The graph represents a network of 6,349 Twitter users whose recent tweets contained "COVID", 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 12/28/2022 5:00:34 PM. The network was obtained from Twitter on Thursday, 29 December 2022 at 10:17 UTC.
The tweets in the network were tweeted over the 936-day, 11-hour, 51-minute period from Friday, 05 June 2020 at 13:09 UTC to Thursday, 29 December 2022 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 : 6349
Unique Edges : 2769
Edges With Duplicates : 10113
Total Edges : 12882
Number of Edge Types : 9
Retweet : 3883
MentionsInRetweet : 4482
MentionsInReplyTo : 1424
Replies to : 1017
Tweet : 1507
Mentions : 385
Quote : 109
MentionsInQuote : 53
MentionsInQuoteReply : 22
Self-Loops : 1776
Reciprocated Vertex Pair Ratio : 0.0103922225947033
Reciprocated Edge Ratio : 0.0205706702057067
Connected Components : 1378
Single-Vertex Connected Components : 387
Maximum Vertices in a Connected Component : 2226
Maximum Edges in a Connected Component : 5496
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 7.468006
Graph Density : 0.000149565352367336
Modularity : 0.50404
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 6,349 Twitter users whose recent tweets contained "COVID", 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 12/28/2022 5:00:34 PM. The network was obtained from Twitter on Thursday, 29 December 2022 at 10:17 UTC.
The tweets in the network were tweeted over the 936-day, 11-hour, 51-minute period from Friday, 05 June 2020 at 13:09 UTC to Thursday, 29 December 2022 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
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:
[1272] covid,19 [415] อ,covid [339] ยวบ,นจากจ [339] เท,ยว [339] manopsi,ทางการอ [339] ดเช,อ [339] พบว,าผ [339] ยว,พบว [339] ตาล,รายงานว [339] covid,เก Top Word Pairs in Tweet in G1:
[415] อ,covid [339] น,เท [339] าผ,โดยสารต [339] ทางการอ,ตาล [339] ยว,พบว [339] เก,อบคร [339] นจากจ,น [339] covid,เก [339] เท,ยวบ [339] manopsi,ทางการอ Top Word Pairs in Tweet in G2:
[96] covid,19 [30] #horror,#movies [30] #movies,#podcast [29] #scifi,#podcasting [29] #covid,#covid19 [28] #thursday,#thursdaythoughts [28] #podcasting,#covid [28] #thursdaythoughts,#tbt [22] #podcasts,#thursday [21] #covid19,#podcasts Top Word Pairs in Tweet in G3:
[46] twitter,files [34] covid,vaccines [30] breaking,news [25] covid,19 [25] 17,000 [24] spartajustice,breaking [23] scientists,physicians [23] experimental,genetic [23] vaccines,experimental [23] 000,scientists Top Word Pairs in Tweet in G4:
[391] covid,19 [182] origin,covid [165] used,censored [165] creation,covid [165] censored,twitter [165] govt,responsible [165] twitter,govt [165] 19,used [165] video,origin [165] responsible,creation Top Word Pairs in Tweet in G5:
[71] cometeu,crime [66] bolsonaro,cometeu [58] crime,divulgar [57] pf,conclui [51] divulgar,informações [50] falsas,covid [48] informações,falsas [45] covid,19 [44] ao,crime [43] incitação,ao Top Word Pairs in Tweet in G6:
[38] immune,system [36] repeated,failed [36] boosters,weakening [36] many,reasons [36] weakening,immune [36] frequent,repeated [36] system,many [36] more,evidence [36] evidence,frequent [36] failed,boosters Top Word Pairs in Tweet in G7:
[48] covid,19 [24] buy,proper [24] difference,between [24] funds,enriched [24] southwestair,grabbed [24] executives,failing [24] failing,buy [24] covid,funds [24] proper,software [24] breaking,southwestair Top Word Pairs in Tweet in G8:
[26] covid,vaccine [24] biden,fauci [24] trudeau,covid [24] fauci,trudeau [13] covid,vaccinated [12] vaccinated,biden [11] military's,covid [11] good,start [11] vaccine,mandate [11] start,'s Top Word Pairs in Tweet in G9:
[70] tweeting,project_veritas [70] wrongfully,suspended [70] suspended,tweeting [70] project_veritas,#exposefauci [70] video,showing [70] #exposefauci,video [70] year,wrongfully [69] ericspracklen,year [17] covid,19 [8] ivermectin,cheap Top Word Pairs in Tweet in G10:
[34] covid,vaccine [34] year,old [33] anti,vaxxer [33] vaccine,begs [33] father,17 [33] begs,answers [33] old,boy [33] 17,year [33] vaxxer,know [33] following,covid Top Replied-To in Entire Graph:
Top Replied-To in G3:
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 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: