The graph represents a network of 1,033 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, 04 July 2021 at 00:33 UTC.
The requested start date was Sunday, 04 July 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 92-day, 10-hour, 52-minute period from Thursday, 01 April 2021 at 01:33 UTC to Friday, 02 July 2021 at 12:25 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 : 1033
Unique Edges : 1433
Edges With Duplicates : 4465
Total Edges : 5898
Number of Edge Types : 5
Retweet : 1502
MentionsInRetweet : 2724
Tweet : 237
Mentions : 1219
Replies to : 216
Self-Loops : 245
Reciprocated Vertex Pair Ratio : 0.114923522116577
Reciprocated Edge Ratio : 0.206154987022618
Connected Components : 70
Single-Vertex Connected Components : 43
Maximum Vertices in a Connected Component : 913
Maximum Edges in a Connected Component : 5776
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.930729
Graph Density : 0.00252988585965465
Modularity : 0.27806
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,033 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, 04 July 2021 at 00:33 UTC.
The requested start date was Sunday, 04 July 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 92-day, 10-hour, 52-minute period from Thursday, 01 April 2021 at 01:33 UTC to Friday, 02 July 2021 at 12:25 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:
[264] icwsm,2021 [177] social,media [169] ø,ø [122] ø,ù [114] ù,ø [86] looking,forward [78] icwsm,21 [72] icwsm,workshop [71] î,î [67] winner,icwsm Top Word Pairs in Tweet in G1:
[76] icwsm,2021 [75] ø,ø [53] ø,ù [51] icwsm,workshop [47] ù,ø [46] icwsm,21 [44] workshop,icwsm [43] î,î [42] workshop,data [41] emoji2021,workshop Top Word Pairs in Tweet in G2:
[105] icwsm,2021 [94] ø,ø [69] ø,ù [67] ù,ø [64] social,media [39] adamic,glance [38] researcher,award [36] icwsm,adamic [35] keynote,speaker [35] looking,forward Top Word Pairs in Tweet in G3:
[30] icwsm,#icwsm2021 [28] social,media [24] political,polarization [23] polarization,twitter [23] test,time [23] time,award [20] #cysoc2021,icwsm [19] 2011,paper [19] paper,political [19] proud,latest Top Word Pairs in Tweet in G4:
[16] tracking,indian [16] news,websites [13] indian,partisan [13] partisan,news [12] indian,news [11] icwsm,2021 [11] #mediate2021,#icwsm2021 [9] happy,work [9] work,online [9] online,tracking Top Word Pairs in Tweet in G5:
[31] icwsm,2021 [20] work,cerenbudak [20] fake,news [19] news,sites [13] 2021,scholarships [13] scholarships,underrepresented [13] underrepresented,groups [13] groups,regions [13] regions,student [13] student,volunteer Top Word Pairs in Tweet in G6:
[17] bla,claims [17] claims,international [17] international,intervention [17] intervention,release [17] release,three [17] three,hostages [17] hostages,captured [17] captured,balochistan [6] fake,news [5] social,media Top Word Pairs in Tweet in G7:
[23] hate,speech [22] mitigation,beyond [16] tutorial,hate [16] detection,mitigation [15] icwsm,2021 [14] speech,detection [13] best,paper [11] icwsm,released [11] released,recording [11] recording,full Top Word Pairs in Tweet in G8:
[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 G9:
[10] paper,award [7] best,paper [7] jure,congrats [7] verma22gaurav,icwsm [6] icwsm,thanks [6] congrats,cervisiarius [6] cervisiarius,icwsm2021 [6] icwsm2021,best [5] group,video [4] #icwsm21,paper Top Word Pairs in Tweet in G10:
[9] social,media [8] 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 Replied-To in Entire Graph:
Top Replied-To in G1:
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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: