The graph represents a network of 2,883 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 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 02:32 UTC.
The tweets in the network were tweeted over the 2481-day, 5-hour, 8-minute period from Tuesday, 24 May 2016 at 16:41 UTC to Friday, 10 March 2023 at 21:49 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 : 2883
Unique Edges : 3899
Edges With Duplicates : 11536
Total Edges : 15435
Number of Edge Types : 9
Replies to : 910
MentionsInReplyTo : 2469
Retweet : 3225
MentionsInRetweet : 6249
Tweet : 498
Quote : 307
MentionsInQuote : 435
Mentions : 1256
MentionsInQuoteReply : 86
Self-Loops : 1182
Reciprocated Vertex Pair Ratio : 0.102900763358779
Reciprocated Edge Ratio : 0.186600221483942
Connected Components : 191
Single-Vertex Connected Components : 93
Maximum Vertices in a Connected Component : 2450
Maximum Edges in a Connected Component : 14681
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.529472
Graph Density : 0.000869439002427063
Modularity : 0.311729
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,883 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 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 02:32 UTC.
The tweets in the network were tweeted over the 2481-day, 5-hour, 8-minute period from Tuesday, 24 May 2016 at 16:41 UTC to Friday, 10 March 2023 at 21:49 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:
[371] social,media [307] 15,hours [307] days,15 [286] 03,hours [286] days,03 [212] icwsm,2022 [181] accepted,icwsm [172] yankee,candle [132] icwsm,paper [124] icwsm,2023 Top Word Pairs in Tweet in G1:
[307] 15,hours [307] days,15 [286] days,03 [286] 03,hours [132] icwsm,2022 [110] social,media [87] hours,ijcai [76] paper,icwsm [74] hours,icwsm [73] ijcai,ecai Top Word Pairs in Tweet in G2:
[86] social,media [57] accepted,icwsm [56] icwsm,paper [41] latest,icwsm [40] data,challenge [38] reddit,moderators [35] moderators,provide [35] provide,reddit [34] labor,reddit [34] characteristics,labor Top Word Pairs in Tweet in G3:
[41] social,media [34] acm_cscw,icwsm [31] text,classification [31] icwsm,acm_chi [30] novel,evaluation [30] classification,systems [29] systems,social [29] workshop,novel [28] evaluation,approaches [28] papers,accepted Top Word Pairs in Tweet in G4:
[53] presented,icwsm [47] twitter,deletions [42] manitapote,acnwala [42] christorreslugo,manitapote [40] manipulating,twitter [35] acnwala,presented [35] paper,christorreslugo [35] deletions,osome [35] osome,paper [34] osome_iu,manipulating Top Word Pairs in Tweet in G5:
[45] whole,sad [45] go,viral [45] story,audience [45] capture,paper [45] paper,someone [45] audience,capture [45] unexpectedly,go [45] viral,starts [45] someone,unexpectedly [45] sad,story Top Word Pairs in Tweet in G6:
[100] candle,reviews [99] datadrivenmd,yes [98] reviews,usable [98] usable,data [98] yankee,candle [98] yes,yankee [97] altenberglee,datadrivenmd [3] andy_felz,datadrivenmd [2] here's,conference [2] covid,19 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] international,aaai [9] fake,news [8] media,icwsm [7] icwsm,2022 Top Word Pairs in Tweet in G8:
[39] everyone,listens [39] spotify,publishes [39] music,released [39] facts,paper [39] research,facts [39] listens,music [39] paper,everyone [39] coolest,research [39] publishes,coolest [38] yiqinfu,spotify Top Word Pairs in Tweet in G9:
[31] workshop,data [27] data,wellbeing [27] wellbeing,vulnerable [15] accepted,icwsm [13] today's,icwsm [13] upon,#humanitarian [13] join,martonkarsai [13] #humanitarian,issues [13] research,involve [13] #vulnerable,populations Top Word Pairs in Tweet in G10:
[34] workshop,icwsm [34] emoji2021,workshop [30] ll,speaking [30] figured,good [30] emoji,thread [30] good,time [30] time,emoji [30] monday,ll [30] speaking,emoji2021 [30] icwsm,figured 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 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: