The graph represents a network of 7,126 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 2/12/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 13 February 2023 at 02:06 UTC.
The tweets in the network were tweeted over the 2191-day, 2-hour, 41-minute period from Sunday, 12 February 2017 at 22:19 UTC to Monday, 13 February 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 : 7126
Unique Edges : 4044
Edges With Duplicates : 10757
Total Edges : 14801
Number of Edge Types : 9
Retweet : 2908
MentionsInRetweet : 4115
Replies to : 2158
MentionsInReplyTo : 3725
Mentions : 390
Tweet : 1139
Quote : 280
MentionsInQuote : 66
MentionsInQuoteReply : 20
Self-Loops : 1308
Reciprocated Vertex Pair Ratio : 0.0299129117758425
Reciprocated Edge Ratio : 0.0580882352941176
Connected Components : 1283
Single-Vertex Connected Components : 201
Maximum Vertices in a Connected Component : 1455
Maximum Edges in a Connected Component : 3565
Maximum Geodesic Distance (Diameter) : 33
Average Geodesic Distance : 8.820138
Graph Density : 0.000160716132177201
Modularity : 0.561485
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 7,126 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 2/12/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 13 February 2023 at 02:06 UTC.
The tweets in the network were tweeted over the 2191-day, 2-hour, 41-minute period from Sunday, 12 February 2017 at 22:19 UTC to Monday, 13 February 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:
[4251] fake,news [371] news,media [330] conspiracy,theorist [329] being,called [327] called,conspiracy [327] highest,compliment [326] theorist,highest [326] compliment,fake [326] media,give [325] emeraldrobinson,being Top Word Pairs in Tweet in G1:
[370] fake,news [92] peter,obi [46] n2,billion [45] more,schools [45] wobbling,apc [45] schools,hospitals [45] obi,build [45] debunked,fake [45] billion,debunked [45] build,more Top Word Pairs in Tweet in G2:
[330] fake,news [325] news,media [322] theorist,highest [322] compliment,fake [322] being,called [322] conspiracy,theorist [322] highest,compliment [322] called,conspiracy [322] media,give [321] emeraldrobinson,being Top Word Pairs in Tweet in G3:
[251] fake,news [88] difundiendo,fake [86] ocurrió,brasil [85] michoacán,felipecalderon [85] méxico,difundiendo [85] matancero,michoacán [85] felipecalderon,huyó [85] huyó,méxico [85] news,ocurrió [84] profe_rural,matancero Top Word Pairs in Tweet in G4:
[176] fake,news [6] news,homelands [6] need,fake [6] radios,tvs [6] newspaper's,radios [6] tvs,cable [6] cable,need [6] homelands,need [5] news,pra [4] espalhar,fake Top Word Pairs in Tweet in G5:
[189] fake,news [145] espalhar,fake [141] adiantou,espalhar [141] não,adiantou [140] _,marcelo [140] marcelo,gonçalves [140] news,né [140] né,emerson_rocha [140] ツ,_ [140] _,ツ Top Word Pairs in Tweet in G6:
[100] bloqueo,nixon [100] fueron,camioneros [100] nixon,cia [100] fueron,empresarios [100] capitalismo,embargo [100] cia,fueron [100] camioneros,fueron [100] embargo,bloqueo [99] maxipatriota,capitalismo [81] lamentable,gobierno Top Word Pairs in Tweet in G7:
[121] fake,news [72] esquerda,comunista [72] comunista,ptistas [72] ptistas,#lulaladrão [72] jornalistas,transformou [72] #lulaladrão,stftse [72] imprensa,jornalistas [72] stftse,imprensa [71] exemplo,clássico [71] qual,preço Top Word Pairs in Tweet in G8:
[107] fake,news [45] news,site [25] hours,later [25] tweeted,few [25] respond,literal [25] literal,fake [25] later,respond [25] few,hours [24] sethcotlar,tweeted [20] site,hillary Top Word Pairs in Tweet in G9:
[71] fake,news [40] mas,compartilhar [40] segue,link [40] não,fake [40] antes,não [40] link,mas [40] verifica,antes [40] compartilhar,verifica [7] choquei,fake [5] regina,duarte Top Word Pairs in Tweet in G10:
[27] fake,news [6] more,unamerican [6] acyn,more [6] miller,such [6] stephen,miller [6] unamerican,stephen [6] liar,frightening [6] extremist,figures [6] frightening,extremist [6] such,liar 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 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:
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: