The graph represents a network of 997 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, 22 June 2022 at 16:52 UTC.
The requested start date was Wednesday, 22 June 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 54-day, 1-hour, 11-minute period from Thursday, 28 April 2022 at 17:57 UTC to Tuesday, 21 June 2022 at 19:09 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 : 997
Unique Edges : 1571
Edges With Duplicates : 14550
Total Edges : 16121
Number of Edge Types : 5
Retweet : 2980
MentionsInRetweet : 4773
Mentions : 4400
Tweet : 1186
Replies to : 2782
Self-Loops : 1227
Reciprocated Vertex Pair Ratio : 0.186510926902788
Reciprocated Edge Ratio : 0.314385519212448
Connected Components : 72
Single-Vertex Connected Components : 55
Maximum Vertices in a Connected Component : 882
Maximum Edges in a Connected Component : 15893
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.804809
Graph Density : 0.00317116006654502
Modularity : 0.117738
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 997 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, 22 June 2022 at 16:52 UTC.
The requested start date was Wednesday, 22 June 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 54-day, 1-hour, 11-minute period from Thursday, 28 April 2022 at 17:57 UTC to Tuesday, 21 June 2022 at 19:09 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:
[745] #twittersmarter,chat [406] social,media [317] live,tweeting [242] madalynsklar,#twittersmarter [209] madalynsklar,a1 [194] madalynsklar,a2 [190] fuhsionmktg,s_narmadhaa [175] imposter,syndrome [165] madalynsklar,a4 [164] madalynsklar,a3 Top Word Pairs in Tweet in G1:
[379] #twittersmarter,chat [160] social,media [101] live,tweeting [70] madalynsklar,a1 [65] madalynsklar,#twittersmarter [61] #twittersmarter,podcast [54] madalynsklar,a2 [53] imposter,syndrome [52] madalynsklar,a3 [51] twitter,chat Top Word Pairs in Tweet in G2:
[323] #twittersmarter,chat [218] social,media [203] live,tweeting [172] fuhsionmktg,s_narmadhaa [160] madalynsklar,#twittersmarter [134] madalynsklar,a1 [133] madalynsklar,a2 [123] madalynsklar,albermoire [116] sabrinacadini,albermoire [111] madalynsklar,a4 Top Word Pairs in Tweet in G3:
[103] feature,alert [98] joselinmane,twitterspaces [96] twitterspaces,feature [39] #twitterspacestips,#spacestips [34] thoughts,#twitterspacestips [33] #twittertips,#twittersmarter [26] coming,soon [26] #spacestips,#twittertips [24] small,test [24] test,group Top Word Pairs in Tweet in G4:
[53] #twittersmarter,featuring [37] #marketing,#twittersmarter [20] madalynsklar,tealfeed [18] #mondayblogs,#twittersmarter [15] social,media [14] madalynsklar,dd_invest [10] personal,brand [8] thanks,#twittersmarter [8] #twittersmarter,retweet [8] madalynsklar,hootsuite Top Word Pairs in Tweet in G5:
[22] dm,more [22] more,info [22] #twitch,#art [22] #art,#overlay [22] #overlay,#graphic [22] #graphic,#designer [22] #designer,#vtuberuprising [21] hey,one [20] info,#twitch [19] one,need Top Word Pairs in Tweet in G6:
[20] #twittersmarter,chat [14] gender,gap [13] thought,leader [12] gap,twitter [12] thought,leadership [9] rosehorowitz31,#twittersmarter [8] #twittersmarter,party [8] party,started [8] started,big [8] big,gender Top Word Pairs in Tweet in G7:
[6] top,hashtags [5] #seochat,nodexl [5] nodexl,mordyoberstein [5] mordyoberstein,this0499154500 [4] #hootchat,nodexl [4] hootsuite,zenyinger [4] this0499154500,gosquad22 [4] gosquad22,bill_slawski [4] bill_slawski,samtorresatl [3] hashtags,#seochat Top Word Pairs in Tweet in G8:
[12] dm,more [12] more,info [12] info,#twitch [12] #twitch,#art [12] #graphic,#designer [12] #designer,#vtuberuprising [12] #vtuberuprising,#twitchstreamers [11] hey,one [11] one,need [9] #art,#banners Top Word Pairs in Tweet in G9:
[15] here's,build [15] build,relationships [15] relationships,twitter [15] twitter,service [15] service,help [15] help,listen [15] listen,afraid [15] afraid,use [15] use,heart [14] smedianut,here's Top Word Pairs in Tweet in G10:
[8] imposter,syndrome [4] syndrome,#twittersmarter [3] linkedin,instagram [3] instagram,youtube [3] thought,leader [2] madalynsklar,linkedin [2] feel,donâ [2] youtube,#twittersmarter 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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