The graph represents a network of 6,125 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 3/9/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 10 March 2023 at 09:52 UTC.
The tweets in the network were tweeted over the 2261-day, 0-hour, 42-minute period from Friday, 30 December 2016 at 00:18 UTC to Friday, 10 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 : 6125
Unique Edges : 3689
Edges With Duplicates : 10313
Total Edges : 14002
Number of Edge Types : 9
Retweet : 3420
MentionsInRetweet : 4293
MentionsInReplyTo : 3114
Mentions : 428
Replies to : 1225
Tweet : 1284
Quote : 113
MentionsInQuote : 49
MentionsInQuoteReply : 76
Self-Loops : 1826
Reciprocated Vertex Pair Ratio : 0.0251064454558802
Reciprocated Edge Ratio : 0.0489830993984532
Connected Components : 1142
Single-Vertex Connected Components : 404
Maximum Vertices in a Connected Component : 2413
Maximum Edges in a Connected Component : 6425
Maximum Geodesic Distance (Diameter) : 29
Average Geodesic Distance : 11.490897
Graph Density : 0.000186139511323798
Modularity : 0.517136
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,125 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 3/9/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 10 March 2023 at 09:52 UTC.
The tweets in the network were tweeted over the 2261-day, 0-hour, 42-minute period from Friday, 30 December 2016 at 00:18 UTC to Friday, 10 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 : 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:
[391] covid,19 [197] dr,redfield [193] bill,gates [191] diretor,cdc [190] coronavirus,original [190] dizem,vírus [190] cdc,2018 [190] original,dizem [190] virologista,dizendo [190] redfield,diretor Top Word Pairs in Tweet in G1:
[100] 25,years [100] 000,over [100] over,25 [81] covid,19 [68] 32,mortgage [50] #coronavirus,#covid19 [39] found,32 [37] received,32 [27] coronavirus,pandemic [24] 32,rates Top Word Pairs in Tweet in G2:
[139] menschen,#postcovid [139] ihrer,dna [139] zeigen,epigenetische [139] epigenetische,modifikationen [139] diagnose,menschen [139] biomarker,diagnose [139] #postcovid,zeigen [139] dna,wissenschaftler [139] modifikationen,ihrer [138] rwittenbrink,biomarker Top Word Pairs in Tweet in G3:
[89] baddcompani,youtube [88] check,timeline [88] thousands,unnecessary [88] culpability,100s [88] youtube,check [88] 100s,thousands [88] trump's,culpability [88] timeline,trump's [88] unnecessary,deaths [87] 4changenow_,baddcompani Top Word Pairs in Tweet in G4:
[120] please,everyone [120] site,lose [120] lose,easy [120] everyone,ensure [120] easy,questions [120] ensure,survey [120] dashboard,site [120] uk,dashboard [120] survey,uk [119] tigresseleanor,please Top Word Pairs in Tweet in G5:
[190] diretor,cdc [190] dizem,vírus [190] original,dizem [190] 2018,21 [190] vírus,morcego [190] morcego,possuía [190] dr,redfield [190] redfield,diretor [190] dizendo,coronavirus [190] cdc,2018 Top Word Pairs in Tweet in G6:
[84] thought,today [84] reckless,uninformed [84] speculations,largely [84] house,coronavirus [84] hearings,mostly [84] coronavirus,subcommittee [84] today,house [84] mostly,reckless [84] subcommittee,hearings [84] uninformed,speculations Top Word Pairs in Tweet in G7:
[140] sufrir,ataque [140] bill,gates [140] ataque,bioterrorista [140] devastador,coronavirus [140] mundo,podría [140] #urgente,bill [140] gates,anunció [140] bioterrorista,devastador [140] podría,sufrir [140] anunció,mundo Top Word Pairs in Tweet in G8:
[8] coronavirus,pandemic [8] select,subcommittee [8] subcommittee,coronavirus [5] repraulruizmd,calif [5] democrat,select [5] denounced,wade [5] pandemic,denounced [5] calif,top [5] top,democrat [4] rw_christian,villagerssn Top Word Pairs in Tweet in G9:
[61] directeur,cdc [61] l'ancien,directeur [53] confirme,l'amérique [53] cdc,confirme [53] #fauciandhistraminjail,l'ancien [53] l'amérique,payé [53] payé,recherche [52] tatiann69922625,#fauciandhistraminjail [52] recherche,coronaviru [31] nih,dod Top Word Pairs in Tweet in G10:
[23] covid,19 [16] dover63a,caudehenrion [12] contre,covid [11] usa,projet [11] sang,vaccinés [11] personne,peut [11] montana,usa [11] projet,loi [11] dons,sang [11] interdire,dons 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 G6:
Top Replied-To in G8:
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: