The graph represents a network of 1,074 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, 28 August 2022 at 00:43 UTC.
The requested start date was Sunday, 28 August 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, 1-hour, 51-minute period from Sunday, 01 May 2022 at 00:46 UTC to Friday, 26 August 2022 at 02:37 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 : 1074
Unique Edges : 1795
Edges With Duplicates : 3295
Total Edges : 5090
Number of Edge Types : 5
Retweet : 1094
MentionsInRetweet : 2388
Replies to : 207
Mentions : 1220
Tweet : 181
Self-Loops : 187
Reciprocated Vertex Pair Ratio : 0.117103235747304
Reciprocated Edge Ratio : 0.209655172413793
Connected Components : 74
Single-Vertex Connected Components : 37
Maximum Vertices in a Connected Component : 931
Maximum Edges in a Connected Component : 4917
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.421815
Graph Density : 0.00251648296341034
Modularity : 0.35869
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,074 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, 28 August 2022 at 00:43 UTC.
The requested start date was Sunday, 28 August 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, 1-hour, 51-minute period from Sunday, 01 May 2022 at 00:46 UTC to Friday, 26 August 2022 at 02:37 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:
[96] social,media [85] icwsm,2022 [56] icwsm,paper [47] paper,icwsm [42] icwsm,2023 [42] accepted,icwsm [40] reddit,moderators [38] presenting,work [37] time,behavior [37] behavior,nudges Top Word Pairs in Tweet in G1:
[25] social,media [24] icwsm,paper [18] paper,icwsm [17] manoelribeiro,latest [17] latest,icwsm [17] paper,study [17] study,proactive [17] proactive,moderation [17] moderation,impacts [17] impacts,groups Top Word Pairs in Tweet in G2:
[37] reddit,moderators [35] icwsm,2022 [34] much,free [34] free,labor [34] labor,reddit [34] moderators,provide [34] provide,reddit [34] reddit,year [34] year,characteristics [34] characteristics,labor Top Word Pairs in Tweet in G3:
[28] paper,understanding [24] local,news [22] presenting,paper [21] coverage,engagement [20] today's,day [20] day,presenting [20] understanding,local [20] news,social [20] social,coverage [20] engagement,scale Top Word Pairs in Tweet in G4:
[15] socinfo,2022 [15] 2022,deadline [15] deadline,wks [15] wks,#socinfo2022 [15] #socinfo2022,socinfo22 [15] socinfo22,international [15] international,conference [15] conference,social [15] social,informatics [15] informatics,oct Top Word Pairs in Tweet in G5:
[26] #icwsm,icwsm [25] osome_iu,#icwsm [18] #cysoc2022,workshop [15] twitter,deletions [14] christorreslugo,yang3kc [13] paper,icwsm [12] âš,âš [11] âš,we've [11] lined,#cysoc2022 [11] workshop,icwsm Top Word Pairs in Tweet in G6:
[13] alice,oh [13] oh,aliceoh [12] non,english [12] english,llms [11] icwsm,second [11] second,keynote [11] keynote,speaker [11] speaker,alice [11] aliceoh,speak [11] speak,importance Top Word Pairs in Tweet in G7:
[10] first,peer [10] peer,reviewed [9] news,media [9] reviewed,outcome [9] outcome,research [9] research,project [9] project,accepted [9] accepted,icwsm'22 [9] icwsm'22,andrei_rizoiu [9] andrei_rizoiu,ameliajohns13 Top Word Pairs in Tweet in G8:
[4] social,media [3] offensive,content [2] candle,reviews [2] reconsidering,tweets [2] tweets,intervening [2] intervening,during [2] during,tweet [2] tweet,creation [2] creation,decreases [2] decreases,offensive Top Word Pairs in Tweet in G9:
[36] time,behavior [36] behavior,nudges [36] nudges,work [35] codinghorror,time Top Word Pairs in Tweet in G10:
[27] social,good [24] computing,social [24] good,lab [24] lab,ucsd [24] ucsd,recruiting [24] recruiting,ph [24] ph,student [24] student,interested [24] interested,working [24] working,cutting Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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