The graph represents a network of 5,152 Twitter users whose recent tweets contained "immunization", 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 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 19:02 UTC.
The tweets in the network were tweeted over the 1282-day, 12-hour, 14-minute period from Tuesday, 10 September 2019 at 11:44 UTC to Wednesday, 15 March 2023 at 23:59 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 : 5152
Unique Edges : 1542
Edges With Duplicates : 9486
Total Edges : 11028
Number of Edge Types : 9
Retweet : 4122
MentionsInRetweet : 4609
Replies to : 423
MentionsInReplyTo : 888
Tweet : 566
Mentions : 332
Quote : 41
MentionsInQuote : 40
MentionsInQuoteReply : 7
Self-Loops : 779
Reciprocated Vertex Pair Ratio : 0.0135210224115577
Reciprocated Edge Ratio : 0.0266812865497076
Connected Components : 584
Single-Vertex Connected Components : 294
Maximum Vertices in a Connected Component : 3569
Maximum Edges in a Connected Component : 8111
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.96359
Graph Density : 0.000206195263296881
Modularity : 0.48503
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,152 Twitter users whose recent tweets contained "immunization", 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 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 19:02 UTC.
The tweets in the network were tweeted over the 1282-day, 12-hour, 14-minute period from Tuesday, 10 September 2019 at 11:44 UTC to Wednesday, 15 March 2023 at 23:59 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 : immunization
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:
[1422] childhood,immunization [1374] immunization,schedule [1364] secrets,childhood [1364] dark,secrets [996] rwmalonemd,dark [521] robert,kennedy [374] aux,plus [367] pre,school [331] kennedy,jr [315] jr,part Top Word Pairs in Tweet in G1:
[926] immunization,schedule [926] childhood,immunization [926] secrets,childhood [926] dark,secrets [920] rwmalonemd,dark [9] ނ,ނ [7] ނ,މ [7] އ,އ [5] މ,ވ [5] ވ,ނ Top Word Pairs in Tweet in G2:
[207] full,interview [200] vigilantfox,full [81] vaccine,approval [80] approval,process [79] immunization,schedule [75] childhood,immunization [74] secrets,childhood [74] dark,secrets [66] part,available [66] available,watch Top Word Pairs in Tweet in G3:
[71] immunization,schedule [69] childhood,immunization [69] robert,kennedy [68] kennedy,jr [66] dark,secrets [66] vaccine,approval [66] secrets,childhood [66] schedule,vaccine [64] part,dark [64] approval,process Top Word Pairs in Tweet in G4:
[256] trials,propaganda [256] placebo,science [256] stunning,history [256] right,stunning [256] watching,right [256] history,placebo [256] science,trials [255] propaganda,exag [255] fatemperor,watching [6] immunization,schedule Top Word Pairs in Tweet in G5:
[366] aux,plus [183] vaccins,covid [183] covid,aux [183] 80,ans [183] plus,80 [183] restreignant,sévèrement [183] sévèrement,vaccins [183] canada,rejoint [183] ans,aux [183] royaume,uni Top Word Pairs in Tweet in G6:
[154] 72,doses [139] vaccines,currently [139] mandated,children [139] doses,vaccines [139] vaccines,72 [139] currently,mandated [139] tested,pre [139] none,vaccines [139] children,tested [138] janjekielek,none Top Word Pairs in Tweet in G7:
[344] pre,school [174] shut,down [173] immunization,status [172] connecticut,threatens [172] little,eagles [172] school,over [172] over,students' [172] students',immunization [172] status,little [172] down,private Top Word Pairs in Tweet in G8:
[184] robert,kennedy [180] kennedy,man [180] man,watch [180] integrity,courage [180] watch,appreciate [180] appreciate,integrity [179] laralogan,robert [14] immunization,schedule [11] childhood,immunization [11] dark,secrets Top Word Pairs in Tweet in G9:
[128] cov,spike [128] immunization,injecting [128] spike,protein [128] sars,cov [128] injecting,674 [128] 685,fragment [128] fragment,sars [128] 674,685 [128] protein,induces [127] palexanderphd,immunization Top Word Pairs in Tweet in G10:
[119] childhood,immunization [118] immunization,schedule [107] secrets,childhood [107] robert,kennedy [107] dark,secrets [103] kennedy,jr [102] vaccine,approval [102] approval,process [100] schedule,vaccine [99] part,dark Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G6:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: