The graph represents a network of 6,072 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 2/7/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 08 February 2023 at 09:31 UTC.
The tweets in the network were tweeted over the 1098-day, 23-hour, 40-minute period from Wednesday, 05 February 2020 at 01:19 UTC to Wednesday, 08 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 : 6072
Unique Edges : 2859
Edges With Duplicates : 10193
Total Edges : 13052
Number of Edge Types : 9
Retweet : 3557
MentionsInRetweet : 4040
Replies to : 1005
MentionsInReplyTo : 2724
Tweet : 1116
Quote : 69
MentionsInQuote : 38
Mentions : 394
MentionsInQuoteReply : 109
Self-Loops : 1446
Reciprocated Vertex Pair Ratio : 0.027644614892937
Reciprocated Edge Ratio : 0.0538018970611103
Connected Components : 1080
Single-Vertex Connected Components : 455
Maximum Vertices in a Connected Component : 2756
Maximum Edges in a Connected Component : 6298
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 5.438524
Graph Density : 0.000174456242327018
Modularity : 0.504742
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,072 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 2/7/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 08 February 2023 at 09:31 UTC.
The tweets in the network were tweeted over the 1098-day, 23-hour, 40-minute period from Wednesday, 05 February 2020 at 01:19 UTC to Wednesday, 08 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:
[665] follow,science [661] science,pleeeeze [660] randpaul,follow [588] one,largest [587] largest,comprehensive [585] studies,masks [585] comprehensive,studies [581] found,nothing [581] nothing,reduce [580] date,found Top Word Pairs in Tweet in G1:
[632] follow,science [631] science,pleeeeze [630] randpaul,follow [14] shows,ecohealth [14] wiv,planned [14] alliance,pres [14] peter,daszak [14] continue,work [14] ecohealth,alliance [14] longtime,collaborator Top Word Pairs in Tweet in G2:
[563] studies,masks [563] one,largest [563] largest,comprehensive [563] date,found [563] comprehensive,studies [563] found,nothing [563] nothing,reduce [563] masks,date [561] reduce,sprea [561] aaronsibarium,one Top Word Pairs in Tweet in G3:
[80] covid,19 [49] 'scientific,nail [49] study,'scientific [49] nail,coffin' [49] coffin',masks [29] #coronavirus,#covid19 [16] 02,07 [16] #covid19,#covid_19 [13] coronavirus,pandemic [13] #covid19,#coronavirus Top Word Pairs in Tweet in G4:
[13] president,biden [12] campaign,urging [12] 2024,re [12] lay,groundwork [12] biden,lay [12] re,election [12] election,campaign [12] urging,unity [12] groundwork,2024 [12] unity,congressional Top Word Pairs in Tweet in G5:
[90] spike,protein [86] aaronsirisg,cdc [84] once,inside [84] muscle,cells [84] protein,harmless [84] considers,spike [84] cdc,considers [84] cells,once [84] enter,muscle [84] mrna,enter Top Word Pairs in Tweet in G6:
[168] technology,george [168] history,broke [168] minister,department [168] george,freeman [168] department,science [168] science,innovation [168] freeman,history [168] innovation,technology [167] broke,minis [167] gemmagould,minister Top Word Pairs in Tweet in G7:
[73] controlling,pandemic [73] chance,controlling [73] covid,shots [73] admits,covid [73] fauci,admits [45] covid,19 [43] vaccines,never [43] recently,published [43] 19,vaccines [43] paper,stating Top Word Pairs in Tweet in G8:
[23] coronavirus,vaccine [16] kizzy,corbett [14] december,2019 [13] covid,19 [11] acute,venous [11] ralph,baric [10] vaccine,candidates [10] kizzmekia,kizzy [10] dr,kizzmekia [9] thromboembolism,females Top Word Pairs in Tweet in G9:
[42] potus,joebiden [40] ajp_phd,potus [33] covid,19 [29] cdcgov,justintrudeau [29] joebiden,cdcgov [27] sasswashere,ajp_phd [27] sars,related [24] related,coronavirus [18] myocarditis,#covid19 [18] times,more Top Word Pairs in Tweet in G10:
[97] global,engagement [97] engagement,center [96] fledgling,analytic [96] broke,global [96] 2020,covid [96] analytic,intelligence [96] february,2020 [96] covid,broke [96] center,fledgling [95] mtaibbi,february Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G5:
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: