The graph represents a network of 6,924 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 2/7/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 08 February 2023 at 08:39 UTC.
The tweets in the network were tweeted over the 1053-day, 17-hour, 26-minute period from Saturday, 21 March 2020 at 07:33 UTC to Wednesday, 08 February 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 : 6924
Unique Edges : 3135
Edges With Duplicates : 11157
Total Edges : 14292
Number of Edge Types : 9
Retweet : 3651
MentionsInRetweet : 4110
Replies to : 1416
Tweet : 1373
MentionsInReplyTo : 3081
Mentions : 405
Quote : 164
MentionsInQuote : 63
MentionsInQuoteReply : 29
Self-Loops : 1623
Reciprocated Vertex Pair Ratio : 0.0246291228575544
Reciprocated Edge Ratio : 0.0480742198481867
Connected Components : 1330
Single-Vertex Connected Components : 300
Maximum Vertices in a Connected Component : 2765
Maximum Edges in a Connected Component : 6788
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 7.239164
Graph Density : 0.000148409762483464
Modularity : 0.515093
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,924 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 2/7/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 08 February 2023 at 08:39 UTC.
The tweets in the network were tweeted over the 1053-day, 17-hour, 26-minute period from Saturday, 21 March 2020 at 07:33 UTC to Wednesday, 08 February 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
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:
[1657] covid,19 [399] 19,vaccine [249] contra,covid [224] 000,covid [214] 100,000 [212] healthbyjames,urgent [186] vaccine,doses [183] doses,2019 [181] debemos,seguir [180] before,pandemic Top Word Pairs in Tweet in G1:
[351] covid,19 [210] 19,vaccine [183] healthbyjames,urgent [149] 100,000 [146] 000,covid [145] moderna,ceo [145] before,pandemic [144] company,produced [144] 2019,before [144] produced,100 Top Word Pairs in Tweet in G2:
[65] covid,19 [17] zero,covid [13] china,life [13] covid,dot [13] dot,china [13] relics,zero [13] life,moves [9] during,covid [8] 19,vaccine [7] covid,vaccine Top Word Pairs in Tweet in G3:
[39] breaking,news [36] spartajustice,breaking [35] minister,health [35] health,under [35] indictment,prosecution [35] investigation,indictment [35] president,minister [35] swiss,president [35] news,swiss [35] under,investigation Top Word Pairs in Tweet in G4:
[63] risk,getting [63] study,found [62] young,people [62] found,young [62] getting,myocarditis [62] people,risk [62] mrna,vaccines [62] bombshell,news [62] myocarditis,mrna [62] news,study Top Word Pairs in Tweet in G5:
[178] covid,19 [176] contra,covid [173] seguir,siendo [173] conscientes,salir [173] 19,debemos [173] debemos,seguir [173] venezuela,luchado [173] luchado,contra [173] siendo,conscientes [171] mippcivzla,venezuela Top Word Pairs in Tweet in G6:
[18] long,covid [12] before,covid [11] covid,19 [9] shut,down [8] tells,guy [8] staff,tells [8] dropping,n95s [8] amyklobuchar,staff [8] hey,ilhanmn [8] ilhanmn,tinasmithmn Top Word Pairs in Tweet in G7:
[123] meta,analysis [121] gold,standard [121] cochran,institute [121] analysis,conducted [121] conducted,cochran [121] considered,gold [121] institute,considered [121] evidence,based [121] based,reviews [121] breaking,meta Top Word Pairs in Tweet in G8:
[104] covid,19 [65] 19,vaccination [61] type,diabetes [61] onset,type [59] vaccination,means [59] rare,c19 [59] c19,vaccination [59] vaccination,rare [59] diabetes,covid [59] means,many Top Word Pairs in Tweet in G9:
[47] covid,19 [36] positing,immense [36] gentleman,positing [36] immense,term [36] term,implications [31] latest,report [30] responds,latest [30] implications,rwmalonemd [30] rwmalonemd,responds [29] project_veritas,gentleman Top Word Pairs in Tweet in G10:
[45] covid,19 [34] escândalo,pfizer [34] finalmente,cair [34] olhos,escândalo [34] cair,desgoverno [34] mundo,volta [34] pfizer,começa [34] seus,olhos [34] resto,mundo [34] enquanto,resto Top Replied-To in Entire Graph:
Top Replied-To in G1:
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 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: