The graph represents a network of 7,077 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 3/12/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 13 March 2023 at 09:36 UTC.
The tweets in the network were tweeted over the 2267-day, 16-hour, 2-minute period from Monday, 26 December 2016 at 07:58 UTC to Monday, 13 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 : 7077
Unique Edges : 3845
Edges With Duplicates : 11062
Total Edges : 14907
Number of Edge Types : 9
Replies to : 1663
MentionsInReplyTo : 3080
Retweet : 3547
MentionsInRetweet : 4367
Tweet : 1513
Mentions : 457
Quote : 153
MentionsInQuote : 74
MentionsInQuoteReply : 53
Self-Loops : 1907
Reciprocated Vertex Pair Ratio : 0.0285991947799528
Reciprocated Edge Ratio : 0.0556080442704818
Connected Components : 1491
Single-Vertex Connected Components : 329
Maximum Vertices in a Connected Component : 2283
Maximum Edges in a Connected Component : 6031
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 10.212667
Graph Density : 0.000147952590949607
Modularity : 0.523936
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 7,077 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 3/12/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 13 March 2023 at 09:36 UTC.
The tweets in the network were tweeted over the 2267-day, 16-hour, 2-minute period from Monday, 26 December 2016 at 07:58 UTC to Monday, 13 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:
[1047] covid,19 [222] covid,vaccine [169] long,covid [81] during,covid [72] covid,deaths [71] 19,pandemic [61] dr,fauci [61] prosecute,fauci [59] year,old [59] three,years Top Word Pairs in Tweet in G1:
[81] covid,19 [8] long,covid [6] covid,vaccine [6] 19,pandemic [6] years,ago [6] contra,covid [6] due,covid [5] three,years [5] reset,part [5] covid,cases Top Word Pairs in Tweet in G2:
[57] fauci,response [57] prosecute,fauci [56] prosecute,talking [56] elonmusk's,prosecute [56] response,elonmusk's [56] talking,let's [56] comment,prosecute [56] fauci,comment [55] drelidavid,fauci [39] covid,19 Top Word Pairs in Tweet in G3:
[55] justintrudeau,fordnation [51] going,appear [51] fordnation,going [51] tell,people [51] publicly,tell [51] appear,publicly [51] curious,justintrudeau [50] people,ter [50] jordanbpeterson,curious [11] bericht,warnt Top Word Pairs in Tweet in G4:
[45] josé,ramón [44] ramón,lópez [40] lópez,beltrán [32] covid,19 [28] hijo,presidente [25] cuba,tienen [25] muriendo,hambre [25] mientras,hijo [25] mientras,hijos [25] tienen,pueblo Top Word Pairs in Tweet in G5:
[26] covid,cases [25] prescribed,citizens [25] citizens,used [25] delhi,india [25] india,prescribed [25] govt,delhi [25] 97,covid [25] obliterated,97 [25] ivermectin,obliterated [25] cases,govt Top Word Pairs in Tweet in G6:
[66] covid,19 [39] aware,preaching [39] choir,couple [39] workforce,well [39] preaching,choir [39] pandemic,global [39] well,aware [39] 19,pandemic [39] ongoing,covid [39] global,workforce Top Word Pairs in Tweet in G7:
[29] covid,19 [14] long,covid [9] sars,cov [8] double,deaths [8] disaster,australia [8] toll,natural [8] covid,far [8] death,toll [8] nearly,double [8] 2022,nearly Top Word Pairs in Tweet in G8:
[33] covid,19 [13] covid,origins [13] trump,administration [12] wall,failed [12] administration,failed [12] failed,deliver [12] deliver,healthcare [12] infrastructure,former [12] failed,build [12] healthcare,failed Top Word Pairs in Tweet in G9:
[35] covid,19 [26] 100,000 [26] 000,doses [24] manufactured,100 [24] confessed,company [24] stéphane,bancel [24] come,forward [24] bancel,come [24] forward,confessed [24] ceo,moderna Top Word Pairs in Tweet in G10:
[35] covid,19 [18] reste,qu'à [18] dévoiler,reste [18] viennent,dévoiler [18] par,virus [18] assassins,planétaires [18] planétaires,par [18] voici,assassins [18] ils,viennent [18] 19,ils Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
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:
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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: