The graph represents a network of 3,937 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 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 21:54 UTC.
The tweets in the network were tweeted over the 2698-day, 2-hour, 6-minute period from Tuesday, 25 August 2015 at 18:11 UTC to Friday, 13 January 2023 at 20:17 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 : 3937
Unique Edges : 5566
Edges With Duplicates : 10362
Total Edges : 15928
Number of Edge Types : 8
Replies to : 919
MentionsInReplyTo : 3584
Mentions : 4801
Retweet : 1494
MentionsInRetweet : 3446
Tweet : 667
MentionsInQuote : 670
Quote : 347
Self-Loops : 1129
Reciprocated Vertex Pair Ratio : 0.0755782678859602
Reciprocated Edge Ratio : 0.140535133783446
Connected Components : 37
Single-Vertex Connected Components : 28
Maximum Vertices in a Connected Component : 3883
Maximum Edges in a Connected Component : 15771
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.092301
Graph Density : 0.000516132129825235
Modularity : 0.345101
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,937 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 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 21:54 UTC.
The tweets in the network were tweeted over the 2698-day, 2-hour, 6-minute period from Tuesday, 25 August 2015 at 18:11 UTC to Friday, 13 January 2023 at 20:17 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:
[901] social,media [342] member,meeting [170] #socialmediaorg,member [159] thanks,socialmediaorg [158] looking,forward [114] #socialmediaorg,members [90] media,leaders [81] summer,member [79] more,socialmediaorg [71] socialmediaorg,#socialmediaorg Top Word Pairs in Tweet in G1:
[417] social,media [192] member,meeting [103] #socialmediaorg,member [85] #socialmediaorg,members [72] looking,forward [62] media,leaders [60] thanks,socialmediaorg [60] summer,member [48] #socialmediaorg,summer [38] big,brands Top Word Pairs in Tweet in G2:
[259] social,media [123] member,meeting [71] looking,forward [59] #socialmediaorg,member [38] thanks,socialmediaorg [38] socialmediaorg,#socialmediaorg [33] #socialmedia,#socialmarketing [31] #socialmarketing,#marketing [29] forward,seeing [28] #socialmediaorg,members Top Word Pairs in Tweet in G3:
[82] social,media [44] socialmediaclub,socialmediaorg [36] socialmedia2day,socialmedia411 [32] socialmedia2day,socialmediaorg [31] socialmediaweek,socialmediaclub [19] socialmediaorg,socialnws [18] socialmediaorg,socialmedia2day [18] socialmedia411,socialmediaweek [18] socialmedia2day,socialmediaweek [16] socialmedia411,socialmediaorg Top Word Pairs in Tweet in G4:
[19] social,media [18] socialmediaorg,socmediaconf [15] pauldavissns,socialmediaorg [15] garyvee,pauldavissns [13] #tiktok,#socialmedia [13] mozart,#tiktok [13] #socialmedia,#mozart [13] #mozart,garyvee [12] action,against [12] dkontur,mozart 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] ictdtax,taxpolicycenter [14] taxjusticeafric,ictdtax [14] taxalliance_ug,taxjusticeafric [9] taxpolicycenter,actionaiduganda [9] social,media [9] actionaiduganda,women4taxjustug [8] donaldtchidoori,taxalliance_ug [7] activistaaaukap,donaldtchidoori [7] women4taxjustug,taxadvi [6] users,#uganda Top Word Pairs in Tweet in G7:
[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 G8:
[5] livelawindia,nvramanna [5] peterbakernyt,appg_ij [5] appg_ij,thenews_intl [5] thenews_intl,livelawindia [5] scflaws,rajivrana1 [5] dayi,peterbakernyt [5] rajivrana1,dayi [5] succeedinggen,scflaws [4] narendramodi,pmoindia [4] icjcij,ungeneva Top Word Pairs in Tweet in G9:
[28] digital,marketing [28] latest,digital [28] marketing,strategy [15] socialmediaorg,perrier [15] strategy,#socialmediaorg [13] shawzyy,socialmediaorg [10] strategy,thanks [8] thanks,socialmediaorg [8] social,media [4] socialmediaorg,#socialmediaorg Top Word Pairs in Tweet in G10:
[9] social,media [5] take,social [4] #goonlife,#some [4] live,#goonlife [4] next,level [4] #socialaazadi,#independenceday2018 [4] social,fever [4] #socialmedia,live [4] #digitalmarketing,#marketing [4] help,#digitalmarketing 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 G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
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:
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: