The graph represents a network of 8,236 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 3/12/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 13 March 2023 at 02:06 UTC.
The tweets in the network were tweeted over the 1511-day, 6-hour, 46-minute period from Monday, 21 January 2019 at 17:14 UTC to Monday, 13 March 2023 at 00:00 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 : 8236
Unique Edges : 4920
Edges With Duplicates : 11786
Total Edges : 16706
Number of Edge Types : 9
Quote : 305
Tweet : 1278
Retweet : 2399
MentionsInRetweet : 3102
MentionsInReplyTo : 5952
Replies to : 2984
MentionsInQuote : 187
Mentions : 457
MentionsInQuoteReply : 42
Self-Loops : 1532
Reciprocated Vertex Pair Ratio : 0.0464428002276608
Reciprocated Edge Ratio : 0.0887631893832264
Connected Components : 1684
Single-Vertex Connected Components : 251
Maximum Vertices in a Connected Component : 993
Maximum Edges in a Connected Component : 2587
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.029634
Graph Density : 0.000135543070200193
Modularity : 0.559402
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 8,236 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 3/12/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 13 March 2023 at 02:06 UTC.
The tweets in the network were tweeted over the 1511-day, 6-hour, 46-minute period from Monday, 21 January 2019 at 17:14 UTC to Monday, 13 March 2023 at 00:00 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:
[4333] fake,news [204] ninguém,zombando [139] não,tem [135] spreading,fake [132] maryam,nawaz [131] nicola,carson [130] acordo,nicola [130] nova,agente [130] notícias,os [130] zayn,zenkai Top Word Pairs in Tweet in G1:
[230] fake,news [120] toshakhana,raises [120] airing,fake [120] serious,concerns [120] raises,serious [120] watch,toshakhana [120] receiving,watch [119] maryam,nawaz [110] nawaz,receiving [109] news,ms Top Word Pairs in Tweet in G2:
[218] fake,news [6] news,#tiktok [6] em,fake [6] confira,vídeo [6] vídeo,sem [6] sem,fake [5] aiによる偽造,という指摘 [5] スペースズーム,で撮影した月の写真は [5] galaxyのカメラの100倍ズーム機能,スペースズーム [5] で撮影した月の写真は,aiによる偽造 Top Word Pairs in Tweet in G3:
[120] fake,news [104] mas,compartilhar [104] antes,não [104] não,fake [104] verifica,antes [104] segue,link [104] link,mas [104] compartilhar,verifica [6] corinthians,baixadordevideo [6] snaihtniroccccc,baixadordevideo Top Word Pairs in Tweet in G4:
[202] ninguém,zombando [199] fake,news [121] vídeo,completo [105] completo,não [105] não,tem [104] news,vídeo [103] ele,tem [102] amariadbairro,fake [102] sapato,ninguém [102] zombando,sapato Top Word Pairs in Tweet in G5:
[98] fake,news [9] news,media [7] media,abc [7] nbc,cbs [7] many,more [7] blinded,fake [7] cbs,msnbc [7] msnbc,cnn [7] cnn,very [7] very,many Top Word Pairs in Tweet in G6:
[146] fake,news [130] carson,nova [130] nova,agente [130] os,shows [130] zayn,zenkai [130] agente,zayn [130] nicola,carson [130] acordo,nicola [130] zenkai,management [130] news,acordo Top Word Pairs in Tweet in G7:
[95] fake,news [58] र,क [33] ब,ह [31] ह,र [30] स,भ [30] त,ह [30] propaganda,website [29] क,फ [29] ल,म [29] ज,ल Top Word Pairs in Tweet in G8:
[55] fake,news [20] thiagoresiste,não [19] campinas,thiagoresiste [19] em,campinas [19] chamar,típico [19] virei,procuradora [19] procuradora,arrumaram [19] eis,virei [19] não,chamar [19] arrumaram,marido Top Word Pairs in Tweet in G9:
[50] são,francisco [49] não,hoje [49] francisco,uma [49] transposição,rio [49] hoje,usam [49] fizemos,88 [49] obra,fizemos [49] rio,são [49] lulaoficial,não [49] mentiras,agora Top Word Pairs in Tweet in G10:
[23] fake,news [4] paulyballgame,repswalwell [3] hellopasternak,lindsayames [3] lindsayames,kurt13warner [3] scotthutcheson4,repswalwell [3] xfl2023,milanafanclub [3] xflbattlehawks,xfl2023 [3] regulations,prevented [3] hyvee,gazettedotcom [3] meidastouch,fake Top Replied-To in Entire Graph:
Top Replied-To in G1:
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:
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: