The graph represents a network of 5,984 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 3/4/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 05 March 2023 at 08:16 UTC.
The tweets in the network were tweeted over the 1071-day, 12-hour, 43-minute period from Saturday, 28 March 2020 at 12:17 UTC to Sunday, 05 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 : 5984
Unique Edges : 2797
Edges With Duplicates : 10300
Total Edges : 13097
Number of Edge Types : 9
Replies to : 983
MentionsInReplyTo : 1813
MentionsInRetweet : 4487
Tweet : 1237
Retweet : 3830
MentionsInQuote : 64
Mentions : 466
Quote : 171
MentionsInQuoteReply : 46
Self-Loops : 1586
Reciprocated Vertex Pair Ratio : 0.014787130321742
Reciprocated Edge Ratio : 0.0291433146517214
Connected Components : 1112
Single-Vertex Connected Components : 359
Maximum Vertices in a Connected Component : 1928
Maximum Edges in a Connected Component : 5035
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.327187
Graph Density : 0.000174430270793988
Modularity : 0.502232
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,984 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 3/4/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 05 March 2023 at 08:16 UTC.
The tweets in the network were tweeted over the 1071-day, 12-hour, 43-minute period from Saturday, 28 March 2020 at 12:17 UTC to Sunday, 05 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 : 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:
[4052] covid,19 [383] 19,vaccine [202] contra,covid [199] 19,vaccines [190] esnafa,tescil [190] vurdu,deprem [190] vurdu,bu [190] verin,kendi [190] bu,esnafa [190] hakkını,verin Top Word Pairs in Tweet in G1:
[310] covid,19 [21] 19,pandemic [16] 19,vaccine [12] 19,vaccines [10] contra,covid [8] destruction,covid [8] putin,orders [7] orders,destruction [7] vaccines,russia [7] 19,virus Top Word Pairs in Tweet in G2:
[265] covid,19 [172] 19,vaccine [131] autopsy,study [130] sudden,cardiac [130] people,due [130] young,people [130] until,proven [130] vaccine,until [130] due,covid [130] cardiac,deaths Top Word Pairs in Tweet in G3:
[166] covid,19 [78] heart,foundation [74] checks,made [74] made,available [74] health,checks [74] asked,federal [74] available,everyone [74] heart,health [73] foundation,asked [73] federal,government Top Word Pairs in Tweet in G4:
[113] covid,19 [29] c19,vaccines [28] ivermectin,hydroxychloroquine [25] doxycycline,azithromycin [25] medications,affordable [25] affordable,prices [25] hydroxychloroquine,doxycycline [25] 19,medications [25] tablets,covid [25] buy,ivermectin Top Word Pairs in Tweet in G5:
[61] covid,19 [45] orden,arresto [45] filipinas,emite [45] bill,gates [45] emite,orden [45] arresto,contra [45] contra,bill [44] confesión,ex [44] urgente,confesión [44] subsecretaria,tesoro Top Word Pairs in Tweet in G6:
[68] 米国と西側諸国の不吉な検閲体制は解体され,破壊されなければならない [68] 破壊されなければならない,3年前 [68] 今,清算が行われなければならない [68] ドナルド,トランプ [68] 3年前,私はcovid [68] トランプ,今 [68] 清算が行われなければならない,米国と西側諸国の不吉な検閲体制は解体され [67] naoyafujiwara,ドナルド [67] 私はcovid,19はほぼ間違いなく中国の武漢の研究所から [33] ロシアのすべてのcovid,19ワクチンの廃棄を命じる Top Word Pairs in Tweet in G7:
[236] covid,19 [115] taking,vaccine [115] without,taking [115] vaccine,click [115] boosters,exemption [115] card,boosters [115] qr,certificate [115] digital,qr [115] 19,vaccines [115] click,link Top Word Pairs in Tweet in G8:
[47] covid,vaccine [45] vaccine,mandate [45] suny,covid [45] mandate,removed [45] removed,leading [45] lift,mandate [45] charge,congress [45] leading,charge [45] congress,lift [45] mandate,students Top Word Pairs in Tweet in G9:
[91] covid,19 [63] deadly,figures [63] confirms,covid [63] government,published [63] vaccination,deadly [63] report,confirms [63] uk,government [63] published,report [63] 19,vaccination [63] figures,showing Top Word Pairs in Tweet in G10:
[44] covid,19 [31] american,people [29] knowing,lying [29] lying,truth [29] hidden,american [29] truth,hidden [29] knowing,truth [29] truth,knowing [29] worse,knowing [28] people,abou 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 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:
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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: