The graph represents a network of 1,057 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, 11 September 2022 at 00:44 UTC.
The requested start date was Sunday, 11 September 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 99-day, 12-hour, 44-minute period from Wednesday, 01 June 2022 at 09:28 UTC to Thursday, 08 September 2022 at 22:12 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 : 1057
Unique Edges : 1631
Edges With Duplicates : 2988
Total Edges : 4619
Number of Edge Types : 5
Retweet : 996
MentionsInRetweet : 2136
Mentions : 1129
Tweet : 161
Replies to : 197
Self-Loops : 167
Reciprocated Vertex Pair Ratio : 0.11543287327478
Reciprocated Edge Ratio : 0.206974128233971
Connected Components : 73
Single-Vertex Connected Components : 33
Maximum Vertices in a Connected Component : 872
Maximum Edges in a Connected Component : 4354
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.464084
Graph Density : 0.00238937387116195
Modularity : 0.375276
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,057 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, 11 September 2022 at 00:44 UTC.
The requested start date was Sunday, 11 September 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 99-day, 12-hour, 44-minute period from Wednesday, 01 June 2022 at 09:28 UTC to Thursday, 08 September 2022 at 22:12 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:
[97] social,media [53] icwsm,2022 [51] icwsm,paper [50] icwsm,2023 [45] paper,icwsm [40] reddit,moderators [39] accepted,icwsm [38] presenting,work [37] time,behavior [37] behavior,nudges Top Word Pairs in Tweet in G1:
[31] social,media [26] icwsm,2022 [23] icwsm,paper [19] manoelribeiro,latest [19] latest,icwsm [19] paper,study [19] study,proactive [19] proactive,moderation [19] moderation,impacts [19] impacts,groups Top Word Pairs in Tweet in G2:
[40] reddit,moderators [35] much,free [35] free,labor [35] labor,reddit [35] moderators,provide [35] provide,reddit [35] reddit,year [35] year,characteristics [35] characteristics,labor [34] hanlinliii,much Top Word Pairs in Tweet in G3:
[27] #icwsm,icwsm [25] osome_iu,#icwsm [14] christorreslugo,yang3kc [13] paper,icwsm [12] twitter,deletions [11] echo,chambers [10] osome,team [10] yang3kc,osome_iu [9] christorreslugo,explaining [9] explaining,elon Top Word Pairs in Tweet in G4:
[10] presenting,work [10] work,co [10] co,authored [9] global,south [7] jasonnurse,icwsm [7] world,connected [7] connected,means [7] means,flat [7] flat,opportunities [7] opportunities,barriers Top Word Pairs in Tweet in G5:
[23] presenting,paper [19] local,news [18] coverage,engagement [17] today's,day [17] day,presenting [17] paper,understanding [17] understanding,local [17] news,social [17] social,coverage [17] engagement,scale Top Word Pairs in Tweet in G6:
[12] english,llms [11] ad,hominem [9] icwsm,2023 [9] non,english [8] paper,accepted [7] recognition,systems [7] happy,announce [7] announce,paper [7] accepted,icwsm [7] 2023,verma22gaurav Top Word Pairs in Tweet in G7:
[36] time,behavior [36] behavior,nudges [36] nudges,work [35] codinghorror,time Top Word Pairs in Tweet in G8:
[10] happy,announce [10] announce,paper [10] paper,understanding [10] understanding,detecting [10] detecting,hateful [10] hateful,content [10] content,using [10] using,contrastive [10] contrastive,learning [10] learning,accepted Top Word Pairs in Tweet in G9:
[12] ãƒ,ム[5] social,media [3] offensive,content [3] conference,web [3] web,social [3] icwsm,2023 [2] icwsm,2022 [2] reconsidering,tweets [2] tweets,intervening [2] intervening,during Top Word Pairs in Tweet in G10:
[28] social,good [25] computing,social [25] good,lab [25] lab,ucsd [25] ucsd,recruiting [25] recruiting,ph [25] ph,student [25] student,interested [25] interested,working [25] working,cutting Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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