The graph represents a network of 1,776 Twitter users whose recent tweets contained "SAGEPublishers", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 40,000 tweets, tweeted between 1/1/2022 12:00:00 AM and 2/13/2023 8:49:29 AM. The network was obtained from Twitter on Monday, 13 February 2023 at 16:51 UTC.
The tweets in the network were tweeted over the 1252-day, 11-hour, 52-minute period from Friday, 06 September 2019 at 12:19 UTC to Friday, 10 February 2023 at 00:11 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 : 1776
Unique Edges : 2329
Edges With Duplicates : 3578
Total Edges : 5907
Number of Edge Types : 9
MentionsInReplyTo : 2063
Mentions : 855
MentionsInRetweet : 1600
Retweet : 757
Replies to : 426
Quote : 43
MentionsInQuote : 117
Tweet : 24
MentionsInQuoteReply : 22
Self-Loops : 181
Reciprocated Vertex Pair Ratio : 0.0752277402292095
Reciprocated Edge Ratio : 0.139928942333971
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 1776
Maximum Edges in a Connected Component : 5907
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.146645
Graph Density : 0.0011607029564776
Modularity : 0.479544
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,776 Twitter users whose recent tweets contained "SAGEPublishers", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 40,000 tweets, tweeted between 1/1/2022 12:00:00 AM and 2/13/2023 8:49:29 AM. The network was obtained from Twitter on Monday, 13 February 2023 at 16:51 UTC.
The tweets in the network were tweeted over the 1252-day, 11-hour, 52-minute period from Friday, 06 September 2019 at 12:19 UTC to Friday, 10 February 2023 at 00:11 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 : SAGEPublishers
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:
[108] signs,patterns [107] check,publication [107] pocus,users [107] various,signs [107] ultrasound,means [107] users,confused [107] means,check [107] patterns,lung [107] confused,various [107] lung,ultrasound Top Word Pairs in Tweet in G1:
[65] sagepublishers,wrote [61] higher,education [61] available,sagepublishers [60] practical,guide [59] guide,thinking [59] assessment,higher [59] education,available [59] confident,assessment [59] wrote,practical [58] rmforsyth,confident Top Word Pairs in Tweet in G2:
[108] signs,patterns [107] means,check [107] lung,ultrasound [107] check,publication [107] confused,various [107] various,signs [107] users,confused [107] ultrasound,means [107] pocus,users [107] patterns,lung Top Word Pairs in Tweet in G3:
[10] maibached,revkin [10] elsevierconnect,sagepublishers [9] same,question [9] posed,academic [9] journal,publishers [9] publications,climate [9] revkin,same [9] publishers,research [9] climate,change [9] question,posed Top Word Pairs in Tweet in G4:
[25] book,launch [20] please,come [14] drjanetlord,sagepublishers [13] blackwellsmcr,sagepublishers [12] sageeducation,sagepublishers [11] come,glass [11] 30pm,sagepublishers [11] 22,april [11] launch,blackwellsmcr [11] friday,22 Top Word Pairs in Tweet in G5:
[7] sagepubindia,sagepublishing [7] whosearo,unicef [7] sagepublishing,sagepublishers [7] unicef,bmgfindia [7] sagepubindia,sagepublishers [7] bmgfindia,gavi [7] sagepublishers,whosearo [6] special,issue [5] #indiasvaccinegrowthstory,sagepubindia [4] mobile,journalism Top Word Pairs in Tweet in G6:
[43] introduction,play [38] very,excited [29] range,experts [29] textbook,introduction [29] launch,textbook [29] play,thank [29] thank,amazing [29] excited,launch [29] amazing,range [28] experts,aut Top Word Pairs in Tweet in G7:
[10] fibroidinfo,yorklawlondon [10] keithppereira,fibroidsuk [10] thealeyirad,keithppereira [10] yorklawlondon,thealeyirad [10] fibroidsuk,sirspecialists [8] fibroidnetwork,fibroidinfo [4] fibroidforumuk,lakehealthwell [4] sirspecialists,womenirads [4] kopikido,pcori [4] nihrevidence,endorescenter Top Word Pairs in Tweet in G8:
[4] drlauraway,nedcf [4] jamespattison79,drlauraway [4] smart,methods [4] socresonline,profatarrant [3] smart,technologies [3] learning,sciences [3] beyond,text [3] advance,smart [3] methods,advance [3] interdisciplinary,methods Top Word Pairs in Tweet in G9:
[15] public,health [14] sexhealthunigre,grelibraryit [14] sagepublishers,sexhealthunigre [14] grelibraryit,greeduhealth [14] sageeducation,sagepublishers [13] amandahollanda4,sageeducation [12] fundamentals,public [9] uog_pghealth,cleaver_p [9] honoured,#sexualhealth [9] amandahollanda4,fundamentals Top Word Pairs in Tweet in G10:
[9] program,linkedin [9] copyrightclear,miss [9] latest,town [9] linkedin,live [9] town,hall [9] hall,program [9] go,live [9] 36,hours [9] hours,ahead [9] live,latest Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: