The graph represents a network of 7,246 Twitter users whose recent tweets contained "antivaxx", 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 3/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 March 2023 at 16:05 UTC.
The tweets in the network were tweeted over the 1028-day, 13-hour, 48-minute period from Saturday, 16 May 2020 at 10:54 UTC to Saturday, 11 March 2023 at 00:42 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 : 7246
Unique Edges : 5032
Edges With Duplicates : 12254
Total Edges : 17286
Number of Edge Types : 9
Replies to : 2952
MentionsInReplyTo : 6817
Tweet : 843
Retweet : 2628
MentionsInRetweet : 3258
Quote : 298
MentionsInQuote : 101
Mentions : 160
MentionsInQuoteReply : 229
Self-Loops : 1211
Reciprocated Vertex Pair Ratio : 0.0578548212351029
Reciprocated Edge Ratio : 0.109381401065137
Connected Components : 947
Single-Vertex Connected Components : 161
Maximum Vertices in a Connected Component : 4077
Maximum Edges in a Connected Component : 11223
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 8.131707
Graph Density : 0.000185990623893395
Modularity : 0.537338
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 7,246 Twitter users whose recent tweets contained "antivaxx", 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 3/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 March 2023 at 16:05 UTC.
The tweets in the network were tweeted over the 1028-day, 13-hour, 48-minute period from Saturday, 16 May 2020 at 10:54 UTC to Saturday, 11 March 2023 at 00:42 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 : antivaxx
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:
[1171] age,spirituality [1170] fascist,indoctrination [1170] law,attraction [1170] indoctrination,law [1170] spirituality,gateway [1170] talking,age [1170] gateway,fascist [1169] madwortsea,talking [191] anti,vax [146] spreads,anti Top Word Pairs in Tweet in G1:
[1165] age,spirituality [1164] fascist,indoctrination [1164] spirituality,gateway [1164] gateway,fascist [1164] talking,age [1164] indoctrination,law [1164] law,attraction [1163] madwortsea,talking [3] antivaxx,vote [3] desantis,gop Top Word Pairs in Tweet in G2:
[24] pro,poutine [22] antivaxx,sont [20] antivaxx,pro [16] vaccin,contre [14] #nazis,demande [14] ils,sont [14] combat,#pédophilie [14] #paix,combat [14] #pédophilie,suit [14] complotiste,2020 Top Word Pairs in Tweet in G3:
[38] die,10 [20] right,wing [20] vaxed,die [19] vaccinated,10 [19] 10,990 [19] 10,unvaxed [19] unvaxed,die [19] 990,vaccinated [19] folk,gt [19] 1000,folk Top Word Pairs in Tweet in G4:
[162] anti,vax [146] nbcsnl,monologue [145] during,nbcsnl [145] grrr,#woodyharrelson [145] vax,conspiracies [145] conspiracies,during [145] #woodyharrelson,spreads [145] monologue,marlownyc [145] spreads,anti [144] caulfieldtim,grrr Top Word Pairs in Tweet in G5:
[6] vine,boom [5] sumerian,records [5] boom,sfx [4] woody,harrelson [4] sfx,hes [3] ami,antivaxx [3] wife,antivaxx [3] thedailyblognz,wuhan [3] antivaxx,covid [3] bombing,vs Top Word Pairs in Tweet in G6:
[16] absolutely,beyond [16] scientific,helm [16] beyond,scientific [15] agree,more [15] more,science [15] science,without [15] without,debate [15] helm,agree [15] antivaxx,absolutely [15] provaxx,antivaxx Top Word Pairs in Tweet in G7:
[43] caz,course [43] rate,well [43] 40,death [43] course,antivaxx [43] well,caz [43] decided,go [43] go,ecmo [43] ecmo,40 [43] death,rate [42] jikkyleaks,decided Top Word Pairs in Tweet in G8:
[9] swedish,antivaxx [8] of_medeiros,thereal_truther [8] sense_strand,of_medeiros [7] antivaxx,account [7] antivaxx,movement [6] people,still [6] still,communication [6] charge,appears [6] series,swedish [6] appears,powerless Top Word Pairs in Tweet in G9:
[21] covid,vaccines [21] great,thread [21] disease,hospitalization [21] severe,disease [21] effective,against [21] another,great [21] against,severe [21] thread,sarahcaul_ons [21] vaccines,effective [21] sarahcaul_ons,covid Top Word Pairs in Tweet in G10:
[2] againmothra,wanderinglord [2] remofjacob_,wilbo_bagginsis [2] soulnature9,juliemu36442360 [2] dirk_fasshauer,mucusmucous [2] timmbosliceeee,leanneaf [2] giddy_bunny,effisforfun [2] lannisterleo,darkcowboygod [2] wilbo_bagginsis,morpheouso [2] petealonsocrazy,megafant1 [2] realkyleewright,natural_femme Top Replied-To in Entire Graph:
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Top Replied-To in G6:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G10: