The graph represents a network of 7,153 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 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 02:05 UTC.
The tweets in the network were tweeted over the 1077-day, 12-hour, 7-minute period from Monday, 23 March 2020 at 12:53 UTC to Monday, 06 March 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 : 7153
Unique Edges : 3558
Edges With Duplicates : 11169
Total Edges : 14727
Number of Edge Types : 9
Replies to : 2083
MentionsInReplyTo : 3908
Tweet : 1053
Retweet : 3154
MentionsInRetweet : 3859
Quote : 205
MentionsInQuote : 91
MentionsInQuoteReply : 107
Mentions : 267
Self-Loops : 1200
Reciprocated Vertex Pair Ratio : 0.0339005235602094
Reciprocated Edge Ratio : 0.0655779212558552
Connected Components : 1308
Single-Vertex Connected Components : 200
Maximum Vertices in a Connected Component : 1611
Maximum Edges in a Connected Component : 3979
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.219802
Graph Density : 0.000154403230633976
Modularity : 0.540948
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 7,153 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 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 02:05 UTC.
The tweets in the network were tweeted over the 1077-day, 12-hour, 7-minute period from Monday, 23 March 2020 at 12:53 UTC to Monday, 06 March 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:
[3903] fake,news [388] jair,bolsonaro [383] bolsonaro,cpac [382] foi,avassalador [382] discurso,jair [382] mídia,americana [382] esquerda,desesperada [382] avassalador,mídia [382] desesperada,após [382] cpac,foi Top Word Pairs in Tweet in G1:
[373] fake,news [239] contra,quem [238] quem,falava [119] toda,perseguição [119] falava,máscara [119] fabricado,contra [119] foi,fabricado [119] falava,vírus [119] perseguição,contra [119] não,adiantava Top Word Pairs in Tweet in G2:
[345] foi,avassalador [345] mídia,americana [345] desesperada,após [345] cpac,foi [345] discurso,jair [345] bolsonaro,cpac [345] jair,bolsonaro [345] saber,discurso [345] após,saber [345] esquerda,desesperada Top Word Pairs in Tweet in G3:
[283] fake,news [210] crucifixo,lula [205] news,crucifixo [204] lula,bolsominions [204] até,dona [204] dona,marisa [204] disseminando,fake [204] zambelli,estão [204] estão,disseminando [204] dizendo,até Top Word Pairs in Tweet in G4:
[186] fake,news [91] tamil,nadu [31] spread,fake [26] funds,back [26] union,funds [26] back,tamil [26] news,tn [26] tamils,tamil [26] much,more [26] nadu,contribute Top Word Pairs in Tweet in G5:
[166] fake,news [6] daily,beast [5] correct,claim [5] liberal,daily [5] beast,forced [5] forced,correct [5] news,liberal [5] transgender,community [5] street,forget [5] claim,cpac Top Word Pairs in Tweet in G6:
[156] don'ts,education [156] time,less [156] more,time [156] 2023,simple [156] try,keep [156] simple,spend [156] do's,don'ts [156] spend,more [156] less,things [156] education,compliance Top Word Pairs in Tweet in G7:
[69] fake,news [23] long,fake [23] trump,doesn [23] tells,long [23] provide,alternate [23] give,speeches [23] please,share [23] speeches,tells [23] doesn,give [23] fake,stories Top Word Pairs in Tweet in G8:
[131] fake,news [41] dino,quer [41] contra,empresa [41] consumidor,contra [41] usar,lei [41] divulgar,fake [41] lei,consumidor [41] news,metrópoles [41] empresa,divulgar [41] quer,usar Top Word Pairs in Tweet in G9:
[106] fake,news [84] labeled,parody [84] account,labeled [84] spreads,fake [84] take,serious [84] news,hourly [84] parody,one [84] hourly,account [84] one,take [84] richardgrenell,buffoon Top Word Pairs in Tweet in G10:
[49] fake,news [37] não,fake [37] antes,não [37] compartilhar,verifica [37] link,mas [37] segue,link [37] mas,compartilhar [37] verifica,antes [3] vitor,pereira [2] aí,yoshcagebolsona Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
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:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
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:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: