The graph represents a network of 2,864 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 2/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 February 2023 at 02:03 UTC.
The tweets in the network were tweeted over the 1794-day, 9-hour, 43-minute period from Thursday, 22 March 2018 at 14:29 UTC to Sunday, 19 February 2023 at 00:12 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 : 2864
Unique Edges : 3910
Edges With Duplicates : 11568
Total Edges : 15478
Number of Edge Types : 9
Replies to : 891
MentionsInReplyTo : 2466
Retweet : 3225
MentionsInRetweet : 6303
Tweet : 513
Quote : 302
MentionsInQuote : 435
Mentions : 1257
MentionsInQuoteReply : 86
Self-Loops : 1189
Reciprocated Vertex Pair Ratio : 0.103611876339149
Reciprocated Edge Ratio : 0.187768686728609
Connected Components : 187
Single-Vertex Connected Components : 91
Maximum Vertices in a Connected Component : 2437
Maximum Edges in a Connected Component : 14735
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.531397
Graph Density : 0.000879429710991908
Modularity : 0.310342
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,864 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 2/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 February 2023 at 02:03 UTC.
The tweets in the network were tweeted over the 1794-day, 9-hour, 43-minute period from Thursday, 22 March 2018 at 14:29 UTC to Sunday, 19 February 2023 at 00:12 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:
[378] social,media [307] 15,hours [307] days,15 [286] 03,hours [286] days,03 [213] icwsm,2022 [180] accepted,icwsm [175] yankee,candle [132] icwsm,paper [118] paper,icwsm Top Word Pairs in Tweet in G1:
[307] 15,hours [307] days,15 [286] days,03 [286] 03,hours [141] icwsm,2022 [136] social,media [87] hours,ijcai [79] accepted,icwsm [79] icwsm,2021 [74] hours,icwsm Top Word Pairs in Tweet in G2:
[46] icwsm,paper [36] reddit,moderators [34] provide,reddit [34] moderators,provide [33] labor,reddit [33] year,characteristics [33] free,labor [33] characteristics,labor [33] reddit,year [33] much,free Top Word Pairs in Tweet in G3:
[60] presented,icwsm [51] twitter,deletions [45] manitapote,acnwala [45] christorreslugo,manitapote [43] social,media [43] manipulating,twitter [38] workshop,icwsm [38] paper,christorreslugo [38] osome,paper [38] deletions,osome Top Word Pairs in Tweet in G4:
[33] social,media [32] icwsm,acm_chi [32] acm_cscw,icwsm [31] text,classification [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:
[25] social,media [16] media,emergency [15] workshop,social [13] asmitks,samroadiee [13] icwsm,#icwsm22 [13] arora__udit,asmitks [13] accepted,icwsm [13] samroadiee,aryaveersingh07 [12] ponguru,arora__udit [12] emergency,response Top Word Pairs in Tweet in G6:
[105] candle,reviews [104] datadrivenmd,yes [103] reviews,usable [103] usable,data [103] yankee,candle [103] yes,yankee [102] altenberglee,datadrivenmd [3] andy_felz,datadrivenmd [2] here's,conference [2] covid,19 Top Word Pairs in Tweet in G7:
[32] 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 G8:
[21] social,media [12] conference,web [11] aaai,conference [11] web,social [9] icwsm,2023 [9] comment,accepted [9] international,aaai [9] fake,news [8] media,icwsm [7] icwsm,2022 Top Word Pairs in Tweet in G9:
[43] sad,story [43] paper,someone [43] starts,more [43] viral,starts [43] someone,unexpectedly [43] unexpectedly,go [43] audience,capture [43] whole,sad [43] story,audience [43] capture,paper Top Word Pairs in Tweet in G10:
[30] workshop,data [26] data,wellbeing [26] wellbeing,vulnerable [13] today's,icwsm [13] icwsm,workshop [12] accepted,icwsm [11] vulnerable,organized [11] join,online [11] inviting,join [11] online,today's Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: