The graph represents a network of 4,122 Twitter users whose recent tweets contained "recsys OR recsys22 OR recsys2022", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/4/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 05 February 2023 at 05:11 UTC.
The tweets in the network were tweeted over the 2518-day, 8-hour, 48-minute period from Monday, 14 March 2016 at 15:57 UTC to Sunday, 05 February 2023 at 00:46 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 4122
Unique Edges : 2941
Edges With Duplicates : 9548
Total Edges : 12489
Number of Edge Types : 9
Retweet : 3061
MentionsInRetweet : 4192
MentionsInReplyTo : 2097
Mentions : 883
Tweet : 1091
Replies to : 854
MentionsInQuote : 119
Quote : 141
MentionsInQuoteReply : 51
Self-Loops : 1682
Reciprocated Vertex Pair Ratio : 0.0648451730418944
Reciprocated Edge Ratio : 0.121792678754704
Connected Components : 607
Single-Vertex Connected Components : 353
Maximum Vertices in a Connected Component : 1888
Maximum Edges in a Connected Component : 7886
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.981691
Graph Density : 0.000344150344839117
Modularity : 0.436633
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,122 Twitter users whose recent tweets contained "recsys OR recsys22 OR recsys2022", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/4/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 05 February 2023 at 05:11 UTC.
The tweets in the network were tweeted over the 2518-day, 8-hour, 48-minute period from Monday, 14 March 2016 at 15:57 UTC to Sunday, 05 February 2023 at 00:46 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : recsys OR recsys22 OR recsys2022
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:
[554] berdasar,apa [554] suka,eeeits [554] apa,yang [554] kamu,suka [554] tuh,berdasar [554] dengan,kepercayaan [554] kepercayaan,orang2 [554] ini,bisa [554] eeeits,belum [554] orang2,ini Top Word Pairs in Tweet in G1:
[554] rada,kontra [554] suka,eeeits [554] dengan,kepercayaan [554] berdasar,apa [554] eeeits,belum [554] tentu,rada [554] tuh,berdasar [554] orang2,ini [554] kepercayaan,orang2 [554] belum,tentu Top Word Pairs in Tweet in G2:
[179] recommender,systems [48] facctrec,workshop [37] week,#recsys2022 [36] maxharp3r,vanessa_murdock [35] workshop,#recsys2022 [33] acmrecsys,#recsys2022 [32] find,paper [31] last,week [31] #recsys2022,acmrecsys [31] vanessa_murdock,biggest Top Word Pairs in Tweet in G3:
[74] materials,dye [74] solar,cells [74] polyaniline,counter [74] nanostructured,polyaniline [74] synthesis,nanostructured [74] dye,sensitized [74] facilitated,synthesis [74] micelle,facilitated [74] electrode,materials [74] sensitized,solar Top Word Pairs in Tweet in G4:
[87] speculated,tiktok's [87] lot,speculated [87] recommendations,first [87] read,team [87] tiktok's,recommendations [87] first,paper [87] team,many [87] paper,read [86] many,interes [86] xamat,lot Top Word Pairs in Tweet in G5:
[68] recommender,system [64] determine,recommender [64] good,topbots [64] metrics,help [64] system,good [64] help,determine [63] kirkdborne,metrics [63] topbots,#datascienc [57] #datascience,#bigdata [56] remarkable,applications Top Word Pairs in Tweet in G6:
[61] recsys,competition [57] otto,recsys [56] kaggle,otto [52] tensorflow,pytorch [51] merlin,dataloaders [51] 400x,faster [51] faster,use [51] train,tensorflow [51] pytorch,recsys [51] dataloaders,two Top Word Pairs in Tweet in G7:
[91] recsys,2022 [70] 2022,参加レポート [48] wantedly,recsys [36] 土,13 [36] 10月22,土 [28] wantedly,inc [23] 本会議やworkshopでの発表者の方々や,推薦システムの開発 [23] 研究に携わる方々が,recsys2022 [23] 13,00 [23] 推薦システムの開発,研究に携わる方々が Top Word Pairs in Tweet in G8:
[6] frankd06830,lesterdent [6] markinkorea,cbeckj [6] cbeckj,frankd06830 [6] usna_73,peblackstock [5] 3ghtweets,noelturner194 [5] noelturner194,jgorman2424 [5] faktantarkast10,kenneth72712993 [5] jgorman2424,jimdtweet [5] jimdtweet,faktantarkast10 [5] jwylie801,3ghtweets Top Word Pairs in Tweet in G9:
[6] york,mlops [6] mlops,community [5] recommender,systems [4] democracy,clout [4] #datascience,#ai [4] better,add [4] group,successfully [4] run,first [4] media,studies [4] first,workshop Top Word Pairs in Tweet in G10:
[29] colonialism,elimination [29] settler,colonialism [29] elimination,native [3] israeli,army [3] anti,israel [3] larafriedmandc,settler [2] haguejustice,noradcommand [2] lailaalarian,rulajebreal [2] noradcommand,nsagov [2] ilhan,omar 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 G6:
Top Replied-To in G7:
Top Replied-To in G8:
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: