The graph represents a network of 1,103 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, 18 September 2022 at 00:43 UTC.
The requested start date was Sunday, 18 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 106-day, 3-hour, 32-minute period from Wednesday, 01 June 2022 at 09:28 UTC to Thursday, 15 September 2022 at 13:00 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 : 1103
Unique Edges : 1641
Edges With Duplicates : 3079
Total Edges : 4720
Number of Edge Types : 5
Retweet : 1041
MentionsInRetweet : 2181
Mentions : 1130
Replies to : 199
Tweet : 169
Self-Loops : 176
Reciprocated Vertex Pair Ratio : 0.114168377823409
Reciprocated Edge Ratio : 0.204939181717656
Connected Components : 78
Single-Vertex Connected Components : 35
Maximum Vertices in a Connected Component : 881
Maximum Edges in a Connected Component : 4385
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.486241
Graph Density : 0.00223199227317677
Modularity : 0.37731
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,103 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, 18 September 2022 at 00:43 UTC.
The requested start date was Sunday, 18 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 106-day, 3-hour, 32-minute period from Wednesday, 01 June 2022 at 09:28 UTC to Thursday, 15 September 2022 at 13:00 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,2023 [53] icwsm,2022 [51] icwsm,paper [46] paper,icwsm [40] reddit,moderators [39] accepted,icwsm [38] presenting,work [37] time,behavior [37] behavior,nudges Top Word Pairs in Tweet in G1:
[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 G2:
[34] social,media [29] icwsm,2023 [27] icwsm,2022 [18] accepted,icwsm [16] attend,icwsm [16] general,chair [15] icwsm,week [15] english,llms [15] happy,announce [14] icwsm,#icwsm2022 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:
[36] time,behavior [36] behavior,nudges [36] nudges,work [35] codinghorror,time Top Word Pairs in Tweet in G6:
[12] ãƒ,ム[5] social,media [3] offensive,content [3] conference,web [3] web,social [3] icwsm,2023 [2] icwsm,2022 [2] covid,19 [2] reconsidering,tweets [2] tweets,intervening Top Word Pairs in Tweet in G7:
[19] local,news [18] coverage,engagement [17] today's,day [17] day,presenting [17] presenting,paper [17] paper,understanding [17] understanding,local [17] news,social [17] social,coverage [17] engagement,scale Top Word Pairs in Tweet in G8:
[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 Word Pairs in Tweet in G9:
[31] whole,sad [31] sad,story [31] story,audience [31] audience,capture [31] capture,paper [31] paper,someone [31] someone,unexpectedly [31] unexpectedly,go [31] go,viral [31] viral,starts Top Word Pairs in Tweet in G10:
[8] mageed,e_nagoudi [7] best,paper [7] paper,#neatclass [7] #neatclass,icwsm [7] icwsm,thanks [7] thanks,organizers [6] group,participating [6] participating,icwsm [6] icwsm,multiple [6] multiple,dimensions Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: