The graph represents a network of 6,195 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 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 02:04 UTC.
The tweets in the network were tweeted over the 992-day, 11-hour, 40-minute period from Tuesday, 19 May 2020 at 13:19 UTC to Monday, 06 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 : 6195
Unique Edges : 2361
Edges With Duplicates : 10697
Total Edges : 13058
Number of Edge Types : 9
Retweet : 3419
MentionsInRetweet : 3802
Mentions : 142
Replies to : 1747
MentionsInReplyTo : 2922
Tweet : 767
MentionsInQuoteReply : 74
Quote : 146
MentionsInQuote : 39
Self-Loops : 874
Reciprocated Vertex Pair Ratio : 0.0248242859279198
Reciprocated Edge Ratio : 0.0484459360863855
Connected Components : 855
Single-Vertex Connected Components : 155
Maximum Vertices in a Connected Component : 3299
Maximum Edges in a Connected Component : 7814
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.460138
Graph Density : 0.000178594557517846
Modularity : 0.50931
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,195 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 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 02:04 UTC.
The tweets in the network were tweeted over the 992-day, 11-hour, 40-minute period from Tuesday, 19 May 2020 at 13:19 UTC to Monday, 06 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:
[4081] fake,news [1331] during,trump [1261] chinese,spy [846] flew,over [764] spy,balloon [756] under,trump [732] trump,presidency [722] claim,chinese [720] balloon,flew [716] re,trying Top Word Pairs in Tweet in G1:
[624] during,trump [622] trump,presidency [622] chinese,spy [622] flew,over [622] balloon,flew [621] 3x,during [621] trying,claim [621] spy,balloon [621] re,trying [621] over,3x Top Word Pairs in Tweet in G2:
[523] fake,news [490] chinese,balloons [488] news,another [488] dni,directors [488] under,trump [488] former,dni [488] trump,fake [484] another,lie [483] report,chinese [483] directors,report Top Word Pairs in Tweet in G3:
[527] fake,news [443] during,trump [440] chinese,spy [418] spy,balloons [414] more,fake [413] usa,during [413] over,usa [413] balloons,over [413] trump,administration [413] news,misinformation Top Word Pairs in Tweet in G4:
[113] fake,news [25] during,trump [24] chinese,balloons [21] over,during [21] flew,over [19] balloons,flew [15] supporters,sleepy [15] sleepy,chucktodd [15] chucktodd,meetthepress [15] claiming,chinese Top Word Pairs in Tweet in G5:
[186] fake,news [159] anos,prisão [159] condenado,10 [159] prisão,fake [159] 10,anos [118] ortega,condenado [118] news,atentado [118] crítico,ortega [118] padre,crítico [118] integridade,nacional Top Word Pairs in Tweet in G6:
[112] fake,news [99] under,trump [84] without,evidence [81] trump,oh [81] shows,without [81] phony,sunday [81] episodes,under [81] oh,yeah [81] balloon,episodes [81] three,balloon Top Word Pairs in Tweet in G7:
[140] fake,news [14] 10,anos [14] condenado,10 [13] prisão,fake [13] anos,prisão [11] ditador,padre [11] padre,condenado [11] voz,contra [11] contra,ditador [10] última,voz Top Word Pairs in Tweet in G8:
[119] fake,news [50] krassenstein,fake [11] chinese,spy [10] starforcehh,krassenstein [8] thepoliticalpom,krassenstein [8] never,happened [8] spy,balloons [5] under,trump [5] news,bud [4] flew,over Top Word Pairs in Tweet in G9:
[121] fake,news [67] uma,fake [64] thaís,carla [64] veja,nikolas [64] mais,uma [64] comete,gordofobia [64] em,mais [64] news,comete [64] gordofobia,contra [64] contra,thaís Top Word Pairs in Tweet in G10:
[73] fake,news [48] news,don [48] always,fake [48] don,truth [46] logically_jc,always [31] tweets,shirts [31] account,try [31] shirts,design [31] suspend,please [31] report,twitter Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: