The graph represents a network of 628 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, 10 April 2022 at 00:33 UTC.
The requested start date was Sunday, 10 April 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 95-day, 16-hour, 16-minute period from Saturday, 01 January 2022 at 08:00 UTC to Thursday, 07 April 2022 at 00:16 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 : 628
Unique Edges : 939
Edges With Duplicates : 1785
Total Edges : 2724
Number of Edge Types : 5
Retweet : 602
MentionsInRetweet : 1222
Tweet : 103
Mentions : 681
Replies to : 116
Self-Loops : 105
Reciprocated Vertex Pair Ratio : 0.080168776371308
Reciprocated Edge Ratio : 0.1484375
Connected Components : 33
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 514
Maximum Edges in a Connected Component : 2514
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.889686
Graph Density : 0.00390089293877427
Modularity : 0.366821
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 628 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, 10 April 2022 at 00:33 UTC.
The requested start date was Sunday, 10 April 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 95-day, 16-hour, 16-minute period from Saturday, 01 January 2022 at 08:00 UTC to Thursday, 07 April 2022 at 00:16 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:
[110] days,15 [110] 15,hours [109] days,03 [109] 03,hours [79] accepted,icwsm [68] social,media [54] icwsm,2022 [46] excited,announce [42] workshop,icwsm [38] christorreslugo,manitapote Top Word Pairs in Tweet in G1:
[25] wellbeing,vulnerable [24] workshop,data [24] data,wellbeing [24] vulnerable,icwsm [20] accepted,icwsm [16] icwsm,submit [16] submit,health [16] health,poverty [15] cfp,workshop [14] yelenamejova,cfp Top Word Pairs in Tweet in G2:
[15] icwsm,22 [15] accepted,icwsm [12] icwsm,2022 [11] work,#socialmedia [11] #socialmedia,#politics [11] #politics,#manipulation [11] #manipulation,#disinfo [11] #disinfo,#hate [11] #hate,interested [11] interested,visual Top Word Pairs in Tweet in G3:
[36] acm_cscw,icwsm [36] icwsm,acm_chi [29] papers,accepted [28] text,classification [28] classification,systems [28] systems,social [28] 2019,papers [28] accepted,top [28] top,css [28] css,conf Top Word Pairs in Tweet in G4:
[37] christorreslugo,manitapote [37] manitapote,acnwala [35] manipulating,twitter [35] twitter,deletions [35] deletions,osome [35] osome,paper [35] paper,christorreslugo [35] acnwala,presented [34] osome_iu,manipulating [32] presented,icwsm Top Word Pairs in Tweet in G5:
[28] excited,announce [24] data,challenge [23] year's,icwsm [23] icwsm,data [23] health,related [21] mad_astronaut,eshwar_chan [20] announce,along [20] along,mad_astronaut [20] eshwar_chan,year's [20] challenge,theme Top Word Pairs in Tweet in G6:
[15] accepted,icwsm [15] icwsm,#icwsm22 [14] arora__udit,asmitks [14] asmitks,samroadiee [14] samroadiee,aryaveersingh07 [13] icwsm,ratnrajiv [13] ratnrajiv,ponguru [13] ponguru,arora__udit [8] snchancellor,bhecht [8] factdrill,dataset 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:
[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:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: