The graph represents a network of 1,803 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 3/7/2023 5:00:33 PM. The network was obtained from Twitter on Wednesday, 08 March 2023 at 06:01 UTC.
The tweets in the network were tweeted over the 2404-day, 18-hour, 16-minute period from Monday, 11 July 2016 at 12:30 UTC to Friday, 10 February 2023 at 06:46 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 : 1803
Unique Edges : 1758
Edges With Duplicates : 12441
Total Edges : 14199
Number of Edge Types : 9
Retweet : 3227
MentionsInRetweet : 6309
Quote : 156
Tweet : 710
Mentions : 3058
MentionsInReplyTo : 340
Replies to : 214
MentionsInQuote : 184
MentionsInQuoteReply : 1
Self-Loops : 1290
Reciprocated Vertex Pair Ratio : 0.0971296770886725
Reciprocated Edge Ratio : 0.177061434244335
Connected Components : 47
Single-Vertex Connected Components : 33
Maximum Vertices in a Connected Component : 1742
Maximum Edges in a Connected Component : 14111
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.118864
Graph Density : 0.00131763376244919
Modularity : 0.194506
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,803 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 3/7/2023 5:00:33 PM. The network was obtained from Twitter on Wednesday, 08 March 2023 at 06:01 UTC.
The tweets in the network were tweeted over the 2404-day, 18-hour, 16-minute period from Monday, 11 July 2016 at 12:30 UTC to Friday, 10 February 2023 at 06:46 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:
[1450] social,media [612] media,research [517] research,community [484] news,social [483] community,twitter [482] end,very [482] 'll,charging [482] very,sad [482] sad,news [482] twitter,'ll Top Word Pairs in Tweet in G1:
[483] social,media [473] research,community [464] media,research [463] community,twitter [463] truely,end [463] twitter,'ll [463] 'll,charging [463] sad,news [463] very,sad [463] end,very Top Word Pairs in Tweet in G2:
[339] social,media [118] #smsociety,2020 [109] media,society [95] international,conference [91] conference,social [78] socmediaconf,#smsociety [74] diverse,voices [67] promises,perils [66] voices,promises [64] #smsociety,conference Top Word Pairs in Tweet in G3:
[403] social,media [60] valerie,steeves [57] #smsociety,2020 [54] #smsociety,conference [43] looking,forward [43] content,moderation [42] media,society [42] steeves,#smsociety [37] socmediaconf,#smsociety [33] #smsociety,#featuredpanel Top Word Pairs in Tweet in G4:
[394] #smsociety,nodexl [368] nodexl,socmediaconf [183] top,hashtags [177] hashtags,#smsociety [158] socmediaconf,smlabto [153] docassar,#smsociety [108] #metoo,#newpaper [103] social,media [98] #featuredpanel,#socialmedia [98] #socialmedia,#metoo Top Word Pairs in Tweet in G5:
[49] #metoo,daily [49] #metoo,#smsociety [49] latest,#metoo [48] daily,thanks [2] thanks,meganfoxwriter [2] themagawatch,#metoo Top Word Pairs in Tweet in G6:
[56] social,media [17] network,analysis [15] #smsociety,conference [14] social,network [14] media,society [14] media,research [12] 10ª,conferencia [12] socmediaconf,arranca [12] 19,21julio [12] 21julio,workshop Top Word Pairs in Tweet in G7:
[15] #motardmafia,#supermoto_id [15] #husqvarna,#fj40 [15] #supermoto,#husqvarna [15] #motolovers,#motardmafia [15] #fj40,#landcruiser [15] #landcruiser,#motolovers [15] #supermoto_id,#smsociety [14] #smsociety,#supermotonation [14] #supermotonation,#supermotonation_id [11] #supermotonation_id,#motoloverz Top Word Pairs in Tweet in G8:
[19] excited,present [17] 33k,indian [16] community,youtube [16] present,dataset [16] indian,4k [16] youtube,presentation [16] politicians,research [16] research,community [16] 4k,politicians [16] dataset,33k Top Word Pairs in Tweet in G9:
[7] retractions,citations [7] science,retractions [7] media,coverage [7] science,misinformation [7] work,eleala [7] bad,science [7] eleala,science [7] important,work [7] citations,media [7] misinformation,bad 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 G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
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: