The graph represents a network of 740 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, 22 May 2022 at 00:42 UTC.
The requested start date was Sunday, 22 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 106-day, 23-hour, 55-minute period from Tuesday, 01 February 2022 at 12:04 UTC to Thursday, 19 May 2022 at 12:00 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 : 740
Unique Edges : 1165
Edges With Duplicates : 2053
Total Edges : 3218
Number of Edge Types : 5
Tweet : 97
Retweet : 727
MentionsInRetweet : 1473
Mentions : 784
Replies to : 137
Self-Loops : 99
Reciprocated Vertex Pair Ratio : 0.0814426992437464
Reciprocated Edge Ratio : 0.150618612157074
Connected Components : 42
Single-Vertex Connected Components : 22
Maximum Vertices in a Connected Component : 631
Maximum Edges in a Connected Component : 3056
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.06795
Graph Density : 0.00339940752660644
Modularity : 0.388562
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 740 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, 22 May 2022 at 00:42 UTC.
The requested start date was Sunday, 22 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 106-day, 23-hour, 55-minute period from Tuesday, 01 February 2022 at 12:04 UTC to Thursday, 19 May 2022 at 12:00 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 [82] accepted,icwsm [67] icwsm,2022 [46] excited,announce [43] workshop,icwsm [41] christorreslugo,manitapote [41] manitapote,acnwala [39] manipulating,twitter [39] twitter,deletions [39] deletions,osome Top Word Pairs in Tweet in G1:
[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 G2:
[35] excited,announce [32] data,challenge [31] icwsm,2022 [31] workshop,icwsm [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 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:
[38] social,media [36] curious,large [36] large,language [36] language,models [36] models,bert [36] bert,haven't [36] haven't,tried [36] tried,using [36] using,working [36] 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:
[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 G8:
[15] zorzalerrante,felipebravom [14] icwsm,hsarmien [14] hsarmien,zorzalerrante [13] bpoblete,icwsm [9] very,happy [9] happy,full [9] full,paper [9] paper,accepted [9] accepted,icwsm [9] icwsm,2019 Top Word Pairs in Tweet in G9:
[10] 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 G10:
[8] ãƒ,ム[7] icwsm,2022 [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 Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: