The graph represents a network of 934 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, 13 June 2021 at 00:29 UTC.
The requested start date was Sunday, 13 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 71-day, 22-hour, 49-minute period from Thursday, 01 April 2021 at 01:33 UTC to Saturday, 12 June 2021 at 00:22 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 : 934
Unique Edges : 1327
Edges With Duplicates : 4262
Total Edges : 5589
Number of Edge Types : 5
Retweet : 1426
MentionsInRetweet : 2617
Mentions : 1144
Replies to : 206
Tweet : 196
Self-Loops : 204
Reciprocated Vertex Pair Ratio : 0.116593886462882
Reciprocated Edge Ratio : 0.208838482596793
Connected Components : 34
Single-Vertex Connected Components : 14
Maximum Vertices in a Connected Component : 860
Maximum Edges in a Connected Component : 5519
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.872384
Graph Density : 0.00293428442247269
Modularity : 0.274109
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 934 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, 13 June 2021 at 00:29 UTC.
The requested start date was Sunday, 13 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 71-day, 22-hour, 49-minute period from Thursday, 01 April 2021 at 01:33 UTC to Saturday, 12 June 2021 at 00:22 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:
[256] icwsm,2021 [169] social,media [169] ø,ø [122] ø,ù [114] ù,ø [85] looking,forward [73] icwsm,21 [72] icwsm,workshop [71] î,î [62] winner,icwsm Top Word Pairs in Tweet in G1:
[75] ø,ø [74] icwsm,2021 [53] ø,ù [51] icwsm,workshop [47] ù,ø [43] icwsm,21 [43] î,î [42] workshop,icwsm [40] workshop,data [39] emoji2021,workshop Top Word Pairs in Tweet in G2:
[101] icwsm,2021 [94] ø,ø [69] ø,ù [67] ù,ø [65] social,media [39] adamic,glance [38] researcher,award [36] icwsm,adamic [35] looking,forward [33] understanding,use Top Word Pairs in Tweet in G3:
[34] social,media [30] icwsm,#icwsm2021 [24] #icwsm2021,icwsm [21] #cysoc2021,icwsm [20] political,polarization [18] proud,latest [18] latest,paper [18] paper,uncovering [18] uncovering,coordinated [18] coordinated,networks Top Word Pairs in Tweet in G4:
[14] tracking,indian [14] news,websites [12] indian,partisan [12] partisan,news [11] indian,news [10] icwsm,2021 [9] happy,work [9] work,online [9] online,tracking [9] websites,found Top Word Pairs in Tweet in G5:
[26] icwsm,2021 [19] work,cerenbudak [18] fake,news [17] news,sites [14] 2021,scholarships [14] scholarships,underrepresented [14] underrepresented,groups [14] groups,regions [14] regions,student [14] student,volunteer Top Word Pairs in Tweet in G6:
[11] talk,snchancellor [11] human,centered [11] centered,machine [11] machine,learning [10] happening,today [9] super,excited [9] excited,keynote [9] keynote,talk [9] snchancellor,umncomputersci [9] umncomputersci,human Top Word Pairs in Tweet in G7:
[10] social,media [9] media,research [6] looking,forward [6] forward,icwsm [6] icwsm,tutorial [6] tutorial,tomorrow [6] tomorrow,engaging [6] engaging,ethics [6] ethics,'public' [6] 'public',data Top Word Pairs in Tweet in G8:
[7] paper,award [5] group,video [4] jure,congrats [4] congrats,cervisiarius [4] cervisiarius,icwsm2021 [4] icwsm2021,best [4] best,paper [4] video,conversations [4] #icwsm21,paper [4] excited,keynote Top Word Pairs in Tweet in G9:
[11] mitigation,beyond [11] icwsm,2021 [10] hate,speech [6] speech,mitigation [6] beyond,upcoming [6] upcoming,icwsm [5] going,give [5] give,tutorial [5] tutorial,hate [5] 2021,tutorial Top Word Pairs in Tweet in G10:
[7] icwsm,2021 [7] icwsm,papers [6] deadline,approaching [6] approaching,thought [6] thought,worth [6] worth,discussing [6] discussing,types [6] types,icwsm [6] papers,icwsm [6] icwsm,#icwsm 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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