The graph represents a network of 479 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, 06 June 2021 at 00:29 UTC.
The requested start date was Sunday, 06 June 2021 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 63-day, 7-hour, 5-minute period from Thursday, 01 April 2021 at 01:33 UTC to Thursday, 03 June 2021 at 08:38 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 : 479
Unique Edges : 594
Edges With Duplicates : 1805
Total Edges : 2399
Number of Edge Types : 5
Replies to : 87
Mentions : 443
Retweet : 635
MentionsInRetweet : 1137
Tweet : 97
Self-Loops : 101
Reciprocated Vertex Pair Ratio : 0.1103515625
Reciprocated Edge Ratio : 0.198768689533861
Connected Components : 29
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 413
Maximum Edges in a Connected Component : 2338
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.825699
Graph Density : 0.00496588953625492
Modularity : 0.293042
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 479 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, 06 June 2021 at 00:29 UTC.
The requested start date was Sunday, 06 June 2021 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 63-day, 7-hour, 5-minute period from Thursday, 01 April 2021 at 01:33 UTC to Thursday, 03 June 2021 at 08:38 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:
[224] icwsm,2021 [169] ø,ø [122] ø,ù [114] ù,ø [71] î,î [57] ù,ù [51] data,challenge [50] underrepresented,groups [48] interested,#datascience [48] #datascience,improve Top Word Pairs in Tweet in G1:
[75] ø,ø [66] icwsm,2021 [53] ø,ù [47] ù,ø [43] î,î [41] interested,#datascience [41] #datascience,improve [27] attending,icwsm [26] considering,attending [26] icwsm,interested Top Word Pairs in Tweet in G2:
[96] icwsm,2021 [94] ø,ø [69] ø,ù [67] ù,ø [32] ù,ù [29] data,challenge [28] young,researcher [28] researcher,award [28] î,î [26] adamic,glance Top Word Pairs in Tweet in G3:
[23] icwsm,2021 [19] scholarships,underrepresented [19] underrepresented,groups [19] student,volunteer [18] 2021,scholarships [18] groups,regions [18] regions,student [18] volunteer,opportunities [18] opportunities,live [18] live,please Top Word Pairs in Tweet in G4:
[15] tracking,indian [15] news,websites [12] indian,news [12] indian,partisan [12] partisan,news [9] happy,work [9] work,online [9] online,tracking [9] websites,found [9] found,home Top Word Pairs in Tweet in G5:
[15] #cysoc2021,icwsm [12] ugurkursuncu,#cysoc2021 [7] icwsm,featuring [7] featuring,exciting [7] exciting,panel [7] panel,role [7] role,ai [7] ai,countering [7] countering,#cybersocialthreats [7] #cybersocialthreats,joan Top Word Pairs in Tweet in G6:
[7] limited,number [7] number,free [7] free,student [7] student,registration [7] registration,vouchers [7] vouchers,emoji2021 [7] emoji2021,icwsm [7] icwsm,workshop [7] workshop,student [7] student,working Top Word Pairs in Tweet in G7:
[9] icwsm,2021 [7] hate,speech [7] mitigation,beyond [6] speech,mitigation [6] beyond,upcoming [6] upcoming,icwsm [4] going,give [4] give,tutorial [4] tutorial,hate [4] 2021,tutorial Top Word Pairs in Tweet in G8:
[12] icwsm,2021 [6] list,accepted [6] accepted,papers [6] papers,icwsm [6] 2021,available [6] available,already [6] already,looking [6] looking,forward [6] forward,conference [5] words_life,list Top Word Pairs in Tweet in G9:
[3] icwsm,2021 [3] social,media [2] international,conference [2] conference,web [2] web,social Top Word Pairs in Tweet in G10:
[4] thrilled,serving [4] serving,favorite [4] favorite,community [4] community,awesome [4] awesome,interdisciplinary [4] interdisciplinary,work [4] work,icwsm [4] icwsm,perfect [4] perfect,venue [3] nekozzang,thrilled Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: