The graph represents a network of 5,680 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 3/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 March 2023 at 07:16 UTC.
The tweets in the network were tweeted over the 1098-day, 2-hour, 9-minute period from Sunday, 15 March 2020 at 21:50 UTC to Sunday, 19 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 : 5680
Unique Edges : 2113
Edges With Duplicates : 10104
Total Edges : 12217
Number of Edge Types : 9
Retweet : 4391
MentionsInRetweet : 4932
Replies to : 503
MentionsInReplyTo : 1003
Tweet : 905
MentionsInQuote : 41
Quote : 58
Mentions : 347
MentionsInQuoteReply : 37
Self-Loops : 1189
Reciprocated Vertex Pair Ratio : 0.00947948983109273
Reciprocated Edge Ratio : 0.0187809458767287
Connected Components : 871
Single-Vertex Connected Components : 258
Maximum Vertices in a Connected Component : 2873
Maximum Edges in a Connected Component : 7017
Maximum Geodesic Distance (Diameter) : 37
Average Geodesic Distance : 8.492135
Graph Density : 0.000181574568027995
Modularity : 0.495709
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,680 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 3/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 March 2023 at 07:16 UTC.
The tweets in the network were tweeted over the 1098-day, 2-hour, 9-minute period from Sunday, 15 March 2020 at 21:50 UTC to Sunday, 19 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-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:
[3795] covid,19 [600] contra,covid [452] luchado,contra [450] debemos,seguir [447] 19,debemos [446] conscientes,salir [446] venezuela,luchado [446] seguir,siendo [446] siendo,conscientes [444] mippcivzla,venezuela Top Word Pairs in Tweet in G1:
[835] covid,19 [464] contra,covid [445] luchado,contra [443] debemos,seguir [440] 19,debemos [439] seguir,siendo [439] conscientes,salir [439] venezuela,luchado [439] siendo,conscientes [437] salir,cas Top Word Pairs in Tweet in G2:
[468] covid,19 [303] twitter,files [302] files,#19 [300] 19,lie [299] great,covid [299] lie,machine [293] virality,project [289] true,stories [288] censorship,true [288] stanford,virality Top Word Pairs in Tweet in G3:
[372] covid,19 [339] spike,protein [274] jab,entirely [274] replaced,male [274] mrna,covid [274] 19,flu [274] flu,jab [274] male,sperm [274] entirely,replaced [274] protein,mrna Top Word Pairs in Tweet in G4:
[209] covid,19 [14] 19,vaccine [12] 19,pandemic [10] contra,covid [7] 19,vaccines [6] novak,djokovic [6] origen,covid [5] conspiracy,theorists [5] health,minister [5] journal,esj Top Word Pairs in Tweet in G5:
[128] 打ち続けた日本が,コロナに一番弱かった [128] ワクチンをいちばん,打ち続けた日本が [127] jhmdrei,ワクチンをいちばん [48] 7ヵ月後にcovid,19に感染する確率が高くなると発表しました [48] 19に感染する確率が高くなると発表しました,もうこれでワクチンを接種する意味は全くなくなりました [48] もうこれでワクチンを接種する意味は全くなくなりました,つまりcovid [48] 医学誌ランセットが,ワクチンを接種した人は接種しなかった人に比べて [48] ワクチンを接種した人は接種しなかった人に比べて,7ヵ月後にcovid [47] つまりcovid,19感染症が増えたのはワクチン [47] kojikoj94192232,医学誌ランセットが Top Word Pairs in Tweet in G6:
[64] d'etat,seraient [64] seraient,fait [64] vacciner,trop [64] chefs,d'etat [64] jean,lassalle [64] autres,chefs [64] macron,tous [64] fait,vacciner [64] tous,autres [64] lassalle,persiste Top Word Pairs in Tweet in G7:
[54] covid,19 [15] covid,vaccines [14] 19,covid [14] attack,united [14] deliberate,bioweapon [14] states,around [14] bioweapons,covid [14] bioweapon,attack [14] fauci's,bioweapons [14] united,states Top Word Pairs in Tweet in G8:
[94] covid,19 [17] variant,covid [17] frozen,more [17] 19,count [17] canadian,kids [17] more,canadian [17] kids,died [17] omicron,variant [17] died,omicron [14] wave,winter Top Word Pairs in Tweet in G9:
[49] covid,19 [26] selon,hôpitaux [26] corruption,s'est [26] données,covid [26] 19,car [26] ont,falsifié [26] hôpitaux,ont [26] s'est,installé [26] falsifié,données [26] pourquoi,selon Top Word Pairs in Tweet in G10:
[47] confidential,pfizer [47] pfizer,documents [25] increased,risk [25] evidence,suggests [24] company,evidence [24] thursday,project [24] veritas,show [24] project_veritas,breaking [24] documents,leaked [24] project,veritas Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
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:
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: