The graph represents a network of 544 Twitter users whose tweets in the requested range contained "recsys OR recsys20 OR recsys2020", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 24 January 2021 at 04:15 UTC.
The requested start date was Sunday, 24 January 2021 at 01:01 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, 6-hour, 48-minute period from Sunday, 10 January 2021 at 01:26 UTC to Saturday, 23 January 2021 at 08:14 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 : 544
Unique Edges : 330
Edges With Duplicates : 1210
Total Edges : 1540
Number of Edge Types : 5
Retweet : 556
MentionsInRetweet : 686
Mentions : 137
Tweet : 92
Replies to : 69
Self-Loops : 107
Reciprocated Vertex Pair Ratio : 0.0401785714285714
Reciprocated Edge Ratio : 0.0772532188841202
Connected Components : 84
Single-Vertex Connected Components : 35
Maximum Vertices in a Connected Component : 277
Maximum Edges in a Connected Component : 1105
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.487097
Graph Density : 0.00236634709132272
Modularity : 0.422398
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 544 Twitter users whose tweets in the requested range contained "recsys OR recsys20 OR recsys2020", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 24 January 2021 at 04:15 UTC.
The requested start date was Sunday, 24 January 2021 at 01:01 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, 6-hour, 48-minute period from Sunday, 10 January 2021 at 01:26 UTC to Saturday, 23 January 2021 at 08:14 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 recsys20 OR recsys2020
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:
[277] #datascience,#ai [255] #ai,#machinelearning [247] #bigdata,#analytics [247] #analytics,#datascience [247] #machinelearning,#recsys [234] #recsys,#iot [227] #iot,#iiot [152] recommender,systems [111] systems,nearest [111] nearest,neighbors Top Word Pairs in Tweet in G1:
[54] 40,techniques [54] techniques,#algorithms [54] #algorithms,used [54] used,#datascientists [54] #datascientists,links [54] links,articles [54] articles,each [54] each,one [53] kirkdborne,40 [53] one,# Top Word Pairs in Tweet in G2:
[224] #bigdata,#analytics [224] #analytics,#datascience [224] #datascience,#ai [224] #ai,#machinelearning [224] #machinelearning,#recsys [212] #recsys,#iot [206] #iot,#iiot [135] recommender,systems [105] systems,nearest [105] nearest,neighbors Top Word Pairs in Tweet in G3:
[14] #recsys,call [12] few,more [12] more,days [12] days,till [12] till,abstract [12] abstract,submission [12] submission,deadline [12] deadline,umapconf [12] umapconf,#personalizedrecsys [12] #personalizedrecsys,track Top Word Pairs in Tweet in G4:
[11] recsys,challenge [10] know,2020 [10] 2020,twitter [10] twitter,recsys [10] challenge,big [10] big,takeaways [10] takeaways,#1 [10] #1,ability [10] ability,test [10] test,many Top Word Pairs in Tweet in G5:
[14] piece,maybe [14] maybe,helpful [9] profdanielmuijs,piece [2] interesting,piece Top Word Pairs in Tweet in G6:
[13] blame,recsys [13] major,driver [12] those,blame [12] recsys,design [12] design,major [12] driver,online [12] online,harms [12] harms,make [12] make,websites [12] websites,without Top Word Pairs in Tweet in G7:
[27] deep,learning [25] excited,announce [25] announce,20 [25] 20,12 [25] 12,course [25] course,edition [25] edition,deep [25] learning,course [25] course,pytorch [25] pytorch,covers Top Word Pairs in Tweet in G8:
[5] graph,neural [5] neural,networks [5] networks,weisfeiler [5] weisfeiler,lehman [5] lehman,isomorphism [5] isomorphism,test [5] test,#mlflocktalk21 [5] #mlflocktalk21,mmbronstein [5] mmbronstein,scalability [4] svakulenk0,graph Top Word Pairs in Tweet in G9:
[13] #socialwork,educators [13] educators,please [13] please,remember [13] remember,#selfcare [13] #selfcare,#research [13] #research,shows [13] shows,need [13] need,rwmswtp [13] rwmswtp,csocialworked [13] csocialworked,ubssw Top Word Pairs in Tweet in G10:
[10] criteoailab,happy [10] happy,provide [10] provide,#dataset [10] #dataset,help [10] help,nvidia [10] nvidia,showcase [10] showcase,large [10] large,scale [10] scale,training [10] training,#recsys Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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