The graph represents a network of 852 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, 05 June 2022 at 00:43 UTC.
The requested start date was Sunday, 05 June 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 121-day, 12-hour, 24-minute period from Tuesday, 01 February 2022 at 12:04 UTC to Friday, 03 June 2022 at 00:28 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 : 852
Unique Edges : 1314
Edges With Duplicates : 2401
Total Edges : 3715
Number of Edge Types : 5
Retweet : 857
MentionsInRetweet : 1725
Tweet : 115
Mentions : 872
Replies to : 146
Self-Loops : 120
Reciprocated Vertex Pair Ratio : 0.0771573604060914
Reciprocated Edge Ratio : 0.143261074458058
Connected Components : 48
Single-Vertex Connected Components : 26
Maximum Vertices in a Connected Component : 732
Maximum Edges in a Connected Component : 3536
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.118915
Graph Density : 0.00292668663764806
Modularity : 0.386896
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 852 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, 05 June 2022 at 00:43 UTC.
The requested start date was Sunday, 05 June 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 121-day, 12-hour, 24-minute period from Tuesday, 01 February 2022 at 12:04 UTC to Friday, 03 June 2022 at 00:28 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:
[123] social,media [83] accepted,icwsm [76] icwsm,2022 [57] icwsm,paper [57] workshop,icwsm [46] excited,announce [42] language,models [41] christorreslugo,manitapote [41] manitapote,acnwala [40] large,language Top Word Pairs in Tweet in G1:
[32] icwsm,2022 [26] accepted,icwsm [25] wellbeing,vulnerable [24] workshop,data [24] data,wellbeing [24] vulnerable,icwsm [18] keynote,speaker [17] social,media [17] icwsm,second [17] second,keynote Top Word Pairs in Tweet in G2:
[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 G3:
[29] moderators,provide [29] provide,reddit [28] much,free [28] free,labor [28] labor,reddit [28] reddit,moderators [28] reddit,year [28] year,characteristics [28] characteristics,labor [27] hanlinliii,much Top Word Pairs in Tweet in G4:
[41] christorreslugo,manitapote [41] manitapote,acnwala [40] workshop,icwsm [39] manipulating,twitter [39] twitter,deletions [39] deletions,osome [39] osome,paper [39] paper,christorreslugo [39] acnwala,presented [38] osome_iu,manipulating 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:
[35] curious,large [35] large,language [35] language,models [35] models,bert [35] bert,haven't [35] haven't,tried [35] tried,using [35] using,working [35] working,social [35] social,media 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:
[8] thrilled,announce [8] announce,#mediate2022 [8] #mediate2022,hosted [8] hosted,international [8] international,aaai [8] aaai,conference [8] conference,web [8] web,social [7] mediateworkshop,thrilled [6] deadline,contributions Top Word Pairs in Tweet in G9:
[13] icwsm,paper [9] tutorial,proposal [9] proposal,deep [9] deep,learning [9] learning,human [9] human,mobility [9] mobility,accepted [9] accepted,icwsm [9] icwsm,22 [8] 22,see Top Word Pairs in Tweet in G10:
[8] icwsm,2022 [8] ãƒ,ム[7] social,media [4] international,conference [3] media,icwsm [3] comment,accepted [3] 16th,international [3] conference,web [3] web,social [2] conference,water 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 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:
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: