The graph represents a network of 7,657 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 2/19/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 20 February 2023 at 02:06 UTC.
The tweets in the network were tweeted over the 1883-day, 5-hour, 48-minute period from Sunday, 24 December 2017 at 19:11 UTC to Monday, 20 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 : 7657
Unique Edges : 4056
Edges With Duplicates : 11305
Total Edges : 15361
Number of Edge Types : 9
Retweet : 3236
MentionsInRetweet : 3911
Replies to : 1972
MentionsInReplyTo : 4460
Mentions : 348
Quote : 189
Tweet : 1025
MentionsInQuoteReply : 146
MentionsInQuote : 74
Self-Loops : 1212
Reciprocated Vertex Pair Ratio : 0.0294726586286689
Reciprocated Edge Ratio : 0.0572577783035609
Connected Components : 1333
Single-Vertex Connected Components : 183
Maximum Vertices in a Connected Component : 1546
Maximum Edges in a Connected Component : 3552
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.290447
Graph Density : 0.000144195031789435
Modularity : 0.55976
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 7,657 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 2/19/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 20 February 2023 at 02:06 UTC.
The tweets in the network were tweeted over the 1883-day, 5-hour, 48-minute period from Sunday, 24 December 2017 at 19:11 UTC to Monday, 20 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:
[3102] fake,news [403] news,channel [401] cable,news [397] rated,cable [395] channel,america [388] one,rated [388] number,one [386] functioning,democracy [386] democracy,number [386] see,possible Top Word Pairs in Tweet in G1:
[366] cable,news [364] news,channel [363] rated,cable [363] number,one [363] one,rated [361] functioning,democracy [361] channel,america [361] democracy,number [361] see,possible [361] possible,functioning Top Word Pairs in Tweet in G2:
[326] leu,notícia [326] bolsonaro,leu [326] colocado,inquérito [326] científica,foi [326] foi,colocado [326] revista,médica [326] notícia,uma [326] médica,científica [326] uma,revista [315] fake,news Top Word Pairs in Tweet in G3:
[232] run,again [232] again,wake [232] county,da's [232] wake,fulton [232] da's,investigation [232] chair,run [232] fulton,county [232] gop,party [232] party,chair [232] outgoing,gop Top Word Pairs in Tweet in G4:
[104] fake,news [12] fox,news [10] news,cnn [9] news,media [8] foxnews,fake [6] corrupt,zombie [6] gop,mattrinalditx [6] cnn,fake [6] realstewpeters,docwashburn [6] joebiden,housegop Top Word Pairs in Tweet in G5:
[114] fake,news [9] chatgptは高性能な対話ができるのになぜデタラメな回答をすることがあるのか,gigazine [9] called,fake [9] teacher,fired [8] fake,narrative [8] substitute,teacher [8] over,video [8] fired,over [7] news,media [7] desantis,called Top Word Pairs in Tweet in G6:
[141] fundación,disenso [141] públicos,fundación [141] #lodeolona,gastan [141] euros,públicos [141] gastan,millones [141] buena,pregunta [141] millones,euros [141] pregunta,#lodeolona [141] disenso,algunas [140] algunas,re Top Word Pairs in Tweet in G7:
[102] fake,news [35] movement,sm [35] one,push [35] sm,opportunity [35] months,wanted [35] peterobi,months [35] wanted,one [35] opportunity,po [35] praised,peterobi [35] push,movement Top Word Pairs in Tweet in G8:
[148] fox,news [147] propaganda,network [147] news,propaganda [145] knew,fox [145] confirmed,knew [145] network,republican [145] republican,party [145] murdoch,confirmed [145] rupert,murdoch [144] party,confirm Top Word Pairs in Tweet in G9:
[6] fake,news [3] ezembeck,teamphil [3] rudysballots,pineappleberry [3] femmevoilet,earthone_13 [3] walters8082,ianb_67 [3] stirredcrazy,mgdmd1 [3] hwollenwebber,gop [3] moderaterepand1,pamelaedwards [3] lanemancini61,bzblues1 [3] seleln1,lokeymjb Top Word Pairs in Tweet in G10:
[46] fake,news [39] artigo,científica [39] conclui,proteção [39] publicou,artigo [39] pela,infecção [39] lancet,publicou [39] infecção,covid [39] revista,lancet [39] científica,conclui [36] oferecida,pela 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 G6:
Top Replied-To in G7:
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: