The graph represents a network of 432 Twitter users whose tweets in the requested range contained "recsys OR recsys21 OR recsys2021", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 04 July 2021 at 04:13 UTC.
The requested start date was Sunday, 04 July 2021 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, 3-hour, 10-minute period from Sunday, 20 June 2021 at 01:37 UTC to Saturday, 03 July 2021 at 04:47 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 : 432
Unique Edges : 348
Edges With Duplicates : 791
Total Edges : 1139
Number of Edge Types : 5
Retweet : 348
MentionsInRetweet : 507
Tweet : 94
Replies to : 42
Mentions : 148
Self-Loops : 99
Reciprocated Vertex Pair Ratio : 0.0816326530612245
Reciprocated Edge Ratio : 0.150943396226415
Connected Components : 66
Single-Vertex Connected Components : 32
Maximum Vertices in a Connected Component : 268
Maximum Edges in a Connected Component : 902
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 4.547319
Graph Density : 0.0034158288218613
Modularity : 0.477517
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 432 Twitter users whose tweets in the requested range contained "recsys OR recsys21 OR recsys2021", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 04 July 2021 at 04:13 UTC.
The requested start date was Sunday, 04 July 2021 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, 3-hour, 10-minute period from Sunday, 20 June 2021 at 01:37 UTC to Saturday, 03 July 2021 at 04:47 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 recsys21 OR recsys2021
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:
[51] #ai,#machinelearning [32] student,volunteers [31] recsys,challenge [30] #machinelearning,#iot [30] #iot,#iiot [29] #bigdata,#analytics [29] #analytics,#datascience [29] #datascience,#ai [26] deep,learning [26] learning,based Top Word Pairs in Tweet in G1:
[25] student,volunteers [16] call,student [16] month,left [15] year's,recsys [15] recsys,challenge [15] challenge,organized [15] organized,twitter [15] twitter,come [15] come,end [15] end,following Top Word Pairs in Tweet in G2:
[47] #ai,#machinelearning [28] #iot,#iiot [26] #machinelearning,#iot [25] deep,learning [25] learning,based [25] based,#recsys [25] #recsys,#bigdata [25] #bigdata,#analytics [25] #analytics,#datascience [25] #datascience,#ai Top Word Pairs in Tweet in G3:
[24] haven,read [24] read,paper [24] paper,jadidinejad [24] jadidinejad,craig_macdonald [24] craig_macdonald,iadh [24] iadh,small [24] small,sub [24] sub,populations [24] populations,data [23] karlhigley,haven Top Word Pairs in Tweet in G4:
[3] recommendation,systems [2] fake,news [2] news,floating [2] floating,signifier [2] signifier,hegemony [2] hegemony,antagonism [2] antagonism,politics [2] politics,falsehood [2] systems,#recsys [2] #recsys,rely Top Word Pairs in Tweet in G5:
[14] let's,explore [14] explore,recsys [14] recsys,search [14] search,split [14] split,latency [14] latency,constrained [14] constrained,online [14] online,vs [14] vs,less [14] less,demanding Top Word Pairs in Tweet in G6:
[17] オフライン評価,学習の実用面や最新動向に関するチュートリアルを [17] 学習の実用面や最新動向に関するチュートリアルを,thorsten [17] thorsten,joachimsと2人でrecsys'21にて開催します [17] joachimsと2人でrecsys'21にて開催します,recsysは日本から参加される方も多いと思うので [17] recsysは日本から参加される方も多いと思うので,ぜひチェックしてもらえたらと思います [17] ぜひチェックしてもらえたらと思います,thorsten [16] usait0,オフライン評価 [3] more,info [2] two,weeks [2] weeks,away Top Word Pairs in Tweet in G7:
[15] paper,current [15] current,challenges [15] challenges,future [15] future,directions [15] directions,podcast [15] podcast,information [15] information,access [8] preprint,#sigir2021 [8] #sigir2021,paper [8] access,arxiv Top Word Pairs in Tweet in G8:
[9] recsys,challenge [6] organized,twitter [4] giba1,chrisdeotte [4] chrisdeotte,boliu0 [4] acmrecsys,year's [4] year's,recsys [4] challenge,organized [4] twitter,come [4] come,end [4] end,following Top Word Pairs in Tweet in G9:
[7] exploring,effects [6] those,missed [6] missed,presentation [6] presentation,slides [6] slides,talk [6] talk,exploring [6] effects,#natural [6] #natural,#language [6] #language,#justifications [6] looking,highly Top Word Pairs in Tweet in G10:
[6] know,more [6] more,#diversity [6] #diversity,#newsrecommendation [6] #newsrecommendation,#recsys [6] #recsys,read [6] read,fe_loe [6] fe_loe,'s [6] 's,paper [6] paper,watch [6] watch,#websci Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G8:
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: