oiioxford, Twitter, 11/30/2022 3:37:31 PM, 285179


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oiioxford_2022-11-30_03-45-21.xlsx
oiioxford_2022-11-30_03-45-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 30, 2022
Short Description:
oiioxford via NodeXL https://bit.ly/3isd4Ah
@oiioxford
@cynddl
@braveneweurope1
@sandrawachter5
@towardsfairwork
@jamespjh
@leotanczt
@ssrn
@enterprisingox
@sociologyjnl

Top hashtags:
#ucurising
#ethics
#ucustrike
#abtesting
#professor
#ai
#fairwork
#strike

Description:
Description
The graph represents a network of 492 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, 30 November 2022 at 11:46 UTC.

The requested start date was Wednesday, 30 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 13-day, 9-hour, 31-minute period from Wednesday, 16 November 2022 at 09:31 UTC to Tuesday, 29 November 2022 at 19:02 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 : 492
Unique Edges : 729
Edges With Duplicates : 1198
Total Edges : 1927
Number of Edge Types : 5
Mentions : 746
Replies to : 82
MentionsInRetweet : 768
Retweet : 306
Tweet : 25
Self-Loops : 32
Reciprocated Vertex Pair Ratio : 0.0769230769230769
Reciprocated Edge Ratio : 0.142857142857143
Connected Components : 3
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 488
Maximum Edges in a Connected Component : 1917
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.648589
Graph Density : 0.00481016011789446
Modularity : 0.394836
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 492 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, 30 November 2022 at 11:46 UTC.

The requested start date was Wednesday, 30 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 13-day, 9-hour, 31-minute period from Wednesday, 16 November 2022 at 09:31 UTC to Tuesday, 29 November 2022 at 19:02 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:
[8] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4282827
[7] http://ws-jp.co.jp/2020/05/30/cybersecurity-5/
[4] https://techethics.nd.edu/tec-talks/
[4] https://www.oii.ox.ac.uk/people/vacancies/
[4] https://www.oii.ox.ac.uk/news-events/events/lecture-by-dr-scott-hale/
[3] https://www.oii.ox.ac.uk/news-events/events/going-native-and-compiling-code-how-to-explore-equality-in-technology/
[2] https://dl.acm.org/doi/10.1145/3560107.3560123?cookieSet=1
[2] https://culturalanalytics.org/article/38966-heritage-site-seeing-through-the-visitor-s-lens-on-instagram
[2] https://open.spotify.com/episode/574yRveX2aVZsprgznM26h?si=kj3UPXT-SZCLRaZhfOfYSA
[2] https://twitter.com/oiioxford/status/1597540411354271744

Top URLs in Tweet in G1:
[4] https://www.oii.ox.ac.uk/news-events/events/lecture-by-dr-scott-hale/
[3] https://www.oii.ox.ac.uk/news-events/events/going-native-and-compiling-code-how-to-explore-equality-in-technology/
[2] https://culturalanalytics.org/article/38966-heritage-site-seeing-through-the-visitor-s-lens-on-instagram
[1] https://twitter.com/BritishVogue/status/1597561748046979072
[1] https://www.oii.ox.ac.uk/research/visitor-programme/
[1] https://www.facebook.com/oiioxford
[1] https://www.oii.ox.ac.uk/people/vacancies/
[1] https://twitter.com/i/web/status/1595377077162762241
[1] https://www.oii.ox.ac.uk/people/profiles/sandra-wachter/
[1] https://twitter.com/techethicsnd/status/1592891810682384385

Top URLs in Tweet in G2:
[2] https://www.hiig.de/wp-content/uploads/2022/11/Spark-Paper-II_The-Business-of-European-Platforms.pdf
[1] https://open.spotify.com/episode/6JQhvcPzgaA2oxl0kKtUSx
[1] https://podfollow.com/fairwork-podcast/episode/234060081c62778648ba3f27a2dad5c78ecf86ee/view
[1] https://podfollow.com/e/150f59
[1] https://www.youtube.com/watch?v=nsy0mwduX0s

[1] https://i.tedic.org/fairwork
[1] https://audioboom.com/posts/8186696-the-dominance-of-the-platform-economy
[1] https://twitter.com/TowardsFairWork/status/1594658808697069571
[1] https://fair.work/en/fw/blog/new-project-introducing-fairwork-ai-in-collaboration-with-the-global-partnership-on-artificial-intelligence/
[1] https://twitter.com/i/web/status/1597211389558657024

Top URLs in Tweet in G3:
[2] https://open.spotify.com/episode/574yRveX2aVZsprgznM26h?si=kj3UPXT-SZCLRaZhfOfYSA
[2] https://researchsupport.admin.ox.ac.uk/funding/ke-seed-fund
[1] https://socsci.web.ox.ac.uk/event/impact-conference
[1] https://www.socsci.ox.ac.uk/event/impact-conference
[1] https://ctl.ox.ac.uk/event/reading-innovation-technology-showcase-michaelmas-2022
[1] https://twitter.com/CTLOxford/status/1589976439981760512
[1] https://dl.acm.org/doi/10.1145/3560107.3560123?cookieSet=1
[1] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4282827
[1] https://twitter.com/i/connect_people?user_id=97383997
[1] https://twitter.com/AIforPeople/status/1595433370967851008

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://twitter.com/oiioxford/status/1597540411354271744
[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 G6:
[3] https://www.oii.ox.ac.uk/people/vacancies/
[1] https://www.mishcon.com/news/information-commissioner-gives-keynote-speech-at-mishcon-de-reya-office
[1] https://twitter.com/ICOnews/status/1595058074229800964
[1] https://www.mishcon.com/news/mishcon-de-reya-to-host-national-association-of-data-protection-officers-conference

Top URLs in Tweet in G7:
[1] https://braveneweurope.com/uber-drivers-and-data-can-workers-build-data-power

Top URLs in Tweet in G8:
[2] https://www.gcr21.org/publications/gcr/gcr-quarterly-magazine/qm-2-3/2022-articles/qm-2/3-2022-mare-beyond-unity-in-global-internet-governance-embracing-fragmentation-in-a-multipolar-and-multicultural-world
[1] https://twitter.com/i/web/status/1597483502676545536
[1] https://twitter.com/i/web/status/1597590868218748929

Top URLs in Tweet in G9:
[1] https://twitter.com/TEDICpy/status/1593309091899867142

Top URLs in Tweet in G10:
[1] https://podcasts.ox.ac.uk/series/student-life-oxford
[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

Top Domains
Top Domains in Tweet in Entire Graph:
[39] twitter.com
[28] ac.uk
[10] ssrn.com
[7] co.jp
[4] nd.edu
[3] spotify.com
[2] targetconnect.net
[2] podfollow.com
[2] acm.org
[2] culturalanalytics.org

Top Domains in Tweet in G1:
[17] twitter.com
[16] ac.uk
[2] culturalanalytics.org
[2] targetconnect.net
[2] ssrn.com
[1] facebook.com
[1] linkedin.com
[1] instagram.com
[1] mas.to
[1] clariah.nl

Top Domains in Tweet in G2:
[5] twitter.com
[2] podfollow.com
[2] youtube.com
[2] hiig.de
[1] spotify.com
[1] tedic.org
[1] audioboom.com
[1] fair.work
[1] mit.edu

Top Domains in Tweet in G3:
[5] ac.uk
[3] twitter.com
[2] spotify.com
[1] acm.org
[1] ssrn.com

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

Top Domains in Tweet in G6:
[3] ac.uk
[2] mishcon.com
[1] twitter.com

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

Top Domains in Tweet in G8:
[2] twitter.com
[2] gcr21.org

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

Top Domains in Tweet in G10:
[2] ac.uk
[1] dell.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[23] ucurising
[9] ethics
[9] ucustrike
[8] abtesting
[7] professor
[7] ai
[7] fairwork
[7] strike
[6] unionstrong
[6] unionproud



Top Hashtags in Tweet in G1:
[3] misinformation
[3] professor
[2] keseedfund
[2] empower
[2] lgbtqstemday
[2] pharma
[2] biotech
[2] ucurising
[2] oiioxford
[2] oxdeg

Top Hashtags in Tweet in G2:
[21] ucurising
[8] ucustrike
[6] unionstrong
[6] unionproud
[6] strike
[4] cloudempires
[2] fairworkparaguay
[2] plamadiso
[2] digital
[1] futureofwork

Top Hashtags in Tweet in G3:
[5] aiethics
[5] cybersecurity
[4] professor
[2] keseedfund
[1] ethics
[1] abtesting
[1] opiran
[1] iranrevolution
[1] mahsaamini
[1] niac

Top Hashtags in Tweet in G4:
[1] humanrights

Top Hashtags in Tweet in G6:
[6] ai
[4] work
[4] skills
[4] digitaleconomy
[2] government
[2] policy

Top Hashtags in Tweet in G8:
[2] igf2022
[1] digitalexctractivisim

Top Hashtags in Tweet in G9:
[7] fairwork
[1] fairwage
[1] fairworkghana
[1] gigeconomy

Top Words
Top Words in Tweet in Entire Graph:
[416] oiioxford
[154] work
[140] looking
[137] cynddl
[136] students
[135] last
[132] come
[132] phd
[131] one
[124] before

Top Words in Tweet in G1:
[194] oiioxford
[134] work
[129] cynddl
[127] looking
[124] students
[122] come
[122] phd
[119] last
[118] one
[115] request

Top Words in Tweet in G2:
[51] oiioxford
[21] #ucurising
[21] oxforducu
[20] towardsfairwork
[15] geoplace
[13] platforms
[13] ucu
[12] mattcoleworks
[12] vilile
[11] mitpress

Top Words in Tweet in G3:
[47] oiioxford
[11] _felixsimon_
[11] computermacgyve
[9] misinformation
[9] oxsocsci
[9] uniofoxford
[7] kirstenaeddy
[7] role
[6] interview
[5] one

Top Words in Tweet in G4:
[37] oiioxford
[24] sandrawachter5
[18] oxgovtech
[18] ai
[14] roryjgillis
[14] b_mittelstadt
[12] proposed
[12] response
[12] call
[12] consultation

Top Words in Tweet in G5:
[6] vision_ukprp
[6] ukri_news
[6] uclisec
[6] spriteplus
[6] uclgenderhealth
[6] rephrain1
[6] uclengineering
[5] refugetechteam
[5] vamhn
[5] respectuk

Top Words in Tweet in G6:
[13] vickinashoii
[13] ai
[12] permanent
[12] oiioxford
[7] research
[7] conducting
[7] work
[7] last
[6] apply
[6] excellent

Top Words in Tweet in G7:
[2] data

Top Words in Tweet in G8:
[11] oiioxford
[9] admire2mare
[9] rianetwork
[9] centre4data
[9] dw_akademie
[8] pollicyorg
[5] sharing
[4] thank
[4] report
[2] wonderful

Top Words in Tweet in G9:
[24] wzb_berlin
[24] oiioxford
[22] tedicpy
[21] tlopezay
[21] towardsfairwork
[19] eduecarrillo
[9] andres_bogado97
[7] #fairwork
[6] carlosgaleano26
[6] gente

Top Words in Tweet in G10:
[5] ai
[4] torchoxford
[3] oiioxford
[2] 2022
[2] ethics
[2] odid_qeh
[2] drdaronacemoglu
[2] 26
[2] colloquium
[2] compas_oxford

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

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

Top Word Pairs in Tweet in G2:
[12] ucu,oxforducu
[10] oiioxford,jesusoxford
[10] mitpress,oiioxford
[10] elvis_melia,mitpress
[10] jesusoxford,sociologyoxford
[8] #ucurising,#ucustrike
[8] representing,#ucurising
[8] crew,representing
[8] towardsfairwork,crew
[8] oiioxford,big

Top Word Pairs in Tweet in G3:
[7] oxsocsci,uniofoxford
[5] aiforpeople,#aiethics
[5] #aiethics,#cybersecurity
[5] interview,aiforpeople
[5] #cybersecurity,oiioxford
[5] turinginst,cdigitalethics
[5] oiioxford,turinginst
[4] weeks,left
[4] oiioxford,hiring
[4] #professor,role

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

Top Word Pairs in Tweet in G5:
[6] rephrain1,vision_ukprp
[6] uclisec,uclgenderhealth
[6] uclgenderhealth,uclengineering
[6] ukri_news,spriteplus
[6] spriteplus,rephrain1
[6] uclengineering,ukri_news
[5] vision_ukprp,vamhn
[5] refugetechteam,respectuk
[5] jotodd4,chaynhq
[5] respectuk,bkcharvard

Top Word Pairs in Tweet in G6:
[7] conducting,research
[6] two,permanent
[6] academics,conducting
[6] couple,days
[6] last,couple
[6] ai,govt
[6] apply,two
[6] hiring,seeking
[6] days,apply
[6] seeking,excellent

Top Word Pairs in Tweet in G8:
[9] rianetwork,oiioxford
[9] centre4data,dw_akademie
[9] oiioxford,centre4data
[6] admire2mare,rianetwork
[4] dw_akademie,thank
[3] pollicyorg,rianetwork
[3] pollicyorg,admire2mare
[2] phat_controller,admire2mare
[2] cynddl,request
[2] sharing,wonderful

Top Word Pairs in Tweet in G9:
[24] oiioxford,wzb_berlin
[21] towardsfairwork,tlopezay
[21] tedicpy,towardsfairwork
[17] tlopezay,oiioxford
[15] eduecarrillo,tedicpy
[6] carlosgaleano26,eduecarrillo
[6] andres_bogado97,eduecarrillo
[4] eduecarrillo,oiioxford
[4] tlopezay,eduecarrillo
[3] working,conditions

Top Word Pairs in Tweet in G10:
[2] odid_qeh,refugeestudies
[2] bordercrim,oiioxford
[2] ai,colloquium
[2] oiioxford,torchoxford
[2] october,2022
[2] 15pm,drdaronacemoglu
[2] economic,impact
[2] 5pm,15pm
[2] 26,october
[2] colloquium,economic

Top Replied-To
Top Replied-To in Entire Graph:
@oiioxford
@andres_bogado97
@carlosgaleano26
@cynddl
@fabianfalck
@pollicyorg
@_zoehawkins_
@_felixsimon_
@tedicpy
@vilile

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

Top Replied-To in G2:
@vilile
@elvis_melia
@kellehowson
@josephrreagan
@jwi_digi_econ
@geoplace
@oxforducu

Top Replied-To in G3:
@_felixsimon_
@oiioxford
@maasalan
@nayanaprakash1
@kirstenaeddy
@kathryneccles
@goldenegnom

Top Replied-To in G4:
@oiioxford

Top Replied-To in G5:
@leotanczt
@jamespjh

Top Replied-To in G6:
@lilianedwards
@gm_infogov

Top Replied-To in G8:
@pollicyorg
@admire2mare
@phat_controller

Top Replied-To in G9:
@andres_bogado97
@carlosgaleano26
@tedicpy
@eduecarrillo
@oscarojeda14

Top Replied-To in G10:
@compas_oxford

Top Mentioned
Top Mentioned in Entire Graph:
@oiioxford
@cynddl
@towardsfairwork
@sandrawachter5
@wzb_berlin
@uniofoxford
@oxgovtech
@oxforducu
@tlopezay
@oxsocsci

Top Mentioned in G1:
@oiioxford
@cynddl
@towardsfairwork
@uniofoxford
@sianjmbrooke
@kathryneccles
@oxsocsci
@computermacgyve
@methodologylse
@lsenews

Top Mentioned in G2:
@oiioxford
@towardsfairwork
@oxforducu
@geoplace
@ucu
@mattcoleworks
@oguzbikbik
@mitpress
@jesusoxford
@sociologyoxford

Top Mentioned in G3:
@oiioxford
@computermacgyve
@oxsocsci
@uniofoxford
@_felixsimon_
@kirstenaeddy
@maggieselfie
@aiforpeople
@turinginst
@cdigitalethics

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

Top Mentioned in G5:
@uclisec
@uclgenderhealth
@uclengineering
@ukri_news
@spriteplus
@rephrain1
@vision_ukprp
@vamhn
@petrasiot
@jotodd4

Top Mentioned in G6:
@vickinashoii
@oiioxford
@nadpo_official
@stewartroom
@campaignfoi
@mishcon_de_reya
@iconews
@jce_ic
@mansfieldoxford
@exetercollegeox

Top Mentioned in G7:
@jm_rzenno
@oppressed922
@crisfaciaben
@ilmrgcamsoc
@w_stronge
@audecefaliello
@anticurriculum
@denis_nmnn
@shaiktgfwda
@kristinjesnes

Top Mentioned in G8:
@oiioxford
@rianetwork
@centre4data
@dw_akademie
@admire2mare
@pollicyorg
@neemaiyer
@ludgeronthings
@cynddl
@phat_controller

Top Mentioned in G9:
@oiioxford
@wzb_berlin
@towardsfairwork
@tlopezay
@tedicpy
@eduecarrillo
@ghanabakwamena
@andres_bogado97

Top Mentioned in G10:
@torchoxford
@oiioxford
@drdaronacemoglu
@odid_qeh
@refugeestudies
@bordercrim
@ethicsinai
@uniofoxford
@oxunistudents
@jtasioulas

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@guardian
@_l17r_
@philmorandi
@tele13_radio
@paulbernaluk
@shobz
@marypcbuk
@britishvogue
@realdavidcarter

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

Top Tweeters in G2:
@tele13_radio
@propcazhpm
@upwork
@jiggyfigure
@bruegel_org
@stimmeonline
@jleytong
@proita
@srf
@rachaelwilliams

Top Tweeters in G3:
@britishvogue
@maponi
@mooniter
@cybersecplace
@litfmag
@risj_oxford
@oxengage
@uniofoxford
@kshahrooz
@bodleianlibs

Top Tweeters in G4:
@carocamor
@valeerdamen
@bprainsack
@hiig_berlin
@blavatnikschool
@migueldobrich
@dr_wm_botes
@doracrisan
@elvisfidei
@loreflorez18

Top Tweeters in G5:
@bkcharvard
@ukri_news
@chaynhq
@genderpol
@jotodd4
@wappphks
@respectuk
@uclengineering
@jamespjh
@spriteplus

Top Tweeters in G6:
@lilianedwards
@proftomcrick
@ibrahimh_lawyer
@servidaandrea
@jce_ic
@iconews
@soci
@lynnfoi
@mishcon_de_reya
@campaignfoi

Top Tweeters in G7:
@braveneweurope1
@crisfaciaben
@shaiktgfwda
@w_stronge
@anticurriculum
@sigurdoppegaard
@crispenchinguno
@audecefaliello
@kristinjesnes
@platformmobili1

Top Tweeters in G8:
@admire2mare
@phat_controller
@favourboroks
@garnettachieng
@pollicyorg
@snkoala
@neemaiyer
@dw_akademie
@rianetwork
@ludgeronthings

Top Tweeters in G9:
@soferrari
@carlosgaleano26
@ghanabakwamena
@vbgaikon
@tedicpy
@mmhafiz42
@oscarojeda14
@wzb_berlin
@eduecarrillo
@andres_bogado97

Top Tweeters in G10:
@jtasioulas
@bordercrim
@torchoxford
@refugeestudies
@compas_oxford
@oxunistudents
@odid_qeh
@ethicsinai
@migoxford
@drdaronacemoglu