The graph represents a network of 6,963 Twitter users whose recent tweets contained "COVID", 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 3/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 March 2023 at 07:24 UTC.
The tweets in the network were tweeted over the 1142-day, 7-hour, 23-minute period from Thursday, 30 January 2020 at 16:37 UTC to Saturday, 18 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 : 6963
Unique Edges : 4284
Edges With Duplicates : 11353
Total Edges : 15637
Number of Edge Types : 9
Retweet : 3676
MentionsInRetweet : 4529
Tweet : 1359
Quote : 156
Replies to : 1414
MentionsInReplyTo : 3930
Mentions : 403
MentionsInQuoteReply : 63
MentionsInQuote : 107
Self-Loops : 1627
Reciprocated Vertex Pair Ratio : 0.0272578821756061
Reciprocated Edge Ratio : 0.0530692100758132
Connected Components : 1325
Single-Vertex Connected Components : 355
Maximum Vertices in a Connected Component : 3076
Maximum Edges in a Connected Component : 8788
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 8.097517
Graph Density : 0.00016870062520724
Modularity : 0.53518
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,963 Twitter users whose recent tweets contained "COVID", 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 3/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 March 2023 at 07:24 UTC.
The tweets in the network were tweeted over the 1142-day, 7-hour, 23-minute period from Thursday, 30 January 2020 at 16:37 UTC to Saturday, 18 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 : COVID
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:
[1118] covid,19 [262] twitter,files [201] 19,lie [200] elonmusk,covid_clarity [191] virality,project [185] lie,machine [184] great,covid [167] files,#19 [164] #19,great [163] long,covid Top Word Pairs in Tweet in G1:
[74] covid,19 [46] covid,booster [36] increased,risk [35] reveal,pharmaceutical [35] giant,evidence [35] suggesting,increased [35] documents,reveal [35] pharmaceutical,giant [35] pfizer,documents [35] evidence,suggesting Top Word Pairs in Tweet in G2:
[105] covid,19 [25] withholding,data [25] china,withholding [22] accuses,china [20] raccoon,dogs [17] covid,origins [12] data,covid [12] pandemic,origins [11] data,pandemic [10] raccoon,dog Top Word Pairs in Tweet in G3:
[200] elonmusk,covid_clarity [61] covid_clarity,re [61] fed,propaganda [61] child,goes [60] identity,crisis [60] goes,identity [59] re,fed [59] adults,moreover [59] moreover,child [59] propaganda,adults Top Word Pairs in Tweet in G4:
[232] covid,19 [175] virality,project [172] twitter,files [163] 19,lie [163] lie,machine [161] great,covid [156] files,#19 [155] #19,great [149] true,stories [148] machine,stanford Top Word Pairs in Tweet in G5:
[34] cdc's,central [34] immunity,covid [34] infections,cdc's [34] limit,infections [34] covid,upper [34] lasting,immunity [34] 70,risk [34] central,estimate [34] upper,limit [34] estimate,70 Top Word Pairs in Tweet in G6:
[35] miel,limón [30] garcía,vilchis [30] covid,bastaba [30] bastaba,tomar [30] _lizvilchis,cariño [30] tomar,miel [30] mire,amlo [30] atender,covid [30] amlo,atender [30] cariño,mire Top Word Pairs in Tweet in G7:
[86] florida,surgeon [86] study,shows [86] anyone,vaccine [86] shows,anyone [86] lancet,study [86] general,lancet [86] breaking,florida [86] vaccine,more [86] surgeon,general [85] more,contrac Top Word Pairs in Tweet in G8:
[74] covid,pandemic [74] pandemic,origins [68] health,organization [68] world,health [68] breaking,news [67] withholding,data [67] accused,china [67] organization,accused [67] link,covid [67] news,world Top Word Pairs in Tweet in G9:
[55] side,effects [51] 25,seconds [51] medications,25 [51] severe',plaque [51] plaque,psoriasis [51] speed,reading [51] psoriasis,medications [51] 'moderate,severe' [51] commercials,'moderate [51] seconds,speed Top Word Pairs in Tweet in G10:
[45] suffered,acute [45] 69,patients [45] rollout,69 [45] acute,kidney [45] 90,days [39] mrna,rollout [39] infant,suffered [39] first,90 [39] one,infant [39] patients,including 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: