The graph represents a network of 5,903 Twitter users whose recent tweets contained "COVID-19", 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 1/12/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 13 January 2023 at 08:04 UTC.
The tweets in the network were tweeted over the 1033-day, 3-hour, 9-minute period from Sunday, 15 March 2020 at 21:50 UTC to Friday, 13 January 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 : 5903
Unique Edges : 1997
Edges With Duplicates : 10208
Total Edges : 12205
Number of Edge Types : 9
Retweet : 4101
MentionsInRetweet : 4464
Tweet : 1120
Replies to : 705
MentionsInReplyTo : 1297
Mentions : 392
Quote : 57
MentionsInQuoteReply : 24
MentionsInQuote : 45
Self-Loops : 1313
Reciprocated Vertex Pair Ratio : 0.0104851608317043
Reciprocated Edge Ratio : 0.0207527259936687
Connected Components : 1039
Single-Vertex Connected Components : 358
Maximum Vertices in a Connected Component : 2617
Maximum Edges in a Connected Component : 6115
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.727892
Graph Density : 0.000163205528803996
Modularity : 0.486585
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,903 Twitter users whose recent tweets contained "COVID-19", 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 1/12/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 13 January 2023 at 08:04 UTC.
The tweets in the network were tweeted over the 1033-day, 3-hour, 9-minute period from Sunday, 15 March 2020 at 21:50 UTC to Friday, 13 January 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 : COVID-19
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:
[3672] covid,19 [488] 19,vaccines [476] 19,vaccine [203] reveal,covid [191] dating,back [190] pandemic,dod [190] operation,dating [190] back,obama [190] foia,documents [190] documents,reveal Top Word Pairs in Tweet in G1:
[278] covid,19 [26] 19,vaccine [8] contra,covid [8] casos,nuevos [8] 19,pandemic [8] 19,cases [7] 2023,01 [7] 01,12 [7] 19,vaccines [7] casos,covid Top Word Pairs in Tweet in G2:
[38] vice,president [38] biontech,vice [38] good,know [38] upenn,faculty [38] faculty,biontech [38] know,upenn [37] rwmalonemd,good [13] covid,19 [5] breaking,22 [5] woman,ann Top Word Pairs in Tweet in G3:
[174] reveal,covid [173] covid,pandemic [173] dod,operation [173] obama,pentagon [173] operation,dating [173] bombshell,foia [173] foia,documents [173] documents,reveal [173] dating,back [173] pandemic,dod Top Word Pairs in Tweet in G4:
[137] cego,controlado [137] dizer,agora [137] ensaios,clínicos [137] vão,dizer [137] padrão,ouro [137] clínicos,vão [137] placebo,padrão [137] randomizado,duplo [137] duplo,cego [137] ouro,ensaios Top Word Pairs in Tweet in G5:
[194] covid,19 [78] pandemic,police [78] destroyed,health [78] getting,vaccinated [78] former,pandemic [78] police,professional [78] professional,getting [78] life,woke [78] health,life [78] vaccinated,covid Top Word Pairs in Tweet in G6:
[127] covid,19 [101] heart,damage [101] blood,clots [100] 19,vaccines [99] indicates,cause [99] mandated,covid [99] fda,indicates [99] cause,heart [99] damage,blood [99] teams,mandated Top Word Pairs in Tweet in G7:
[128] scott,gottlieb [126] pfizer,board [126] member,dr [126] lobbied,twitter [126] dr,scott [126] twitter,censor [126] gottlieb,used [126] head,fda [126] used,head [126] fda,lobbied Top Word Pairs in Tweet in G8:
[146] covid,19 [144] 19,vaccine [144] discovery,funded [144] costs,moderna [144] vaccine,discovery [144] moderna's,covid [144] funded,taxpayers [144] country,costs [144] taxpayers,country [143] berniesanders,moderna's Top Word Pairs in Tweet in G9:
[144] covid,19 [135] going,tell [135] story,brianne [135] vaccine,trials [135] brianne,dressen [135] participated,covid [135] dressen,courageous [135] 19,vaccine [135] tell,story [135] courageous,woman Top Word Pairs in Tweet in G10:
[164] covid,19 [108] salud,cercano [108] prioridad,asiste [108] #jornadadevacunación,adulto [108] asiste,cita [108] adulto,mayor [108] inmunízate,contra [108] cercano,inmunízate [108] cita,centro [108] eres,prioridad Top Replied-To in Entire Graph:
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 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: