The graph represents a network of 5,717 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 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 08:04 UTC.
The tweets in the network were tweeted over the 1043-day, 16-hour, 42-minute period from Wednesday, 04 March 2020 at 08:18 UTC to Thursday, 12 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 : 5717
Unique Edges : 2277
Edges With Duplicates : 9882
Total Edges : 12159
Number of Edge Types : 9
Retweet : 4263
MentionsInRetweet : 4977
Tweet : 977
Replies to : 467
MentionsInReplyTo : 1046
Quote : 68
MentionsInQuote : 25
Mentions : 316
MentionsInQuoteReply : 20
Self-Loops : 1134
Reciprocated Vertex Pair Ratio : 0.0100384808432324
Reciprocated Edge Ratio : 0.0198774225608746
Connected Components : 890
Single-Vertex Connected Components : 296
Maximum Vertices in a Connected Component : 2801
Maximum Edges in a Connected Component : 6672
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 4.885989
Graph Density : 0.000184739925232505
Modularity : 0.500918
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,717 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 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 08:04 UTC.
The tweets in the network were tweeted over the 1043-day, 16-hour, 42-minute period from Wednesday, 04 March 2020 at 08:18 UTC to Thursday, 12 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:
[2882] covid,19 [990] reveal,covid [974] foia,documents [974] covid,pandemic [973] pandemic,dod [973] dating,back [973] operation,dating [973] back,obama [973] documents,reveal [973] dod,operation Top Word Pairs in Tweet in G1:
[908] covid,pandemic [908] dod,operation [908] obama,pentagon [908] operation,dating [908] reveal,covid [908] bombshell,foia [908] foia,documents [908] documents,reveal [908] dating,back [908] pandemic,dod Top Word Pairs in Tweet in G2:
[361] taylor,lee [360] lee,repeatedly [360] lee,us_fda [360] comments,taylor [360] forget,abhorrent [360] video,lee [360] never,forget [360] undercover,video [360] us_fda,caught [360] repeatedly,joked Top Word Pairs in Tweet in G3:
[236] covid,19 [15] 19,cases [14] contra,covid [10] 19,booster [10] 19,vaccine [10] health,emergency [9] #covid,19 [9] 19,vaccines [9] 19,pandemic [8] county,reports Top Word Pairs in Tweet in G4:
[205] scott,gottlieb [199] dr,scott [196] pfizer,board [196] member,dr [196] lobbied,twitter [196] twitter,censor [196] gottlieb,used [196] head,fda [196] used,head [196] fda,lobbied Top Word Pairs in Tweet in G5:
[249] covid,19 [208] vtvcanal8,#prevención [162] combate,covid [162] mascarilla,vacunas [162] consciente,cuídate [162] combinación,mascarilla [162] mejor,combinación [162] vacunas,sé [162] sé,consciente [162] 19,mejor Top Word Pairs in Tweet in G6:
[199] covid,19 [145] 19,vaccine [115] taxpayers,country [93] vaccine,discovery [93] moderna's,covid [93] funded,taxpayers [93] country,costs [93] moderna,produce [93] discovery,funded [93] costs,moderna Top Word Pairs in Tweet in G7:
[146] covid,19 [103] 19,vaccines [98] true,covid [98] vaccines,cross [98] breaking,bbc [98] bbc,censoring [98] censoring,things [98] things,true [97] draseemmalhotra,breaking [97] cross,cr Top Word Pairs in Tweet in G8:
[67] director,worldwide [67] research,pfizer [67] info,public [67] responsible,orders [67] vanessa,gelman [67] suppress,info [67] pfizer,vanessa [67] orders,suppress [67] worldwide,research [67] gelman,responsible Top Word Pairs in Tweet in G9:
[86] covid,19 [38] 19,vaccine [34] vaccine,created [34] created,reduce [34] believe,covid [34] reduce,population [33] realomarnavarro,believe [20] public,health [20] emergency,again [20] 19,public Top Word Pairs in Tweet in G10:
[69] covid,19 [46] mandate,tuesday [46] 19,vaccination [46] dropped,covid [46] pentagon,formally [46] defense,secretary [46] signed,defense [46] vaccination,mandate [46] secretary,lloyd [46] formally,dropped Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
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:
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Top Mentioned in G9:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: