The graph represents a network of 1,763 Twitter users whose recent tweets contained "#SMSociety", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/7/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 08 February 2023 at 06:15 UTC.
The tweets in the network were tweeted over the 2402-day, 2-hour, 5-minute period from Monday, 11 July 2016 at 12:30 UTC to Tuesday, 07 February 2023 at 14:35 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 1763
Unique Edges : 1710
Edges With Duplicates : 12448
Total Edges : 14158
Number of Edge Types : 8
Tweet : 692
Retweet : 3254
MentionsInRetweet : 6287
Replies to : 215
MentionsInReplyTo : 340
Quote : 157
Mentions : 3030
MentionsInQuote : 183
Self-Loops : 1265
Reciprocated Vertex Pair Ratio : 0.0983520795187026
Reciprocated Edge Ratio : 0.179090259585616
Connected Components : 40
Single-Vertex Connected Components : 28
Maximum Vertices in a Connected Component : 1711
Maximum Edges in a Connected Component : 14095
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.081134
Graph Density : 0.00135172285914977
Modularity : 0.196203
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,763 Twitter users whose recent tweets contained "#SMSociety", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/7/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 08 February 2023 at 06:15 UTC.
The tweets in the network were tweeted over the 2402-day, 2-hour, 5-minute period from Monday, 11 July 2016 at 12:30 UTC to Tuesday, 07 February 2023 at 14:35 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : #SMSociety
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:
[1425] social,media [598] media,research [517] research,community [481] news,social [479] community,twitter [478] end,very [478] 'll,charging [478] very,sad [478] sad,news [478] twitter,'ll Top Word Pairs in Tweet in G1:
[505] social,media [471] research,community [462] media,research [459] news,social [458] very,sad [458] end,very [458] charging,access [458] sad,news [458] truely,end [458] 'll,charging Top Word Pairs in Tweet in G2:
[572] social,media [141] #smsociety,2020 [114] media,society [106] socmediaconf,#smsociety [96] #smsociety,conference [94] international,conference [87] diverse,voices [86] conference,social [82] looking,forward [75] voices,promises Top Word Pairs in Tweet in G3:
[398] #smsociety,nodexl [370] nodexl,socmediaconf [196] social,media [182] top,hashtags [177] hashtags,#smsociety [158] socmediaconf,smlabto [153] docassar,#smsociety [108] #metoo,#newpaper [98] #featuredpanel,#socialmedia [98] #socialmedia,#metoo Top Word Pairs in Tweet in G4:
[49] #metoo,daily [49] #metoo,#smsociety [49] latest,#metoo [48] daily,thanks [2] thanks,meganfoxwriter [2] themagawatch,#metoo Top Word Pairs in Tweet in G5:
[47] social,media [30] postdoctoral,researcher [30] hiring,postdoctoral [30] dis,mis [30] information,campaigns [30] study,dis [30] mis,information [26] campaigns,scale [25] researcher,study [23] scale,#distributedcomp Top Word Pairs in Tweet in G6:
[47] social,media [16] network,analysis [15] #smsociety,conference [14] social,network [12] 10ª,conferencia [12] internacional,#socialmedia [12] arranca,10ª [12] socmediaconf,arranca [12] #smsociety,socmediaconf [12] sociedad,19 Top Word Pairs in Tweet in G7:
[19] excited,present [17] 33k,indian [17] research,community [16] social,media [16] community,youtube [16] present,dataset [16] indian,4k [16] youtube,presentation [16] politicians,research [16] 4k,politicians Top Word Pairs in Tweet in G8:
[9] movement,#smsociety [9] social,media [9] #smsociety,talk [8] mcewanincomm,check [8] presentation,#metoo [8] #smsociety,wrote [8] hi,everyone [8] paper,presentation [8] #metoo,movement [8] everyone,paper Top Word Pairs in Tweet in G9:
[8] xlsx,#smsociety [5] 43,xlsx [5] 07,20_05 [5] #smsociety,conference [5] 20_05,27 [5] smsociety_2019,07 [5] 27,43 [3] 01,xlsx [3] #bikegeneration,#braap [3] #smsproject,#bikelife Top Word Pairs in Tweet in G10:
[3] smlabto,help [2] know,anyone [2] anyone,connected [2] help,#smsociety [2] connected,socmediaconf [2] socmediaconf,smlabto Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G10:
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:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: