The graph represents a network of 1,076 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, 16 October 2022 at 00:43 UTC.
The requested start date was Sunday, 16 October 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 105-day, 18-hour, 16-minute period from Friday, 01 July 2022 at 07:20 UTC to Saturday, 15 October 2022 at 01:36 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 : 1076
Unique Edges : 546
Edges With Duplicates : 1953
Total Edges : 2499
Number of Edge Types : 5
Retweet : 915
MentionsInRetweet : 1165
Tweet : 96
Replies to : 80
Mentions : 243
Self-Loops : 99
Reciprocated Vertex Pair Ratio : 0.0193199381761978
Reciprocated Edge Ratio : 0.0379075056861259
Connected Components : 93
Single-Vertex Connected Components : 34
Maximum Vertices in a Connected Component : 729
Maximum Edges in a Connected Component : 1981
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.638898
Graph Density : 0.00114031295928071
Modularity : 0.452785
NodeXL Version : 1.0.1.506
Data Import : The graph represents a network of 1,076 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, 16 October 2022 at 00:43 UTC.
The requested start date was Sunday, 16 October 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 105-day, 18-hour, 16-minute period from Friday, 01 July 2022 at 07:20 UTC to Saturday, 15 October 2022 at 01:36 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:
[324] smell,reviews [305] bayesian,vector [304] vector,autoregression [295] model,developed [295] novel,bayesian [295] test,hypothesis [295] autoregression,model [295] developed,test [295] hypothesis,finding [292] finding,smell Top Word Pairs in Tweet in G1:
[291] vector,autoregression [291] bayesian,vector [290] finding,smell [290] autoregression,model [290] model,developed [290] hypothesis,finding [290] smell,reviews [290] test,hypothesis [290] novel,bayesian [290] developed,test Top Word Pairs in Tweet in G2:
[65] paper,icwsm [58] predict,covid [57] amazon,predict [57] smell',complaints [57] candle,update [57] 'no,smell' [57] december,tweet [57] covid,december [57] update,'no [57] yankee,candle Top Word Pairs in Tweet in G3:
[48] story,audience [48] paper,someone [48] go,viral [48] unexpectedly,go [48] audience,capture [48] capture,paper [48] viral,starts [48] whole,sad [48] starts,more [48] sad,story Top Word Pairs in Tweet in G4:
[11] icwsm,2023 [10] ç,ÿæ [8] happy,announce [7] oral,one [7] 2023,happy [7] accepted,icwsm [7] research,accepted [7] announce,#icwsm [7] one,research [6] km_datasci,oral Top Word Pairs in Tweet in G5:
[23] smell,reviews [23] reviewed,research [23] covid,surges [23] being,tied [23] here's,peer [23] candle,smell [23] peer,reviewed [23] research,exactly [23] surges,here's [23] reviews,being Top Word Pairs in Tweet in G6:
[13] ãƒ,ム[5] social,media [4] web,social [4] conference,web [4] amazon,reviews [3] icwsm,2023 [3] international,aaai [3] detecting,effect [3] covid,anosmia [3] aaai,conference Top Word Pairs in Tweet in G7:
[8] icwsm,deadlines [8] low,key [8] stage,work [8] opportunities,present [8] chi,icwsm [8] work,check [8] key,opportunities [8] over,looking [8] early,stage [8] deadlines,over Top Word Pairs in Tweet in G8:
[26] analyze,service [26] service,providers [26] hate,sites [26] including,hosting [26] misinformation,hate [26] 440,misinformation [26] hosting,platforms [26] platforms,domain [26] providers,power [26] sites,including Top Word Pairs in Tweet in G9:
[16] happy,announce [16] announce,paper [10] hateful,content [9] paper,understanding [9] content,using [9] learning,accepted [9] detecting,hateful [9] contrastive,learning [9] understanding,detecting [9] using,contrastive Top Word Pairs in Tweet in G10:
[2] congrats,ushanri [2] dastidar,tanmoy_chak [2] tanmoy_chak,shadakhtar2309 [2] icwsm,2022 [2] triyasha,ghosh [2] as3eem,triyasha [2] maryam,panahiazar [2] shadakhtar2309,maryam [2] ushanri,as3eem [2] 2022,congrats Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G9:
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 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: