The graph represents a network of 5,981 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 1/10/2023 5:00:34 PM. The network was obtained from Twitter on Wednesday, 11 January 2023 at 08:04 UTC.
The tweets in the network were tweeted over the 1032-day, 13-hour, 59-minute period from Saturday, 14 March 2020 at 11:01 UTC to Wednesday, 11 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 : 5981
Unique Edges : 2754
Edges With Duplicates : 10354
Total Edges : 13108
Number of Edge Types : 9
Retweet : 3970
MentionsInRetweet : 4830
MentionsInReplyTo : 1864
Mentions : 385
Replies to : 901
Tweet : 1044
Quote : 75
MentionsInQuote : 29
MentionsInQuoteReply : 10
Self-Loops : 1236
Reciprocated Vertex Pair Ratio : 0.0117483382284743
Reciprocated Edge Ratio : 0.0232238349885409
Connected Components : 1018
Single-Vertex Connected Components : 388
Maximum Vertices in a Connected Component : 2948
Maximum Edges in a Connected Component : 7608
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 5.906635
Graph Density : 0.000182993078975283
Modularity : 0.510006
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,981 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 1/10/2023 5:00:34 PM. The network was obtained from Twitter on Wednesday, 11 January 2023 at 08:04 UTC.
The tweets in the network were tweeted over the 1032-day, 13-hour, 59-minute period from Saturday, 14 March 2020 at 11:01 UTC to Wednesday, 11 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:
[3644] covid,19 [769] 19,vaccine [646] ago,today [625] one,year [621] dr,fauci [620] exposing,dr [620] appeared,lie [620] lie,under [620] #darpadocs,exposing [620] explosive,#darpadocs Top Word Pairs in Tweet in G1:
[584] dr,fauci [584] ago,today [584] explosive,#darpadocs [584] under,oath [584] today,released [584] released,explosive [584] one,year [584] year,ago [584] appeared,lie [584] #darpadocs,exposing Top Word Pairs in Tweet in G2:
[576] covid,19 [181] 19,vaccines [179] digital,qr [179] certificate,paper [179] click,link [179] vaccines,covid [179] vaccine,click [179] card,boosters [179] exemption,letters [179] 19,digital Top Word Pairs in Tweet in G3:
[329] covid,19 [50] 19,vaccine [38] vaccine,mandate [26] drops,covid [22] mandate,troops [18] pentagon,drops [15] covid,cases [14] cases,india [14] 19,vaccination [13] 19,pandemic Top Word Pairs in Tweet in G4:
[196] diamond,silk [182] silk,died [182] duo,diamond [122] contracting,called [122] diamond,maga [122] maga,trump [122] lynette,hardaway [122] aka,diamond [122] trump,supporting [122] supporting,duo Top Word Pairs in Tweet in G5:
[173] covid,19 [146] 19,vaccine [143] vaccine,mandate [142] military,covid [139] official,republican [139] secdef,needs [139] efforts,end [139] republican,efforts [139] successful,secdef [139] mandate,successful Top Word Pairs in Tweet in G6:
[147] covid,19 [97] #vaccinedeath,brought [97] brought,#pfizer [97] 19,#vaccinedeath [96] banthebbc,covid [25] imagine,replaced [25] replaced,those [25] ran,major [25] those,covid [25] counters,ran Top Word Pairs in Tweet in G7:
[93] salud,cercano [93] prioridad,asiste [93] #jornadadevacunación,adulto [93] asiste,cita [93] adulto,mayor [93] inmunízate,contra [93] cercano,inmunízate [93] cita,centro [93] eres,prioridad [93] centro,salud Top Word Pairs in Tweet in G8:
[134] public,health [134] health,crisis [114] moderna,simple [114] ceo,moderna [114] today,ceo [114] crisis,quadrupling [114] letter,today [114] simple,message [114] midst,public [114] message,midst Top Word Pairs in Tweet in G9:
[136] covid,19 [85] 19,vaccine [46] vaccine,created [46] created,reduce [46] believe,covid [46] reduce,population [45] libfails,believe [26] ages,11 [26] netherlands,announces [26] kids,ages Top Word Pairs in Tweet in G10:
[59] white,house [49] media,companies [49] relentless,coercive [49] wsj,ed [49] house,put [49] authors,wsj [49] coercive,pressure [49] pressure,white [49] ed,called [49] covid,19 Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: