',
'the',
'game.',
'#JasonRoy',
'@JasonRoy20',
'#PSL',
'#QGvLQ',
'RT',
'@Maliiihaarif:',
'Sahi',
'ly',
'rha',
'hai',
'Roy',
'Lahore',
'ki',
'bohat',
'mazak',
'bna',
'rhe',
'the',
'na',
'hum',
'Karachi',
'walo',
'ka.',
'#jasonRoy',
'#QGvsLQ',
'#HBLPSL7',
'Sarfaraz',
'Ahmed:',
'The',
'more',
'you',
'praise',
'this',
'innings,',
'the',
'lesser',
'it',
'would',
'be.',
'One',
'of',
'the',
'best',
'knocks',
'in',
'the',
'PSL.',
'We',
'pla…',
'https://t.co/xfiNL5I33U',
'RT',
'@partisanofKhan1:',
'Situation',
'after',
'#QGvsLQ',
'game!',
'😏',
'#HBLPSL7',
'#JasonRoy',
'#PurpleForce',
'https://t.co/GIxo0NiaIq',
'RT',
'@arynewsud:',
'’جیسن',
'روئے',
'نے',
'سرفراز',
'کے',
'چہرے',
'پر',
'مسکراہٹ',
'بکھیر',
'دی‘',
'قلندرز',
'کو',
'شکست',
'#ARYNewsUrdu',
'#QGvLQ',
'#JasonRoy',
'#SarfarazAhmed',
'#PSL7',
'https:/…',
'Quetta',
'Gladiators',
'won',
'by',
'7',
'wickets',
'#JasonRoy',
'#Sarfraz',
'#Shaheen',
'#ShaheenShahAfridi',
'#QGvLQ',
'#lqvsqg',
'#HBLPSL7',
'#HBLPSL2022',
'RT',
'@CricMady:',
'Jason',
'Roy,',
'Player',
'of',
'the',
'Match:',
'I',
'have',
'been',
'extremely',
'jet',
'lagged.',
'It',
'has',
'been',
'a',
'long',
'time',
'since',
'my',
'last',
'T20',
'hundred.',
'To',
'stri…',
'RT',
'@YStorai:',
'Congratulations',
'Quetta',
'Gladiators.',
'Lahoriyo',
'kesa',
'lg',
'rha',
'😂',
'3',
'se',
'4',
'match',
'kiya',
'jeety',
'sara',
'#Pakistan',
'sr',
'pr',
'uthaya',
'ta😅',
'#QGvLQ',
'Well…',
'@cricbuzz',
'Absolutely',
'Sensational',
'#QGvLQ',
'#psl72022',
'#JasonRoy',
'Mere',
'hathu',
'men',
'Bat',
'hai',
'koi',
'aslaa',
'tou',
'naii,',
'Chakkay',
'shakkay',
'maar',
'lu?',
'Koi',
'masla',
'tou',
'naii',
'!',
'#JasonRoy',
'😂',
'RT',
'@beggirlrizwan7:',
'@thePSLt20',
'@TeamQuetta',
'Aaj',
'laga',
'ki',
'koi',
'accha',
'match',
'dekha',
'psl',
'ka',
'#LQvQG',
'#Jasonroy',
'#PSL7',
'#PSL2022',
'RT',
'@NaikRooh:',
'It',
'takes',
'a',
'single',
'Gladiator',
'to',
'destroy',
'the',
'favorites...',
'#JasonRoy',
'https://t.co/9iIeqtjXOn',
'Jason',
'Roy',
'was',
'our',
'player',
'of',
'the',
'match',
'today',
'after',
'he',
'led',
'the',
'Gladiators',
'to',
'a',
'fantastic',
'victory',
'in',
'the',
'last',
'HBL',
'PSL…',
'https://t.co/IlJJelZKJF',
'RT',
'@ShezzyAwan:',
'گل',
'وڈ',
'گئی',
'ہے۔۔۔!!',
'#zardari',
'#Pervaizelahi',
'#jasonroy',
'https://t.co/BCwjRldIOc',
'11',
'Fours',
'8',
'Sixes',
'Jason',
'Roy',
'was',
'at',
'his',
'entertaining',
'best',
'tonight!',
'#PSL2022',
'#t20cricket',
'#psl',
'#pakistansuperleague…',
'https://t.co/F45XQJ51AQ',
'Dear',
'Lahore',
'qalandar',
'never',
'do',
'more',
'than',
'200.',
"It's",
'not',
'suitable',
'for',
'you.',
'#LahoreQalandars',
'#shaheen',
'#jasonroy',
'#QGvLQ',
'RT',
'@Abdullah_Editzz:',
'Fastest',
'Century',
'Of',
'PSL',
'7',
',',
'Destructive',
'Batting',
'From',
'Jason',
'Roy',
',',
'One',
'Of',
'The',
'Best',
'Inning',
'Of',
'PSL',
'🔥👑',
'#JasonRoy',
'||',
'#QGvLQ…',
'جیسن',
'روئے',
'کا',
'نیا',
'ریکارڈ؛',
'آفریدی',
'کو',
'لگایا',
'چھکا',
'یادگار',
'بن',
'گیا',
'#ARYNewsUrdu',
'#JasonRoy',
'#shahidafridi',
'https://t.co/YiwdvXyU06',
'RT',
'@khelshel:',
'No',
'surprise,',
'Jason',
'Roy',
'gets',
'player',
'of',
'the',
'match',
'award',
'for',
'registering',
'2nd',
'fastest',
'hundred',
'of',
'#PSL',
'history.',
'#Cricket',
'|',
'#Pakis…',
'Every',
'bowl',
'he',
'bowls',
'is',
'either',
'a',
'short',
'ball',
'or',
'a',
'full',
'toss,',
'that',
'too',
'with',
'a',
'lot',
'of',
'pace,',
'so',
'it',
'just',
'gives',
'the',
'batter…',
'https://t.co/Rl1fo8WoXZ',
'WEST:',
'AGHUWAH',
'KAR-0-DACAIT',
'GIRAFTAAR',
'|',
'C110NEWS',
'HD',
'|',
'REPORTED',
'BY',
'TAIMOOR',
'SHAKIL',
'#C110NEWS',
'#JasonRoy',
'#QGvsLQ',
'#LQvQG…',
'https://t.co/se86E74Z2H',
'#jasonroy',
'https://t.co/Z2iG5sGEzH',
'https://t.co/sJs3v9bjAe',
'RT',
'@khelshel:',
'No',
'surprise,',
'Jason',
'Roy',
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'match',
'award',
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'registering',
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'fastest',
'hundred',
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'#PSL',
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'#Cricket',
'|',
'#Pakis…',
'RT',
'@ChaudhryAzhar3:',
'Jason',
'Roy',
'is',
'going',
'big',
'in',
'the',
'PSL',
'brilliant',
'knock',
'from',
'Roy',
'well',
'deserving',
'100*',
'#jasonRoy',
'#LQvsQG',
'https://t.co/5YNx2KNcIn',
'RT',
'@BaaghiTV:',
'HBL',
'PSL:',
'Jason',
'Roy’s',
'quickfire',
'116',
'gets',
'Quetta',
'Gladiators',
'over',
'finish',
'line',
'https://t.co/vfrZBVYjb1',
'#JasonRoy',
'HBL',
'PSL:',
'Jason',
'Roy’s',
'quickfire',
'116',
'gets',
'Quetta',
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'https://t.co/vfrZBVYjb1',
'#JasonRoy',
'No',
'surprise,',
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'fastest',
'hundred',
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'#PSL',
'history.…',
'https://t.co/vxWpaGpcy9',
'Lets',
'tell',
'the',
'sensational',
'shehryar',
'afridi',
'not',
'to',
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'hurry.',
'Its',
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'not',
'KPL',
'#QGvsLQ',
'#jasonroy',
'https://t.co/imCtEX2UD0',
'RT',
'@CricMady:',
'Jason',
'Roy,',
'Player',
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'Match:',
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'extremely',
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'hundred.',
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'stri…',
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'your',
'life',
'INNINGS',
'like',
'#jasonRoy',
'😊',
'.',
'https://t.co/FCEaomGtQK',
'.',
'#SK',
'#Skcookware',
'#kitchentools…',
'https://t.co/fBpRs6JN8D',
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'after',
'#QGvsLQ',
'game!',
'😏',
'#HBLPSL7',
'#JasonRoy',
'#PurpleForce',
'https://t.co/GIxo0NiaIq',
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"Roy's",
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'Gladiators',
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'wickets',
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'15th',
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'https://t.co/zDWQrEUXYF',
'@thePSLt20',
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'Aaj',
'laga',
'ki',
'koi',
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'match',
'dekha',
'psl',
'ka',
'#LQvQG',
'#Jasonroy',
'#PSL7',
'#PSL2022',
'Jason',
'Roy',
'made',
'that',
'chase',
'look',
'very',
'very',
'easy',
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'more',
'sports',
'news',
'please',
'visit',
'https://t.co/UClxBrbs62',
'#PSL2022…',
'https://t.co/uig7tgcxYJ',
'Second',
'victory',
'for',
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'Gladiators',
'in',
'#PSL7',
'courtesy',
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'hundred',
'of',
'Jason',
'Roy.',
'.',
'.',
'@JasonRoy20…',
'https://t.co/wPRP69RGQK',
'RT',
'@CricMady:',
'Sarfaraz',
'Ahmed:',
'The',
'more',
'you',
'praise',
'this',
'innings,',
'the',
'lesser',
'it',
'would',
'be.',
'One',
'of',
'the',
'best',
'knocks',
'in',
'the',
'PSL.',
'We',
'planned',
'to',
'st…',
'Shaheen',
':',
'ajeeb',
'admi',
'hy',
'yra',
'hmari',
'bari',
'baray',
'larko',
'ko',
'khila',
'leta',
'hy',
'😂',
'#QGvLQ',
'#jasonroy',
'#PSL2022',
'#psl',
'#sarfrazahmad…',
'https://t.co/TGSFgSJYxZ',
'RT',
'@CricksLab:',
"'He",
'Came,',
'He',
'Saw,',
'He',
"Conquered'",
'@JasonRoy20',
'giving',
'high',
'hopes',
'to',
'the',
'Quetta',
'Gladiators',
'as',
'they',
'beat',
'Lahore',
'Qalandars',
'by',
'7…',
'#jasonroy',
'you',
'are',
'beauty',
'what',
'a',
'play',
'boss',
'amazing',
'@JasonRoy20',
'#PSL7',
'#JasonRoy',
'https://t.co/Vt9UybqRPm',
'One',
'man',
'army',
'#jasonroy',
'#lqvsqg',
'#Psl7',
'https://t.co/H2NSJzzxKD',
...]
from wordcloud import WordCloud, STOPWORDS
import matplotlib.pyplot as plt
import pandas as pa
stupid= ["hi",'bye']
columns=["word"]
pa.DataFrame(stupid, columns = columns)
stopwords = set(STOPWORDS)
wordcloud = WordCloud(width = 800, height = 800,
background_color ='white',
stopwords = stopwords,
min_font_size = 10).generate(update)
# plot the WordCloud image
plt.figure(figsize = (8, 8))
plt.imshow(wordcloud)
plt.axis("off")
plt.tight_layout(pad = 0)
#plt.show()
plt.savefig('img.png')
from PIL import Image
im = Image.open('img.png')
im
Using Prettytable#
from prettytable import PrettyTable
for label, data in (('Word', words),
('Screen Name', screen_names),
('Hashtag', hashtags)):
pt = PrettyTable(field_names=[label, 'Count'])
c = Counter(data)
[ pt.add_row(kv) for kv in c.most_common()[:10] ]
pt.align[label], pt.align['Count'] = 'l', 'r' # Set column alignment
print(pt)
+-----------+-------+
| Word | Count |
+-----------+-------+
| #JasonRoy | 86 |
| the | 64 |
| RT | 59 |
| a | 43 |
| Jason | 41 |
| #QGvsLQ | 34 |
| of | 34 |
| #jasonroy | 33 |
| in | 32 |
| #QGvLQ | 32 |
+-----------+-------+
+-----------------+-------+
| Screen Name | Count |
+-----------------+-------+
| JasonRoy20 | 29 |
| TeamQuetta | 18 |
| lahoreqalandars | 9 |
| Ayemanmalik01 | 7 |
| thePSLt20 | 7 |
| CricMady | 5 |
| SarfarazA_54 | 4 |
| CricksLab | 4 |
| arynewsud | 3 |
| NaikRooh | 3 |
+-----------------+-------+
+------------------+-------+
| Hashtag | Count |
+------------------+-------+
| JasonRoy | 87 |
| PSL7 | 37 |
| QGvsLQ | 36 |
| jasonroy | 34 |
| QGvLQ | 34 |
| PSL2022 | 22 |
| LQvQG | 20 |
| Cricket | 13 |
| Jasonroy | 11 |
| QuettaGladiators | 11 |
+------------------+-------+
Calculating Lexical Diversity#
# A function for computing lexical diversity
def lexical_diversity(tokens):
return 1.0*len(set(tokens))/len(tokens)
# A function for computing the average number of words per tweet
def average_words(statuses):
total_words = sum([ len(s.split()) for s in statuses ])
return 1.0*total_words/len(statuses)
print(lexical_diversity(words))
print(lexical_diversity(screen_names))
print(lexical_diversity(hashtags))
print(average_words(status_texts))
0.2688296639629201
0.2682926829268293
0.19047619047619047
19.177777777777777
Finding the most popular retweets#
retweets = [
# Store out a tuple of these three values ...
(status['retweet_count'],
status['retweeted_status']['user']['screen_name'],
status['text'])
# ... for each status ...
for status in statuses
# ... so long as the status meets this condition.
if 'retweeted_status' in status
]
# Slice off the first 5 from the sorted results and display each item in the tuple
pt = PrettyTable(field_names=['Count', 'Screen Name', 'Text'])
[ pt.add_row(row) for row in sorted(retweets, reverse=True)[:5] ]
pt.max_width['Text'] = 50
pt.align= 'l'
print(pt)
+-------+-------------+----------------------------------------------------+
| Count | Screen Name | Text |
+-------+-------------+----------------------------------------------------+
| 26 | msarosh | RT @msarosh: I think thats the best innings of the |
| | | Pakistan Super League ever. Its not just about |
| | | 100, the way he paced the innings phase w… |
| 8 | NaikRooh | RT @NaikRooh: It takes a single Gladiator to |
| | | destroy the favorites... #JasonRoy |
| | | https://t.co/9iIeqtjXOn |
| 8 | NaikRooh | RT @NaikRooh: It takes a single Gladiator to |
| | | destroy the favorites... #JasonRoy |
| | | https://t.co/9iIeqtjXOn |
| 8 | NaikRooh | RT @NaikRooh: It takes a single Gladiator to |
| | | destroy the favorites... #JasonRoy |
| | | https://t.co/9iIeqtjXOn |
| 7 | itx_Aehna | RT @itx_Aehna: Man of the moment #JasonRoy |
| | | #QGvPZ https://t.co/VktyjQ0VTk |
+-------+-------------+----------------------------------------------------+
Plotting frequencies of words#
import matplotlib
import matplotlib.pyplot as plt
%matplotlib inline
word_counts = sorted(Counter(words).values(), reverse=True)
plt.loglog(word_counts)
plt.ylabel("Freq")
plt.xlabel("Word Rank")
<matplotlib.text.Text at 0x7f0497be26a0>
Posting It Back on the Web#
import datetime
now = datetime.datetime.now()
print(now)
2022-01-31 22:06:50.050192
popular = c.most_common()[0][0]
now = datetime.date(now.year,now.month,now.day)
print(now)
2018-10-16
mathcs_twitter_api.statuses.update(
status="#ECUTigers are talking about {} today on {} @cs_ecu".format(popular,now))
{'contributors': None,
'coordinates': None,
'created_at': 'Tue Oct 16 21:21:00 +0000 2018',
'entities': {'hashtags': [{'indices': [0, 10], 'text': 'ECUTigers'}],
'symbols': [],
'urls': [],
'user_mentions': [{'id': 1037047347405045760,
'id_str': '1037047347405045760',
'indices': [59, 66],
'name': 'ECU_Math/CS',
'screen_name': 'cs_ecu'}]},
'favorite_count': 0,
'favorited': False,
'geo': None,
'id': 1052308450976378880,
'id_str': '1052308450976378880',
'in_reply_to_screen_name': None,
'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,
'is_quote_status': False,
'lang': 'en',
'place': None,
'retweet_count': 0,
'retweeted': False,
'source': '<a href="http://ecok.edu/academics/colleges-and-schools/college-health-and-sciences/department-mathematics-and-computer" rel="nofollow">Starlas Data Project</a>',
'text': '#ECUTigers are talking about ECUTigers today on 2018-10-16 @cs_ecu',
'truncated': False,
'user': {'contributors_enabled': False,
'created_at': 'Tue Sep 04 18:38:49 +0000 2018',
'default_profile': False,
'default_profile_image': False,
'description': '',
'entities': {'description': {'urls': []},
'url': {'urls': [{'display_url': 'bit.ly/2NfSiTh',
'expanded_url': 'https://bit.ly/2NfSiTh',
'indices': [0, 23],
'url': 'https://t.co/PugruxKlLL'}]}},
'favourites_count': 0,
'follow_request_sent': False,
'followers_count': 5,
'following': False,
'friends_count': 29,
'geo_enabled': False,
'has_extended_profile': False,
'id': 1037047347405045760,
'id_str': '1037047347405045760',
'is_translation_enabled': False,
'is_translator': False,
'lang': 'en',
'listed_count': 0,
'location': 'Ada, OK',
'name': 'ECU_Math/CS',
'notifications': False,
'profile_background_color': '000000',
'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_banner_url': 'https://pbs.twimg.com/profile_banners/1037047347405045760/1536096251',
'profile_image_url': 'http://pbs.twimg.com/profile_images/1037089960514310144/Kk2ypzpr_normal.jpg',
'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1037089960514310144/Kk2ypzpr_normal.jpg',
'profile_link_color': 'FF5400',
'profile_sidebar_border_color': '000000',
'profile_sidebar_fill_color': '000000',
'profile_text_color': '000000',
'profile_use_background_image': False,
'protected': False,
'screen_name': 'cs_ecu',
'statuses_count': 6,
'time_zone': None,
'translator_type': 'none',
'url': 'https://t.co/PugruxKlLL',
'utc_offset': None,
'verified': False}}
mathcs_twitter_api.statuses.update(
status="#ECUTigers are talking about {} today on {} @cs_ecu".format(popular,now))
File "<ipython-input-73-4f32b376ab6a>", line 1
nurfnick_twitter_api.statuses.update_with_media("media[]":"im",
^
SyntaxError: invalid syntax
retweets = [
# Store out a tuple of these three values ...
(status['retweeted_status']['user']['screen_name'],
status['text'])
# ... for each status ...
for status in statuses
# ... so long as the status meets this condition.
if 'retweeted_status' in status
]
retweets[1]
('ECUTigerUpdates',
'RT @ECUTigerUpdates: Take time to check out the new Digital Humanities Lab in the Linscheid Library. The open house is today from 3-4:30pm…')
mathcs_twitter_api.statuses.update(
status="#ECUTigers are saying `{}` today on {} @cs_ecu".format(retweets[1],now))
{'contributors': None,
'coordinates': None,
'created_at': 'Tue Oct 16 21:29:54 +0000 2018',
'entities': {'hashtags': [{'indices': [0, 10], 'text': 'ECUTigers'}],
'symbols': [],
'urls': [{'display_url': 'twitter.com/i/web/status/1…',
'expanded_url': 'https://twitter.com/i/web/status/1052310693339439104',
'indices': [116, 139],
'url': 'https://t.co/Pp9R3Z0hMr'}],
'user_mentions': [{'id': 44617318,
'id_str': '44617318',
'indices': [47, 63],
'name': 'East Central Univ.',
'screen_name': 'ECUTigerUpdates'}]},
'favorite_count': 0,
'favorited': False,
'geo': None,
'id': 1052310693339439104,
'id_str': '1052310693339439104',
'in_reply_to_screen_name': None,
'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,
'is_quote_status': False,
'lang': 'en',
'place': None,
'retweet_count': 0,
'retweeted': False,
'source': '<a href="http://ecok.edu/academics/colleges-and-schools/college-health-and-sciences/department-mathematics-and-computer" rel="nofollow">Starlas Data Project</a>',
'text': "#ECUTigers are saying `('ECUTigerUpdates', 'RT @ECUTigerUpdates: Take time to check out the new Digital Humanities… https://t.co/Pp9R3Z0hMr",
'truncated': True,
'user': {'contributors_enabled': False,
'created_at': 'Tue Sep 04 18:38:49 +0000 2018',
'default_profile': False,
'default_profile_image': False,
'description': '',
'entities': {'description': {'urls': []},
'url': {'urls': [{'display_url': 'bit.ly/2NfSiTh',
'expanded_url': 'https://bit.ly/2NfSiTh',
'indices': [0, 23],
'url': 'https://t.co/PugruxKlLL'}]}},
'favourites_count': 0,
'follow_request_sent': False,
'followers_count': 5,
'following': False,
'friends_count': 29,
'geo_enabled': False,
'has_extended_profile': False,
'id': 1037047347405045760,
'id_str': '1037047347405045760',
'is_translation_enabled': False,
'is_translator': False,
'lang': 'en',
'listed_count': 0,
'location': 'Ada, OK',
'name': 'ECU_Math/CS',
'notifications': False,
'profile_background_color': '000000',
'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_banner_url': 'https://pbs.twimg.com/profile_banners/1037047347405045760/1536096251',
'profile_image_url': 'http://pbs.twimg.com/profile_images/1037089960514310144/Kk2ypzpr_normal.jpg',
'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1037089960514310144/Kk2ypzpr_normal.jpg',
'profile_link_color': 'FF5400',
'profile_sidebar_border_color': '000000',
'profile_sidebar_fill_color': '000000',
'profile_text_color': '000000',
'profile_use_background_image': False,
'protected': False,
'screen_name': 'cs_ecu',
'statuses_count': 8,
'time_zone': None,
'translator_type': 'none',
'url': 'https://t.co/PugruxKlLL',
'utc_offset': None,
'verified': False}}
Getting Home Pages and Past Tweets#
We can grab the home timeline from our user.
len(mathcs_twitter_api.statuses.home_timeline())
20
Or another user
len(mathcs_twitter_api.statuses.user_timeline(screen_name="nurfnick"))
20
I am going to guess here that the API is limiting me to only the past 20 tweets. You’ll find that there are lots of limits in the API!
Your Turn#
Using either the math_cs credentials or your own;
Get authenticated to twitter.
Find the top trending 10 topics in the world and display them by name
Search for your favorite show, actor, sports team or player and see what twitter is saying about them.