The graph represents a network of 4,165 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 2/11/2023 5:00:56 PM. The network was obtained from Twitter on Sunday, 12 February 2023 at 05:11 UTC.
The tweets in the network were tweeted over the 2525-day, 8-hour, 14-minute period from Monday, 14 March 2016 at 15:57 UTC to Sunday, 12 February 2023 at 00:12 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 : 4165
Unique Edges : 2976
Edges With Duplicates : 9509
Total Edges : 12485
Number of Edge Types : 9
Retweet : 3038
MentionsInRetweet : 4144
MentionsInReplyTo : 2132
Mentions : 858
Tweet : 1096
Replies to : 889
MentionsInQuote : 136
Quote : 141
MentionsInQuoteReply : 51
Self-Loops : 1701
Reciprocated Vertex Pair Ratio : 0.0648030495552732
Reciprocated Edge Ratio : 0.121718377088305
Connected Components : 623
Single-Vertex Connected Components : 356
Maximum Vertices in a Connected Component : 1899
Maximum Edges in a Connected Component : 7824
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.006612
Graph Density : 0.000338233276019341
Modularity : 0.438618
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,165 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 2/11/2023 5:00:56 PM. The network was obtained from Twitter on Sunday, 12 February 2023 at 05:11 UTC.
The tweets in the network were tweeted over the 2525-day, 8-hour, 14-minute period from Monday, 14 March 2016 at 15:57 UTC to Sunday, 12 February 2023 at 00:12 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:
[546] berdasar,apa [546] suka,eeeits [546] apa,yang [546] kamu,suka [546] tuh,berdasar [546] dengan,kepercayaan [546] kepercayaan,orang2 [546] ini,bisa [546] eeeits,belum [546] orang2,ini Top Word Pairs in Tweet in G1:
[546] tuh,berdasar [546] rada,kontra [546] ini,bisa [546] kontra,dengan [546] yang,kamu [546] kepercayaan,orang2 [546] kamu,suka [546] suka,eeeits [546] berdasar,apa [546] tentu,rada Top Word Pairs in Tweet in G2:
[168] recommender,systems [48] facctrec,workshop [38] week,#recsys2022 [36] maxharp3r,vanessa_murdock [34] workshop,#recsys2022 [32] last,week [32] find,paper [32] vanessa_murdock,biggest [32] #recsys2022,co [32] biggest,challenge Top Word Pairs in Tweet in G3:
[75] materials,dye [75] solar,cells [75] polyaniline,counter [75] nanostructured,polyaniline [75] synthesis,nanostructured [75] dye,sensitized [75] facilitated,synthesis [75] micelle,facilitated [75] electrode,materials [75] sensitized,solar Top Word Pairs in Tweet in G4:
[89] paper,read [89] lot,speculated [89] read,team [89] team,many [89] first,paper [89] tiktok's,recommendations [89] speculated,tiktok's [89] recommendations,first [88] many,interes [88] xamat,lot Top Word Pairs in Tweet in G5:
[62] recsys,competition [58] 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 G6:
[70] recommender,system [64] system,good [64] metrics,help [64] determine,recommender [64] good,topbots [64] help,determine [63] kirkdborne,metrics [63] topbots,#datascienc [57] #datascience,#bigdata [56] applications,#datascience Top Word Pairs in Tweet in G7:
[84] recsys,2022 [63] 2022,参加レポート [42] wantedly,recsys [35] 土,13 [35] 10月22,土 [26] wantedly,inc [22] 推薦システムの開発,研究に携わる方々が [22] より,recsys2022論文読み会をオンラインで開催します [22] recsys2022論文読み会をオンラインで開催します,2019からやっているので4年目になるようです [22] 本会議やworkshopでの発表者の方々や,推薦システムの開発 Top Word Pairs in Tweet in G8:
[6] markinkorea,cbeckj [6] frankd06830,lesterdent [6] usna_73,peblackstock [6] cbeckj,frankd06830 [5] faktantarkast10,kenneth72712993 [5] kenneth72712993,tedverwey [5] jwylie801,3ghtweets [5] 3ghtweets,noelturner194 [5] noelturner194,jgorman2424 [5] jgorman2424,jimdtweet Top Word Pairs in Tweet in G9:
[30] colonialism,elimination [30] settler,colonialism [30] elimination,native [3] israeli,army [3] anti,israel [3] larafriedmandc,settler [2] haguejustice,noradcommand [2] lailaalarian,rulajebreal [2] noradcommand,nsagov [2] ilhan,omar Top Word Pairs in Tweet in G10:
[6] york,mlops [6] mlops,community [4] ialhazwani,bernard_juergen [4] clout,chaser [4] sharing,media [4] scholars,understand [4] congratulations,ialhazwani [4] democracy,clout [4] tiktok,features [4] better,add 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 G5:
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: