The graph represents a network of 7,266 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 2/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 February 2023 at 16:03 UTC.
The tweets in the network were tweeted over the 1131-day, 23-hour, 27-minute period from Monday, 30 December 2019 at 01:23 UTC to Saturday, 04 February 2023 at 00:51 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 : 7266
Unique Edges : 5228
Edges With Duplicates : 13030
Total Edges : 18258
Number of Edge Types : 9
Retweet : 2366
MentionsInRetweet : 2786
Replies to : 3197
MentionsInReplyTo : 8334
Tweet : 954
Quote : 300
MentionsInQuoteReply : 119
Mentions : 166
MentionsInQuote : 36
Self-Loops : 1297
Reciprocated Vertex Pair Ratio : 0.0658898305084746
Reciprocated Edge Ratio : 0.123633472470682
Connected Components : 1079
Single-Vertex Connected Components : 231
Maximum Vertices in a Connected Component : 3021
Maximum Edges in a Connected Component : 9910
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 7.150148
Graph Density : 0.000190613344184389
Modularity : 0.525392
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 7,266 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 2/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 February 2023 at 16:03 UTC.
The tweets in the network were tweeted over the 1131-day, 23-hour, 27-minute period from Monday, 30 December 2019 at 01:23 UTC to Saturday, 04 February 2023 at 00:51 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:
[999] não,somos [507] antivaxx,não [499] somos,teóricos [499] somos,antivaxx [499] completamente,mundo [499] conspiração,somos [499] teóricos,conspiração [499] rejeitamos,completamente [499] políticos,rejeitamos [499] adversários,políticos Top Word Pairs in Tweet in G1:
[972] não,somos [486] antivaxx,não [486] somos,adversários [486] conspiração,somos [486] teóricos,conspiração [486] rejeitamos,completamente [486] somos,antivaxx [486] políticos,rejeitamos [486] adversários,políticos [486] somos,teóricos Top Word Pairs in Tweet in G2:
[21] withhold,potential [21] oncologist,saying [21] therapeutics,until [21] potential,therapeutics [21] proven,rcts [21] re,proven [21] saying,withhold [21] until,re [21] irony,wasn [21] rcts,comers Top Word Pairs in Tweet in G3:
[22] pro,poutine [14] ils,sont [11] tpmp,olivierveran [10] antivaxx,pro [10] mauricemartin01,andrebercoff [10] vlautard,olivierveran [10] poutine,antivaxx [8] ça,veut [8] lonnibesancon,nopilx [8] pro,russe Top Word Pairs in Tweet in G4:
[272] ไม,ได [270] เก,ดโรคแทรกซ [269] ออกมายอมร,บว [269] วไม,ได [269] างเค,ยง [269] ดแล,วไม [269] ให,ไปหาหมอ [269] าม,ผลข [269] ฉ,ดแล [269] าฉ,ดแล Top Word Pairs in Tweet in G5:
[145] sorry,dr [145] fall,hardly [145] blood,thinners [145] hope,ok [145] asking,blood [145] thinners,fall [145] hardly,medics [145] wolf,fall [145] ok,asking [145] dr,wolf Top Word Pairs in Tweet in G6:
[42] zachary,levi [28] danger,world [26] pfizer,danger [24] levi,agrees [24] agrees,pfizer [7] being,antivaxx [7] anti,vaxx [5] fury,gods [5] gods,pfizer [5] clear,present Top Word Pairs in Tweet in G7:
[58] artificially,inflating [58] life,saving [58] inflating,price [57] price,life [57] saving,medicines [57] mean,artificially [57] medicines,vaccines [57] tell,mean [57] zacharylevi,please [57] please,tell Top Word Pairs in Tweet in G8:
[8] laymansscience,tigerlillysusan [8] tigerlillysusan,jcresearch01 [8] djchicus,sleighthanded [8] sarahcaul_ons,richpereira_ons [8] janehogarth84,d151nf0 [8] jcresearch01,jneill [8] its_agenda_2030,zeviax3 [6] ryanbeed,incytometry [6] printervictor,sarahcaul_ons [6] swaledalemutton,soulstokedmusic Top Word Pairs in Tweet in G9:
[154] antivaxx,nurses [153] passed,wonder [153] selling,fake [153] fake,nursing [153] degrees,passed [153] fucking,florida [153] wonder,antivaxx [153] nursing,degrees [153] florida,selling [153] nurses,florida Top Word Pairs in Tweet in G10:
[19] barryonash,healthbyjames [14] kudo4343,barryonash [13] antivaxx,propaganda [8] emeraldrobinson,havent [8] antivaxx,bs [8] contain,antivaxx [8] bet,dollar [8] healthbyjames,james [8] proile,bet [8] looked,proile 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 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: