The graph represents a network of 5,832 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 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 08:04 UTC.
The tweets in the network were tweeted over the 1062-day, 9-hour, 49-minute period from Tuesday, 07 April 2020 at 15:10 UTC to Monday, 06 March 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 : 5832
Unique Edges : 2368
Edges With Duplicates : 10112
Total Edges : 12480
Number of Edge Types : 9
Retweet : 4162
MentionsInRetweet : 4672
Tweet : 1042
MentionsInReplyTo : 1441
Replies to : 677
Mentions : 320
Quote : 82
MentionsInQuote : 41
MentionsInQuoteReply : 43
Self-Loops : 1329
Reciprocated Vertex Pair Ratio : 0.0104947526236882
Reciprocated Edge Ratio : 0.0207715133531157
Connected Components : 933
Single-Vertex Connected Components : 272
Maximum Vertices in a Connected Component : 2956
Maximum Edges in a Connected Component : 7030
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 9.38402
Graph Density : 0.000178378229598718
Modularity : 0.500682
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,832 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 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 08:04 UTC.
The tweets in the network were tweeted over the 1062-day, 9-hour, 49-minute period from Tuesday, 07 April 2020 at 15:10 UTC to Monday, 06 March 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:
[3117] covid,19 [471] anthony,fauci [469] another,massive [469] holy,cow [469] massive,holy [469] news,probably [469] huge,piece [469] probably,ten [469] cow,huge [469] ten,likes Top Word Pairs in Tweet in G1:
[434] being,threatened [434] jail,time [434] threatened,prosecution [434] report,reveals [434] time,bombshell [434] anthony,fauci [434] fauci,being [434] bombshell,report [434] prosecution,jail [433] reveals,misl Top Word Pairs in Tweet in G2:
[416] piece,news [416] probably,ten [416] cow,huge [416] ten,likes [416] news,probably [416] another,massive [416] massive,holy [416] holy,cow [416] likes,disappear [416] disappear,twitterhole Top Word Pairs in Tweet in G3:
[256] covid,19 [18] 19,pandemic [13] 19,vaccine [11] 19,vaccines [8] putin,ordena [8] vacinas,covid [7] 19,rússia [7] #covid19,#covid_19 [7] destruição,todas [7] todas,vacinas Top Word Pairs in Tweet in G4:
[142] covid,19 [107] sars,cov [89] evidence,suggests [88] emerging,evidence [86] respiratory,syndrome [86] coronavirus,sars [86] severe,acute [86] acute,respiratory [86] syndrome,coronavirus [86] suggests,severe Top Word Pairs in Tweet in G5:
[136] vivi,após [136] veja,publicar [136] dois,anos [136] anos,intensos [136] ataques,acusações [136] intensos,ataques [136] revista,veja [136] após,dois [136] ler,revista [136] perseguições,ler Top Word Pairs in Tweet in G6:
[148] covid,19 [50] dr,fauci [50] lab,leak [48] jim,jordan [48] jordan,dr [47] leak,theory [46] downplay,lab [46] conference,call [46] fauci,organized [46] senator,jim Top Word Pairs in Tweet in G7:
[59] covid,19 [58] calls,over [58] over,world [58] pull,unsafe [58] world,pull [57] market,support [57] #covidvaccines,market [57] support,alejandrodiazmd [57] unsafe,#covidvaccines [57] alejandrodiazmd,draseemmalhotra Top Word Pairs in Tweet in G8:
[66] covid,19 [45] #covid_19,#vaccine [45] houston,methodist [45] required,inform [45] eua,#covid_19 [45] employees,participation [45] inform,employees [45] hospital,required [45] participation,eua [45] methodist,hospital Top Word Pairs in Tweet in G9:
[140] covid,19 [38] actuaries,institute [37] update,estimates [37] working,group [37] estimates,excess [37] today,released [37] 19,mortality [37] institute,today [37] group,actuaries [37] released,update Top Word Pairs in Tweet in G10:
[122] covid,19 [46] vaccins,covid [44] ordonne,destruction [42] destruction,tous [42] 19,russie [42] poutine,ordonne [40] tous,vaccins [35] pam33771,poutine [33] objectivement,l'année [33] l'année,2020 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
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 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:
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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: