The graph represents a network of 1,238 Twitter users whose recent tweets contained "#BufferChat", 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 18:27 UTC.
The tweets in the network were tweeted over the 3182-day, 2-hour, 48-minute period from Wednesday, 18 June 2014 at 16:52 UTC to Sunday, 05 March 2023 at 19:41 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 : 1238
Unique Edges : 1424
Edges With Duplicates : 9308
Total Edges : 10732
Number of Edge Types : 9
Retweet : 605
MentionsInRetweet : 964
Tweet : 1477
MentionsInReplyTo : 3648
Mentions : 1812
Replies to : 1990
Quote : 147
MentionsInQuote : 81
MentionsInQuoteReply : 8
Self-Loops : 1642
Reciprocated Vertex Pair Ratio : 0.167622408469343
Reciprocated Edge Ratio : 0.287117491499811
Connected Components : 160
Single-Vertex Connected Components : 84
Maximum Vertices in a Connected Component : 896
Maximum Edges in a Connected Component : 10260
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.899537
Graph Density : 0.00172847696822397
Modularity : 0.163996
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,238 Twitter users whose recent tweets contained "#BufferChat", 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 18:27 UTC.
The tweets in the network were tweeted over the 3182-day, 2-hour, 48-minute period from Wednesday, 18 June 2014 at 16:52 UTC to Sunday, 05 March 2023 at 19:41 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 : #BufferChat
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:
[969] #buffer,#bufferchat [966] #bufferchat,book [966] grasp,150 [966] site,modern [966] civilization,lessening [966] islam,#west [966] book,grasp [966] 150,subj [966] between,islam [966] clash,between Top Word Pairs in Tweet in G1:
[657] #bufferchat,buffer [642] until,#bufferchat [641] buffer,gosayyay [641] seconds,until [329] 21,hours [306] 22,hours [274] days,21 [267] days,22 [125] social,media [111] #bufferchat,arielle Top Word Pairs in Tweet in G2:
[63] social,media [62] buffer,a2 [59] buffer,a1 [53] buffer,a3 [52] buffer,a4 [44] buffer,a5 [35] buffer,a6 [35] buffer,canva [27] alexandrasebben,buffer [25] sirkingofgifs,buffer Top Word Pairs in Tweet in G3:
[966] book,grasp [966] clash,between [966] islam,#west [966] #bufferchat,book [966] lessening,clash [966] #buffer,#bufferchat [966] between,islam [966] grasp,150 [966] 150,subj [966] site,modern Top Word Pairs in Tweet in G4:
[13] social,media [8] #bufferchat,recap [6] cette,semaine [5] buffer,blog [5] recap,buffer [5] daily,#bufferchat [5] #bufferchat,cette [4] report,ready [4] ready,#bufferchat [4] daily,conversation Top Word Pairs in Tweet in G5:
[6] pick,one [6] social,media [5] great,chats [4] years,ago [4] working,smarter [4] oh,wow [4] more,productivity [4] a1,pick [4] twitter,chats [4] #twittersmarter,#socialroi Top Word Pairs in Tweet in G6:
[7] social,media [5] buffer,hey [5] buffer,a2 [5] buffer,a3 [4] jimcanto,martinlieberman [4] brenhillspeaks,scottontiveroz [4] joelrrenner,katyb_spencer [4] bpucino,ideabloke [4] tedbauer2003,howdy_doughty [4] ideabloke,nplusg Top Word Pairs in Tweet in G7:
[73] twitter,chats [62] #twittersmarter,#contentwritingchat [60] great,podcast [60] podcast,featuring [60] chats,#podcast [60] discussing,value [60] featuring,madalynsklar [60] madalynsklar,discussing [60] value,twitter [60] #podcast,#twittersmarter Top Word Pairs in Tweet in G8:
[5] mehulgohil,buffer [4] buffer,a3 [4] buffer,trivia [4] social,media [4] buffer,community [4] trivia,time [4] #bufferchat,topic [3] buffer,a6 [3] buffer,a1 [3] during,#bufferchat Top Word Pairs in Tweet in G9:
[15] #blogpost,#lbloggers [15] #bynr,#blogginggals [15] #blogger,#blogpost [15] #blogginggals,#blogger [15] #bufferchat,#snapchat [14] #lbloggers,#pbloggers [14] #socialmedia,#bynr [14] #snapchat,#socialmedia [8] #newpost,#grlpowr [8] #blogchat,#blogginggals Top Word Pairs in Tweet in G10:
[5] social,media [5] buffer,a2 [4] use,pinterest [4] buffer,a1 [3] pinterest,tips [3] great,pinterest [3] helpful,#socialmedia [3] especially,helpful [3] visual,content [3] tips,rachelngom Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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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:
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Top Tweeters in G9:
Top Tweeters in G10: