The graph represents a network of 385 Twitter users whose recent tweets contained "#SMSociety", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 22 July 2019 at 11:51 UTC.
The tweets in the network were tweeted over the 8-day, 20-hour, 5-minute period from Saturday, 13 July 2019 at 15:35 UTC to Monday, 22 July 2019 at 11:41 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 : 385
Unique Edges : 994
Edges With Duplicates : 1528
Total Edges : 2522
Self-Loops : 409
Reciprocated Vertex Pair Ratio : 0.111111111111111
Reciprocated Edge Ratio : 0.2
Connected Components : 12
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 368
Maximum Edges in a Connected Component : 2500
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.965725
Graph Density : 0.00859036796536797
Modularity : 0.253932
NodeXL Version : 1.0.1.417
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[303] social,media [98] valerie,steeves [57] looking,forward [48] steeves,#smsociety [38] content,moderation [38] young,people [36] check,out [36] don,t [33] livestream,july [33] 9am,et Top Word Pairs in Tweet in G1:
[122] social,media [50] valerie,steeves [30] steeves,#smsociety [22] #smsociety,teens [21] looking,forward [20] content,moderation [17] don,t [16] tarletong,valerie [16] #smsociety,conference [16] young,people Top Word Pairs in Tweet in G2:
[52] social,media [29] nodexl,socmediaconf [23] network,analysis [23] #smsociety,nodexl [20] valerie,steeves [14] looking,forward [14] panoptika,smlabto [14] steeves,#smsociety [13] analysis,nodexl [12] socmediaconf,tarletong Top Word Pairs in Tweet in G3:
[14] social,media [13] #smsociety,socmediaconf [12] livestream,july [12] 9am,et [11] out,#smsociety [10] make,out [10] tune,keynote [10] keynote,livestream [10] july,21 [10] 21,9am Top Word Pairs in Tweet in G4:
[20] social,media [12] #smsociety,keynote [12] chicago,2020 [9] big,announcement [9] announcement,#smsociety [9] #smsociety,chicago [9] 2020,depaulu [9] depaulu,paper [9] paper,deadline [9] deadline,jan Top Word Pairs in Tweet in G5:
[71] social,media [12] media,data [11] content,moderation [10] e,g [9] media,use [7] teens,social [7] don,t [6] didn,t [6] t,know [6] heavy,social Top Word Pairs in Tweet in G6:
[3] #smsociety,nodexl [3] full,report [3] report,top [3] top,users [3] users,socmediaconf [3] socmediaconf,phmai [3] phmai,smlabto [2] was3210,#smsociety [2] nodexl,view [2] view,full Top Word Pairs in Tweet in G7:
[11] young,people [10] social,media [8] day,1 [7] 1,reflections [6] valerie,steeves [6] steeves,young [5] reflections,many [5] many,useful [5] useful,data [5] data,analysis Top Word Pairs in Tweet in G8:
[10] social,media [4] happens,collect [4] collect,data [4] data,interactions [4] interactions,people [4] people,projectfossil [4] projectfossil,year [4] year,1 [4] 1,work [3] #smsociety,conf Top Word Pairs in Tweet in G9:
[2] social,media Top Word Pairs in Tweet in G10:
[2] wonderful,welcome [2] welcome,remarks [2] remarks,dean [2] dean,daphne [2] daphne,taras [2] taras,trsofmanagement [2] trsofmanagement,ryerson [2] ryerson,#smsociety [2] #smsociety,s [2] s,10 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:
Top Replied-To in G7:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
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 G5:
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Top Tweeters in G9:
Top Tweeters in G10: