The graph represents a network of 994 Twitter users whose tweets in the requested range contained "#TwitterSmarter", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 05 October 2022 at 16:52 UTC.
The requested start date was Wednesday, 05 October 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 53-day, 21-hour, 3-minute period from Thursday, 11 August 2022 at 20:50 UTC to Tuesday, 04 October 2022 at 17:53 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 994
Unique Edges : 1442
Edges With Duplicates : 14710
Total Edges : 16152
Number of Edge Types : 5
Retweet : 3178
MentionsInRetweet : 5136
Mentions : 4121
Tweet : 1241
Replies to : 2476
Self-Loops : 1292
Reciprocated Vertex Pair Ratio : 0.157959687371452
Reciprocated Edge Ratio : 0.272824156305506
Connected Components : 117
Single-Vertex Connected Components : 91
Maximum Vertices in a Connected Component : 826
Maximum Edges in a Connected Component : 15709
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.789922
Graph Density : 0.00285195564119865
Modularity : 0.103062
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 994 Twitter users whose tweets in the requested range contained "#TwitterSmarter", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 05 October 2022 at 16:52 UTC.
The requested start date was Wednesday, 05 October 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 53-day, 21-hour, 3-minute period from Thursday, 11 August 2022 at 20:50 UTC to Tuesday, 04 October 2022 at 17:53 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #TwitterSmarter
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:
[811] #twittersmarter,chat [460] madalynsklar,#twittersmarter [376] social,media [227] madalynsklar,a2 [211] madalynsklar,a1 [195] debcomanwriting,madalynsklar [190] madalynsklar,a3 [184] madalynsklar,a5 [178] inkandcopy,madalynsklar [160] madalynsklar,a6 Top Word Pairs in Tweet in G1:
[397] #twittersmarter,chat [145] social,media [104] madalynsklar,#twittersmarter [59] lanceaschart,madalynsklar [55] madalynsklar,a2 [50] madalynsklar,a3 [46] twitter,chat [46] #twittersmarter,hashtag [46] word,mouth [46] madalynsklar,a1 Top Word Pairs in Tweet in G2:
[216] #twittersmarter,chat [161] madalynsklar,#twittersmarter [133] social,media [120] albermoire,darcydeleon [112] madalynsklar,a1 [107] madalynsklar,a2 [98] sabrinacadini,albermoire [93] madalynsklar,a3 [87] debcomanwriting,madalynsklar [86] fuhsionmktg,s_narmadhaa Top Word Pairs in Tweet in G3:
[173] madalynsklar,#twittersmarter [132] #twittersmarter,chat [90] social,media [88] debcomanwriting,madalynsklar [66] blondepreneur,madalynsklar [65] #twittersmarter,featuring [63] inkandcopy,madalynsklar [62] madalynsklar,a2 [56] social,trust [54] madalynsklar,a5 Top Word Pairs in Tweet in G4:
[96] feature,alert [57] #twittersmarter,chat [44] twitter,feature [43] joselinmane,twitterspaces [42] joselinmane,twitter [41] #twittertips,#twittersmarter [40] twitterspaces,feature [37] twitter,ios [27] test,group [25] slowly,rolling Top Word Pairs in Tweet in G5:
[58] live,live [29] watch,game [29] game,live [29] live,tweet [29] tweet,anderlecht [29] anderlecht,vs [29] vs,gent [29] gent,live [29] live,#anderlecht [29] #anderlecht,#gent Top Word Pairs in Tweet in G6:
[2] sree,digimentors [2] digimentors,harpercollins [2] harpercollins,connieschultz [2] connieschultz,washingtonpost [2] washingtonpost,bookworld [2] bookworld,alixstrauss [2] alixstrauss,jaredsoares [2] jaredsoares,biannagolodryga Top Word Pairs in Tweet in G7:
[6] wanted,talk [6] talk,women's [6] women's,voices [6] voices,social [6] social,audio [6] audio,tend [6] tend,interrupt [6] interrupt,speak [6] speak,much [5] rosehorowitz31,wanted Top Word Pairs in Tweet in G8:
[3] #seochat,nodexl [3] nodexl,mordyoberstein [3] mordyoberstein,this0499154500 [3] this0499154500,darth_na [3] darth_na,nicolecponce [3] nicolecponce,briandordevic [3] briandordevic,liamquinnseo [3] top,hashtags [3] hashtags,#seochat [2] #seochat,#seo Top Word Pairs in Tweet in G9:
[83] hey,one [83] dm,more [83] more,info [83] #twitch,#art [83] #art,#overlay [83] #overlay,#graphic [83] #graphic,#designer [81] logo,dm [79] one,gaming [79] gaming,logo Top Word Pairs in Tweet in G10:
[8] twitter,land [8] land,opportunity [8] opportunity,know [8] know,use [8] use,ve [8] ve,insight [8] insight,need [8] need,find [8] find,freelance [7] contra,twitter Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: