The graph represents a network of 2,880 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 3/4/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 05 March 2023 at 02:01 UTC.
The tweets in the network were tweeted over the 2474-day, 20-hour, 38-minute period from Tuesday, 24 May 2016 at 16:41 UTC to Saturday, 04 March 2023 at 13:20 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 : 2880
Unique Edges : 3896
Edges With Duplicates : 11535
Total Edges : 15431
Number of Edge Types : 9
Replies to : 900
MentionsInReplyTo : 2463
Retweet : 3224
MentionsInRetweet : 6254
Tweet : 500
Quote : 309
MentionsInQuote : 438
Mentions : 1257
MentionsInQuoteReply : 86
Self-Loops : 1176
Reciprocated Vertex Pair Ratio : 0.103073864505276
Reciprocated Edge Ratio : 0.186884791348953
Connected Components : 189
Single-Vertex Connected Components : 91
Maximum Vertices in a Connected Component : 2448
Maximum Edges in a Connected Component : 14678
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.530996
Graph Density : 0.00086992493535564
Modularity : 0.313152
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,880 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 3/4/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 05 March 2023 at 02:01 UTC.
The tweets in the network were tweeted over the 2474-day, 20-hour, 38-minute period from Tuesday, 24 May 2016 at 16:41 UTC to Saturday, 04 March 2023 at 13:20 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:
[373] social,media [307] 15,hours [307] days,15 [286] 03,hours [286] days,03 [212] icwsm,2022 [181] accepted,icwsm [171] yankee,candle [132] icwsm,paper [119] icwsm,2023 Top Word Pairs in Tweet in G1:
[307] 15,hours [307] days,15 [286] days,03 [286] 03,hours [136] icwsm,2022 [94] social,media [87] hours,ijcai [74] hours,icwsm [74] paper,icwsm [73] ijcai,ecai Top Word Pairs in Tweet in G2:
[95] social,media [54] accepted,icwsm [53] icwsm,paper [39] data,challenge [39] latest,icwsm [39] reddit,moderators [36] moderators,provide [36] provide,reddit [35] characteristics,labor [35] much,free Top Word Pairs in Tweet in G3:
[57] presented,icwsm [51] twitter,deletions [45] manitapote,acnwala [45] christorreslugo,manitapote [43] manipulating,twitter [42] social,media [39] workshop,icwsm [38] paper,christorreslugo [38] osome,paper [38] deletions,osome Top Word Pairs in Tweet in G4:
[35] acm_cscw,icwsm [31] social,media [31] text,classification [31] icwsm,acm_chi [30] novel,evaluation [30] classification,systems [29] systems,social [29] workshop,novel [28] evaluation,approaches [27] approaches,text Top Word Pairs in Tweet in G5:
[101] candle,reviews [100] datadrivenmd,yes [99] reviews,usable [99] usable,data [99] yankee,candle [99] yes,yankee [98] altenberglee,datadrivenmd [3] andy_felz,datadrivenmd [2] here's,conference [2] covid,19 Top Word Pairs in Tweet in G6:
[22] social,good [19] student,interested [19] computing,social [19] good,lab [19] ucsd,recruiting [19] ph,student [19] lab,ucsd [19] working,cutting [19] recruiting,ph [19] interested,working Top Word Pairs in Tweet in G7:
[30] workshop,data [26] data,wellbeing [26] wellbeing,vulnerable [12] today's,icwsm [12] accepted,icwsm [12] icwsm,workshop [12] vulnerable,icwsm [11] icwsm,paper [11] social,media [10] icwsm,22 Top Word Pairs in Tweet in G8:
[20] social,media [12] conference,web [11] web,social [11] aaai,conference [9] icwsm,2023 [9] comment,accepted [9] fake,news [9] international,aaai [8] media,icwsm [7] icwsm,2022 Top Word Pairs in Tweet in G9:
[44] sad,story [44] paper,someone [44] starts,more [44] viral,starts [44] someone,unexpectedly [44] unexpectedly,go [44] audience,capture [44] whole,sad [44] story,audience [44] capture,paper Top Word Pairs in Tweet in G10:
[40] music,released [40] facts,paper [40] paper,everyone [40] spotify,publishes [40] listens,music [40] research,facts [40] publishes,coolest [40] everyone,listens [40] coolest,research [39] yiqinfu,spotify 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 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: