The graph represents a network of 1,066 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, 11 December 2022 at 01:43 UTC.
The requested start date was Sunday, 11 December 2022 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 127-day, 21-hour, 49-minute period from Tuesday, 02 August 2022 at 04:06 UTC to Thursday, 08 December 2022 at 01:56 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 : 1066
Unique Edges : 476
Edges With Duplicates : 1962
Total Edges : 2438
Number of Edge Types : 5
Retweet : 946
MentionsInRetweet : 1180
Replies to : 67
Tweet : 107
Mentions : 138
Self-Loops : 111
Reciprocated Vertex Pair Ratio : 0.0163132137030995
Reciprocated Edge Ratio : 0.0321027287319422
Connected Components : 101
Single-Vertex Connected Components : 44
Maximum Vertices in a Connected Component : 828
Maximum Edges in a Connected Component : 2143
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.378795
Graph Density : 0.00109751693399924
Modularity : 0.446317
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,066 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, 11 December 2022 at 01:43 UTC.
The requested start date was Sunday, 11 December 2022 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 127-day, 21-hour, 49-minute period from Tuesday, 02 August 2022 at 04:06 UTC to Thursday, 08 December 2022 at 01:56 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:
[332] smell,reviews [308] bayesian,vector [307] vector,autoregression [296] model,developed [296] hypothesis,finding [296] developed,test [296] autoregression,model [296] test,hypothesis [296] novel,bayesian [293] 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:
[64] predict,covid [63] tweet,paper [63] candle,update [63] amazon,predict [63] covid,december [63] december,tweet [63] 'no,smell' [63] smell',complaints [63] paper,icwsm [63] update,'no Top Word Pairs in Tweet in G3:
[47] story,audience [47] capture,paper [47] unexpectedly,go [47] go,viral [47] viral,starts [47] audience,capture [47] whole,sad [47] paper,someone [47] someone,unexpectedly [47] starts,more Top Word Pairs in Tweet in G4:
[12] ãƒ,ム[7] social,media [5] web,social [5] icwsm,2023 [5] aaai,conference [5] conference,web [4] comment,accepted [4] international,aaai [4] amazon,reviews [3] detecting,effect Top Word Pairs in Tweet in G5:
[14] icwsm,2023 [12] api,accepted [12] twitter,academic [12] update,alert [12] citation,update [12] paper,twitter [12] accepted,icwsm [12] alert,paper [12] academic,api [11] jurgenpfeffer,citation Top Word Pairs in Tweet in G6:
[17] paper,spirals [17] closely,related [17] online,comments [17] spirals,toxicity [17] related,paper [17] toxicity,online [16] brendannyhan,closely [13] one,many [13] paper,misleading [13] scientifically,documented Top Word Pairs in Tweet in G7:
[26] power,440 [26] platforms,domain [26] sites,including [26] 440,misinformation [26] analyze,service [26] including,hosting [26] hate,sites [26] providers,power [26] misinformation,hate [26] hosting,platforms Top Word Pairs in Tweet in G8:
[22] reviews,being [22] surges,here's [22] candle,smell [22] covid,surges [22] reviewed,research [22] here's,peer [22] research,exactly [22] joke,candle [22] being,tied [22] smell,reviews Top Word Pairs in Tweet in G9:
[10] ç,ÿæ [9] ÿè,æ [7] ãƒ,ム[6] ç,ç [5] çš,åˆ [5] èª,ç [5] æž,ÿè [5] ˆã,œã [5] åˆ,æž [5] šè,ç Top Word Pairs in Tweet in G10:
[7] inauthentic,behavior [6] detect,cib [6] paper,framework [6] framework,detect [6] see,paper [6] thread,coordinated [6] behavior,see [6] coordinated,inauthentic [6] excellent,thread [5] osome_iu,excellent Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G6:
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 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: