The graph represents a network of 4,074 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 3/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 March 2023 at 21:02 UTC.
The tweets in the network were tweeted over the 2759-day, 7-hour, 39-minute period from Tuesday, 25 August 2015 at 18:11 UTC to Thursday, 16 March 2023 at 01:50 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 : 4074
Unique Edges : 6018
Edges With Duplicates : 10717
Total Edges : 16735
Number of Edge Types : 9
Mentions : 5099
Retweet : 1480
MentionsInRetweet : 3568
MentionsInReplyTo : 3869
Replies to : 936
MentionsInQuote : 752
Tweet : 680
Quote : 350
MentionsInQuoteReply : 1
Self-Loops : 1141
Reciprocated Vertex Pair Ratio : 0.0696833707304911
Reciprocated Edge Ratio : 0.130287845239483
Connected Components : 35
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 4024
Maximum Edges in a Connected Component : 16581
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.109898
Graph Density : 0.000517133255736226
Modularity : 0.355273
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,074 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 3/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 March 2023 at 21:02 UTC.
The tweets in the network were tweeted over the 2759-day, 7-hour, 39-minute period from Tuesday, 25 August 2015 at 18:11 UTC to Thursday, 16 March 2023 at 01:50 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:
[911] social,media [341] member,meeting [171] #socialmediaorg,member [155] looking,forward [152] thanks,socialmediaorg [108] #socialmediaorg,members [91] media,leaders [81] summer,member [79] more,socialmediaorg [72] socialmediaorg,#socialmediaorg Top Word Pairs in Tweet in G1:
[425] social,media [197] member,meeting [106] #socialmediaorg,member [84] #socialmediaorg,members [71] looking,forward [62] media,leaders [60] summer,member [48] #socialmediaorg,summer [42] thanks,socialmediaorg [38] big,brands Top Word Pairs in Tweet in G2:
[103] social,media [52] socialmediaclub,socialmediaorg [43] socialmedia2day,socialmedia411 [38] socialmediaweek,socialmediaclub [36] socialmedia2day,socialmediaorg [24] socialmediaweek,socialmediaorg [23] socialmedia411,socialmediaweek [23] socialmedia2day,socialmediaweek [21] socialmediaorg,socialnws [20] socialmediaorg,#smm Top Word Pairs in Tweet in G3:
[256] social,media [124] member,meeting [71] looking,forward [59] #socialmediaorg,member [37] thanks,socialmediaorg [37] socialmediaorg,#socialmediaorg [33] #socialmedia,#socialmarketing [31] #socialmarketing,#marketing [29] forward,seeing [27] #marketing,#engagement Top Word Pairs in Tweet in G4:
[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 [12] against,becauz 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:
[28] marketing,strategy [28] digital,marketing [28] latest,digital [15] socialmediaorg,perrier [15] strategy,#socialmediaorg [13] shawzyy,socialmediaorg [10] strategy,thanks [8] social,media [8] thanks,socialmediaorg [4] businesses,supposed Top Word Pairs in Tweet in G8:
[13] video,strategy [12] fb,live [11] social,video [11] facebook,live [11] social,media [10] flipped,scholastic's [10] scholastic's,social [9] live,flipped [8] social,business [6] live,fb Top Word Pairs in Tweet in G9:
[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 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 G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: