The graph represents a network of 7,139 Twitter users whose recent tweets contained "fake news", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 02:06 UTC.
The tweets in the network were tweeted over the 2299-day, 23-hour, 19-minute period from Thursday, 22 September 2016 at 01:40 UTC to Monday, 09 January 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 7139
Unique Edges : 3696
Edges With Duplicates : 10913
Total Edges : 14609
Number of Edge Types : 9
Replies to : 2281
MentionsInReplyTo : 4202
Tweet : 1242
Retweet : 2833
MentionsInRetweet : 3514
MentionsInQuote : 51
Mentions : 230
Quote : 224
MentionsInQuoteReply : 32
Self-Loops : 1430
Reciprocated Vertex Pair Ratio : 0.0251389256417042
Reciprocated Edge Ratio : 0.0490449148167269
Connected Components : 1363
Single-Vertex Connected Components : 284
Maximum Vertices in a Connected Component : 1785
Maximum Edges in a Connected Component : 4233
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.355067
Graph Density : 0.000152046240582131
Modularity : 0.547284
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 7,139 Twitter users whose recent tweets contained "fake news", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 02:06 UTC.
The tweets in the network were tweeted over the 2299-day, 23-hour, 19-minute period from Thursday, 22 September 2016 at 01:40 UTC to Monday, 09 January 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : fake news
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:
[3966] fake,news [322] congreso,brasil [316] news,propaganda [308] under,fake [306] war,lies [306] propaganda,war [306] 美國假新聞宣傳戰下,西方媒體製造的疫情謊言 [306] 西方媒體製造的疫情謊言,under [306] lies,epidemic [296] golpe,estado Top Word Pairs in Tweet in G1:
[308] congreso,brasil [273] estado,ocurriendo [273] golpe,estado [273] intento,golpe [273] ocurriendo,congreso [273] bolsonaro,sale [273] brasil,seguidores [273] seguidores,bolsonaro [272] gmaemejota,intento [67] fake,news Top Word Pairs in Tweet in G2:
[224] fake,news [14] andrejanonesadv,fake [10] em,brasília [9] mais,uma [9] atos,terroristas [8] uma,fake [7] espalhar,fake [7] rei,fake [7] não,tem [7] alexandre,flaviodino Top Word Pairs in Tweet in G3:
[306] 西方媒體製造的疫情謊言,under [306] 美國假新聞宣傳戰下,西方媒體製造的疫情謊言 [306] lies,epidemic [306] war,lies [306] fake,news [306] under,fake [306] propaganda,war [306] news,propaganda [274] epidemic,created [144] bethany13628950,kuomintang Top Word Pairs in Tweet in G4:
[230] objetivos,electorales [230] llegan,brasil [230] consigue,objetivos [230] derecha,extrema [230] extrema,consigue [230] máxima,preocupación [230] preocupación,imágenes [230] brasil,derecha [230] imágenes,llegan [229] ionebelarra,máxima Top Word Pairs in Tweet in G5:
[244] fake,news [15] game,take [15] take,over [15] push,fake [15] windows,devices [15] over,windows [15] hackers,push [15] fake,pokemon [15] pokemon,nft [14] nft,game Top Word Pairs in Tweet in G6:
[111] fake,news [8] elonmusk,fake [7] paulocastellano,elonmusk [7] right,wing [5] jair,bolsonaro [4] walkerbragman,elonmusk [4] cnn,fake [4] bogeyman,spoiled [4] lefty,journos [4] adamkinzinger,cnn Top Word Pairs in Tweet in G7:
[155] virtually,nothing [155] york,times [155] times,washington [155] nothing,reported [155] reported,york [155] politico,msnbc [155] washington,cnn [155] cnn,politico [155] remember,virtually [155] msnbc,rest Top Word Pairs in Tweet in G8:
[81] fake,news [15] aoc,lulaoficial [12] lulaoficial,fake [8] potus,lulaoficial [7] vuelto,demostrar [7] lawfare,corrupción [7] ultraderecha,vuelto [7] news,lawfare [7] consiguen,ganar [7] demostrar,consiguen Top Word Pairs in Tweet in G9:
[85] fake,news [17] intervenção,militar [17] jovem,pan [16] imploram,ajuda [16] criam,fake [16] alienígenas,tá [16] outros,cidadão [16] lista,crimes [16] tá,essa [16] vergonha,pública Top Word Pairs in Tweet in G10:
[121] fake,news [66] gregkellyusa,fake [66] january,6th [66] 6th,anniversary [66] over,january [66] tsunami,over [66] news,tsunami [66] facts,evidence [66] evidence,destroys [66] presenting,facts Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G4:
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 G5:
Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: