The graph represents a network of 1,254 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, 10 July 2022 at 00:44 UTC.
The requested start date was Sunday, 10 July 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 128-day, 20-hour, 12-minute period from Tuesday, 01 March 2022 at 04:02 UTC to Friday, 08 July 2022 at 00:14 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 : 1254
Unique Edges : 2190
Edges With Duplicates : 4386
Total Edges : 6576
Number of Edge Types : 5
Retweet : 1433
MentionsInRetweet : 3076
Replies to : 265
Tweet : 206
Mentions : 1596
Self-Loops : 213
Reciprocated Vertex Pair Ratio : 0.113411619283066
Reciprocated Edge Ratio : 0.203719122953095
Connected Components : 71
Single-Vertex Connected Components : 38
Maximum Vertices in a Connected Component : 1120
Maximum Edges in a Connected Component : 6403
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.254473
Graph Density : 0.00229306124631029
Modularity : 0.35466
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,254 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, 10 July 2022 at 00:44 UTC.
The requested start date was Sunday, 10 July 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 128-day, 20-hour, 12-minute period from Tuesday, 01 March 2022 at 04:02 UTC to Friday, 08 July 2022 at 00:14 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:
[184] social,media [98] icwsm,2022 [75] accepted,icwsm [63] workshop,icwsm [59] icwsm,paper [52] twitter,deletions [47] presented,icwsm [45] christorreslugo,manitapote [45] manitapote,acnwala [45] language,models Top Word Pairs in Tweet in G1:
[51] social,media [40] reddit,moderators [36] provide,reddit [36] moderators,provide [35] much,free [35] free,labor [35] labor,reddit [35] reddit,year [35] year,characteristics [35] characteristics,labor Top Word Pairs in Tweet in G2:
[60] icwsm,2022 [52] social,media [24] icwsm,22 [24] alice,oh [23] oh,aliceoh [22] keynote,speaker [20] chris,bail [19] attend,icwsm [19] workshop,data [18] computational,social Top Word Pairs in Tweet in G3:
[27] accepted,icwsm [16] icwsm,#icwsm22 [14] arora__udit,asmitks [14] asmitks,samroadiee [14] samroadiee,aryaveersingh07 [13] socinfo,2022 [13] 2022,deadline [13] deadline,wks [13] wks,#socinfo2022 [13] #socinfo2022,socinfo22 Top Word Pairs in Tweet in G4:
[48] twitter,deletions [42] christorreslugo,manitapote [42] manitapote,acnwala [40] manipulating,twitter [36] deletions,osome [36] osome,paper [36] paper,christorreslugo [36] acnwala,presented [35] workshop,icwsm [35] osome_iu,manipulating Top Word Pairs in Tweet in G5:
[21] deadline,31 [15] phd,student [15] student,position [15] position,data [15] data,science [15] science,analysis [15] analysis,online [15] online,communication [15] communication,uuinfolab [15] uuinfolab,uppsala_uni 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:
[5] icwsm,2022 [5] social,media [3] comment,accepted [3] international,aaai [3] aaai,conference [3] conference,web [3] web,social [3] ãƒ,ム[3] offensive,content [2] international,conference Top Word Pairs in Tweet in G8:
[36] time,behavior [36] behavior,nudges [36] nudges,work [35] codinghorror,time Top Word Pairs in Tweet in G9:
[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 Word Pairs in Tweet in G10:
[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 Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G6:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: