The graph represents a network of 2,915 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 3/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 March 2023 at 01:16 UTC.
The tweets in the network were tweeted over the 2488-day, 20-hour, 19-minute period from Tuesday, 24 May 2016 at 16:41 UTC to Saturday, 18 March 2023 at 13:00 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 : 2915
Unique Edges : 3967
Edges With Duplicates : 11573
Total Edges : 15540
Number of Edge Types : 9
Replies to : 921
MentionsInReplyTo : 2547
Retweet : 3208
MentionsInRetweet : 6291
Tweet : 501
Quote : 301
MentionsInQuote : 419
Mentions : 1272
MentionsInQuoteReply : 80
Self-Loops : 1189
Reciprocated Vertex Pair Ratio : 0.103713768115942
Reciprocated Edge Ratio : 0.187935986869101
Connected Components : 196
Single-Vertex Connected Components : 95
Maximum Vertices in a Connected Component : 2471
Maximum Edges in a Connected Component : 14757
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.517687
Graph Density : 0.000860693805618114
Modularity : 0.315204
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,915 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 3/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 March 2023 at 01:16 UTC.
The tweets in the network were tweeted over the 2488-day, 20-hour, 19-minute period from Tuesday, 24 May 2016 at 16:41 UTC to Saturday, 18 March 2023 at 13:00 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:
[360] social,media [307] 15,hours [307] days,15 [286] 03,hours [286] days,03 [211] icwsm,2022 [202] accepted,icwsm [175] yankee,candle [142] icwsm,2023 [135] icwsm,paper Top Word Pairs in Tweet in G1:
[307] 15,hours [307] days,15 [286] days,03 [286] 03,hours [136] icwsm,2022 [93] social,media [87] hours,ijcai [82] accepted,icwsm [77] paper,icwsm [74] hours,icwsm Top Word Pairs in Tweet in G2:
[89] social,media [64] presented,icwsm [52] twitter,deletions [51] accepted,icwsm [50] icwsm,paper [46] workshop,icwsm [45] manitapote,acnwala [45] christorreslugo,manitapote [43] manipulating,twitter [40] icwsm,2022 Top Word Pairs in Tweet in G3:
[42] social,media [35] acm_cscw,icwsm [31] icwsm,acm_chi [31] text,classification [30] classification,systems [30] novel,evaluation [29] workshop,novel [29] systems,social [28] papers,accepted [28] evaluation,approaches Top Word Pairs in Tweet in G4:
[103] candle,reviews [102] datadrivenmd,yes [101] reviews,usable [101] usable,data [101] yankee,candle [101] yes,yankee [100] altenberglee,datadrivenmd [3] andy_felz,datadrivenmd [2] here's,conference [2] covid,19 Top Word Pairs in Tweet in G5:
[32] workshop,data [28] data,wellbeing [28] wellbeing,vulnerable [16] accepted,icwsm [14] research,involve [14] upon,#humanitarian [14] #vulnerable,populations [14] touching,upon [14] populations,touching [14] join,martonkarsai Top Word Pairs in Tweet in G6:
[18] social,media [15] icwsm,2023 [15] social,graph [14] mediate,workshop [13] icwsm,june [12] workshop,hosted [12] hosted,aaai [12] 2023,icwsm [12] aaai,icwsm [12] fourth,mediate Top Word Pairs in Tweet in G7:
[23] 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 G8:
[43] story,audience [43] capture,paper [43] unexpectedly,go [43] go,viral [43] viral,starts [43] audience,capture [43] whole,sad [43] paper,someone [43] someone,unexpectedly [43] starts,more Top Word Pairs in Tweet in G9:
[24] social,good [21] computing,social [21] recruiting,ph [21] lab,ucsd [21] student,interested [21] working,cutting [21] good,lab [21] ph,student [21] ucsd,recruiting [21] interested,working Top Word Pairs in Tweet in G10:
[25] social,media [7] accepted,icwsm [5] paper,chance [5] happy,share [5] 輪読会を開催することとなりました,初回は最近science誌に乗った [5] 弱い紐帯,の因果についての論文と [5] share,paper [5] 2021,発表者 [5] impacts,social [5] media,research 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: