The graph represents a network of 1,164 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, 13 January 2021 at 17:46 UTC.
The requested start date was Wednesday, 13 January 2021 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 40-day, 3-hour, 30-minute period from Thursday, 03 December 2020 at 18:45 UTC to Tuesday, 12 January 2021 at 22:15 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 : 1164
Unique Edges : 1925
Edges With Duplicates : 13772
Total Edges : 15697
Number of Edge Types : 5
Mentions : 4919
MentionsInRetweet : 3716
Retweet : 2572
Replies to : 3075
Tweet : 1415
Self-Loops : 1463
Reciprocated Vertex Pair Ratio : 0.203196347031963
Reciprocated Edge Ratio : 0.337760910815939
Connected Components : 134
Single-Vertex Connected Components : 93
Maximum Vertices in a Connected Component : 948
Maximum Edges in a Connected Component : 15376
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.645278
Graph Density : 0.00272505931750154
Modularity : 0.132184
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 1,164 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, 13 January 2021 at 17:46 UTC.
The requested start date was Wednesday, 13 January 2021 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 40-day, 3-hour, 30-minute period from Thursday, 03 December 2020 at 18:45 UTC to Tuesday, 12 January 2021 at 22:15 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:
[591] social,media [532] #twittersmarter,chat [215] madalynsklar,#twittersmarter [193] fuhsionmktg,s_narmadhaa [173] jzjakez,madalynsklar [170] madalynsklar,a2 [166] madalynsklar,a1 [147] madalynsklar,a5 [142] madalynsklar,a6 [136] madalynsklar,a4 Top Word Pairs in Tweet in G1:
[278] #twittersmarter,chat [254] social,media [95] #twittersmarter,podcast [75] madalynsklar,#twittersmarter [61] twitter,chat [58] twitter,#twittersmarter [55] twitter,chats [52] jzjakez,madalynsklar [47] each,week [47] madalynsklar,a2 Top Word Pairs in Tweet in G2:
[242] social,media [199] #twittersmarter,chat [174] fuhsionmktg,s_narmadhaa [117] madalynsklar,fuhsionmktg [115] darcydeleon,albermoire [113] jzjakez,madalynsklar [111] madalynsklar,#twittersmarter [111] madalynsklar,a1 [111] madalynsklar,a2 [102] sabrinacadini,albermoire Top Word Pairs in Tweet in G3:
[75] #twittersmarter,featuring [66] #marketing,#twittersmarter [26] atnickmartin,hootsuite [25] madalynsklar,dd_invest [23] hootsuite,madalynsklar [16] social,media [7] #diversity,#twittersmarter [6] personal,brand [6] featuring,findtroy [5] joining,#twittersmarter Top Word Pairs in Tweet in G4:
[46] #twittersmarter,chat [36] social,media [20] madalynsklar,#twittersmarter [17] twitter,chat [15] madalynsklar,twitter [12] madalynsklar,join [10] twitter,chats [10] happy,year [9] using,twitter [9] #twittersmarter,podcast Top Word Pairs in Tweet in G5:
[7] social,media [6] #socialmedia,#business [6] #business,#northkorean [6] #northkorean,#joehart [6] #joehart,#lockherup [6] #lockherup,#ivankaforprison [6] #ivankaforprison,#twittersmarter [6] #twittersmarter,#happybirthdayjin [6] #happybirthdayjin,#censorship [6] daily,conversation Top Word Pairs in Tweet in G6:
[9] nyjets,browns [8] jen,#twittersmarter [8] browns,joinclubhouse [5] madalynsklar,joinclubhouse [5] madalynsklar,#twittersmarter [5] madalynsklar,cgritmon [5] fuhsionmktg,nyjets [4] looking,forward [4] madalynsklar,a8 [4] jkatzaman,fuhsionmktg Top Word Pairs in Tweet in G7:
[2] #deleteyouraccount,#twittersmarter Top Word Pairs in Tweet in G9:
[2] twitter,chat Top Word Pairs in Tweet in G10:
[26] social,media [19] media,marketing [5] marketing,strategy [4] marketing,trends [3] tweet,chats [2] set,right [2] right,social [2] marketing,goals [2] goals,business [2] business,business 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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