The graph represents a network of 7,641 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 3/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 March 2023 at 15:07 UTC.
The tweets in the network were tweeted over the 1035-day, 12-hour, 57-minute period from Saturday, 16 May 2020 at 10:54 UTC to Friday, 17 March 2023 at 23:51 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 : 7641
Unique Edges : 6259
Edges With Duplicates : 13091
Total Edges : 19350
Number of Edge Types : 9
Replies to : 3772
MentionsInReplyTo : 8709
Tweet : 1035
Retweet : 1989
MentionsInRetweet : 2903
Quote : 359
Mentions : 247
MentionsInQuote : 102
MentionsInQuoteReply : 234
Self-Loops : 1501
Reciprocated Vertex Pair Ratio : 0.0651140223192625
Reciprocated Edge Ratio : 0.122266763848397
Connected Components : 1139
Single-Vertex Connected Components : 215
Maximum Vertices in a Connected Component : 3866
Maximum Edges in a Connected Component : 11996
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.052656
Graph Density : 0.000188018481175198
Modularity : 0.531192
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 7,641 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 3/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 March 2023 at 15:07 UTC.
The tweets in the network were tweeted over the 1035-day, 12-hour, 57-minute period from Saturday, 16 May 2020 at 10:54 UTC to Friday, 17 March 2023 at 23:51 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:
[232] antivaxx,grifting [230] grifting,sells [225] sells,hard [220] point,antivaxx [219] dedicated,whipping [219] hard,entire [219] whipping,fear [219] entire,circuit [219] fear,cash [219] circuit,dedicated Top Word Pairs in Tweet in G1:
[217] grifting,sells [217] sells,hard [216] antivaxx,grifting [211] dedicated,whipping [211] circuit,dedicated [211] hard,entire [211] entire,circuit [211] fear,cash [211] point,antivaxx [211] whipping,fear Top Word Pairs in Tweet in G2:
[32] aurait,fait [31] pro,vaxx [30] être,antivaxx [30] macroniste,pro [28] repenti,source [28] cnews,macroniste [28] fait,croire [28] population,être [28] source,lemonde [28] croire,population Top Word Pairs in Tweet in G3:
[158] anti,vax [143] nbcsnl,monologue [142] vax,conspiracies [142] during,nbcsnl [142] conspiracies,during [142] spreads,anti [142] grrr,#woodyharrelson [142] #woodyharrelson,spreads [142] monologue,marlownyc [141] caulfieldtim,grrr Top Word Pairs in Tweet in G4:
[6] joel,miller [4] sumerian,records [4] parce,qu'il [4] woody,harrelson [4] country,#covid19 [4] antivaxx,covid [4] compared,another [4] another,country [4] #covid,compared [4] joel,antivaxx Top Word Pairs in Tweet in G5:
[17] soufmd1,actual [17] cynthia,talking [17] talking,topical [17] topical,steroids [17] actual,tiktok [17] tiktok,cynthia [16] freethinkfacts,soufmd1 [16] steroids,vaccin [8] vaxxersanti,ke0oea [6] debunk_the_funk,teamyoutube Top Word Pairs in Tweet in G6:
[6] #antivaxx,#activists [6] antivaxx,grifting [6] estimated,more [6] #activists,health [6] health,nation [6] grifting,sells [6] devastating,impact [6] hardly,estimated [6] nation,hardly [6] goddeketal,kieraevebutler Top Word Pairs in Tweet in G7:
[28] jury,fair [28] appointed,judge [28] judge,jury [28] fair,impartial [28] elonmusk,appointed [28] impartial,training [28] marccormier,elonmusk [28] training,education [4] covid,19 [3] more,antivaxx Top Word Pairs in Tweet in G8:
[4] long,debunked [4] claiming,vaccines [4] vaccines,caused [4] corrupt,scientist [4] done,corrupt [4] caused,autism [4] y'all,remember [4] scientist,long [4] remember,one [4] one,'study' Top Word Pairs in Tweet in G9:
[7] brigade,jump [7] govt,narrative [7] those,eligible [7] becoming,increasingly [7] antivaxx,brigade [7] sure,antivaxx [7] increasingly,antivaxx [7] over,mild [7] jump,'even [7] wales,cancels Top Word Pairs in Tweet in G10:
[43] ecmo,40 [43] caz,course [43] 40,death [43] go,ecmo [43] decided,go [43] course,antivaxx [43] rate,well [43] well,caz [43] death,rate [42] jikkyleaks,decided 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 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: