recsys OR recsys21 OR recsys2021, Twitter, 11/28/2021 12:55:46 PM, 267098


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recsys OR recsys21 OR recsys2021_2021-11-27_21-12-40.xlsx
recsys OR recsys21 OR recsys2021_2021-11-27_21-12-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 28, 2021
Short Description:
recsys OR recsys21 OR recsys2021 via NodeXL https://bit.ly/3E0BXZv
@platdot
@platon_network
@kirkdborne
@msduhmeanor
@balazshidasi
@gravityrd
@yashardel
@abellogin
@karlhigley
@ecir2022

Top hashtags:
#platonair
#datascience
#machinelearning
#ai
#abdsc
#bigdata

Description:
Description
The graph represents a network of 558 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, 28 November 2021 at 05:13 UTC.

The requested start date was Sunday, 28 November 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 12-day, 19-hour, 11-minute period from Sunday, 14 November 2021 at 12:34 UTC to Saturday, 27 November 2021 at 07:46 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


Overall Graph Metrics
Vertices : 558
Unique Edges : 406
Edges With Duplicates : 787
Total Edges : 1193
Number of Edge Types : 5
Retweet : 367
MentionsInRetweet : 597
Tweet : 69
Mentions : 140
Replies to : 20
Self-Loops : 72
Reciprocated Vertex Pair Ratio : 0.0237430167597765
Reciprocated Edge Ratio : 0.0463847203274216
Connected Components : 77
Single-Vertex Connected Components : 35
Maximum Vertices in a Connected Component : 168
Maximum Edges in a Connected Component : 498
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.047541
Graph Density : 0.00235838432977484
Modularity : 0.536237
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 558 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, 28 November 2021 at 05:13 UTC.

The requested start date was Sunday, 28 November 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 12-day, 19-hour, 11-minute period from Sunday, 14 November 2021 at 12:34 UTC to Saturday, 27 November 2021 at 07:46 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 Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[65] https://www.datasciencecentral.com/profiles/blogs/machine-learning-in-one-picture
[5] https://speakerdeck.com/yuya4/recsys-in-wantedly-2021
[4] https://takuti.me/ja/note/recsys-2021-ab-ndcg/
[3] https://fast.ai/
[3] https://www.tandfonline.com/doi/full/10.1080/01402382.2021.1925017?src=recsys&cookieSet=1
[3] https://www.tandfonline.com/doi/full/10.1080/10714839.2021.1891648?src=recsys&cookieSet=1
[3] https://twitter.com/balazshidasi/status/1461371178707210240
[3] https://www.yusp.com/blog-posts/recsys-2021-impressions-summary/
[2] https://twitter.com/dmalitesta/status/1463966574839218178
[2] https://career.habr.com/vacancies/1000091028?f=social&utm_source=twitter_rss&utm_medium=social&utm_campaign=trebuetsya-team-lead-data-scientist-rec

Top URLs in Tweet in G1:
[1] https://twitter.com/PlatON_Network/status/1463030998866665472

Top URLs in Tweet in G2:
[65] https://www.datasciencecentral.com/profiles/blogs/machine-learning-in-one-picture

Top URLs in Tweet in G3:
[1] https://www.tandfonline.com/doi/abs/10.2753/CLG0009-4609280586?src=recsys&cookieSet=1

Top URLs in Tweet in G4:
[3] https://www.yusp.com/blog-posts/recsys-2021-impressions-summary/
[2] https://twitter.com/dmalitesta/status/1463966574839218178
[2] https://twitter.com/balazshidasi/status/1461371178707210240
[1] https://www.researchgate.net/publication/356541933_Leveraging_Content-Style_Item_Representation_for_Visual_Recommendation

Top URLs in Tweet in G5:
[4] https://takuti.me/ja/note/recsys-2021-ab-ndcg/
[2] http://sunsite.informatik.rwth-aachen.de/Publications/CEUR-WS/Vol-3012/
[2] https://career.habr.com/vacancies/1000091028?f=social&utm_source=twitter_rss&utm_medium=social&utm_campaign=trebuetsya-team-lead-data-scientist-rec
[1] https://habr.com/ru/post/588442/?utm_source=twitter.com_flows&utm_medium=social&utm_campaign=razbor-statey-konferentsii-recsys-2021-ht
[1] https://itnan.ru/post.php?c=1&p=588442
[1] https://www.tandfonline.com/doi/full/10.1080/18824889.2021.1985702?src=recsys&cookieSet=1
[1] https://b.hatena.ne.jp/-/redirect?code=77502f725e506b515e436b3e77203b675e50394377207759&location_id=4711324463220678690&signature=7ad1a66cdd1309d5efd5ec5811dae4dd9a22016af23032069e34c40ea53f184d
[1] https://takuti.me/ja/note/recsys-2021-ab-ndcg/?utm_source=dlvr.it&utm_medium=twitter
[1] https://b.hatena.ne.jp/-/redirect?code=77502f725e506b325e5052675e503f5177433f4377432f59&location_id=4711324463220678690&signature=a7eef2cb60f9253d463ef24390a3dc86ed0a07bbbe62026f191bbb674f3f94a4
[1] https://b.hatena.ne.jp/entry?url=https%3A%2F%2Ftakuti.me%2Fja%2Fnote%2Frecsys-2021-ab-ndcg%2F&utm_campaign=bookmark_share&utm_content=takuti.me&utm_medium=social&utm_source=twitter&utm_term=%E3%83%86%E3%82%AF%E3%83%8E%E3%83%AD%E3%82%B8%E3%83%BC%20%E3%83%AC%E3%82%B3%E3%83%A1%E3%83%B3%E3%83%89

Top URLs in Tweet in G6:
[1] https://twitter.com/GlasgowCS/status/1464183724485009411
[1] https://sigir.org/sigir2022/call-for-sponsors/
[1] https://www.tilburguniversity.edu/about/schools/law/departments/tilt/research/handbook

Top URLs in Tweet in G7:
[1] https://www.tandfonline.com/doi/full/10.1080/09515089.2017.1410877?src=recsys&cookieSet=1

Top URLs in Tweet in G8:
[1] https://twitter.com/FrancescoBonchi/status/1460563677342576644

Top URLs in Tweet in G9:
[1] https://www.nvidia.com/gtc/call-for-submissions/

Top Domains
Top Domains in Tweet in Entire Graph:
[65] datasciencecentral.com
[38] tandfonline.com
[14] twitter.com
[7] ne.jp
[7] speakerdeck.com
[5] acs.org
[5] takuti.me
[3] fast.ai
[3] habr.com
[3] yusp.com

Top Domains in Tweet in G1:
[1] twitter.com

Top Domains in Tweet in G2:
[65] datasciencecentral.com

Top Domains in Tweet in G3:
[1] tandfonline.com

Top Domains in Tweet in G4:
[4] twitter.com
[3] yusp.com
[1] researchgate.net

Top Domains in Tweet in G5:
[11] tandfonline.com
[7] ne.jp
[5] takuti.me
[5] acs.org
[4] twitter.com
[3] habr.com
[2] rwth-aachen.de
[2] linkedin.com
[1] itnan.ru
[1] ascelibrary.org

Top Domains in Tweet in G6:
[1] twitter.com
[1] sigir.org
[1] tilburguniversity.edu

Top Domains in Tweet in G7:
[1] tandfonline.com

Top Domains in Tweet in G8:
[1] twitter.com

Top Domains in Tweet in G9:
[1] nvidia.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[166] platonair
[67] datascience
[66] machinelearning
[66] ai
[65] abdsc
[65] bigdata
[33] recsys
[30] recsys2021
[21] schizophrenia
[8] sigir



Top Hashtags in Tweet in G1:
[166] platonair

Top Hashtags in Tweet in G2:
[65] machinelearning
[65] abdsc
[65] bigdata
[65] datascience
[65] ai
[3] neuralnetworks
[3] recsys
[3] predictiveanalytics
[3] anomalydetection
[3] optimization

Top Hashtags in Tweet in G4:
[19] recsys2021
[6] recsys
[3] ecir2022
[2] explainable
[2] ecir22
[2] eqtc2021
[2] personalization

Top Hashtags in Tweet in G5:
[2] ceurws
[2] recsys2021
[1] ai
[1] 人工知能
[1] english
[1] englishgrammar
[1] writing
[1] recommendation
[1] algorithms
[1] spotify

Top Hashtags in Tweet in G6:
[12] recsys
[8] sigir
[8] research
[2] recsys2021
[1] people
[1] information
[1] sponsor
[1] informationretrieval
[1] search
[1] sigir2022

Top Hashtags in Tweet in G7:
[21] schizophrenia

Top Hashtags in Tweet in G8:
[3] recsys
[2] datascience
[2] echochambers
[1] algorithmicbias
[1] fairness

Top Words
Top Words in Tweet in Entire Graph:
[225] recsys
[170] youtube
[168] platdot
[167] platon_network
[167] privacy
[167] nov
[166] #platonair
[166] glad
[166] join
[166] platon

Top Words in Tweet in G1:
[168] platdot
[167] platon_network
[167] privacy
[167] recsys
[167] nov
[166] #platonair
[166] platon
[166] youtube
[166] utc
[166] 25

Top Words in Tweet in G2:
[65] #machinelearning
[65] applications
[65] one
[65] picture
[65] #abdsc
[65] #bigdata
[65] #datascience
[65] #ai
[63] kirkdborne
[60] #neuralnetwo

Top Words in Tweet in G4:
[19] #recsys2021
[18] papers
[17] trends
[17] recsys
[17] research
[16] balazshidasi
[16] impressions
[15] compiled
[15] notes
[15] blogpost

Top Words in Tweet in G5:
[10] recsys
[8] もしも推薦システムの精度と多様性が単一の指標で測れたら
[6] 2021
[5] based
[4] recommender
[4] systems
[4] learning
[4] social
[4] москва
[4] до

Top Words in Tweet in G6:
[22] phd
[12] interested
[12] #recsys
[11] doing
[11] ir
[11] glasgow
[11] ir_glasgow
[11] number
[11] scholarships
[11] available

Top Words in Tweet in G7:
[42] self
[21] #schizophrenia
[21] pathology
[21] awareness
[21] imh_uob
[21] clara
[21] humpston's
[21] paper
[21] paradoxical
[21] investigates

Top Words in Tweet in G8:
[13] accepted
[13] icwsm
[12] paper
[12] people
[12] together
[10] francescobonchi
[8] exposure
[8] inequality
[8] recommender
[8] systems

Top Words in Tweet in G9:
[12] still
[12] something
[9] systems
[9] models
[8] wish
[8] recommender
[8] mean
[8] time
[8] don
[8] understand

Top Words in Tweet in G10:
[22] notes
[11] organize
[11] both
[11] code
[11] snippets
[11] higher
[11] level
[11] technical
[11] learning
[11] papers

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[167] platdot,privacy
[167] privacy,recsys
[165] #platonair,glad
[165] glad,invite
[165] invite,platdot
[165] recsys,join
[165] join,platon
[165] platon,air
[165] air,youtube
[165] youtube,11

Top Word Pairs in Tweet in G1:
[167] platdot,privacy
[167] privacy,recsys
[165] #platonair,glad
[165] glad,invite
[165] invite,platdot
[165] recsys,join
[165] join,platon
[165] platon,air
[165] air,youtube
[165] youtube,11

Top Word Pairs in Tweet in G2:
[65] #machinelearning,applications
[65] applications,one
[65] one,picture
[65] #abdsc,#bigdata
[65] #bigdata,#datascience
[65] #datascience,#ai
[62] picture,#abdsc
[60] kirkdborne,#machinelearning
[60] #ai,#neuralnetwo
[3] picture,kirkdborne

Top Word Pairs in Tweet in G4:
[15] compiled,notes
[15] notes,#recsys2021
[15] #recsys2021,blogpost
[15] blogpost,impressions
[15] impressions,current
[15] current,trends
[15] trends,recsys
[15] recsys,research
[15] research,favorite
[15] favorite,papers

Top Word Pairs in Tweet in G5:
[4] recsys,2021
[4] recommender,systems
[4] до,400
[4] 400,000
[2] разбор,статей
[2] статей,конференции
[2] конференции,recsys
[2] ohars,2021
[2] 2021,proceedings
[2] proceedings,second

Top Word Pairs in Tweet in G6:
[11] interested,doing
[11] doing,phd
[11] phd,ir
[11] ir,#recsys
[11] #recsys,glasgow
[11] glasgow,ir_glasgow
[11] ir_glasgow,number
[11] number,phd
[11] phd,scholarships
[11] scholarships,available

Top Word Pairs in Tweet in G7:
[21] #schizophrenia,pathology
[21] pathology,self
[21] self,awareness
[21] awareness,imh_uob
[21] imh_uob,clara
[21] clara,humpston's
[21] humpston's,paper
[21] paper,paradoxical
[21] paradoxical,self
[21] self,investigates

Top Word Pairs in Tweet in G8:
[13] accepted,icwsm
[12] icwsm,together
[10] francescobonchi,paper
[8] paper,exposure
[8] exposure,inequality
[8] inequality,people
[8] people,recommender
[8] recommender,systems
[8] systems,long
[8] long,term

Top Word Pairs in Tweet in G9:
[8] wish,something
[8] something,recommender
[8] recommender,systems
[8] systems,mean
[8] mean,time
[8] time,models
[8] models,don
[8] don,understand
[8] understand,still
[7] karlhigley,wish

Top Word Pairs in Tweet in G10:
[11] organize,both
[11] both,code
[11] code,snippets
[11] snippets,higher
[11] higher,level
[11] level,technical
[11] technical,learning
[11] learning,notes
[11] notes,papers
[11] papers,book

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@platdot
@platon_network
@kirkdborne
@imh_uob
@journalphp
@balazshidasi
@icwsm
@ir_glasgow
@glasgowcs
@iadh

Top Mentioned in G1:
@platdot
@platon_network
@febrysaput

Top Mentioned in G2:
@kirkdborne
@digitaledwyn

Top Mentioned in G3:
@moisturevapor8r
@dianesbaker1
@dwntwnt
@davidmanonfire
@loonyberg
@janforney1
@arapaho415
@_forevereleven
@surlybobbys
@carrybeyond

Top Mentioned in G4:
@balazshidasi
@ecir2022
@dkowald1
@gravityrd
@crmpla67
@yashardel
@dmalitesta
@merrafelice
@elacic1
@know_center

Top Mentioned in G5:
@jamesmichaelcr6
@lunarroot
@phil_free_

Top Mentioned in G6:
@ir_glasgow
@glasgowcs
@iadh
@sigirconf
@quirineeijkman
@recsyshr
@dvdgrs
@karlhigley

Top Mentioned in G7:
@imh_uob
@journalphp

Top Mentioned in G8:
@icwsm
@francescobonchi
@fractalzucky
@isi_fondazione
@fractal
@fra_fabbri
@chatox
@federico_cinus
@c0rrad0m0nti

Top Mentioned in G9:
@karlhigley
@even_oldridge

Top Mentioned in G10:
@vboykis

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@cybersecurityn8
@ipythonistabot
@carrybeyond
@djangobot_
@lovetogive2
@fabriciosx
@ydanasmithdutra
@bassaces1

Top Tweeters in G1:
@g76974594
@rafdiana7
@abikuku0007
@unluckysarker
@naimliad
@xuperman541
@nilpori74892922
@ardhyansyaa
@porigulapi
@lma10a1

Top Tweeters in G2:
@sectest9
@chidambara09
@cybersecurityn8
@fabriciosx
@thecuriousluke
@education_24x7
@the404code
@scorpiondesign7
@botsecx
@kirkdborne

Top Tweeters in G3:
@carrybeyond
@lovetogive2
@ydanasmithdutra
@parrypierce
@kate_hawkins776
@dianesbaker1
@moisturevapor8r
@msmariat
@schenck
@boba1959

Top Tweeters in G4:
@diepressecom
@jonathanstray
@useless_ulysses
@elipariser
@daubman
@cweichen
@_krisjack
@navatintarev
@elisab79
@simeneide

Top Tweeters in G5:
@phil_free_
@zu2
@lunarroot
@jamesmichaelcr6
@generativist
@itnan_ru
@moikrug
@takuti
@shima__shima
@arayutw

Top Tweeters in G6:
@denisparra
@abellogin
@dvdgrs
@n0mad_0
@quirineeijkman
@guidozuc
@iadh
@damiano10
@_ajhepburn
@glasgowcs

Top Tweeters in G7:
@matthewrbroome
@wise_project
@nishiokov
@annaciaunica
@lisabortolotti
@epistinnocence
@victormverdejo
@bhamethics
@cognpsychiatry
@cheriserosen

Top Tweeters in G8:
@ucloudifyai
@ciro
@chatox
@fractal
@isi_fondazione
@francescobonchi
@icwsm
@c0rrad0m0nti
@nkundiushuti
@paolo_bajardi

Top Tweeters in G9:
@rahoi
@theophite
@kylewadegrove
@karlhigley
@cjnolet
@jaspajjr
@beholdshinigami
@even_oldridge
@benrossjenkins
@zimin57807396

Top Tweeters in G10:
@vboykis
@captsolo
@thomas_mock
@jeanmarcalkazzi
@robanhk
@benjaminwolfe
@clairemkbowen
@dschneiderch
@ottovanluchene
@adityassrana


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