The graph represents a network of 5,626 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 2/6/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 07 February 2023 at 13:19 UTC.
The tweets in the network were tweeted over the 1132-day, 8-hour, 33-minute period from Wednesday, 01 January 2020 at 16:26 UTC to Tuesday, 07 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 : 5626
Unique Edges : 2061
Edges With Duplicates : 9860
Total Edges : 11921
Number of Edge Types : 9
Retweet : 3843
MentionsInRetweet : 4141
Replies to : 779
Quote : 50
Tweet : 990
MentionsInReplyTo : 1645
Mentions : 435
MentionsInQuoteReply : 29
MentionsInQuote : 9
Self-Loops : 1374
Reciprocated Vertex Pair Ratio : 0.0234244283324038
Reciprocated Edge Ratio : 0.0457765667574932
Connected Components : 1003
Single-Vertex Connected Components : 422
Maximum Vertices in a Connected Component : 2555
Maximum Edges in a Connected Component : 5736
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.206832
Graph Density : 0.00017395425998341
Modularity : 0.473875
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,626 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 2/6/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 07 February 2023 at 13:19 UTC.
The tweets in the network were tweeted over the 1132-day, 8-hour, 33-minute period from Wednesday, 01 January 2020 at 16:26 UTC to Tuesday, 07 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 : 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:
[903] largest,comprehensive [903] one,largest [903] studies,masks [903] comprehensive,studies [894] date,found [894] masks,date [894] found,nothing [894] nothing,reduce [893] reduce,sprea [893] aaronsibarium,one Top Word Pairs in Tweet in G1:
[841] studies,masks [841] one,largest [841] largest,comprehensive [841] comprehensive,studies [840] date,found [840] found,nothing [840] nothing,reduce [840] masks,date [839] reduce,sprea [839] aaronsibarium,one Top Word Pairs in Tweet in G2:
[444] big,pharma [443] calling,concept [443] dc_draino,remember [443] spread,anti [443] myth,being [443] pharma,sponsored [443] anti,vaxxers [443] concept,shedding [443] media,calling [443] sponsored,media Top Word Pairs in Tweet in G3:
[89] covid,19 [38] #coronavirus,#covid19 [20] 16,muertes [18] #covid19,#covid_19 [16] 194,contagios [15] 02,06 [15] #covid19,#coronavirus [14] 'scientific,nail [14] study,'scientific [14] muertes,coronavirus Top Word Pairs in Tweet in G4:
[341] cochrane,review's [341] once,reputable [341] reputable,experts [341] experts,discount [341] verdict,community [341] watch,once [341] disheartening,watch [341] negative,verdict [341] review's,negative [341] discount,cochrane Top Word Pairs in Tweet in G5:
[180] 2020,covid [180] covid,broke [180] february,2020 [180] broke,global [180] center,fledgling [180] global,engagement [180] analytic,intelligence [180] fledgling,analytic [180] engagement,center [178] mtaibbi,february Top Word Pairs in Tweet in G6:
[14] week,york [14] news,mayor [14] contentious,coronavirus [14] vaccine,mandate [14] mayor,eric [14] breaking,news [14] adams,ending [14] mandate,week [14] eric,adams [14] coronavirus,vaccine Top Word Pairs in Tweet in G7:
[55] covid,19 [46] illness,covid [46] #covid19,vaccination [46] times,more [46] 19,illness [46] problems,times [46] rare,heart [46] heart,problems [46] myocarditis,#covid19 [46] more,covid Top Word Pairs in Tweet in G8:
[52] salud,pueblo [48] garantizar,atención [48] bolivariano,sigue [48] sumando,acciones [48] sigue,sumando [48] atención,protección [48] acciones,garantizar [48] gobierno,bolivariano [48] protección,salud [47] delcyrodriguezv,gobierno Top Word Pairs in Tweet in G9:
[79] alarm,coronavirus [79] tried,sound [79] li,wenliang [79] anniversary,death [79] 3rd,anniversary [79] marks,3rd [79] tomorrow,marks [79] wenliang,tried [79] dr,li [79] death,dr Top Word Pairs in Tweet in G10:
[26] diagnose,#autoimmunerkrankung [26] vorbestehender,diagnose [26] aid,exposition [26] #autoimmunerkrankung,aid [26] gegenüber,immunsuppressiva [26] patienten,vorbestehender [26] exposition,gegenüber [25] rwittenbrink,patienten [15] covid,deaths [15] deaths,panel Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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 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: