The graph represents a network of 4,054 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 2/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 February 2023 at 21:52 UTC.
The tweets in the network were tweeted over the 2725-day, 23-hour, 54-minute period from Tuesday, 25 August 2015 at 18:11 UTC to Friday, 10 February 2023 at 18:05 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 : 4054
Unique Edges : 5995
Edges With Duplicates : 10714
Total Edges : 16709
Number of Edge Types : 8
Mentions : 5096
Retweet : 1489
MentionsInRetweet : 3599
MentionsInReplyTo : 3830
Replies to : 947
MentionsInQuote : 732
Tweet : 670
Quote : 346
Self-Loops : 1129
Reciprocated Vertex Pair Ratio : 0.0703731530177811
Reciprocated Edge Ratio : 0.131492746841366
Connected Components : 36
Single-Vertex Connected Components : 28
Maximum Vertices in a Connected Component : 4002
Maximum Edges in a Connected Component : 16553
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.108496
Graph Density : 0.000520240508379901
Modularity : 0.35479
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,054 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 2/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 February 2023 at 21:52 UTC.
The tweets in the network were tweeted over the 2725-day, 23-hour, 54-minute period from Tuesday, 25 August 2015 at 18:11 UTC to Friday, 10 February 2023 at 18:05 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:
[904] social,media [342] member,meeting [170] #socialmediaorg,member [158] looking,forward [155] thanks,socialmediaorg [113] #socialmediaorg,members [90] media,leaders [81] summer,member [79] more,socialmediaorg [71] socialmediaorg,#socialmediaorg Top Word Pairs in Tweet in G1:
[400] social,media [193] member,meeting [104] #socialmediaorg,member [85] #socialmediaorg,members [66] looking,forward [61] media,leaders [59] summer,member [48] #socialmediaorg,summer [41] thanks,socialmediaorg [37] big,brands Top Word Pairs in Tweet in G2:
[103] social,media [50] socialmediaclub,socialmediaorg [41] socialmedia2day,socialmedia411 [36] socialmedia2day,socialmediaorg [36] socialmediaweek,socialmediaclub [24] socialmediaweek,socialmediaorg [23] socialmedia2day,socialmediaweek [21] socialmedia411,socialmediaweek [20] socialmediaorg,#smm [19] socialmediaorg,socialmedia2day Top Word Pairs in Tweet in G3:
[262] social,media [129] member,meeting [78] looking,forward [60] #socialmediaorg,member [42] thanks,socialmediaorg [38] socialmediaorg,#socialmediaorg [33] #socialmedia,#socialmarketing [31] #socialmarketing,#marketing [30] forward,seeing [27] #marketing,#engagement Top Word Pairs in Tweet in G4:
[20] 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] cnnpolitics,johnpavlovitz [12] thedemocrats,senatedems [12] davidmuir,cbsnews [12] dcexaminer,latimes [12] housedemocrats,tedlieu Top Word Pairs in Tweet in G6:
[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] during,pandemic Top Word Pairs in Tweet in G7:
[14] taxalliance_ug,taxjusticeafric [14] taxjusticeafric,ictdtax [14] ictdtax,taxpolicycenter [9] taxpolicycenter,actionaiduganda [9] actionaiduganda,women4taxjustug [9] social,media [8] donaldtchidoori,taxalliance_ug [7] activistaaaukap,donaldtchidoori [7] women4taxjustug,taxadvi [6] taxes,social Top Word Pairs in Tweet in G8:
[12] facebook,live [12] video,strategy [11] social,media [10] fb,live [10] social,video [9] flipped,scholastic's [9] scholastic's,social [8] live,flipped [5] live,fb [5] great,approach Top Word Pairs in Tweet in G9:
[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 G10:
[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 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: