The graph represents a network of 5,194 Twitter users whose recent tweets contained "HPV Vaccine", 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 12:50 UTC.
The tweets in the network were tweeted over the 2608-day, 0-hour, 34-minute period from Monday, 25 January 2016 at 23:25 UTC to Friday, 17 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 : 5194
Unique Edges : 2774
Edges With Duplicates : 11441
Total Edges : 14215
Number of Edge Types : 9
Retweet : 3476
MentionsInRetweet : 4388
Tweet : 821
Replies to : 963
MentionsInReplyTo : 3607
MentionsInQuote : 75
Mentions : 660
Quote : 119
MentionsInQuoteReply : 106
Self-Loops : 1120
Reciprocated Vertex Pair Ratio : 0.0302707636142379
Reciprocated Edge Ratio : 0.0587627343865348
Connected Components : 740
Single-Vertex Connected Components : 408
Maximum Vertices in a Connected Component : 3193
Maximum Edges in a Connected Component : 10542
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.774664
Graph Density : 0.000251108149569846
Modularity : 0.462522
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,194 Twitter users whose recent tweets contained "HPV Vaccine", 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 12:50 UTC.
The tweets in the network were tweeted over the 2608-day, 0-hour, 34-minute period from Monday, 25 January 2016 at 23:25 UTC to Friday, 17 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 : HPV Vaccine
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:
[2390] hpv,vaccine [821] cervical,cancer [404] vaccine,prevents [371] million,girls [365] human,papillomavirus [363] prevents,cancer [348] people,deny [348] michigan_noah,people [348] cancer,already [348] deny,hpv Top Word Pairs in Tweet in G1:
[429] hpv,vaccine [352] vaccine,prevents [349] prevents,cancer [342] cancer,already [342] study,million [342] girls,showed [342] wrong,nejm [342] deny,hpv [342] michigan_noah,people [342] people,deny Top Word Pairs in Tweet in G2:
[313] hpv,vaccine [145] cervical,cancer [117] protect,against [110] cancer,preventable [110] vaccine,access [110] deadly,virus [110] against,deadly [110] preventable,disease [110] access,crucial [109] disease,hpv Top Word Pairs in Tweet in G3:
[217] hpv,vaccine [77] vaccine,mandate [61] supply,mandate [61] increase,supply [61] mandate,billion [61] mandate,stay [61] wonder,ca [61] introduced,hpv [61] billion,dollars [61] dollars,increase Top Word Pairs in Tweet in G4:
[169] hpv,vaccine [103] robertkennedyjr,study [66] injured,hpv [66] hpv,age [66] age,12 [57] hpv,vax [55] health,receiving [55] lost,health [55] receiving,hpv [55] recovered,uses Top Word Pairs in Tweet in G5:
[263] harald,hausen [258] 1974,harald [258] suggested,human [258] give,rise [258] despite,doubts [258] hpv,give [258] cervical,cancer [258] cancer,despite [258] rise,cervical [258] human,papilloma Top Word Pairs in Tweet in G6:
[233] usa,gardasil [233] procès,aux [233] aux,usa [233] merck,procès [232] banounhelene,merck [25] l'histoire,médicale [25] gardasil,sera [25] sera,plus [25] plus,grand [25] scandale,l'histoire Top Word Pairs in Tweet in G7:
[86] hpv,vaccine [40] laurapowellesq,hpv [37] stop,cancer [37] cancer,tumours [37] single,dose [37] vaccines,stop [37] mrna,vaccines [37] tumours,tracks [37] style,mrna [37] tracks,study Top Word Pairs in Tweet in G8:
[118] hpv,vaccine [112] iowa,students [80] students,hpv [80] teach,iowa [80] requirement,teach [79] schools',health [79] lawmakers,considering [79] removing,requirement [79] considering,removing [79] vaccine,schools' Top Word Pairs in Tweet in G9:
[77] #hpv,vaccine [75] hpv,vaccine [28] side,effects [28] promoting,#hpv [27] cervical,cancer [24] sign,petition [23] mansukhmandviya,officeof_mm [23] vaccine,universal [23] include,hpv [23] universal,immunization Top Word Pairs in Tweet in G10:
[97] hpv,vaccine [75] personal,belief [75] belief,exemptions [61] mandate,hpv [50] 8th,grade [50] bill,mandate [50] entering,8th [50] vaccine,students [50] students,entering [49] proposed,ca Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
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Top Tweeters in G10: