recsys OR recsys21 OR recsys2021, Twitter, 9/12/2021 10:48:14 AM, 261786


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recsys OR recsys21 OR recsys2021_2021-09-11_21-12-40.xlsx
recsys OR recsys21 OR recsys2021_2021-09-11_21-12-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 12, 2021
Short Description:
recsys OR recsys21 OR recsys2021 via NodeXL https://bit.ly/3C0RqaL
@acmrecsys
@maliannejadi
@abellogin
@karlhigley
@eggie5
@drch0le
@alansaid
@even_oldridge
@recsyshr
@christine_bauer

Top hashtags:
#recsys2021
#datascience
#recsys
#ai
#machinelearning
#bigdata

Description:
Description
The graph represents a network of 280 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, 12 September 2021 at 04:13 UTC.

The requested start date was Sunday, 12 September 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 10-day, 1-hour, 42-minute period from Sunday, 29 August 2021 at 06:45 UTC to Wednesday, 08 September 2021 at 08:28 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 : 280
Unique Edges : 208
Edges With Duplicates : 440
Total Edges : 648
Number of Edge Types : 5
Mentions : 106
Tweet : 58
Retweet : 177
MentionsInRetweet : 281
Replies to : 26
Self-Loops : 59
Reciprocated Vertex Pair Ratio : 0.0597014925373134
Reciprocated Edge Ratio : 0.112676056338028
Connected Components : 56
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 129
Maximum Edges in a Connected Component : 386
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.385886
Graph Density : 0.00454429083461342
Modularity : 0.474631
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 280 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, 12 September 2021 at 04:13 UTC.

The requested start date was Sunday, 12 September 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 10-day, 1-hour, 42-minute period from Sunday, 29 August 2021 at 06:45 UTC to Wednesday, 08 September 2021 at 08:28 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:
[11] https://www.datasciencecentral.com/profiles/blogs/top-8-data-science-use-cases-in-marketing
[11] https://www.datasciencecentral.com/profiles/blogs/top-8-data-science-use-cases-in-sales
[8] https://recsys.acm.org/recsys21/women-in-recsys/
[7] https://tuwien.zoom.us/j/94230379953?pwd=WE5uclM4R3VhYUpXd3EweFhaQytmZz09
[4] https://prtimes.jp/main/html/rd/p/000000012.000062215.html
[4] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3895639
[4] https://www.bmj.com/content/374/bmj.n2015
[4] https://www.datasciencecentral.com/profiles/blogs/new-book-foundations-of-data-science-from-microsoft-research-lab
[3] https://www.tandfonline.com/doi/full/10.1080/22221751.2021.1969291?src=recsys&cookieSet=1
[3] https://www.nejm.org/doi/full/10.1056/NEJMoa2107715?cookieSet=1

Top URLs in Tweet in G1:
[7] https://tuwien.zoom.us/j/94230379953?pwd=WE5uclM4R3VhYUpXd3EweFhaQytmZz09
[2] https://recsys.acm.org/recsys21/registration/
[2] https://recsys.acm.org/recsys21/women-in-recsys/
[2] https://twitter.com/ACMRecSys/status/1433069752164003842
[2] https://perspectives-ws.github.io/2021/#acceptedpapers
[2] https://twitter.com/alansaid/status/1432791789161918467
[2] https://recommender-systems.com/publish/event-calendar/
[1] https://recsys-twitter.com/
[1] https://acmrecsys.medium.com/update-on-the-recsys2021-program-and-registration-deadline-12c2243ee22a
[1] https://recsys.acm.org/recsys21/keynotes/

Top URLs in Tweet in G2:
[4] https://prtimes.jp/main/html/rd/p/000000012.000062215.html
[1] https://arxiv.org/abs/2108.09373
[1] https://www.tandfonline.com/doi/full/10.1080/17549175.2020.1842484?src=recsys&cookieSet=1
[1] https://twitter.com/ACMRecSys/status/1432338313889808395
[1] https://www.tandfonline.com/doi/full/10.1080/17518253.2021.1905080?src=recsys&cookieSet=1
[1] https://github.motakasoft.com/trending/?d=2021-08-29&l=java
[1] https://github.motakasoft.com/trending/?d=2021-08-28&l=java
[1] https://catalyst-team.github.io/catalyst/api/contrib.html#recsys
[1] https://www.tandfonline.com/doi/full/10.1080/01635581.2020.1779759?src=recsys&cookieSet=1
[1] https://digichina.stanford.edu/news/translation-internet-information-service-algorithmic-recommendation-management-provisions

Top URLs in Tweet in G3:
[11] https://www.datasciencecentral.com/profiles/blogs/top-8-data-science-use-cases-in-marketing
[11] https://www.datasciencecentral.com/profiles/blogs/top-8-data-science-use-cases-in-sales
[4] https://www.datasciencecentral.com/profiles/blogs/new-book-foundations-of-data-science-from-microsoft-research-lab
[1] https://www.amazon.com/gp/product/B07Q71T98Z/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=B07Q71T98Z&linkCode=as2&tag=kirkdborne-20&linkId=1eab677f477d8e9de86c55ea1cd890d9
[1] https://www.amazon.com/gp/product/0133886557/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=0133886557&linkCode=as2&tag=kirkdborne-20&linkId=f17e0da5f490829ab2280671f99bd760
[1] https://www.linkedin.com/pulse/acceleration-innovation-latest-breakthroughs-ai-computer-sally-eaves

Top URLs in Tweet in G4:
[1] https://eugeneyan.com/writing/reinforcement-learning-for-recsys-and-search/
[1] https://twitter.com/_brohrer_/status/1434479641780236289
[1] https://twitter.com/vzonetvgh/status/1433898692457553922

Top URLs in Tweet in G5:
[1] https://xmrec.github.io
[1] https://forms.gle/jqThinxGFerQF5cEA
[1] https://twitter.com/maliannejadi/status/1371936739305066496
[1] https://arxiv.org/abs/2109.02554
[1] https://recsys.acm.org/recsys21/registration/
[1] https://recsyshr2021.aau.dk/program/accepted-papers/

Top URLs in Tweet in G6:
[1] http://yifanhu.net/PUB/cf.pdf

Top URLs in Tweet in G7:
[6] https://recsys.acm.org/recsys21/women-in-recsys/
[1] https://rdcu.be/b8DxW
[1] https://fashionxrecsys.github.io/fashionxrecsys-2021/

Top URLs in Tweet in G8:
[1] https://www.tandfonline.com/doi/full/10.1080/13696815.2021.1917344?src=recsys
[1] https://www.tandfonline.com/doi/full/10.1080/13696815.2021.1917346?src=recsys
[1] https://www.tandfonline.com/doi/full/10.1080/13696815.2021.1917345?src=recsys

Top URLs in Tweet in G10:
[3] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3895639
[3] https://www.bmj.com/content/374/bmj.n2015
[2] https://www.tandfonline.com/doi/full/10.1080/22221751.2021.1969291?src=recsys&cookieSet=1
[2] https://www.nejm.org/doi/full/10.1056/NEJMoa2107715?cookieSet=1
[2] https://www.jwatch.org/na53841/2021/08/02/testing-coronavac-inactivated-sars-cov-2-vaccine-turkey
[1] https://www.dha.com.tr/saglikyasam/dunyada-ilk-coronavac-faz-3-calismasinin-ilk-bilimsel-sonuclari-turkiyeden-cikti/haber-1836816
[1] https://www.youtube.com/watch?v=9TrElugRwCo&feature=youtu.be

[1] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(21)01429-X/fullt

Top Domains
Top Domains in Tweet in Entire Graph:
[30] tandfonline.com
[26] datasciencecentral.com
[18] twitter.com
[14] acm.org
[7] zoom.us
[5] github.io
[5] acs.org
[4] prtimes.jp
[4] ssrn.com
[4] bmj.com

Top Domains in Tweet in G1:
[10] twitter.com
[7] acm.org
[7] zoom.us
[2] beel.org
[2] github.io
[2] recommender-systems.com
[1] recsys-twitter.com
[1] medium.com
[1] nubrief.com
[1] springer.com

Top Domains in Tweet in G2:
[7] tandfonline.com
[5] acs.org
[4] prtimes.jp
[2] motakasoft.com
[2] wordpress.com
[1] arxiv.org
[1] twitter.com
[1] github.io
[1] stanford.edu
[1] habr.com

Top Domains in Tweet in G3:
[26] datasciencecentral.com
[2] amazon.com
[1] linkedin.com

Top Domains in Tweet in G4:
[2] twitter.com
[1] eugeneyan.com

Top Domains in Tweet in G5:
[1] github.io
[1] forms.gle
[1] twitter.com
[1] arxiv.org
[1] acm.org
[1] aau.dk

Top Domains in Tweet in G6:
[1] yifanhu.net

Top Domains in Tweet in G7:
[6] acm.org
[1] rdcu.be
[1] github.io

Top Domains in Tweet in G8:
[3] tandfonline.com

Top Domains in Tweet in G10:
[3] ssrn.com
[3] bmj.com
[2] tandfonline.com
[2] nejm.org
[2] jwatch.org
[1] com.tr
[1] youtube.com
[1] thelancet.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[53] recsys2021
[27] datascience
[26] recsys
[15] ai
[13] machinelearning
[12] bigdata
[11] technews
[11] innovation
[11] artificialintelligence
[11] deeplearning



Top Hashtags in Tweet in G1:
[29] recsys2021
[9] womeninrecsys
[7] recsys
[4] perspectives2021
[2] automl
[2] rs_c
[1] nas
[1] germany
[1] jobsearch
[1] jobs

Top Hashtags in Tweet in G2:
[4] recsys
[1] ai
[1] serendipity
[1] recsys2021
[1] legaltech
[1] platform
[1] cbd

Top Hashtags in Tweet in G3:
[26] datascience
[13] ai
[13] machinelearning
[12] bigdata
[11] technews
[11] innovation
[11] artificialintelligence
[11] deeplearning
[4] mathematics
[4] statistics

Top Hashtags in Tweet in G4:
[1] recsys2021

Top Hashtags in Tweet in G5:
[3] recsys2021
[1] recsys
[1] knowledgegraph
[1] hrtech

Top Hashtags in Tweet in G6:
[1] recsys2021
[1] impalma
[1] recsys

Top Hashtags in Tweet in G7:
[11] recsys2021
[2] fashionxrecsys
[1] recsys

Top Words
Top Words in Tweet in Entire Graph:
[78] recsys
[73] ãƒ
[58] acmrecsys
[55] keynote
[53] #recsys2021
[27] #datascience
[26] women
[26] #recsys
[24] æ
[24] register

Top Words in Tweet in G1:
[41] acmrecsys
[34] keynote
[29] #recsys2021
[26] recsys
[17] series
[16] women
[15] register
[15] looking
[13] join
[13] announce

Top Words in Tweet in G2:
[59] ãƒ
[9] recsys
[6] æ
[5] 2021
[5] в
[5] šç
[5] ÿä
[5] æƒ
[5] ύ
[5] ç

Top Words in Tweet in G3:
[26] #datascience
[22] ðÿÿ
[13] kirkdborne
[13] #ai
[13] #machinelearning
[12] #bigdata
[11] use
[11] casesâ
[11] marketing
[11] sales

Top Words in Tweet in G4:
[19] recsys
[11] item
[10] term
[9] problems
[8] related
[8] interacted
[8] karlhigley
[7] slightly
[7] different
[7] whether

Top Words in Tweet in G5:
[12] program
[12] keynote
[10] final
[9] full
[9] xmrec
[9] list
[9] speakers
[9] panelists
[9] available
[9] website

Top Words in Tweet in G6:
[11] wikimedia
[10] excited
[10] joint
[10] tutorial
[10] proposal
[10] researchers
[10] e__migrante
[10] mad_astronaut
[10] accepted
[10] ieee

Top Words in Tweet in G7:
[11] #recsys2021
[7] women
[7] recsys
[6] wow
[6] look
[6] fantastic
[6] set
[6] keynotes
[6] put
[6] together

Top Words in Tweet in G8:
[15] dinoleegz
[13] ealcs_journal
[13] feminist_rogue
[13] doselinekiguru
[13] asante_lucy
[10] africajacs
[10] matevekepauline
[5] one
[5] more
[5] always

Top Words in Tweet in G10:
[4] sinovac
[2] gnl03734041
[2] sdka21631748
[2] hikmetgeckil
[2] doz

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[46] ãƒ,ãƒ
[25] women,recsys
[16] recsys,keynote
[16] keynote,series
[13] ealcs_journal,dinoleegz
[13] dinoleegz,feminist_rogue
[13] feminist_rogue,doselinekiguru
[13] doselinekiguru,asante_lucy
[13] delighted,announce
[13] announce,opening

Top Word Pairs in Tweet in G1:
[16] women,recsys
[13] recsys,keynote
[13] keynote,series
[9] excited,share
[9] share,journey
[9] journey,hard
[9] hard,lessons
[9] lessons,learned
[9] learned,really
[9] really,takes

Top Word Pairs in Tweet in G2:
[38] ãƒ,ãƒ
[5] šç,ÿä
[5] ÿä,æƒ
[5] æƒ,ãƒ
[5] ãƒ,œç
[5] œç,ç
[5] ç,ãƒ
[5] ãƒ,œæž
[5] œæž,ãƒ
[5] ãƒ,åˆ

Top Word Pairs in Tweet in G3:
[11] #datascience,use
[11] use,casesâ
[11] casesâ,ðÿÿ
[11] ðÿÿ,marketing
[11] marketing,ðÿÿ
[11] ðÿÿ,sales
[11] sales,#bigdata
[11] #bigdata,#ai
[11] #technews,special
[11] special,take

Top Word Pairs in Tweet in G4:
[7] related,slightly
[7] slightly,different
[7] different,problems
[7] problems,recsys
[7] recsys,whether
[7] whether,someone
[7] someone,interacted
[7] interacted,item
[6] karlhigley,related
[6] item,relativelyâ

Top Word Pairs in Tweet in G5:
[9] full,program
[9] program,xmrec
[9] xmrec,final
[9] final,list
[9] list,keynote
[9] keynote,speakers
[9] speakers,panelists
[9] panelists,available
[9] available,website
[8] maliannejadi,full

Top Word Pairs in Tweet in G6:
[10] excited,joint
[10] joint,tutorial
[10] tutorial,proposal
[10] proposal,wikimedia
[10] wikimedia,researchers
[10] researchers,e__migrante
[10] e__migrante,mad_astronaut
[10] mad_astronaut,accepted
[10] accepted,ieee
[10] ieee,icdm

Top Word Pairs in Tweet in G7:
[7] women,recsys
[6] wow,look
[6] look,fantastic
[6] fantastic,set
[6] set,keynotes
[6] keynotes,put
[6] put,together
[6] together,women
[6] recsys,chairs
[6] chairs,#recsys2021

Top Word Pairs in Tweet in G8:
[13] ealcs_journal,dinoleegz
[13] dinoleegz,feminist_rogue
[13] feminist_rogue,doselinekiguru
[13] doselinekiguru,asante_lucy
[10] africajacs,ealcs_journal
[9] asante_lucy,matevekepauline
[5] matevekepauline,one
[5] one,more
[5] more,always
[4] always,sparkâ

Top Word Pairs in Tweet in G10:
[2] gnl03734041,sdka21631748
[2] sdka21631748,hikmetgeckil
[2] hikmetgeckil,sinovac

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@acmrecsys
@dinoleegz
@feminist_rogue
@asante_lucy
@jengolbeck
@wellingmax
@kirkdborne
@africajacs
@ealcs_journal

Top Mentioned in G1:
@acmrecsys
@jengolbeck
@karenchurch
@wellingmax
@alansaid
@drch0le
@informusiccs
@recsyslabs
@joeranbeel
@bencarterette

Top Mentioned in G3:
@kirkdborne
@sallyeaves
@nvidiaai

Top Mentioned in G4:
@karlhigley
@eugeneyan
@tunguz
@bluebottleroast
@xamat
@neal_lathia

Top Mentioned in G5:
@maliannejadi
@acmrecsys
@recsyshr
@recsysnl
@recsysuk
@dvdgrs
@unileidennews
@wellingmax
@chatox
@quirineeijkman

Top Mentioned in G6:
@e__migrante
@mad_astronaut
@denisparra
@acmrecsys
@maliannejadi
@drch0le
@jengolbeck
@aaossa
@fidelrio
@paxcema

Top Mentioned in G7:
@ssahebi
@rnldtsai
@acmrecsys
@peterpaws
@usermodeling
@wellingmax
@drch0le
@jengolbeck
@totopampin

Top Mentioned in G8:
@dinoleegz
@feminist_rogue
@asante_lucy
@africajacs
@ealcs_journal
@wordslinger__

Top Mentioned in G9:
@tdietterich
@neuripsconf
@icmlconf
@iclr_conf
@djoerd

Top Mentioned in G10:
@hikmetgeckil
@fairyoperation
@as_met_
@drerkurt

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@xaelbot
@ipythonistabot
@morolswediu
@hubofml
@ml_tweet_bot
@djangobot_
@coderretweet
@godfrey_g_
@ricardo_ik_ahau

Top Tweeters in G1:
@mdekstrand
@aneesha
@igorbrigadir
@acmeducation
@chares_chandra
@intercom
@shawnmjones
@tuxedokatze
@jengolbeck
@alansaid

Top Tweeters in G2:
@prtimes_tech
@prtimes_stup
@habr_com
@wmr_startup
@motakasoft
@shima__shima
@dindjic
@pwruuy6qxvjstgw
@2v9uaboi8npeyoz
@bogiezero

Top Tweeters in G3:
@chidambara09
@xaelbot
@ipythonistabot
@morolswediu
@hubofml
@djangobot_
@coderretweet
@godfrey_g_
@ricardo_ik_ahau
@education_24x7

Top Tweeters in G4:
@ml_tweet_bot
@fullnam35087976
@ayirpelle
@generativist
@theophite
@tunguzreviews
@tunguz
@nabojtweet
@karlhigley
@neal_lathia

Top Tweeters in G5:
@aaranged
@dvdgrs
@quirineeijkman
@chatox
@unileidennews
@shashank27392
@maliannejadi
@_alivard_
@jgmorenof
@samarthbhargav

Top Tweeters in G6:
@vanessa_murdock
@denisparra
@abellogin
@zorzalerrante
@wikiresearch
@mcartagenah
@mad_astronaut
@fidelrio
@e__migrante
@aaossa

Top Tweeters in G7:
@mounialalmas
@ossimokryn
@peterpaws
@ssahebi
@pawslab
@__helma
@recogym
@rnldtsai
@usermodeling
@totopampin

Top Tweeters in G8:
@wordslinger__
@writivism
@feminist_rogue
@lsa_uon
@africajacs
@asante_lucy
@ealcs_journal
@dinoleegz

Top Tweeters in G9:
@_joaogui1
@tdietterich
@djoerd
@icmlconf
@zetavector
@iclr_conf
@neuripsconf

Top Tweeters in G10:
@drerkurt
@hikmetgeckil
@ahdes01
@fairyoperation
@diligentle
@as_met_


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