The graph represents a network of 5,159 Twitter users whose recent tweets contained "VaccinesWork", 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 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 03:49 UTC.
The tweets in the network were tweeted over the 3213-day, 8-hour, 2-minute period from Sunday, 23 March 2014 at 16:33 UTC to Monday, 09 January 2023 at 00:36 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 : 5159
Unique Edges : 1896
Edges With Duplicates : 9756
Total Edges : 11652
Number of Edge Types : 9
Retweet : 3920
MentionsInRetweet : 4234
Mentions : 256
Replies to : 689
MentionsInReplyTo : 1562
Quote : 248
Tweet : 648
MentionsInQuoteReply : 18
MentionsInQuote : 77
Self-Loops : 818
Reciprocated Vertex Pair Ratio : 0.0165609584214235
Reciprocated Edge Ratio : 0.0325823223570191
Connected Components : 391
Single-Vertex Connected Components : 132
Maximum Vertices in a Connected Component : 3796
Maximum Edges in a Connected Component : 9040
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.59853
Graph Density : 0.000216834781892394
Modularity : 0.486432
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,159 Twitter users whose recent tweets contained "VaccinesWork", 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 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 03:49 UTC.
The tweets in the network were tweeted over the 3213-day, 8-hour, 2-minute period from Sunday, 23 March 2014 at 16:33 UTC to Monday, 09 January 2023 at 00:36 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 : VaccinesWork
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:
[1333] teddy,bear [1333] #endpolio,teddy [712] polio,vaccine [706] child,world [706] message,child [706] bear,message [706] love,#endpolio [706] world,polio [704] poliofreeafghan,love [627] receive,#polio Top Word Pairs in Tweet in G1:
[1325] #endpolio,teddy [1325] teddy,bear [702] bear,message [702] polio,vaccine [702] world,polio [702] child,world [702] love,#endpolio [702] message,child [701] poliofreeafghan,love [623] better,world Top Word Pairs in Tweet in G2:
[292] haven't,covid [292] hamilton,area [292] vaccine,live [292] covid,help [292] researchers,develop [292] develop,inhaled [292] inhaled,vaccine [292] help,researchers [292] live,hamilton [292] please,haven't Top Word Pairs in Tweet in G3:
[113] papillomavirus,#hpv [113] sexually,transmitted [113] #hpv,common [113] cause,#cervicalcancer [113] infection,cause [113] common,sexually [113] transmitted,infection [113] human,papillomavirus [112] effective,prevent [110] #cervicalcancer,awareness Top Word Pairs in Tweet in G4:
[212] dear,antivaxers [212] wonder,martyr [212] treat,cancer [212] being,used [212] cancer,wonder [212] antivaxers,mrna [212] oh,dear [212] mrna,vaccines [212] used,treat [212] vaccines,being Top Word Pairs in Tweet in G5:
[37] #measles,proportion [37] live,permanent [37] proportion,survivors [37] permanent,life [37] happens,don [37] survivors,live [37] life,changing [37] recover,#measles [37] don,recover [37] changing,disabilities Top Word Pairs in Tweet in G6:
[56] covid,19 [30] vaccination,boosting [30] benefits,vaccination [29] 19,transmission [29] boosting,reducing [29] demonstrates,benefits [29] reducing,covid [29] study,demonstrates [28] caulfieldtim,study [27] yep,#vaccineswork Top Word Pairs in Tweet in G7:
[155] investigator,write [155] teseniar,vaccine [155] write,olivia [155] vaccine,reaction [155] reaction,moderna [155] principal,investigator [155] moderna,didn [155] didn,include [155] olivia,teseniar [154] jennifermarguli,principal Top Word Pairs in Tweet in G8:
[99] infection,80 [99] disturbances,during [99] contract,covid [99] sleep,disturbances [99] suffer,sleep [99] 52,people [99] during,infection [99] people,contract [99] covid,suffer [99] 80,participants Top Word Pairs in Tweet in G9:
[13] covid,19 [6] #vaccines,#vaccineswork [6] #vaccineswork,#endpolio [5] د,پولیو [5] #vaccinedeaths,#vaccineswork [5] #vaccinesideeffects,#vaccineswork [4] #covidisnotover,#vaccineswork [4] #covid19,#vaccineswork [4] #getvaccinated,#vaccineswork [4] #vaccinedeath,#vaccineinjuries Top Word Pairs in Tweet in G10:
[27] empathy,best [27] facts,empathy [27] pairing,facts [27] trolls,beautiful [27] celinegounder,nytopinion [27] way,disempower [27] beautiful,uncompromising [27] disempower,trolls [27] nytopinion,pairing [27] best,way Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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 G6:
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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:
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Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: