The graph represents a network of 4,040 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 2/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 February 2023 at 21:52 UTC.
The tweets in the network were tweeted over the 2719-day, 0-hour, 0-minute period from Tuesday, 25 August 2015 at 18:11 UTC to Friday, 03 February 2023 at 18:11 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 : 4040
Unique Edges : 5958
Edges With Duplicates : 10711
Total Edges : 16669
Number of Edge Types : 8
Replies to : 947
MentionsInReplyTo : 3819
Mentions : 5120
Retweet : 1489
MentionsInRetweet : 3582
Tweet : 671
MentionsInQuote : 695
Quote : 346
Self-Loops : 1133
Reciprocated Vertex Pair Ratio : 0.0710327455919395
Reciprocated Edge Ratio : 0.132643461900282
Connected Components : 36
Single-Vertex Connected Components : 28
Maximum Vertices in a Connected Component : 3988
Maximum Edges in a Connected Component : 16513
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.104797
Graph Density : 0.000521156349356154
Modularity : 0.350947
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,040 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 2/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 February 2023 at 21:52 UTC.
The tweets in the network were tweeted over the 2719-day, 0-hour, 0-minute period from Tuesday, 25 August 2015 at 18:11 UTC to Friday, 03 February 2023 at 18:11 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] thanks,socialmediaorg [158] looking,forward [113] #socialmediaorg,members [90] media,leaders [81] summer,member [79] more,socialmediaorg [71] socialmediaorg,#socialmediaorg Top Word Pairs in Tweet in G1:
[410] social,media [206] member,meeting [104] #socialmediaorg,member [86] #socialmediaorg,members [73] looking,forward [62] media,leaders [61] summer,member [49] thanks,socialmediaorg [48] #socialmediaorg,summer [39] big,brands Top Word Pairs in Tweet in G2:
[103] social,media [50] socialmediaclub,socialmediaorg [41] socialmedia2day,socialmedia411 [37] socialmedia2day,socialmediaorg [35] socialmediaweek,socialmediaclub [21] socialmedia411,socialmediaweek [20] socialmediaorg,#smm [20] socialmediaweek,socialmediaorg [19] socialmediaorg,socialmedia2day [19] socialmedia2day,socialmediaweek Top Word Pairs in Tweet in G3:
[252] social,media [112] member,meeting [71] looking,forward [57] #socialmediaorg,member [38] socialmediaorg,#socialmediaorg [33] thanks,socialmediaorg [33] #socialmedia,#socialmarketing [31] #socialmarketing,#marketing [29] 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] meetthepress,cnnbrk [12] davidmuir,cbsnews [12] nytimes,washingtonpost [12] thedemocrats,senatedems [12] johnpavlovitz,presssec Top Word Pairs in Tweet in G6:
[7] social,media [5] smorghealth,socialmediaorg [3] maria,mini [3] thanks,again [3] mini,lego [3] smorghealth,maria [3] elevating,smorghealth [3] unclelego,elevating [3] include,thanks [3] fig,include 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:
[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:
[13] video,strategy [12] fb,live [11] social,media [11] social,video [11] facebook,live [10] scholastic's,social [10] flipped,scholastic's [9] live,flipped [8] social,business [6] live,fb Top Word Pairs in Tweet in G10:
[42] latest,social [42] social,smith [38] smith,thanks [26] thanks,socialmediaorg [15] socialmediaorg,perrier [13] shawzyy,socialmediaorg [8] socialmediaorg,#millennial [5] businesses,supposed [5] helpful,tips [5] during,pandemic 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: