The graph represents a network of 3,076 Twitter users whose recent tweets contained "icwsm", 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 1/14/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 15 January 2023 at 01:46 UTC.
The tweets in the network were tweeted over the 1759-day, 9-hour, 7-minute period from Thursday, 22 March 2018 at 14:29 UTC to Saturday, 14 January 2023 at 23:36 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 : 3076
Unique Edges : 3694
Edges With Duplicates : 11423
Total Edges : 15117
Number of Edge Types : 9
Replies to : 838
MentionsInReplyTo : 2302
Retweet : 3369
MentionsInRetweet : 6206
Tweet : 456
Quote : 276
MentionsInQuote : 410
Mentions : 1174
MentionsInQuoteReply : 86
Self-Loops : 1076
Reciprocated Vertex Pair Ratio : 0.0943251533742331
Reciprocated Edge Ratio : 0.172389628591451
Connected Components : 169
Single-Vertex Connected Components : 86
Maximum Vertices in a Connected Component : 2699
Maximum Edges in a Connected Component : 14459
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.985784
Graph Density : 0.000754331990654107
Modularity : 0.326209
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,076 Twitter users whose recent tweets contained "icwsm", 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 1/14/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 15 January 2023 at 01:46 UTC.
The tweets in the network were tweeted over the 1759-day, 9-hour, 7-minute period from Thursday, 22 March 2018 at 14:29 UTC to Saturday, 14 January 2023 at 23:36 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 : icwsm
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:
[336] smell,reviews [335] social,media [312] bayesian,vector [312] vector,autoregression [307] 15,hours [307] days,15 [302] developed,test [302] autoregression,model [302] test,hypothesis [302] model,developed Top Word Pairs in Tweet in G1:
[307] 15,hours [307] days,15 [286] days,03 [286] 03,hours [150] icwsm,2022 [112] social,media [87] hours,ijcai [80] accepted,icwsm [74] hours,icwsm [73] ijcai,ecai Top Word Pairs in Tweet in G2:
[297] bayesian,vector [297] vector,autoregression [296] smell,reviews [295] finding,smell [295] novel,bayesian [295] model,developed [295] test,hypothesis [295] developed,test [295] hypothesis,finding [295] autoregression,model Top Word Pairs in Tweet in G3:
[36] icwsm,paper [35] reddit,moderators [33] provide,reddit [33] moderators,provide [32] labor,reddit [32] year,characteristics [32] free,labor [32] characteristics,labor [32] reddit,year [32] much,free Top Word Pairs in Tweet in G4:
[21] social,media [16] accepted,icwsm [15] social,graph [14] icwsm,#icwsm22 [14] arora__udit,asmitks [14] samroadiee,aryaveersingh07 [14] asmitks,samroadiee [13] ratnrajiv,ponguru [13] icwsm,ratnrajiv [13] ponguru,arora__udit Top Word Pairs in Tweet in G5:
[54] presented,icwsm [49] twitter,deletions [44] manitapote,acnwala [44] christorreslugo,manitapote [42] manipulating,twitter [37] paper,christorreslugo [37] osome,paper [37] deletions,osome [37] acnwala,presented [36] osome_iu,manipulating Top Word Pairs in Tweet in G6:
[34] acm_cscw,icwsm [32] icwsm,acm_chi [30] social,media [30] text,classification [29] systems,social [29] classification,systems [27] novel,evaluation [26] papers,accepted [26] workshop,novel [25] css,conf Top Word Pairs in Tweet in G7:
[21] social,media [12] conference,web [11] web,social [11] aaai,conference [9] icwsm,2023 [9] comment,accepted [9] fake,news [9] media,icwsm [9] international,aaai [7] icwsm,2022 Top Word Pairs in Tweet in G8:
[45] sad,story [45] paper,someone [45] starts,more [45] viral,starts [45] someone,unexpectedly [45] unexpectedly,go [45] audience,capture [45] whole,sad [45] story,audience [45] capture,paper Top Word Pairs in Tweet in G9:
[28] social,media [24] large,language [24] haven't,tried [24] tried,using [24] models,bert [24] media,data [24] data,join [24] language,models [24] using,working [24] working,social Top Word Pairs in Tweet in G10:
[57] predict,covid [56] amazon,predict [56] yankee,candle [56] update,'no [56] 'no,smell' [56] candle,update [56] covid,december [56] complaints,amazon [56] paper,icwsm [56] december,tweet 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 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: