The graph represents a network of 466 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, 16 May 2021 at 04:11 UTC.
The requested start date was Sunday, 16 May 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 12-day, 18-hour, 27-minute period from Sunday, 02 May 2021 at 03:57 UTC to Friday, 14 May 2021 at 22:24 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 : 466
Unique Edges : 271
Edges With Duplicates : 972
Total Edges : 1243
Number of Edge Types : 5
Retweet : 430
MentionsInRetweet : 547
Mentions : 133
Tweet : 109
Replies to : 24
Self-Loops : 116
Reciprocated Vertex Pair Ratio : 0.0433212996389892
Reciprocated Edge Ratio : 0.0830449826989619
Connected Components : 93
Single-Vertex Connected Components : 45
Maximum Vertices in a Connected Component : 236
Maximum Edges in a Connected Component : 873
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.930745
Graph Density : 0.00266740504868706
Modularity : 0.433047
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 466 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, 16 May 2021 at 04:11 UTC.
The requested start date was Sunday, 16 May 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 12-day, 18-hour, 27-minute period from Sunday, 02 May 2021 at 03:57 UTC to Friday, 14 May 2021 at 22:24 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:
[188] #datascience,#ai [174] #bigdata,#analytics [174] #analytics,#datascience [155] #ai,#machinelearning [136] #iot,#iiot [118] #machinelearning,#recsys [89] #iiot,#python [83] #recsys,#iot [64] spotify,uses [64] uses,artificial Top Word Pairs in Tweet in G1:
[58] spotify,uses [58] uses,artificial [58] artificial,intelligence [58] intelligence,#bigdata [58] #bigdata,#machinelearning [58] #machinelearning,#abdsc [52] kirkdborne,spotify [52] #abdsc,#datascien [22] kirkdborne,pega [21] #datascience,#ai Top Word Pairs in Tweet in G2:
[167] #datascience,#ai [164] #bigdata,#analytics [164] #analytics,#datascience [141] #ai,#machinelearning [127] #iot,#iiot [110] #machinelearning,#recsys [83] #iiot,#python [77] #recsys,#iot [58] inside,netflix [58] netflix,recommendation Top Word Pairs in Tweet in G3:
[11] model,deployment [11] deployment,critical [11] critical,step [11] step,end [11] end,end [11] end,pipelines [11] pipelines,one [11] one,biggest [11] biggest,challenges [11] challenges,ml Top Word Pairs in Tweet in G4:
[16] preprint,alert [16] alert,survey [16] survey,systematization [16] systematization,fairness [16] fairness,information [16] information,retrieval [16] retrieval,#recsys [16] #recsys,d_anubrata [15] mdekstrand,preprint [9] recsys,research Top Word Pairs in Tweet in G5:
[14] phd,scholarships [14] scholarships,rmitcomputing [14] rmitcomputing,work [14] work,multi [14] multi,institution [14] institution,multidisciplinary [14] multidisciplinary,australian [14] australian,research [13] flosalim,phd [13] research,co Top Word Pairs in Tweet in G6:
[11] model,deployment [11] deployment,critical [11] critical,step [11] step,end [11] end,end [11] end,pipelines [11] pipelines,one [11] one,biggest [11] biggest,challenges [11] challenges,ml Top Word Pairs in Tweet in G7:
[4] help,students [4] students,participating [4] participating,survey [4] survey,#recsys [3] alansaid,help [2] finally,journal [2] journal,things [2] things,#recsys [2] #recsys,frontiersin [2] frontiersin,#bigdata Top Word Pairs in Tweet in G8:
[2] #digitalgovernment,#publicmanagement [2] #publicmanagement,research [2] research,finding [2] finding,crossroads [2] crossroads,#onlinemunicipalfinance [2] #crisisprevention,localfinance [2] uclg_org,uclgafrica [2] uclgafrica,uclg_eurasia [2] uclg_eurasia,uclgaspac [2] uclgaspac,forumofregions Top Word Pairs in Tweet in G9:
[6] very,excited [6] excited,present [6] present,dynamic [6] dynamic,slate [6] slate,recommendation [6] recommendation,gated [6] gated,recurrent [6] recurrent,units [6] units,thompson [6] thompson,sampling Top Word Pairs in Tweet in G10:
[3] simonegezond,wim04789402 [3] wim04789402,wybrenvanhaga [3] wybrenvanhaga,robertjensen [3] eerste,wetenschappelijk [3] wetenschappelijk,artikel [3] artikel,uit [3] uit,china [3] china,eerste [3] eerste,vervolg [3] vervolg,onderzoek Top Replied-To in Entire Graph:
Top Replied-To in G4:
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:
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Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: