The graph represents a network of 6,123 Twitter users whose recent tweets contained "Coronavirus", 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 3/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 March 2023 at 12:20 UTC.
The tweets in the network were tweeted over the 3709-day, 14-hour, 51-minute period from Tuesday, 15 January 2013 at 09:09 UTC to Tuesday, 14 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 : 6123
Unique Edges : 3533
Edges With Duplicates : 10315
Total Edges : 13848
Number of Edge Types : 9
Retweet : 3217
MentionsInRetweet : 3922
MentionsInReplyTo : 3260
Replies to : 1340
Mentions : 521
Tweet : 1402
Quote : 89
MentionsInQuote : 62
MentionsInQuoteReply : 35
Self-Loops : 1844
Reciprocated Vertex Pair Ratio : 0.0339369958910364
Reciprocated Edge Ratio : 0.0656461583750368
Connected Components : 1257
Single-Vertex Connected Components : 473
Maximum Vertices in a Connected Component : 1454
Maximum Edges in a Connected Component : 3781
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 8.325017
Graph Density : 0.000181245802655067
Modularity : 0.51126
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,123 Twitter users whose recent tweets contained "Coronavirus", 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 3/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 March 2023 at 12:20 UTC.
The tweets in the network were tweeted over the 3709-day, 14-hour, 51-minute period from Tuesday, 15 January 2013 at 09:09 UTC to Tuesday, 14 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 : Coronavirus
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:
[406] covid,19 [244] wuhan,lab [217] gain,function [203] coronavirus,gain [200] fauci,funded [197] covid,lab [197] wuhan,covid [197] funded,coronavirus [196] testing,wuhan [196] admitting,fauci Top Word Pairs in Tweet in G1:
[85] 25,years [85] 000,over [85] over,25 [74] covid,19 [63] #coronavirus,#covid19 [59] 32,mortgage [32] wuhan,lab [32] received,32 [29] 32,rates [24] found,32 Top Word Pairs in Tweet in G2:
[29] trump,gop [23] senatorbraun,speakermccarthy [23] potus,buddy [23] buddy,trump [23] speakermccarthy,hawleymo [23] hawleymo,potus [22] mullenbe11,senatorbraun [13] trump,chinese [13] zaleskiluke,hawleymo [13] blame,trump Top Word Pairs in Tweet in G3:
[194] coronavirus,gain [194] function,testing [194] gain,function [194] admitting,fauci [194] covid,lab [194] wuhan,covid [194] cbs,admitting [194] testing,wuhan [194] fauci,funded [194] funded,coronavirus Top Word Pairs in Tweet in G4:
[118] wuhan,lab [114] lab,research [114] study,finds [114] dangerous,pathogens [114] government,billed [114] twice,wuhan [114] research,dangerous [114] finds,government [114] billed,twice [91] gatewaypundit,study Top Word Pairs in Tweet in G5:
[105] mois,monde [105] personnes,meurent [105] 000,personnes [105] 32,000 [105] monde,#coronavirus [105] monde,monde [105] flash,32 [105] #covid19,chaque [105] encore,#covid19 [105] chaque,mois Top Word Pairs in Tweet in G6:
[109] 着けなくていい,と思うのは誤解 [109] と思うのは誤解,無症状でも人に感染し [109] 亀田総合病院,細川直登さんに聞く [109] でどうする,亀田総合病院 [109] マスク,個人判断 [109] せきをする人はマスクを,だけでは防げません [109] 無症状でも人に感染し,インフルのように [109] 細川直登さんに聞く,着けなくていい [109] 14火,マスク [109] インフルのように,せきをする人はマスクを Top Word Pairs in Tweet in G7:
[60] #coronavirus,#lockdown2 [60] kate,shemirani [60] response,#lockdown [60] covid,response [60] #lockdown,#lockdownleak [60] #uklockdown,#no10 [60] #no10,#covid19 [60] shemirani,flow [60] flow,chart [60] chart,covid Top Word Pairs in Tweet in G8:
[35] kanadischen,regierung [30] regierung,warnt [29] gesundheitsberaterin,kanadischen [29] #longcovid,massenbehinderungs [29] die,gesundheitsberaterin [29] massenbehinderungs,ereignis [29] ereignis,die [29] kanada,bezeichnet [29] bezeichnet,#longcovid [28] ja,erst Top Word Pairs in Tweet in G9:
[37] work,coronavirus [31] 2009,fauci [29] spread,coronavirus [28] agents,starts [28] starts,spread [28] someone,cia [20] north,carolina [20] carolina,chapel [20] univ,north [20] chapel,hill Top Word Pairs in Tweet in G10:
[69] covid,19 [35] founders,belgium [35] vib,flanders [35] prevention,treatment [35] exevir,bio [35] scientific,founders [35] belgium,vib [35] therapy,prevention [35] 19,exevir [35] bio,scientific Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G5:
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:
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: