The graph represents a network of 657 Twitter users whose recent tweets contained "#TwitterSmarter", 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 3/7/2023 5:00:33 PM. The network was obtained from Twitter on Wednesday, 08 March 2023 at 17:54 UTC.
The tweets in the network were tweeted over the 2066-day, 16-hour, 16-minute period from Monday, 10 July 2017 at 08:06 UTC to Wednesday, 08 March 2023 at 00:23 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 : 657
Unique Edges : 786
Edges With Duplicates : 13290
Total Edges : 14076
Number of Edge Types : 9
Retweet : 2541
MentionsInRetweet : 4876
Replies to : 1567
MentionsInReplyTo : 3323
Tweet : 428
MentionsInQuote : 100
Quote : 207
MentionsInQuoteReply : 38
Mentions : 996
Self-Loops : 1167
Reciprocated Vertex Pair Ratio : 0.1601246105919
Reciprocated Edge Ratio : 0.276047261009667
Connected Components : 79
Single-Vertex Connected Components : 54
Maximum Vertices in a Connected Component : 501
Maximum Edges in a Connected Component : 13796
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.987405
Graph Density : 0.00432026580539778
Modularity : 0.092821
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 657 Twitter users whose recent tweets contained "#TwitterSmarter", 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 3/7/2023 5:00:33 PM. The network was obtained from Twitter on Wednesday, 08 March 2023 at 17:54 UTC.
The tweets in the network were tweeted over the 2066-day, 16-hour, 16-minute period from Monday, 10 July 2017 at 08:06 UTC to Wednesday, 08 March 2023 at 00:23 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 : #TwitterSmarter
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:
[848] #twittersmarter,chat [422] madalynsklar,#twittersmarter [241] social,media [192] join,madalynsklar [183] albermoire,darcydeleon [180] sabrinacadini,albermoire [163] pst,pm [153] chat,thursday [147] thursday,26 [143] fuhsionmktg,s_narmadhaa Top Word Pairs in Tweet in G1:
[565] #twittersmarter,chat [354] madalynsklar,#twittersmarter [182] join,madalynsklar [157] pst,pm [153] social,media [149] albermoire,darcydeleon [140] sabrinacadini,albermoire [139] thursday,26 [137] chat,thursday [130] 26,2023 Top Word Pairs in Tweet in G2:
[274] #twittersmarter,chat [76] social,media [66] madalynsklar,#twittersmarter [43] lanceaschart,madalynsklar [40] sabrinacadini,albermoire [39] special,guest [38] live,selling [35] today's,#twittersmarter [34] givewp,madalynsklar [34] albermoire,darcydeleon Top Word Pairs in Tweet in G3:
[94] #twittersmarter,featuring [83] madalynsklar,tealfeed [65] #marketing,#twittersmarter [19] #mondayblogs,#twittersmarter [11] jonwesselink,tweepsmap [10] featuring,mllnnlmotivator [8] mllnnlmotivator,madalynsklar [8] jonwesselink,madalynsklar [7] madalynsklar,tweepsmap [7] featuring,kimscaravelli Top Word Pairs in Tweet in G4:
[12] gt,gt [6] #keuangan,#instansi [6] #newpost,#diklat [6] #badan,#infobimtek [6] #dinas,#pemerintahan [6] #google,#twittersmarter [6] #seminar,#workshop [6] #infobimtek,#infodiklat [6] #pns,#education [6] #education,#keuangan Top Word Pairs in Tweet in G5:
[31] natgeo,natgeophotos [31] #twitter,same [31] same,see [31] bollgare,petraau [31] #therapy,angelina [31] see,natgeo [31] petraau,bee [31] bee,#therapy [31] natgeophotos,natgeotv [31] angelina,jolie Top Word Pairs in Tweet in G6:
[21] #twitter,#flokifi [21] #flokifi,#crypto [21] ceo,twitter [21] twitter,#twitter [21] #elonmusk,#twittersmarter [21] #crypto,#elonmusk [21] #floki,ceo [20] coin_gabbar,#floki Top Word Pairs in Tweet in G7:
[26] mindset,metaphors [26] daily,inspiration [26] metaphors,daily [26] latest,mindset [26] #travel,#twittersmarter [22] inspiration,thanks [5] thanks,greenwichwriter [5] greenwichwriter,#travel [5] thanks,karin_haggerty [4] visionorg,#travel Top Word Pairs in Tweet in G8:
[2] bgsibmor,lordhasan [2] torrainewalker,black_mixed [2] hannahdrake628,crimsoncure [2] breenewsome,blacktzedek [2] drhoodscholar,torrainewalker [2] modestyqueen19,hannahdrake628 [2] lordhasan,breenewsome [2] blacktzedek,modestyqueen19 Top Word Pairs in Tweet in G9:
[3] access,twitter [3] free,access [3] see,price [3] v2,v1 [3] both,v2 [3] india,see [3] longer,support [3] api,both [3] legion_mj,#twitter [3] adjusted,country 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 G5:
Top Replied-To in G8:
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: