The graph represents a network of 7,561 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 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 16:05 UTC.
The tweets in the network were tweeted over the 2296-day, 17-hour, 16-minute period from Friday, 30 September 2016 at 07:42 UTC to Saturday, 14 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 : 7561
Unique Edges : 6110
Edges With Duplicates : 13648
Total Edges : 19758
Number of Edge Types : 9
MentionsInReplyTo : 9256
Replies to : 3545
Retweet : 2195
MentionsInRetweet : 2990
Tweet : 993
MentionsInQuoteReply : 210
Quote : 292
MentionsInQuote : 65
Mentions : 212
Self-Loops : 1388
Reciprocated Vertex Pair Ratio : 0.0645315487571702
Reciprocated Edge Ratio : 0.121239335428828
Connected Components : 1074
Single-Vertex Connected Components : 225
Maximum Vertices in a Connected Component : 4033
Maximum Edges in a Connected Component : 12772
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.769596
Graph Density : 0.0001948001055262
Modularity : 0.528117
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 7,561 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 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 16:05 UTC.
The tweets in the network were tweeted over the 2296-day, 17-hour, 16-minute period from Friday, 30 September 2016 at 07:42 UTC to Saturday, 14 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 : 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:
[493] antivaxx,blog [260] used,antivaxx [257] criteria,structure [257] blog,inclusion [257] inclusion,exclusion [257] systematic,approach [257] right,used [257] structure,systematic [257] exclusion,criteria [256] doctor_eric_b,right Top Word Pairs in Tweet in G1:
[471] antivaxx,blog [248] used,antivaxx [247] systematic,approach [247] exclusion,criteria [247] criteria,structure [247] right,used [247] inclusion,exclusion [247] blog,inclusion [247] structure,systematic [246] doctor_eric_b,right Top Word Pairs in Tweet in G2:
[141] poison,qu'il [141] s'il,s'avère [141] injecté,vrai [141] vrai,poison [141] s'avère,j'ai [141] vaccin,même [141] regretterai,jamais [141] qu'il,reste [141] j'ai,injecté [141] même,s'il Top Word Pairs in Tweet in G3:
[26] ericguillot5,champodr [15] antoinettecolby,ericguillot5 [10] art_melle_,ouestmoncycle [10] pro,poutine [9] frexittv_twitt,olivierveran [9] peut,être [9] midilibre,frexittv_twitt [9] marc_doyer,verity_france [8] anonym_jean,ericguillot5 [8] tout,monde Top Word Pairs in Tweet in G4:
[14] damar,hamlin [7] antivaxx,rhetoric [7] being,antivaxx [7] antivaxx,conspiracy [6] covid,vaccine [5] using,damar [5] push,antivaxx [5] antivaxx,bullshit [5] cardiac,arrest [4] antivaxx,agenda Top Word Pairs in Tweet in G5:
[137] cardiologists,review [137] review,totality [137] reflexively,dismissing [137] mrna,shots [137] evidence,mrna [137] totality,evidence [137] shots,reflexively [137] calling,cardiologists [136] drsyedhaider,calling [18] things,gun Top Word Pairs in Tweet in G6:
[48] ici,quand [48] personnalités,comme [48] qu'une,autre [48] montre,qu'une [48] autre,politique [48] comme,lehmanndrc [48] lehmanndrc,montre [48] #oùestlagauchesanitaire,ici [48] quand,personnalités [47] politique,sanitai Top Word Pairs in Tweet in G7:
[59] antivaxx,bs [59] tremendously,harmful [59] many,believe [59] lied,lied [59] we've,lied [59] harmful,antivaxx [59] lied,many [59] believe,lie [59] lie,lie [59] bs,we've Top Word Pairs in Tweet in G8:
[38] trouver,leur [38] faut,trouver [38] c'est,comme [38] antivaxx,faut [38] leur,entourage [38] poutine,c'est [38] comme,antivaxx [37] gdelecourt,poutine [16] journaliste,ctv [16] sont,tout Top Word Pairs in Tweet in G9:
[15] krebiozen,thedrjon [15] richykirsh,nuhope2022 [15] nicky111lady,reacharoundu [15] johannaszabo1,nicky111lady [15] jarbot15,barryjohnreid21 [15] i_am_joli_anne,angryfleas [15] barryjohnreid21,shocktraumarn [15] angryfleas,jarbot15 [13] shocktraumarn,shadowdroid616 [13] doritmi,kberkopes Top Word Pairs in Tweet in G10:
[130] dick,pill [130] antivaxx,ivermectin [130] podcast,ads [130] ivermectin,slinging [130] qanon,herbal [130] lmao,inundated [130] pill,podcast [130] slinging,qanon [130] herbal,dick [130] inundated,antivaxx 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 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: