The graph represents a network of 824 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, 30 November 2022 at 17:52 UTC.
The requested start date was Wednesday, 30 November 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 68-day, 6-hour, 17-minute period from Thursday, 22 September 2022 at 17:13 UTC to Tuesday, 29 November 2022 at 23:30 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 : 824
Unique Edges : 1265
Edges With Duplicates : 14676
Total Edges : 15941
Number of Edge Types : 5
Mentions : 4160
MentionsInRetweet : 4833
Retweet : 3084
Replies to : 2648
Tweet : 1216
Self-Loops : 1266
Reciprocated Vertex Pair Ratio : 0.157989228007181
Reciprocated Edge Ratio : 0.272868217054264
Connected Components : 78
Single-Vertex Connected Components : 55
Maximum Vertices in a Connected Component : 690
Maximum Edges in a Connected Component : 15748
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.713881
Graph Density : 0.00380445681794052
Modularity : 0.103381
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 824 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, 30 November 2022 at 17:52 UTC.
The requested start date was Wednesday, 30 November 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 68-day, 6-hour, 17-minute period from Thursday, 22 September 2022 at 17:13 UTC to Tuesday, 29 November 2022 at 23:30 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:
[733] #twittersmarter,chat [400] social,media [257] madalynsklar,a1 [229] albermoire,darcydeleon [217] madalynsklar,a3 [210] madalynsklar,a2 [206] madalynsklar,#twittersmarter [190] madalynsklar,a4 [178] fuhsionmktg,s_narmadhaa [175] madalynsklar,a5 Top Word Pairs in Tweet in G1:
[387] #twittersmarter,chat [163] social,media [69] twitter,profile [69] madalynsklar,a1 [64] saturday,share [63] madalynsklar,a2 [62] madalynsklar,a3 [56] madalynsklar,a4 [55] share,twitter [55] dharilo,georgesilverman Top Word Pairs in Tweet in G2:
[307] #twittersmarter,chat [219] social,media [197] albermoire,darcydeleon [181] madalynsklar,a1 [154] fuhsionmktg,s_narmadhaa [148] madalynsklar,a3 [148] madalynsklar,#twittersmarter [146] sabrinacadini,albermoire [139] madalynsklar,a2 [126] madalynsklar,a4 Top Word Pairs in Tweet in G3:
[84] feature,alert [41] joselinmane,twitter [40] twitterspaces,feature [31] twitter,feature [29] #twittertips,#twittersmarter [24] twitter,ios [22] joselinmane,twitterspaces [19] #twittersmarter,chat [18] latest,version [18] #twitterspaces,twitterspaces Top Word Pairs in Tweet in G4:
[14] gt,gt [8] #newpost,#diklat [8] #twitchemotes,#twitchemoteartist [8] #animate,#twitchstreamers [8] gt,#newpost [8] #twitchstreamers,#twitchemotes [8] #twittersmarter,#training [8] #google,#twittersmarter [8] #bimtek,#blogger [8] #twitch,#art Top Word Pairs in Tweet in G5:
[5] #personalbranding,whether [5] article,#personalbranding [5] blog,inspiration [5] whether,blog [5] dougcohen10's,awesome [5] awesome,article [4] inspiration,madalyns [4] m10social,dougcohen10's [3] madalynsklar,elonmusk [3] think,elonmusk Top Word Pairs in Tweet in G6:
[16] #twittersmarter,chat [13] human,twitter [11] joanarssousa,madalynsklar [7] being,human [6] social,media [6] madalynsklar,#twittersmarter [6] human,side [5] madalynsklar,a5 [5] madalynsklar,a3 [5] chat,spaces Top Word Pairs in Tweet in G7:
[4] #seochat,nodexl [3] nodexl,mordyoberstein [2] darth_na,nicolecponce [2] #seochat,#freelancechat [2] top,hashtags [2] mordyoberstein,sweepsify_ [2] hashtags,#seochat [2] darth_na,this0499154500 [2] sweepsify_,nicolecponce [2] #freelancechat,#twittersmarter Top Word Pairs in Tweet in G8:
[9] canva,teameasil [9] camtasia,wave_video [7] latelyai,camtasia [7] wave_video,use [7] repurposing,latelyai [7] teameasil,adob [7] a8,great [7] use,canva [7] tools,repurposing [7] fuhsionmktg,a8 Top Word Pairs in Tweet in G10:
[3] gratitude,respecting [3] share,valuable [3] audience,share [3] respecting,appreciating [3] information,support [3] show,gratitude [3] support,amplify [3] appreciating,audience [3] a3,show [3] valuable,information 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:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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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 G10: