The graph represents a network of 730 Twitter users whose tweets in the requested range contained "recsys OR recsys20 OR recsys2020", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 25 October 2020 at 03:16 UTC.
The requested start date was Sunday, 25 October 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 12-hour, 39-minute period from Sunday, 11 October 2020 at 03:10 UTC to Saturday, 24 October 2020 at 15:50 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 : 730
Unique Edges : 423
Edges With Duplicates : 1036
Total Edges : 1459
Number of Edge Types : 5
Mentions : 323
Retweet : 417
MentionsInRetweet : 516
Tweet : 141
Replies to : 62
Self-Loops : 150
Reciprocated Vertex Pair Ratio : 0.0301783264746228
Reciprocated Edge Ratio : 0.0585885486018642
Connected Components : 144
Single-Vertex Connected Components : 62
Maximum Vertices in a Connected Component : 145
Maximum Edges in a Connected Component : 486
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 2.967452
Graph Density : 0.00141120318695154
Modularity : 0.510239
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 730 Twitter users whose tweets in the requested range contained "recsys OR recsys20 OR recsys2020", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 25 October 2020 at 03:16 UTC.
The requested start date was Sunday, 25 October 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 12-hour, 39-minute period from Sunday, 11 October 2020 at 03:10 UTC to Saturday, 24 October 2020 at 15:50 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 : recsys OR recsys20 OR recsys2020
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:
[195] #datascience,#ai [105] #ai,#machinelearning [103] recommendation,models [103] models,dlrm [103] dlrm,deep [103] deep,dive [103] dive,#bigdata [103] #bigdata,#analytics [103] #analytics,#datascience [103] #machinelearning,#recsys Top Word Pairs in Tweet in G1:
[75] #bigdata,#datascience [73] #datascience,#ai [71] #machinelearning,applications [71] applications,one [71] one,picture [71] picture,#abdsc [70] #abdsc,#bigdata [67] kirkdborne,#machinelearning [67] #ai,#neuralnetwo [4] big,data Top Word Pairs in Tweet in G2:
[6] recsys,2020 [5] covid,19 [4] #recsys2020,#aischolar [4] recsys2020論文読み会,オンライン [3] recommender,systems [3] オンライン,に参加を申し込みました [3] に参加を申し込みました,#recsys2020論文読み [2] complexrec,impactrs [2] impactrs,2020 [2] 2020,workshops Top Word Pairs in Tweet in G3:
[114] #datascience,#ai [101] recommendation,models [101] models,dlrm [101] dlrm,deep [101] deep,dive [101] dive,#bigdata [101] #bigdata,#analytics [101] #analytics,#datascience [101] #ai,#machinelearning [101] #machinelearning,#recsys Top Word Pairs in Tweet in G4:
[2] p_srephen,adrianturner01 [2] adrianturner01,christgodtweet [2] christgodtweet,nutriweh [2] nutriweh,rkdoctr [2] rkdoctr,umfpt [2] umfpt,rodeson42 [2] rodeson42,takethatepi [2] takethatepi,scientiapercept [2] scientiapercept,nuckchorris16 [2] nuckchorris16,sariellaherself Top Word Pairs in Tweet in G5:
[17] #recsys2020,#aischolar [16] #aischolar,最後に凄い学生が大暴れした論文飲み会だった [16] 最後に凄い学生が大暴れした論文飲み会だった,zozoさんとの研究は英語の方で聞かせていただいていて [16] zozoさんとの研究は英語の方で聞かせていただいていて,内容はとにかくaiやdsをやってる人は知っとくべき内容 [16] 内容はとにかくaiやdsをやってる人は知っとくべき内容,やるやらないではなく [15] esxfdfojxigbflx,#recsys2020 [15] やるやらないではなく,知って [11] 本日の発表資料です,ユーザのプロフィール画像を利用した相互推薦システム [11] ユーザのプロフィール画像を利用した相互推薦システム,imrec [11] imrec,を紹介しました Top Word Pairs in Tweet in G6:
[10] recommender,systems [8] #recsys2020,videos [8] videos,already [8] already,youtube [7] totopampin,#recsys2020 [5] book,chapter [4] recommender,system [4] clase,multiarmed [4] multiarmed,bandits [4] bandits,#recsys Top Word Pairs in Tweet in G7:
[18] recommender,systems [17] anyone,working [17] working,bias [17] bias,recommender [17] systems,great [17] great,survey [17] survey,#bias [17] #bias,#recsys [16] habdollahpouri,anyone [5] joint,proceedings Top Word Pairs in Tweet in G8:
[10] support,#socialwork [10] #socialwork,educators [10] educators,particularly [10] particularly,junior [10] junior,underrepresented [10] underrepresented,faculty [9] drjaymiller1,support [8] routledgepsych,drjaymiller1 [7] psychologybook1,routledgepsych [7] faculty,#s Top Word Pairs in Tweet in G9:
[2] snehaannavarapu,karlynjane [2] karlynjane,rinreczek [2] rinreczek,caitlynmcollins [2] caitlynmcollins,nedasoc [2] nedasoc,tristanbphd [2] tristanbphd,victoriadreyes [2] victoriadreyes,cati_connell [2] cati_connell,c_j_pascoe Top Word Pairs in Tweet in G10:
[2] marcusrashford,uklabour [2] ridgeonsunday,marcusrashford Top Replied-To in Entire Graph:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
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 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: