oiioxford, Twitter, 11/23/2022 2:12:12 PM, 284856


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oiioxford_2022-11-23_03-45-21.xlsx
oiioxford_2022-11-23_03-45-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 23, 2022
Short Description:
oiioxford via NodeXL https://bit.ly/3gC0qxM
@oiioxford
@braveneweurope1
@cynddl
@towardsfairwork
@sandrawachter5
@shi4tech
@_felixsimon_
@oxengage
@torchoxford
@ctloxford

Top hashtags:
#ai
#professor
#cloudempires
#skills
#keseedfund
#governance
#fairwork
#work

Description:
Description
The graph represents a network of 405 Twitter users whose tweets in the requested range contained "oiioxford", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 23 November 2022 at 11:46 UTC.

The requested start date was Wednesday, 23 November 2022 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 8-day, 6-hour, 56-minute period from Monday, 14 November 2022 at 09:04 UTC to Tuesday, 22 November 2022 at 16:00 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 : 405
Unique Edges : 555
Edges With Duplicates : 823
Total Edges : 1378
Number of Edge Types : 5
Retweet : 305
MentionsInRetweet : 643
Mentions : 370
Tweet : 26
Replies to : 34
Self-Loops : 33
Reciprocated Vertex Pair Ratio : 0.0860349127182045
Reciprocated Edge Ratio : 0.158438576349024
Connected Components : 4
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 399
Maximum Edges in a Connected Component : 1363
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.611372
Graph Density : 0.00532331010878866
Modularity : 0.398042
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 405 Twitter users whose tweets in the requested range contained "oiioxford", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 23 November 2022 at 11:46 UTC.

The requested start date was Wednesday, 23 November 2022 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 8-day, 6-hour, 56-minute period from Monday, 14 November 2022 at 09:04 UTC to Tuesday, 22 November 2022 at 16:00 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 : oiioxford
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:
[10] https://journals.sagepub.com/doi/10.1177/00380385221126804
[8] http://ws-jp.co.jp/2020/05/30/cybersecurity-5/
[5] https://www.oii.ox.ac.uk/news-events/events/going-native-and-compiling-code-how-to-explore-equality-in-technology/
[4] https://techethics.nd.edu/tec-talks/
[2] https://dl.acm.org/doi/10.1145/3560107.3560123?cookieSet=1
[2] https://teams.microsoft.com/registration/G96VzPWXk0-0uv5ouFLPkQ,803qTVUN9kSlhuqct8R7CA,ohYswSXOlEWhPWBFEi5wbg,vbgZnJj4k0W7ASnJsca9Qw,c4ZiM2bwYkunatBgnxPPLw,rwxWckeGAkutxlNj2t8xOw?mode=read&tenantId=cc95de1b-97f5-4f93-b4ba-fe68b852cf91&skipauthstrap=1
[2] https://www.oii.ox.ac.uk/people/vacancies/
[2] https://open.spotify.com/episode/574yRveX2aVZsprgznM26h?si=kj3UPXT-SZCLRaZhfOfYSA
[2] https://www.oii.ox.ac.uk/news-events/events/voices-in-the-code-a-practical-story-about-democratizing-ai/
[2] https://researchsupport.admin.ox.ac.uk/funding/ke-seed-fund

Top URLs in Tweet in G1:
[5] https://www.oii.ox.ac.uk/news-events/events/going-native-and-compiling-code-how-to-explore-equality-in-technology/
[2] https://www.oii.ox.ac.uk/news-events/events/lecture-by-dr-scott-hale/
[2] https://www.oii.ox.ac.uk/news-events/events/voices-in-the-code-a-practical-story-about-democratizing-ai/
[1] https://www.oii.ox.ac.uk/research/visitor-programme/
[1] https://www.facebook.com/oiioxford
[1] https://journals.sagepub.com/doi/10.1177/00380385221126804
[1] https://lnkd.in/e7qGytPy
[1] https://www.oii.ox.ac.uk/people/profiles/sandra-wachter/
[1] https://twitter.com/techethicsnd/status/1592891810682384385
[1] https://www.oii.ox.ac.uk/news-events/news/oxford-academics-call-for-changes-in-proposed-ai-regulation/

Top URLs in Tweet in G2:
[2] https://researchsupport.admin.ox.ac.uk/funding/ke-seed-fund
[1] https://dl.acm.org/doi/10.1145/3560107.3560123?cookieSet=1
[1] https://podcasts.ox.ac.uk/series/student-life-oxford
[1] http://bodleian.ox.ac.uk/services/borrow
[1] https://www.dell.com/en-uk/lp/students
[1] https://torch.ox.ac.uk/event/ethics-in-ai-colloquium-the-economic-impact-of-ai
[1] https://oxford.targetconnect.net/leap/event.html?id=18881&service=Careers%20Service
[1] https://www.careers.ox.ac.uk/jmf
[1] https://forms.gle/CiyCVhp6BZxJdiCQ8
[1] https://eship.ox.ac.uk/engaging-with-eship-programme/

Top URLs in Tweet in G3:
[2] https://open.spotify.com/episode/574yRveX2aVZsprgznM26h?si=kj3UPXT-SZCLRaZhfOfYSA
[1] https://twitter.com/oiioxford/status/1592518446998515713
[1] https://www.youtube.com/watch?v=6e6nbnInha8


Top URLs in Tweet in G4:
[4] https://techethics.nd.edu/tec-talks/
[1] https://twitter.com/SandraWachter5/status/1593199626232135680
[1] https://twitter.com/tovmasyan_anna/status/1592530920321744896
[1] https://www.usine-digitale.fr/article/economie-des-donnees-et-intelligence-artificielle-un-ensemble-contractuel-complexe.N2067712?utm_source=dlvr.it&utm_medium=linkedin

Top URLs in Tweet in G5:
[9] https://journals.sagepub.com/doi/10.1177/00380385221126804
[1] https://www.youtube.com/watch?t=145&v=S81olvxpRyE&feature=youtu.be
[1] https://cointelegraph.com/news/could-bitcoin-have-launched-in-the-1990s-or-was-it-waiting-for-satoshi
[1] https://twitter.com/ViliLe/status/1592984473003429888
[1] https://audioboom.com/posts/8186696-the-dominance-of-the-platform-economy
[1] https://www.youtube.com/watch?v=S81olvxpRyE&feature=youtu.be

[1] https://twitter.com/ViliLe/status/1592485057360723971
[1] https://twitter.com/tom_swing/status/1587735202113232896

Top URLs in Tweet in G6:
[1] https://open.spotify.com/episode/6JQhvcPzgaA2oxl0kKtUSx
[1] https://podfollow.com/e/150f59
[1] https://www.youtube.com/watch?v=nsy0mwduX0s

[1] https://www.newstatesman.com/spotlight/cybersecurity/2022/11/amazon-worker-surveillance-extreme-stress-anxiety
[1] https://i.tedic.org/fairwork

Top URLs in Tweet in G7:
[2] https://www.frontiersin.org/articles/10.3389/fcomp.2022.1068361/full
[1] https://link.springer.com/book/10.1007/978-3-031-09846-8?sap-outbound-id=18BF78E7D7C17DB2C72623D7F410C84224862AF6
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-018-05154-5.epdf%3Fauthor_access_token%3DsXPwoahHQJVNtY7XbjYlWdRgN0jAjWel9jnR3ZoTv0NhH9D8T1xQvzipnMcl-yfDD5uXbaKV5ycI6BbXNgahH9cW4GHhIRBpvNiGVwJMdwpNzQzL_4y7wjAWrD465yZ4kvIqsuHXmznDxKCslv0Onw%253D%253D
[1] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4279449
[1] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4255817
[1] https://www.ssrn.com/index.cfm/en/centre-digital-ethics-cede-res/

Top URLs in Tweet in G8:
[1] https://braveneweurope.com/uber-drivers-and-data-can-workers-build-data-power

Top URLs in Tweet in G9:
[2] https://www.oii.ox.ac.uk/people/vacancies/
[1] https://www.mishcon.com/news/mishcon-de-reya-to-host-national-association-of-data-protection-officers-conference
[1] https://twitter.com/AmbNum/status/1590984120813096962

Top URLs in Tweet in G10:
[1] https://web3.foundation/press/new-trust-and-value-solutions-for-media

Top Domains
Top Domains in Tweet in Entire Graph:
[31] twitter.com
[26] ac.uk
[10] sagepub.com
[8] co.jp
[4] nd.edu
[4] youtube.com
[3] spotify.com
[3] ssrn.com
[2] acm.org
[2] linkedin.com

Top Domains in Tweet in G1:
[17] twitter.com
[14] ac.uk
[1] facebook.com
[1] sagepub.com
[1] lnkd.in
[1] microsoft.com
[1] linkedin.com
[1] instagram.com
[1] mas.to
[1] clariah.nl

Top Domains in Tweet in G2:
[9] ac.uk
[2] twitter.com
[1] acm.org
[1] dell.com
[1] targetconnect.net
[1] forms.gle
[1] microsoft.com

Top Domains in Tweet in G3:
[2] spotify.com
[1] twitter.com
[1] youtube.com

Top Domains in Tweet in G4:
[4] nd.edu
[2] twitter.com
[1] usine-digitale.fr

Top Domains in Tweet in G5:
[9] sagepub.com
[3] twitter.com
[2] youtube.com
[1] cointelegraph.com
[1] audioboom.com

Top Domains in Tweet in G6:
[1] spotify.com
[1] podfollow.com
[1] youtube.com
[1] newstatesman.com
[1] tedic.org

Top Domains in Tweet in G7:
[3] ssrn.com
[2] frontiersin.org
[1] springer.com
[1] nature.com

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

Top Domains in Tweet in G9:
[2] ac.uk
[1] mishcon.com
[1] twitter.com

Top Domains in Tweet in G10:
[1] web3.foundation

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[12] ai
[7] professor
[7] cloudempires
[6] skills
[6] keseedfund
[6] governance
[6] fairwork
[4] work
[4] digitaleconomy
[3] plamadiso



Top Hashtags in Tweet in G1:
[3] professor
[2] empower
[2] misinformation
[2] live
[2] lgbtqstemday
[1] researchers
[1] skills
[1] keseedfund
[1] elon
[1] techandsociety2022

Top Hashtags in Tweet in G2:
[5] keseedfund
[4] professor
[1] disability
[1] mathematicians
[1] maths
[1] idea
[1] oxfordshire
[1] community
[1] enterprise
[1] students

Top Hashtags in Tweet in G3:
[1] sleepwhereyouwork

Top Hashtags in Tweet in G4:
[1] humanrights

Top Hashtags in Tweet in G5:
[7] cloudempires
[3] plamadiso
[3] digital
[1] platforms
[1] state
[1] control
[1] book
[1] regulation
[1] governance
[1] techandsociety2022

Top Hashtags in Tweet in G6:
[2] fairworkparaguay
[1] plataforma
[1] app
[1] fairworkchile
[1] chile
[1] amazon
[1] ai
[1] fairworkpodcast
[1] paraguay

Top Hashtags in Tweet in G7:
[5] ai
[5] governance
[2] meta
[2] facebook
[2] instagram
[1] aiethics

Top Hashtags in Tweet in G9:
[6] ai
[4] work
[4] skills
[4] digitaleconomy
[2] government
[2] policy

Top Words
Top Words in Tweet in Entire Graph:
[324] oiioxford
[145] work
[140] last
[134] looking
[127] come
[127] cynddl
[126] phd
[125] students
[124] one
[122] ship

Top Words in Tweet in G1:
[201] oiioxford
[127] work
[121] looking
[119] cynddl
[118] come
[116] students
[116] one
[115] last
[115] phd
[114] ship

Top Words in Tweet in G2:
[16] oiioxford
[14] uniofoxford
[8] apply
[8] oxsocsci
[6] open
[6] ai
[6] torchoxford
[5] more
[5] #keseedfund
[5] dec

Top Words in Tweet in G3:
[25] oiioxford
[24] _felixsimon_
[20] last
[19] talk
[18] power
[17] rasmus_kleis
[16] those
[16] recording
[16] here's
[16] feat

Top Words in Tweet in G4:
[37] oiioxford
[20] sandrawachter5
[17] oxgovtech
[14] ai
[13] b_mittelstadt
[13] roryjgillis
[11] consultation
[11] proposed
[11] call
[11] response

Top Words in Tweet in G5:
[15] oiioxford
[11] vilile
[10] lehdonvirta
[10] vili
[9] jesusoxford
[9] paper
[9] mitpress
[9] full
[9] alex
[9] read

Top Words in Tweet in G6:
[3] excited
[3] lanzamiento
[3] series
[3] detrás
[3] oiioxford
[3] workers
[2] first
[2] towardsfairwork
[2] podcast
[2] share

Top Words in Tweet in G7:
[10] lessons
[10] practices
[10] best
[10] corporate
[9] princetoncitp
[6] mökander
[6] industry
[6] challenges
[6] jakob
[6] biopharmaceutical

Top Words in Tweet in G8:
[2] data

Top Words in Tweet in G9:
[6] #ai
[6] conducting
[6] seeking
[6] permanent
[6] excellent
[6] academics
[6] research
[6] hiring
[5] vickinashoii
[4] #work

Top Words in Tweet in G10:
[6] web3
[3] wan
[3] media
[3] oiioxford's
[3] led
[3] project
[3] newspaperworld
[3] supported
[3] foundation
[3] cogency

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[122] ship,sinks
[122] come,work
[122] students,come
[122] before,ship
[122] one,last
[122] looking,phd
[122] work,oiioxford
[122] phd,students
[122] last,before
[122] sinks,looking

Top Word Pairs in Tweet in G1:
[114] ship,sinks
[114] come,work
[114] students,come
[114] before,ship
[114] one,last
[114] looking,phd
[114] work,oiioxford
[114] phd,students
[114] last,before
[114] sinks,looking

Top Word Pairs in Tweet in G2:
[5] calling,uniofoxford
[4] weeks,left
[4] #professor,role
[4] role,oiioxford
[4] open,applications
[4] two,weeks
[4] #keseedfund,open
[4] dec,funds
[4] 5k,available
[4] funds,5k

Top Word Pairs in Tweet in G3:
[16] talk,power
[16] here's,recording
[16] last,week
[16] missed,here's
[16] platforms,last
[16] those,missed
[16] power,platforms
[16] recording,talk
[16] week,feat
[16] feat,rasmus_kleis

Top Word Pairs in Tweet in G4:
[13] b_mittelstadt,roryjgillis
[13] sandrawachter5,b_mittelstadt
[13] oxgovtech,oiioxford
[12] roryjgillis,oxgovtech
[11] proposed,ai
[11] call,changes
[11] ai,reg
[11] consultation,response
[11] oiioxford,call
[11] response,sandrawachter5

Top Word Pairs in Tweet in G5:
[10] vili,lehdonvirta
[9] full,paper
[9] open,access
[9] jesusoxford,sociologyoxford
[9] wood,vili
[9] elvis_melia,mitpress
[9] read,full
[9] oiioxford,jesusoxford
[9] alex,wood
[9] paper,open

Top Word Pairs in Tweet in G6:
[2] two,episodes
[2] welcome,planetary
[2] planetary,labour
[2] labour,market
[2] first,two

Top Word Pairs in Tweet in G7:
[10] best,practices
[10] practices,corporate
[6] challenges,best
[6] jakob,mökander
[6] biopharmaceutical,industry
[6] lessons,biopharmaceutical
[5] corporate,#ai
[5] fellow,jakob
[5] authored,challenges
[5] princetoncitp,fellow

Top Word Pairs in Tweet in G9:
[6] excellent,academics
[6] conducting,research
[6] research,#ai
[6] seeking,excellent
[6] hiring,seeking
[6] academics,conducting
[4] #skills,#digitaleconomy
[4] #work,#skills
[4] #ai,#work
[4] #digitaleconomy,permanent

Top Word Pairs in Tweet in G10:
[3] cogency,web3
[3] project,supported
[3] djtomchak,newspaperworld
[3] media,project
[3] web3,media
[3] led,oiioxford's
[3] foundation,led
[3] oiioxford's,djtomchak
[3] newspaperworld,wan
[3] web3,foundation

Top Replied-To
Top Replied-To in Entire Graph:
@oiioxford
@cynddl
@_felixsimon_
@vilile
@paulbernaluk
@elvis_melia
@kathryneccles
@juboberidzishv1
@datafesttbilisi
@goldenegnom

Top Replied-To in G1:
@oiioxford
@cynddl
@paulbernaluk
@msrobot_d
@mazza_forever
@jessrmorley
@katyah_kenkyuu

Top Replied-To in G2:
@compas_oxford

Top Replied-To in G3:
@_felixsimon_
@kathryneccles
@kirstenaeddy
@goldenegnom

Top Replied-To in G4:
@oiioxford

Top Replied-To in G5:
@elvis_melia
@vilile
@jwi_digi_econ
@josephrreagan

Top Mentioned
Top Mentioned in Entire Graph:
@oiioxford
@cynddl
@sandrawachter5
@_felixsimon_
@sianjmbrooke
@oxgovtech
@uniofoxford
@rasmus_kleis
@b_mittelstadt
@roryjgillis

Top Mentioned in G1:
@oiioxford
@cynddl
@sianjmbrooke
@towardsfairwork
@uniofoxford
@kathryneccles
@methodologylse
@lsenews
@sandrawachter5
@ruchowdh

Top Mentioned in G2:
@uniofoxford
@oiioxford
@oxsocsci
@torchoxford
@oxengage
@oxresserv
@oxfordmedsci
@oxhumanities
@mplsoxford
@oxfordgradstudy

Top Mentioned in G3:
@oiioxford
@_felixsimon_
@rasmus_kleis
@kirstenaeddy
@maggieselfie
@joshcowls
@cynddl
@skeptechs
@dgrobinson
@nayanaprakash1

Top Mentioned in G4:
@oiioxford
@sandrawachter5
@oxgovtech
@b_mittelstadt
@roryjgillis
@techethicsnd
@cynddl
@compscioxford
@oxfordlawfac

Top Mentioned in G5:
@oiioxford
@tom_swing
@mitpress
@jesusoxford
@sociologyoxford
@vilile
@sociologyjnl
@elvis_melia
@porcarorama
@rhodes_trust

Top Mentioned in G6:
@towardsfairwork
@oiioxford
@srf
@mattcoleworks
@commonsdcms
@amazonmturk
@upwork
@appenglobal
@periodismouai
@artarriagada

Top Mentioned in G7:
@princetoncitp
@floridi
@oiioxford
@shi4tech
@shmargi
@pflowergreen
@rosariataddeo
@ssrn
@frontcomputsci

Top Mentioned in G8:
@jm_rzenno
@oppressed922
@crisfaciaben
@ilmrgcamsoc
@w_stronge
@audecefaliello
@anticurriculum
@denis_nmnn
@shaiktgfwda
@kristinjesnes

Top Mentioned in G9:
@vickinashoii
@oiioxford
@nadpo_official
@iconews
@lilianedwards
@campaignfoi
@5essexcourt
@stewartroom
@mansfieldoxford
@exetercollegeox

Top Mentioned in G10:
@oiioxford
@djtomchak
@newspaperworld
@web3foundation
@publico
@condenast
@reuters

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@reuters
@guardian
@_l17r_
@publico
@philmorandi
@tele13_radio
@shobz
@paulbernaluk
@marypcbuk

Top Tweeters in G1:
@threadreaderapp
@guardian
@_l17r_
@philmorandi
@shobz
@paulbernaluk
@marypcbuk
@realdavidcarter
@tauriqmoosa
@rubymcrae

Top Tweeters in G2:
@jtasioulas
@litfmag
@bordercrim
@oxengage
@uniofoxford
@torchoxford
@enterprisingox
@uniofreading
@bodleianlibs
@pitt_rivers

Top Tweeters in G3:
@maponi
@willthewordguy
@rasmus_kleis
@admire2mare
@englishheritage
@yearrypanji
@risj_oxford
@govtechresearch
@migueldobrich
@h0d3r

Top Tweeters in G4:
@carocamor
@valeerdamen
@bkcharvard
@bprainsack
@hiig_berlin
@blavatnikschool
@dr_wm_botes
@elvisfidei
@doracrisan
@mantelero

Top Tweeters in G5:
@bruegel_org
@britsoci
@mitpress
@sagesociology
@vilile
@rhodes_trust
@lionelralaurent
@porcarorama
@sociologyjnl
@tom_swing

Top Tweeters in G6:
@tele13_radio
@upwork
@jleytong
@proita
@srf
@uber
@mattcoleworks
@oitnoticias
@boltapp
@appenglobal

Top Tweeters in G7:
@shi4tech
@jblefevre60
@newfxfs
@sallyeaves
@curieuxexplorer
@deeplearn007
@floridi
@hedgethink
@turinginst
@perbberggreen

Top Tweeters in G8:
@braveneweurope1
@crisfaciaben
@shaiktgfwda
@w_stronge
@anticurriculum
@sigurdoppegaard
@crispenchinguno
@audecefaliello
@kristinjesnes
@platformmobili1

Top Tweeters in G9:
@lilianedwards
@ibrahimh_lawyer
@iconews
@mishcon_de_reya
@campaignfoi
@steevecz
@stewartroom
@mansfieldoxford
@floran_22
@vickinashoii

Top Tweeters in G10:
@reuters
@publico
@newspaperworld
@condenast
@venz_003
@promoteampd
@djtomchak
@web3foundation