The graph represents a network of 5,694 Twitter users whose recent tweets contained "socialmediaweek OR #SMW22", 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 12/29/2022 5:00:32 PM. The network was obtained from Twitter on Friday, 30 December 2022 at 19:54 UTC.
The tweets in the network were tweeted over the 3672-day, 17-hour, 59-minute period from Saturday, 08 December 2012 at 23:15 UTC to Thursday, 29 December 2022 at 17:14 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 : 5694
Unique Edges : 13893
Edges With Duplicates : 36826
Total Edges : 50719
Number of Edge Types : 9
Tweet : 595
Retweet : 1433
MentionsInRetweet : 8228
Replies to : 2664
MentionsInReplyTo : 34899
Quote : 74
MentionsInQuote : 438
Mentions : 2317
MentionsInQuoteReply : 71
Self-Loops : 1377
Reciprocated Vertex Pair Ratio : 0.0297279299847793
Reciprocated Edge Ratio : 0.0577393875005774
Connected Components : 270
Single-Vertex Connected Components : 143
Maximum Vertices in a Connected Component : 5083
Maximum Edges in a Connected Component : 49487
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.435377
Graph Density : 0.000667850405211115
Modularity : 0.275743
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,694 Twitter users whose recent tweets contained "socialmediaweek OR #SMW22", 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 12/29/2022 5:00:32 PM. The network was obtained from Twitter on Friday, 30 December 2022 at 19:54 UTC.
The tweets in the network were tweeted over the 3672-day, 17-hour, 59-minute period from Saturday, 08 December 2012 at 23:15 UTC to Thursday, 29 December 2022 at 17:14 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 : socialmediaweek OR #SMW22
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:
[1554] socialmedia2day,smexaminer [1540] smexaminer,socialmediaweek [1491] moglix,socialmedia2day [1248] socialmediaweek,governmentsm [911] #moglix,#moglixhaina [809] socialmedia2day,socialmediaweek [766] marketingprofs,madomarketing [640] madomarketing,gangschbang [626] twittermktgin,twittermktg [568] #moglixhaina,moglix Top Word Pairs in Tweet in G1:
[1199] socialmedia2day,smexaminer [1198] smexaminer,socialmediaweek [1129] moglix,socialmedia2day [963] socialmediaweek,governmentsm [798] #moglix,#moglixhaina [612] marketingprofs,madomarketing [509] madomarketing,gangschbang [487] #moglixhaina,moglix [483] twittermktgin,twittermktg [399] governmentsm,sdissect Top Word Pairs in Tweet in G2:
[207] socialmedia2day,socialmediaweek [183] moglix,socialmedia2day [175] socialmedia2day,smexaminer [166] social,media [160] smexaminer,socialmediaweek [152] adweek,socialmediaweek [146] socialmediaweek,governmentsm [80] governmentsm,sdissect [78] twittermktgin,twittermktg [78] marketingprofs,madomarketing Top Word Pairs in Tweet in G3:
[148] socialmedia2day,socialmediaweek [106] nvramanna,dychandrachud [69] cpmgbihar,pmgmuzaffarpur [67] pmoindia,court_india [66] indiapostoffice,hmoindia [63] cmbiharoffice,biharpolicehq [59] nicktrebla,truthsearch1957 [59] dm_vaishali,spvaishali [56] ashwinivaishnaw,cpmgbihar [56] india_nhrc,narendramodi Top Word Pairs in Tweet in G4:
[61] socialmedia2day,socialmediaweek [61] த,த [40] moglix,socialmedia2day [37] socialmediaweek,socialmedia2day [36] vibetickets,helpmevibe [36] socialmedia2day,vibetickets [36] smmguide,socialmediaweek [36] helpmevibepay,smmguide [33] vibepay,helpmevibepay [32] smexaminer,socialmediaweek Top Word Pairs in Tweet in G5:
[58] social,media [34] media,week [19] traffic,tiktok [19] tiktok,2021 [19] 2021,#tiktok [19] #marketing,#business [19] drive,traffic [19] #tiktok,#marketing [19] brands,manage [18] facebook,helping Top Word Pairs in Tweet in G6:
[47] smexaminer,socialmediaweek [47] socialmedia2day,smexaminer [41] moglix,socialmedia2day [35] #moglix,#moglixhaina [33] socialmediaweek,governmentsm [24] #moglixhaina,moglix [22] madomarketing,gangschbang [20] twittermktgin,twittermktg [19] marketingprofs,madomarketing [17] socialmediaweek,sdissect Top Word Pairs in Tweet in G7:
[18] socialmedia2day,socialmediaweek [14] socialmediaweek,buffer [14] businessinsider,business [14] sophiabush,buffalobills [14] buffer,businessinsider [14] business,sophiabush [14] socialbearing,socialmedia2day [8] rahkimsabree,socialbearing [7] iownjd,socialbearing [7] iownjd,rahkimsabree Top Word Pairs in Tweet in G8:
[3] oregon,trail [3] steveschmidtses,timryan [2] biden,job [2] noliewithbtc,mallorymcmorrow [2] trail,generation [2] sienaresearch,nytimes [2] haven't,lost [2] timryan,jdvance1 [2] constitutional,right [2] job,approval Top Word Pairs in Tweet in G9:
[2] mattwallace888,elonmusk Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: