The graph represents a network of 761 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, 29 May 2022 at 00:42 UTC.
The requested start date was Sunday, 29 May 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 113-day, 23-hour, 59-minute period from Tuesday, 01 February 2022 at 12:04 UTC to Thursday, 26 May 2022 at 12:03 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 : 761
Unique Edges : 1198
Edges With Duplicates : 2110
Total Edges : 3308
Number of Edge Types : 5
Retweet : 742
MentionsInRetweet : 1511
Tweet : 104
Mentions : 809
Replies to : 142
Self-Loops : 106
Reciprocated Vertex Pair Ratio : 0.0808823529411765
Reciprocated Edge Ratio : 0.149659863945578
Connected Components : 46
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 645
Maximum Edges in a Connected Component : 3138
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.069285
Graph Density : 0.00330417041289162
Modularity : 0.390597
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 761 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, 29 May 2022 at 00:42 UTC.
The requested start date was Sunday, 29 May 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 113-day, 23-hour, 59-minute period from Tuesday, 01 February 2022 at 12:04 UTC to Thursday, 26 May 2022 at 12:03 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:
[122] social,media [83] accepted,icwsm [70] icwsm,2022 [46] excited,announce [43] workshop,icwsm [42] language,models [41] christorreslugo,manitapote [41] manitapote,acnwala [40] large,language [40] models,bert Top Word Pairs in Tweet in G1:
[37] icwsm,2022 [36] workshop,icwsm [35] excited,announce [32] data,challenge [31] year's,icwsm [31] icwsm,data [31] health,related [27] mad_astronaut,eshwar_chan [26] announce,along [26] along,mad_astronaut Top Word Pairs in Tweet in G2:
[36] acm_cscw,icwsm [36] icwsm,acm_chi [30] papers,accepted [28] 2019,papers [28] accepted,top [28] top,css [28] css,conf [28] conf,acm_cscw [28] acm_chi,below [28] below,snapshot Top Word Pairs in Tweet in G3:
[27] accepted,icwsm [15] icwsm,#icwsm22 [11] feedkoko,hello [9] illegaldaydream,gruppimauricio [9] gruppimauricio,codybuntain [8] two,datasets [8] datasets,accepted [8] icwsm,first [8] first,illegaldaydream [8] codybuntain,myself Top Word Pairs in Tweet in G4:
[37] social,media [35] curious,large [35] large,language [35] language,models [35] models,bert [35] bert,haven't [35] haven't,tried [35] tried,using [35] using,working [35] working,social Top Word Pairs in Tweet in G5:
[38] christorreslugo,manitapote [38] manitapote,acnwala [36] manipulating,twitter [36] twitter,deletions [36] deletions,osome [36] osome,paper [36] paper,christorreslugo [36] acnwala,presented [35] osome_iu,manipulating [33] presented,icwsm Top Word Pairs in Tweet in G6:
[23] echo,system [22] grey,propaganda [21] put,several [21] several,shorter [21] shorter,papers [21] papers,echo [21] system,state [21] state,grey [21] propaganda,pushing [21] pushing,those Top Word Pairs in Tweet in G7:
[12] icwsm,paper [9] tutorial,proposal [9] proposal,deep [9] deep,learning [9] learning,human [9] human,mobility [9] mobility,accepted [9] accepted,icwsm [9] icwsm,22 [8] 22,see Top Word Pairs in Tweet in G8:
[6] accepted,icwsm [6] icwsm,#icwsm22 [4] ponguru,icwsm [3] shradhasgl,anmgoel [3] ponguru,factdrill [3] factdrill,dataset [3] dataset,accepted [3] #icwsm22,largest [3] largest,collection [3] collection,fact Top Word Pairs in Tweet in G9:
[8] icwsm,2022 [8] ãƒ,ム[6] social,media [4] international,conference [3] media,icwsm [3] comment,accepted [3] 16th,international [3] conference,web [3] web,social [2] conference,water Top Word Pairs in Tweet in G10:
[22] deadline,31 [16] phd,student [16] student,position [16] position,data [16] data,science [16] science,analysis [16] analysis,online [16] online,communication [16] communication,uuinfolab [16] uuinfolab,uppsala_uni 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 Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: