The graph represents a network of 6,619 Twitter users whose recent tweets contained "antivax", 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 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 09:19 UTC.
The tweets in the network were tweeted over the 2142-day, 18-hour, 34-minute period from Sunday, 26 February 2017 at 06:25 UTC to Monday, 09 January 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 : 6619
Unique Edges : 4248
Edges With Duplicates : 12974
Total Edges : 17222
Number of Edge Types : 9
Retweet : 3257
MentionsInRetweet : 3736
Tweet : 549
MentionsInReplyTo : 6856
Replies to : 2262
Mentions : 140
Quote : 197
MentionsInQuote : 63
MentionsInQuoteReply : 162
Self-Loops : 733
Reciprocated Vertex Pair Ratio : 0.0485255281690141
Reciprocated Edge Ratio : 0.0925595550425018
Connected Components : 661
Single-Vertex Connected Components : 113
Maximum Vertices in a Connected Component : 4478
Maximum Edges in a Connected Component : 13034
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.190386
Graph Density : 0.000217534519593881
Modularity : 0.512674
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 6,619 Twitter users whose recent tweets contained "antivax", 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 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 09:19 UTC.
The tweets in the network were tweeted over the 2142-day, 18-hour, 34-minute period from Sunday, 26 February 2017 at 06:25 UTC to Monday, 09 January 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 : antivax
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:
[483] gilets,jaunes [458] n'ont,fait [457] plus,50 [457] 50,français [457] français,n'ont [457] sommes,majoritaires [457] majoritaires,maintenant [457] maintenant,plus [457] fait,rappel [457] rappel,booster Top Word Pairs in Tweet in G1:
[316] gilets,jaunes [315] ces,boucs [315] sauf,contre [315] autres,complotistes [315] contre,gilets [315] jaunes,antivax [315] émissaires,tout [315] boucs,émissaires [315] c'est,mal [315] antivax,autres Top Word Pairs in Tweet in G2:
[93] gilet,jaune [90] jaune,violence [90] carton,plein [90] assumée,promotion [90] c'est,carton [90] antivax,gilet [90] côlon,c'est [90] l'hydrothérapie,côlon [90] violence,assumée [90] promotion,l'hydrothérapie Top Word Pairs in Tweet in G3:
[427] booster,depuis [427] n'ont,fait [427] français,n'ont [427] plus,50 [427] maintenant,plus [427] fait,rappel [427] rappel,booster [427] 50,français [427] majoritaires,maintenant [427] sommes,majoritaires Top Word Pairs in Tweet in G4:
[381] covid,19 [380] last,month [380] month,covid [380] died,last [380] antivax,father [380] 13,year [379] father,died [379] 19,father [379] year,old's [379] twitter,warns Top Word Pairs in Tweet in G5:
[198] attention,deployed [198] against,army [198] army,spies [198] spies,take [198] deployed,against [198] antivax,militants [198] please,pay [198] take,antivax [198] militants,news [198] pay,attention Top Word Pairs in Tweet in G6:
[185] soignants,antivax [171] oh,dirait [171] heureusement,qu [171] étaient,nazi [171] parti,gauche [171] aucun,parti [171] qu,aucun [171] début,heureusement [171] dirait,soignants [171] nazi,depuis Top Word Pairs in Tweet in G7:
[28] chez,enfants [28] circuler,chez [28] michael,peyromaure [28] enfants,antivax [28] laissons,virus [28] virus,circuler [28] #unjouruncovidiot,médecin [28] peyromaure,laissons [28] infoutu,porter [28] médecin,michael Top Word Pairs in Tweet in G8:
[9] ianfmusgrave,bluelionblog [9] isa_picard,hawkinatx [9] ktibus,f250roush [9] doritmi,jcdeardeuff [9] 4thechelon22,tinfoilawards [9] thomasharrigan8,bigbruce1972 [9] ixeno,tweetofsteiner [9] bluelionblog,thisisnothappen [9] grammarianjoe,sirsydneycamm [9] izzitreally2,jccalmond2 Top Word Pairs in Tweet in G9:
[11] champodr,vanessa47135791 [9] antivax,c'est [9] ils,sont [7] vanessa47135791,champodr [6] antivax,sont [5] chticlem,champodr [5] josephlemire198,champodr [5] gilets,jaunes [5] champodr,c'est [4] ces,boucs Top Word Pairs in Tweet in G10:
[21] telegraph,antivax [19] malhotra,bridgen [19] worth,noting [19] bridgen,getting [19] support,telegraph [19] antivax,claims [19] getting,support [19] claims,worth [18] karamballes,malhotra [18] noting,sarahknapto 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 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: