The graph represents a network of 336 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, 05 December 2021 at 01:32 UTC.
The requested start date was Sunday, 05 December 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 91-day, 4-hour, 28-minute period from Friday, 03 September 2021 at 19:50 UTC to Saturday, 04 December 2021 at 00:18 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 : 336
Unique Edges : 483
Edges With Duplicates : 513
Total Edges : 996
Number of Edge Types : 5
Mentions : 270
Tweet : 27
Retweet : 208
MentionsInRetweet : 433
Replies to : 58
Self-Loops : 28
Reciprocated Vertex Pair Ratio : 0.0568356374807988
Reciprocated Edge Ratio : 0.107558139534884
Connected Components : 25
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 289
Maximum Edges in a Connected Component : 952
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.100377
Graph Density : 0.00611229566453447
Modularity : 0.454977
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 336 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, 05 December 2021 at 01:32 UTC.
The requested start date was Sunday, 05 December 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 91-day, 4-hour, 28-minute period from Friday, 03 September 2021 at 19:50 UTC to Saturday, 04 December 2021 at 00:18 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:
[68] icwsm,2022 [52] spotify,publishes [52] publishes,coolest [52] coolest,research [52] research,facts [52] facts,paper [52] paper,everyone [52] everyone,listens [52] listens,music [52] music,released Top Word Pairs in Tweet in G1:
[52] spotify,publishes [52] publishes,coolest [52] coolest,research [52] research,facts [52] facts,paper [52] paper,everyone [52] everyone,listens [52] listens,music [52] music,released [51] yiqinfu,spotify Top Word Pairs in Tweet in G2:
[29] icwsm,2022 [12] happy,announce [11] announce,icwsm [11] september,15 [11] 15,2021 [10] 2022,call [10] open,please [10] please,welcome [10] welcome,2022 [10] paper,submission Top Word Pairs in Tweet in G3:
[28] icwsm,2022 [14] september,15 [14] icwsm,happy [14] happy,announce [14] announce,icwsm [14] diyi_yang,yelenamejova [11] icwsm,icwsm [11] 2022,program [11] program,committee [11] committee,chairs Top Word Pairs in Tweet in G4:
[21] icwsm,paper [20] latest,icwsm [20] paper,kwstantinos90 [20] kwstantinos90,bunch [20] bunch,set [20] set,characterize [20] characterize,detect [20] detect,pseudoscientific [20] pseudoscientific,misinformation [19] msirivia,latest Top Word Pairs in Tweet in G5:
[16] accepted,icwsm [13] icwsm,together [10] francescobonchi,paper [10] effect,people [10] people,recommenders [10] recommenders,echo [10] echo,chambers [10] chambers,polarization [9] exposure,inequality [9] long,term Top Word Pairs in Tweet in G6:
[8] icwsm,mpi_sws [7] appear,icwsm [7] mpi_sws,intern [7] intern,brownuniversity [7] brownuniversity,ugrad [7] ugrad,hannaaa_b's [7] hannaaa_b's,paper [7] paper,community [7] community,under [7] under,surveillance Top Word Pairs in Tweet in G7:
[8] explainable,ml [5] paper,explainable [5] ml,based [5] based,twitter [5] twitter,bot [5] bot,detection [5] detection,accepted [5] accepted,realaaai [5] realaaai,sponsored [5] sponsored,icwsm Top Word Pairs in Tweet in G8:
[10] local,news [10] news,outlets [10] outlets,covered [10] covered,covid [8] benjamindhorne,_jon_green [8] _jon_green,wihbey [8] wihbey,paper [8] paper,icwsm [8] icwsm,looking [8] looking,local Top Word Pairs in Tweet in G9:
[5] blackmarket,network [4] hridaydutta123,ocean_drifters [4] 1st,phd [4] phd,student [4] student,hridaydutta123 [4] hridaydutta123,defended [4] defended,thesis [4] thesis,stellar [4] stellar,work [4] work,blackmarket Top Word Pairs in Tweet in G10:
[5] walid_magdy,kaniea [4] dilarakkl,walid_magdy [4] kaniea,icwsm [3] really,happy [3] happy,announce [3] announce,paper [3] paper,authentication [3] authentication,question [3] question,public [3] public,social Top Replied-To in Entire Graph:
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 G8:
Top Replied-To in G10:
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 Mentioned in G10:
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: