The graph represents a network of 1,363 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, 23 September 2020 at 16:45 UTC.
The requested start date was Wednesday, 23 September 2020 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 33-day, 4-hour, 41-minute period from Thursday, 20 August 2020 at 17:38 UTC to Tuesday, 22 September 2020 at 22:19 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 : 1363
Unique Edges : 2012
Edges With Duplicates : 14078
Total Edges : 16090
Number of Edge Types : 5
Replies to : 2775
Retweet : 3049
MentionsInRetweet : 4738
Mentions : 4290
Tweet : 1238
Self-Loops : 1268
Reciprocated Vertex Pair Ratio : 0.180940892641737
Reciprocated Edge Ratio : 0.306435137895812
Connected Components : 196
Single-Vertex Connected Components : 128
Maximum Vertices in a Connected Component : 891
Maximum Edges in a Connected Component : 14949
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.678568
Graph Density : 0.0021094523504018
Modularity : 0.1531
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 1,363 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, 23 September 2020 at 16:45 UTC.
The requested start date was Wednesday, 23 September 2020 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 33-day, 4-hour, 41-minute period from Thursday, 20 August 2020 at 17:38 UTC to Tuesday, 22 September 2020 at 22:19 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:
[483] #twittersmarter,chat [232] madalynsklar,#twittersmarter [223] social,media [200] madalynsklar,a5 [193] madalynsklar,a3 [182] audience,intelligence [176] madalynsklar,a4 [174] growthsuite,madalynsklar [168] content,strategy [167] madalynsklar,a6 Top Word Pairs in Tweet in G1:
[207] #twittersmarter,chat [90] #twittersmarter,podcast [64] social,media [63] madalynsklar,#twittersmarter [61] twitter,chats [53] madalynsklar,a5 [52] twitter,chat [48] madalynsklar,a6 [47] twitter,#twittersmarter [47] animated,videos Top Word Pairs in Tweet in G2:
[256] #twittersmarter,chat [163] madalynsklar,#twittersmarter [142] madalynsklar,a3 [135] growthsuite,madalynsklar [133] madalynsklar,a5 [122] content,strategy [118] social,media [118] madalynsklar,a1 [115] madalynsklar,a4 [115] fuhsionmktg,s_narmadhaa Top Word Pairs in Tweet in G3:
[85] #marketing,#twittersmarter [78] #twittersmarter,featuring [53] madalynsklar,dd_invest [32] nickathootsuite,hootsuite [21] hootsuite,madalynsklar [21] black,people [13] social,media [9] carlarjenkins,madalynsklar [8] poor,black [7] audience,intelligence Top Word Pairs in Tweet in G4:
[10] daily,conversation [10] conversation,report [10] report,ready [10] ready,#twittersmarter [6] social,media [6] #twittersmarter,sep [4] #twittersmarter,aug [3] ल,क [3] त,ज [3] #twitch,#twittersmarter Top Word Pairs in Tweet in G5:
[8] curt_stevenson,debraruh [8] debraruh,error [8] error,tweeting [8] tweeting,edit [8] edit,#twitter [8] #twitter,#twittersmarter [7] marinegofficial,curt_stevenson [7] #twittersmarter,laurentb [2] threatened,total [2] total,extinction Top Word Pairs in Tweet in G6:
[109] hazloe3,thextraordinari [83] thextraordinari,hazloe3 [74] thextraordinari,end [74] end,day [74] day,company [74] company,made [74] made,people [74] people,steven [74] steven,bowen [40] bowen,#thextraordinarionly Top Word Pairs in Tweet in G7:
[11] social,listening [10] audience,intelligence [8] #twittersmarter,chat [4] content,ideas [4] target,audience [4] kofigramm,madalynsklar [3] a4,social [3] learn,more [3] socialjignesh,animated [3] animated,video Top Word Pairs in Tweet in G8:
[15] #academictwitter,#academicchatter [10] #academicchatter,#sciencetwitter [6] #sciencetwitter,#sciencecommunication [5] #sciencecommunication,#scicomm [4] exciting,news [4] news,labhopping [4] labhopping,beautiful [4] beautiful,book [4] book,indian [4] indian,women Top Word Pairs in Tweet in G9:
[11] social,listening [11] audience,intelligence [7] madalynsklar,a6 [7] madalynsklar,a4 [7] madalynsklar,a7 [6] madalynsklar,a8 [6] madalynsklar,a5 [6] madalynsklar,a3 [5] madalynsklar,a1 [4] madalynsklar,a2 Top Word Pairs in Tweet in G10:
[5] road,100 [5] 100,followers [5] followers,twitch [5] twitch,support [5] support,return [5] return,#twittersmarter [5] #twittersmarter,#twitch [4] sparky_twist,road [4] #twitch,#twitchstreame [2] lets,litty 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: