The graph represents a network of 4,038 Twitter users whose recent tweets contained "SocialMediaOrg", 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 12/30/2022 5:00:35 PM. The network was obtained from Twitter on Saturday, 31 December 2022 at 21:52 UTC.
The tweets in the network were tweeted over the 2684-day, 2-hour, 29-minute period from Tuesday, 25 August 2015 at 18:11 UTC to Friday, 30 December 2022 at 20:40 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 : 4038
Unique Edges : 5950
Edges With Duplicates : 10718
Total Edges : 16668
Number of Edge Types : 8
Replies to : 942
MentionsInReplyTo : 3818
Mentions : 5063
Retweet : 1493
MentionsInRetweet : 3589
Tweet : 664
MentionsInQuote : 748
Quote : 351
Self-Loops : 1128
Reciprocated Vertex Pair Ratio : 0.0705200856315326
Reciprocated Edge Ratio : 0.131749205975768
Connected Components : 36
Single-Vertex Connected Components : 28
Maximum Vertices in a Connected Component : 3986
Maximum Edges in a Connected Component : 16512
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.101158
Graph Density : 0.000521488759926598
Modularity : 0.351239
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,038 Twitter users whose recent tweets contained "SocialMediaOrg", 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 12/30/2022 5:00:35 PM. The network was obtained from Twitter on Saturday, 31 December 2022 at 21:52 UTC.
The tweets in the network were tweeted over the 2684-day, 2-hour, 29-minute period from Tuesday, 25 August 2015 at 18:11 UTC to Friday, 30 December 2022 at 20:40 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 : SocialMediaOrg
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:
[909] social,media [344] member,meeting [170] #socialmediaorg,member [160] thanks,socialmediaorg [158] looking,forward [111] #socialmediaorg,members [90] media,leaders [82] summer,member [79] more,socialmediaorg [71] socialmediaorg,#socialmediaorg Top Word Pairs in Tweet in G1:
[408] social,media [192] member,meeting [105] #socialmediaorg,member [83] #socialmediaorg,members [74] looking,forward [64] media,leaders [52] thanks,socialmediaorg [44] summer,member [39] big,brands [31] #socialmediaorg,summer Top Word Pairs in Tweet in G2:
[103] social,media [49] socialmediaclub,socialmediaorg [41] socialmedia2day,socialmedia411 [35] socialmedia2day,socialmediaorg [35] socialmediaweek,socialmediaclub [23] socialmedia411,socialmediaweek [22] socialmediaweek,socialmediaorg [21] socialmediaorg,socialnws [20] socialmediaorg,#smm [19] socialmediaorg,socialmedia2day Top Word Pairs in Tweet in G3:
[249] social,media [112] member,meeting [69] looking,forward [57] #socialmediaorg,member [38] socialmediaorg,#socialmediaorg [33] #socialmedia,#socialmarketing [32] thanks,socialmediaorg [31] #socialmarketing,#marketing [28] #socialmediaorg,members [28] forward,seeing Top Word Pairs in Tweet in G4:
[21] social,media [12] company,fraud [12] cheating,time [12] time,time [12] time,many [12] many,customer [12] customer,tak [12] strict,action [12] tak,strict [12] lenskart,company Top Word Pairs in Tweet in G5:
[59] paulmartinjr4,houstongoodboy [51] socialmediaorg,twittervideo [50] houstongoodboy,socialmediaorg [15] eliminate,confusion [13] senatedems,housedemocrats [12] meetthepress,cnnbrk [12] davidmuir,cbsnews [12] nytimes,washingtonpost [12] thedemocrats,senatedems [12] johnpavlovitz,presssec Top Word Pairs in Tweet in G6:
[14] taxalliance_ug,taxjusticeafric [14] taxjusticeafric,ictdtax [14] ictdtax,taxpolicycenter [14] social,media [9] taxpolicycenter,actionaiduganda [9] actionaiduganda,women4taxjustug [8] donaldtchidoori,taxalliance_ug [7] activistaaaukap,donaldtchidoori [7] women4taxjustug,taxadvi [6] taxes,social Top Word Pairs in Tweet in G7:
[7] social,media [5] smorghealth,socialmediaorg [3] elevating,smorghealth [3] mini,lego [3] fig,include [3] unclelego,elevating [3] again,mini [3] shout,unclelego [3] smorghealth,maria [3] maria,mini Top Word Pairs in Tweet in G8:
[15] tsrtchq,tsrtcmdoffice [15] ctmmnctsrtc,ctmtsrtc [13] govardhan_mla,puvvada_ajay [12] rmrangareddy,dvmvkbtsrtc [11] ctmtsrtc,jasthisreelatha [10] dvmvkbtsrtc,dmprgtsrtc [8] న,క [8] jasthisreelatha,rmrangareddy [8] ajashussain3,tsrtchq [7] tsrtcmdoffice,govardhan_mla Top Word Pairs in Tweet in G9:
[42] latest,social [42] social,smith [38] smith,thanks [26] thanks,socialmediaorg [15] socialmediaorg,perrier [13] shawzyy,socialmediaorg [8] socialmediaorg,#millennial [5] thought,businesses [5] #pr,food [5] businesses,supposed Top Word Pairs in Tweet in G10:
[8] compiler,unknown [8] unknown,socialmediaorg [8] truth,fact [8] fact,experiment [8] socialmediaorg,blocks [8] whatsapp,compiler [8] blocks,truth [7] drleorebello,whatsapp [7] experiment,billgat [2] #socialmedia,#tech Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G3:
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Top Replied-To in G8:
Top Replied-To in G9:
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:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
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Top Tweeters in G5:
Top Tweeters in G6:
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Top Tweeters in G9:
Top Tweeters in G10: