The graph represents a network of 4,254 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 2/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 February 2023 at 05:11 UTC.
The tweets in the network were tweeted over the 2532-day, 8-hour, 14-minute period from Monday, 14 March 2016 at 15:57 UTC to Sunday, 19 February 2023 at 00:11 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 : 4254
Unique Edges : 3035
Edges With Duplicates : 9495
Total Edges : 12530
Number of Edge Types : 9
Retweet : 3056
MentionsInRetweet : 4149
MentionsInReplyTo : 2161
Mentions : 832
Tweet : 1095
Replies to : 904
Quote : 142
MentionsInQuote : 140
MentionsInQuoteReply : 51
Self-Loops : 1701
Reciprocated Vertex Pair Ratio : 0.0639555714797564
Reciprocated Edge Ratio : 0.12022225963967
Connected Components : 635
Single-Vertex Connected Components : 359
Maximum Vertices in a Connected Component : 2015
Maximum Edges in a Connected Component : 7948
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.307834
Graph Density : 0.000328261883450505
Modularity : 0.443391
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,254 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 2/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 February 2023 at 05:11 UTC.
The tweets in the network were tweeted over the 2532-day, 8-hour, 14-minute period from Monday, 14 March 2016 at 15:57 UTC to Sunday, 19 February 2023 at 00:11 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:
[552] berdasar,apa [552] suka,eeeits [552] apa,yang [552] kamu,suka [552] tuh,berdasar [552] dengan,kepercayaan [552] kepercayaan,orang2 [552] ini,bisa [552] eeeits,belum [552] orang2,ini Top Word Pairs in Tweet in G1:
[552] rada,kontra [552] suka,eeeits [552] dengan,kepercayaan [552] berdasar,apa [552] eeeits,belum [552] tentu,rada [552] tuh,berdasar [552] orang2,ini [552] kepercayaan,orang2 [552] belum,tentu Top Word Pairs in Tweet in G2:
[160] recommender,systems [97] recsys,2022 [71] 2022,参加レポート [49] wantedly,recsys [48] facctrec,workshop [42] 土,13 [42] 10月22,土 [37] week,#recsys2022 [35] maxharp3r,vanessa_murdock [31] last,week 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:
[61] recsys,competition [57] otto,recsys [55] kaggle,otto [51] tensorflow,pytorch [50] train,tensorflow [50] merlin,dataloaders [50] pytorch,recsys [50] faster,use [50] recsys,models [50] two,examples Top Word Pairs in Tweet in G6:
[70] 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 G7:
[6] markinkorea,cbeckj [6] cbeckj,frankd06830 [6] usna_73,peblackstock [6] frankd06830,lesterdent [5] 3ghtweets,noelturner194 [5] faktantarkast10,kenneth72712993 [5] co2,radiatively [5] jgorman2424,jimdtweet [5] kenneth72712993,tedverwey [5] radiatively,cools Top Word Pairs in Tweet in G8:
[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 G9:
[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 Word Pairs in Tweet in G10:
[56] literature,control [56] education,literature [55] conceptualjames,education 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: