The graph represents a network of 6,934 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 2/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 February 2023 at 16:04 UTC.
The tweets in the network were tweeted over the 1113-day, 13-hour, 55-minute period from Friday, 31 January 2020 at 11:04 UTC to Saturday, 18 February 2023 at 00:59 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 : 6934
Unique Edges : 4327
Edges With Duplicates : 12522
Total Edges : 16849
Number of Edge Types : 9
Replies to : 2550
MentionsInReplyTo : 6404
Retweet : 3042
MentionsInRetweet : 3578
Tweet : 664
Mentions : 170
MentionsInQuoteReply : 192
Quote : 184
MentionsInQuote : 65
Self-Loops : 995
Reciprocated Vertex Pair Ratio : 0.0589301903898459
Reciprocated Edge Ratio : 0.111301369863014
Connected Components : 827
Single-Vertex Connected Components : 158
Maximum Vertices in a Connected Component : 3503
Maximum Edges in a Connected Component : 10163
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.908775
Graph Density : 0.000194369354442877
Modularity : 0.52457
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,934 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 2/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 February 2023 at 16:04 UTC.
The tweets in the network were tweeted over the 1113-day, 13-hour, 55-minute period from Friday, 31 January 2020 at 11:04 UTC to Saturday, 18 February 2023 at 00:59 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:
[590] bill,gates [575] soignants,antivaxx [574] fait,leur [574] vient,d'admettre [574] bloquent,transmission [574] d'arnm,n'arrêtent [574] d'admettre,injections [574] injections,d'arnm [574] gates,vient [574] n'arrêtent,l'infection Top Word Pairs in Tweet in G1:
[561] bloquent,transmission [561] c'est,soignants [561] d'admettre,injections [561] n'arrêtent,l'infection [561] soignants,antivaxx [561] vient,d'admettre [561] bill,gates [561] gates,vient [561] injections,d'arnm [561] l'infection,bloquent Top Word Pairs in Tweet in G2:
[500] contra,covid [498] propaganda,antivaxx [497] fazia,propaganda [497] os,eleitores [497] antivaxx,bolsonaro [497] enquanto,mentia [497] bolsonaro,já [497] estava,vacinadíssimo [497] mentia,os [497] vacinadíssimo,contra Top Word Pairs in Tweet in G3:
[17] 31,médecins [16] pathologique,incompatible [16] d'un,état [16] raison,d'un [16] unanime,31 [16] incompatible,l'exercice [16] l'avis,unanime [16] état,pathologique [16] l'exercice,médecine [16] médecine,selon Top Word Pairs in Tweet in G4:
[17] budimicmirela,draseemmalhotra [16] aware,cost [16] mom,aware [16] family,friends [16] career,mom [16] aware,vaccine [16] friends,jobs [16] jobs,career [16] draseemmalhotra,yes [16] people,family Top Word Pairs in Tweet in G5:
[230] facebook,making [230] content,facebook [230] responsible,70 [230] persons,organisations [230] 70,antivaxx [230] antivaxx,content [230] organisations,responsible [230] 12,persons [230] making,money [229] money,ht Top Word Pairs in Tweet in G6:
[17] people,antivaxx [15] led,crazy [15] self,obsessed [15] antivaxx,self [15] james,moore [15] faction,anarchists [15] crazy,faction [15] anarchists,people [14] convoy,led [12] antivaxx,antimasker Top Word Pairs in Tweet in G7:
[12] badvaccinetakes,antivaxx [10] nothing,natural [10] jabbed,people [10] antivaxx,jab [10] natural,immunity [10] antivaxx,jabbed [10] better,antivaxx [10] immunity,better [10] jab,nothing [9] axoplasmicgap,badvaccinetakes Top Word Pairs in Tweet in G8:
[19] gt,gt [5] evangeline,lilly [5] backlash,marvel [5] antivaxx,backlash [5] marvel,didn [5] didn,threaten [5] threaten,fire [5] lilly,antivaxx [4] another,country [4] #covid,compared Top Word Pairs in Tweet in G9:
[18] sphère,antivaxx [16] autour,révocation [16] toute,sphère [16] gesticulations,outrées [16] dr,umlil [16] umlil,sont [16] outrées,toute [16] lunaires,ici [16] sont,lunaires [16] ici,wonner Top Word Pairs in Tweet in G10:
[4] deadbolt019,gmarshall1965 [4] resistenzanow,peregrinepfp [4] lindamarkss,saysyeswecan [4] 2457klhu,medwoman1 [4] tangogolfsierr1,_capitaloffense [4] tommiestephsyup,flattielover [4] saysyeswecan,karendi95261360 [4] dqschmitt15,tangogolfsierr1 [4] repmtg,repmattgaetz [4] tomdoubting,vttbqw9s3xjpoow Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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 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: