The graph represents a network of 1,809 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 3/14/2023 5:00:36 PM. The network was obtained from Twitter on Wednesday, 15 March 2023 at 05:00 UTC.
The tweets in the network were tweeted over the 2432-day, 0-hour, 44-minute period from Monday, 11 July 2016 at 12:30 UTC to Thursday, 09 March 2023 at 13:14 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 : 1809
Unique Edges : 1760
Edges With Duplicates : 12447
Total Edges : 14207
Number of Edge Types : 9
Retweet : 3227
MentionsInRetweet : 6308
Quote : 156
Tweet : 709
Mentions : 3068
MentionsInReplyTo : 340
Replies to : 214
MentionsInQuote : 184
MentionsInQuoteReply : 1
Self-Loops : 1290
Reciprocated Vertex Pair Ratio : 0.0973111395646607
Reciprocated Edge Ratio : 0.177362893815636
Connected Components : 47
Single-Vertex Connected Components : 33
Maximum Vertices in a Connected Component : 1748
Maximum Edges in a Connected Component : 14119
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.123448
Graph Density : 0.00131012831613809
Modularity : 0.200524
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,809 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 3/14/2023 5:00:36 PM. The network was obtained from Twitter on Wednesday, 15 March 2023 at 05:00 UTC.
The tweets in the network were tweeted over the 2432-day, 0-hour, 44-minute period from Monday, 11 July 2016 at 12:30 UTC to Thursday, 09 March 2023 at 13:14 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:
[1456] social,media [613] media,research [518] research,community [485] news,social [484] community,twitter [483] end,very [483] 'll,charging [483] very,sad [483] sad,news [483] twitter,'ll Top Word Pairs in Tweet in G1:
[484] social,media [474] research,community [465] media,research [464] community,twitter [464] truely,end [464] twitter,'ll [464] 'll,charging [464] sad,news [464] very,sad [464] end,very Top Word Pairs in Tweet in G2:
[618] social,media [136] #smsociety,2020 [120] media,society [104] socmediaconf,#smsociety [95] international,conference [94] #smsociety,conference [90] looking,forward [89] conference,social [84] diverse,voices [74] valerie,steeves Top Word Pairs in Tweet in G3:
[400] #smsociety,nodexl [372] nodexl,socmediaconf [219] social,media [183] top,hashtags [177] hashtags,#smsociety [158] socmediaconf,smlabto [153] docassar,#smsociety [108] #metoo,#newpaper [99] #socialmedia,#metoo [98] #featuredpanel,#socialmedia Top Word Pairs in Tweet in G4:
[52] social,media [31] #smsociety,paper [19] excited,present [18] research,community [17] 33k,indian [16] youtube,presentation [16] indian,4k [16] dataset,33k [16] 4k,politicians [16] present,dataset Top Word Pairs in Tweet in G5:
[49] #metoo,daily [49] #metoo,#smsociety [49] latest,#metoo [48] daily,thanks [2] themagawatch,#metoo [2] thanks,meganfoxwriter Top Word Pairs in Tweet in G6:
[18] #smsociety,conference [13] eddyfhurc,_stephenh [13] _stephenh,jane_txy [11] presented,#smsociety [11] started,online [11] paper,snurb_dot_info [11] conference,started [11] qutdmrc,colleague [11] #smsociety,2020 [11] format,qutdmrc 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:
[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 G9:
[3] smlabto,help [2] socmediaconf,smlabto [2] help,#smsociety [2] connected,socmediaconf [2] know,anyone [2] anyone,connected Top Word Pairs in Tweet in G10:
[11] time,won [11] present,work [11] visa,processing [11] months,visa [11] canada,present [11] travel,canada [11] processing,time [11] visa,denial [11] work,socmediaconf [11] denial,months 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 G9:
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: