The graph represents a network of 1,062 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, 12 June 2022 at 00:43 UTC.
The requested start date was Sunday, 12 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 101-day, 3-hour, 15-minute period from Tuesday, 01 March 2022 at 04:02 UTC to Friday, 10 June 2022 at 07:17 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 : 1062
Unique Edges : 1974
Edges With Duplicates : 3978
Total Edges : 5952
Number of Edge Types : 5
Replies to : 229
Mentions : 1451
MentionsInRetweet : 2823
Retweet : 1278
Tweet : 171
Self-Loops : 178
Reciprocated Vertex Pair Ratio : 0.115424252834078
Reciprocated Edge Ratio : 0.206960271019403
Connected Components : 44
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 979
Maximum Edges in a Connected Component : 5845
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.993926
Graph Density : 0.00288165767646271
Modularity : 0.341253
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,062 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, 12 June 2022 at 00:43 UTC.
The requested start date was Sunday, 12 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 101-day, 3-hour, 15-minute period from Tuesday, 01 March 2022 at 04:02 UTC to Friday, 10 June 2022 at 07:17 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:
[176] social,media [94] icwsm,2022 [74] accepted,icwsm [63] workshop,icwsm [56] icwsm,paper [52] twitter,deletions [47] presented,icwsm [45] christorreslugo,manitapote [45] manitapote,acnwala [45] language,models Top Word Pairs in Tweet in G1:
[60] icwsm,2022 [48] social,media [28] icwsm,paper [26] alice,oh [24] oh,aliceoh [23] keynote,speaker [20] workshop,data [19] chris,bail [19] second,keynote [19] speaker,alice Top Word Pairs in Tweet in G2:
[43] social,media [38] reddit,moderators [36] moderators,provide [36] provide,reddit [35] much,free [35] free,labor [35] labor,reddit [35] reddit,year [35] year,characteristics [35] characteristics,labor Top Word Pairs in Tweet in G3:
[51] twitter,deletions [45] christorreslugo,manitapote [45] manitapote,acnwala [43] manipulating,twitter [41] workshop,icwsm [39] deletions,osome [39] osome,paper [39] paper,christorreslugo [39] acnwala,presented [38] osome_iu,manipulating Top Word Pairs in Tweet in G4:
[14] arora__udit,asmitks [14] asmitks,samroadiee [14] samroadiee,aryaveersingh07 [13] icwsm,ratnrajiv [13] ratnrajiv,ponguru [13] ponguru,arora__udit [7] 100,000 [7] deadconfetti,icwsm [6] global,south [6] presenting,work Top Word Pairs in Tweet in G5:
[16] social,graph [8] web,weave [8] weave,untangling [8] untangling,social [8] excited,work [8] work,characterising [8] characterising,social [8] graph,internet [8] internet,standardisation [8] standardisation,community Top Word Pairs in Tweet in G6:
[16] social,media [16] media,emergency [15] workshop,social [12] emergency,response [9] organizing,workshop [7] response,sommer [7] icwsm,#icwsm22 [6] great,workshop [6] workshop,ai [6] ai,social Top Word Pairs in Tweet in G7:
[26] social,good [23] computing,social [23] good,lab [23] lab,ucsd [23] ucsd,recruiting [23] recruiting,ph [23] ph,student [23] student,interested [23] interested,working [23] working,cutting Top Word Pairs in Tweet in G8:
[19] paper,contribution [19] contribution,lyrics [14] shahrzad_naseri,paper [11] collaborative,understanding [11] understanding,mood [10] lyrics,acoustics [10] acoustics,collaborative [9] congratulations,former [9] former,spotifyresearch [9] spotifyresearch,intern Top Word Pairs in Tweet in G9:
[13] text,classification [13] classification,systems [13] systems,social [9] social,media [9] novel,evaluation [9] evaluation,approaches [8] mageed,e_nagoudi [8] extended,deadline [8] deadline,workshop [8] workshop,novel Top Word Pairs in Tweet in G10:
[11] paulareyero1,excited [9] excited,attend [9] attend,contribute [9] contribute,discussion [9] discussion,novel [9] novel,evaluation [9] evaluation,approaches [9] approaches,icwsm [8] icwsm,#neatcla [7] recognition,systems Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
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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 Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
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Top Tweeters in G9:
Top Tweeters in G10: