The graph represents a network of 722 Twitter users whose tweets in the requested range contained "icwsm", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 01 May 2022 at 00:42 UTC.
The requested start date was Sunday, 01 May 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 117-day, 5-hour, 43-minute period from Saturday, 01 January 2022 at 08:00 UTC to Thursday, 28 April 2022 at 13:43 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 722
Unique Edges : 1032
Edges With Duplicates : 2012
Total Edges : 3044
Number of Edge Types : 5
Retweet : 696
MentionsInRetweet : 1364
Replies to : 136
Mentions : 728
Tweet : 120
Self-Loops : 122
Reciprocated Vertex Pair Ratio : 0.0790638836179633
Reciprocated Edge Ratio : 0.146541617819461
Connected Components : 44
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 588
Maximum Edges in a Connected Component : 2816
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.057021
Graph Density : 0.00327722730433647
Modularity : 0.379534
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 722 Twitter users whose tweets in the requested range contained "icwsm", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 01 May 2022 at 00:42 UTC.
The requested start date was Sunday, 01 May 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 117-day, 5-hour, 43-minute period from Saturday, 01 January 2022 at 08:00 UTC to Thursday, 28 April 2022 at 13:43 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
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:
[119] social,media [110] days,15 [110] 15,hours [109] days,03 [109] 03,hours [80] accepted,icwsm [55] icwsm,2022 [46] excited,announce [42] workshop,icwsm [39] christorreslugo,manitapote Top Word Pairs in Tweet in G1:
[36] acm_cscw,icwsm [36] icwsm,acm_chi [30] papers,accepted [28] 2019,papers [28] accepted,top [28] top,css [28] css,conf [28] conf,acm_cscw [28] acm_chi,below [28] below,snapshot Top Word Pairs in Tweet in G2:
[25] wellbeing,vulnerable [24] workshop,data [24] data,wellbeing [24] vulnerable,icwsm [21] accepted,icwsm [16] icwsm,submit [16] submit,health [16] health,poverty [15] cfp,workshop [14] feedkoko,hello Top Word Pairs in Tweet in G3:
[34] excited,announce [30] data,challenge [30] workshop,icwsm [29] year's,icwsm [29] icwsm,data [29] health,related [26] mad_astronaut,eshwar_chan [25] announce,along [25] along,mad_astronaut [25] eshwar_chan,year's Top Word Pairs in Tweet in G4:
[16] accepted,icwsm [14] arora__udit,asmitks [14] asmitks,samroadiee [14] samroadiee,aryaveersingh07 [13] icwsm,ratnrajiv [13] ratnrajiv,ponguru [13] ponguru,arora__udit [9] icwsm,#icwsm22 [8] illegaldaydream,gruppimauricio [8] gruppimauricio,codybuntain Top Word Pairs in Tweet in G5:
[34] curious,large [34] large,language [34] language,models [34] models,bert [34] bert,haven't [34] haven't,tried [34] tried,using [34] using,working [34] working,social [34] social,media Top Word Pairs in Tweet in G6:
[36] christorreslugo,manitapote [36] manitapote,acnwala [34] manipulating,twitter [34] twitter,deletions [34] deletions,osome [34] osome,paper [34] paper,christorreslugo [34] acnwala,presented [33] osome_iu,manipulating [31] presented,icwsm Top Word Pairs in Tweet in G7:
[23] echo,system [22] grey,propaganda [21] put,several [21] several,shorter [21] shorter,papers [21] papers,echo [21] system,state [21] state,grey [21] propaganda,pushing [21] pushing,those Top Word Pairs in Tweet in G8:
[6] accepted,icwsm [6] icwsm,#icwsm22 [4] ponguru,icwsm [3] shradhasgl,anmgoel [3] ponguru,factdrill [3] factdrill,dataset [3] dataset,accepted [3] #icwsm22,largest [3] largest,collection [3] collection,fact Top Word Pairs in Tweet in G9:
[24] indian,americans [23] study,shows [23] shows,13 [23] 13,14 [23] 14,those [23] those,indian [23] americans,seeking [23] seeking,matrimonial [23] matrimonial,alliances [23] alliances,websites Top Word Pairs in Tweet in G10:
[110] days,15 [110] 15,hours [109] days,03 [109] 03,hours [28] hours,icwsm [28] hours,icml [28] hours,sigir [26] ijcai,ecai [26] hours,chil [26] hours,naacl 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 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 Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
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Top Tweeters in G9:
Top Tweeters in G10: