The graph represents a network of 4,071 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 3/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 March 2023 at 22:06 UTC.
The tweets in the network were tweeted over the 2754-day, 3-hour, 21-minute period from Tuesday, 25 August 2015 at 18:11 UTC to Friday, 10 March 2023 at 21:32 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 : 4071
Unique Edges : 6018
Edges With Duplicates : 10784
Total Edges : 16802
Number of Edge Types : 9
Replies to : 960
MentionsInReplyTo : 3902
Mentions : 5099
Retweet : 1481
MentionsInRetweet : 3577
Tweet : 678
MentionsInQuote : 753
Quote : 351
MentionsInQuoteReply : 1
Self-Loops : 1141
Reciprocated Vertex Pair Ratio : 0.0695706285003111
Reciprocated Edge Ratio : 0.130090760996044
Connected Components : 35
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 4021
Maximum Edges in a Connected Component : 16648
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.108689
Graph Density : 0.000518680400773253
Modularity : 0.354057
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,071 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 3/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 March 2023 at 22:06 UTC.
The tweets in the network were tweeted over the 2754-day, 3-hour, 21-minute period from Tuesday, 25 August 2015 at 18:11 UTC to Friday, 10 March 2023 at 21:32 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:
[910] social,media [341] member,meeting [171] #socialmediaorg,member [155] looking,forward [152] thanks,socialmediaorg [107] #socialmediaorg,members [91] media,leaders [81] summer,member [79] more,socialmediaorg [71] socialmediaorg,#socialmediaorg Top Word Pairs in Tweet in G1:
[412] social,media [197] member,meeting [106] #socialmediaorg,member [83] #socialmediaorg,members [71] looking,forward [61] media,leaders [61] summer,member [48] #socialmediaorg,summer [43] thanks,socialmediaorg [38] big,brands Top Word Pairs in Tweet in G2:
[104] 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:
[261] social,media [123] member,meeting [71] looking,forward [59] #socialmediaorg,member [39] socialmediaorg,#socialmediaorg [37] thanks,socialmediaorg [33] #socialmedia,#socialmarketing [31] #socialmarketing,#marketing [29] forward,seeing [27] #marketing,#engagement Top Word Pairs in Tweet in G4:
[22] 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] ictdtax,taxpolicycenter [14] taxjusticeafric,ictdtax [14] social,media [14] taxalliance_ug,taxjusticeafric [9] taxpolicycenter,actionaiduganda [9] actionaiduganda,women4taxjustug [8] donaldtchidoori,taxalliance_ug [7] activistaaaukap,donaldtchidoori [7] women4taxjustug,taxadvi [6] users,#uganda Top Word Pairs in Tweet in G7:
[28] digital,marketing [28] latest,digital [28] marketing,strategy [15] socialmediaorg,perrier [15] strategy,#socialmediaorg [13] shawzyy,socialmediaorg [10] strategy,thanks [8] thanks,socialmediaorg [6] social,media [4] during,pandemic Top Word Pairs in Tweet in G8:
[15] ctmmnctsrtc,ctmtsrtc [15] tsrtchq,tsrtcmdoffice [13] govardhan_mla,puvvada_ajay [12] rmrangareddy,dvmvkbtsrtc [11] ctmtsrtc,jasthisreelatha [10] dvmvkbtsrtc,dmprgtsrtc [8] న,క [8] ajashussain3,tsrtchq [8] jasthisreelatha,rmrangareddy [7] dmprgtsrtc,ktrtrs Top Word Pairs in Tweet in G9:
[8] truth,fact [8] compiler,unknown [8] whatsapp,compiler [8] fact,experiment [8] blocks,truth [8] unknown,socialmediaorg [8] socialmediaorg,blocks [7] drleorebello,whatsapp [7] experiment,billgat [2] #socialmedia,#tech Top Word Pairs in Tweet in G10:
[2] michael12895273,yourfriendzippy [2] tomkwill,wisermann [2] banulgrandier,just_anisraeli [2] menabster,th2shay [2] wherepond,combatjew [2] andreaalbion,dougst3v3ns [2] coopfromdurham,theghostofelec1 [2] yourfriendzippy,wherepond [2] incawarrior,dancady [2] ireadmad,cyanbutterfly 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: