The graph represents a network of 19,731 Twitter users whose recent tweets contained "disinformation", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 21 March 2022 at 12:28 UTC.
The tweets in the network were tweeted over the 12-hour, 51-minute period from Sunday, 20 March 2022 at 20:45 UTC to Monday, 21 March 2022 at 09:36 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 19731
Unique Edges : 25535
Edges With Duplicates : 4146
Total Edges : 29681
Number of Edge Types : 5
Replies to : 3111
Retweet : 14404
MentionsInRetweet : 5009
Mentions : 5272
Tweet : 1885
Self-Loops : 1963
Reciprocated Vertex Pair Ratio : 0.00450145400948094
Reciprocated Edge Ratio : 0.00896256345177665
Connected Components : 1996
Single-Vertex Connected Components : 808
Maximum Vertices in a Connected Component : 14736
Maximum Edges in a Connected Component : 24529
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 7.229737
Graph Density : 6.47738951543984E-05
Modularity : 0.813777
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 19,731 Twitter users whose recent tweets contained "disinformation", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 21 March 2022 at 12:28 UTC.
The tweets in the network were tweeted over the 12-hour, 51-minute period from Sunday, 20 March 2022 at 20:45 UTC to Monday, 21 March 2022 at 09:36 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : disinformation
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[4146] russian,disinformation [1964] hunter,biden [1867] social,media [1840] biden,laptop [1705] disinformation,campaign [1111] false,flag [1050] disinformation,campaigns [1036] disinformation,social [1024] media,took [1023] ground,work Top Word Pairs in Tweet in G1:
[1108] social,media [951] ground,work [950] break,everyone [950] everyone,heart [950] heart,yesterday [950] yesterday,during [950] during,ground [950] work,witnessed [950] witnessed,still [950] still,lot Top Word Pairs in Tweet in G2:
[785] false,flag [783] flag,chemical [615] disinformation,campaign [482] ammonia,leak [467] chemical,attacks [361] chemical,attack [346] chemical,plant [346] plant,sumy [329] campaign,involving [292] disinformation,claiming Top Word Pairs in Tweet in G3:
[967] russian,disinformation [595] officials,signed [595] hunter,biden [593] laptop,russian [546] biden,laptop [364] signed,letter [358] single,piece [350] hunter,biden's [350] biden's,laptop [324] 50,intel Top Word Pairs in Tweet in G4:
[192] gender,affirming [192] affirming,care [169] testosterone,cause [169] cause,cancer [167] disinformation,gender [167] cancer,cis [167] cis,women [167] women,prescribed [148] massive,disinformation [142] rowling,trying Top Word Pairs in Tweet in G5:
[780] versus,troll [780] troll,armies [780] armies,rewriting [780] rewriting,history [780] history,disinformation [780] disinformation,campaigns [780] campaigns,#endautocracy [780] #endautocracy,#powertothepeople [75] social,media [71] disinformation,social Top Word Pairs in Tweet in G6:
[158] russian,disinformation [99] hunter,biden [92] biden,laptop [46] laptop,story [42] cnn,cbs [41] story,russian [41] msnbc,cnn [39] fake,news [39] viewers,hunter [38] flashback,msnbc Top Word Pairs in Tweet in G7:
[691] russian,disinformation [200] hours,nyt [194] spread,lie [185] 100,authentic [184] 72,hours [184] nyt,paper [184] paper,record [184] record,stated [184] stated,archive [184] archive,liberal Top Word Pairs in Tweet in G8:
[211] hunter,biden [203] russian,disinformation [179] biden,laptop [118] disinformation,campaign [106] russian,government [105] great,journalism [105] journalism,cnn [105] cnn,'does [105] 'does,surprise [105] surprise,information Top Word Pairs in Tweet in G9:
[152] #russian,#disinformation [61] cynical,disinformation [61] disinformation,manipulation [60] many,more [60] more,#fakes [60] #fakes,expect [60] expect,protesters [60] protesters,nyc [60] nyc,holding [60] holding,posters Top Word Pairs in Tweet in G10:
[326] russian,disinformation [123] disinformation,campaign [117] false,flag [110] florida,man [110] man,mattgaetz [110] mattgaetz,confirms [110] confirms,useful [110] useful,idiot [110] idiot,tool [110] tool,russian Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G4:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G5:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: