oiioxford, Twitter, 6/14/2019 7:25:51 PM, 199964


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oiioxford_2019-06-14_12-13-41.xlsx
oiioxford_2019-06-14_12-13-41.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 14, 2019
Short Description:
oiioxford via NodeXL http://bit.ly/2XMTr6G
@oiioxford
@sandrawachter5
@arjun_sanyal
@floridi
@krisgoldsmith85
@cybfoster
@calomas
@jessrmorley
@oxlifewriting
@intertwilight

Top hashtags:
#ai
#accountability
#transparency
#cogx19
#trust
#turingcogx19
#ethics

Description:
Description
The graph represents a network of 856 Twitter users whose recent tweets contained "oiioxford", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 14 June 2019 at 19:17 UTC.

The tweets in the network were tweeted over the 9-day, 21-hour, 45-minute period from Tuesday, 04 June 2019 at 21:17 UTC to Friday, 14 June 2019 at 19:03 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 : 856
Unique Edges : 2071
Edges With Duplicates : 857
Total Edges : 2928
Self-Loops : 22
Reciprocated Vertex Pair Ratio : 0.0531962449709432
Reciprocated Edge Ratio : 0.101018675721562
Connected Components : 11
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 845
Maximum Edges in a Connected Component : 2917
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.717166
Graph Density : 0.00321910695742471
Modularity : 0.444804
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[12] https://twitter.com/oiioxford/status/1135872306532769792
[9] https://www.wired.co.uk/partnerships/wired-pulse-ai-barbican
[7] https://my.corehr.com/pls/uoxrecruit/erq_jobspec_version_4.display_form?p_company=10&p_internal_external=E&p_display_in_irish=N&p_process_type=&p_applicant_no=&p_form_profile_detail=&p_display_apply_ind=Y&p_refresh_search=Y&p_recruitment_id=140748
[4] https://link.springer.com/article/10.1007/s11948-019-00115-1
[4] https://twitter.com/oiioxford/status/1136662464760860672
[4] https://twitter.com/aidataconf/status/1138462323423756290
[4] https://twitter.com/OxConnectedLife/status/1135569548852256768
[3] https://twitter.com/SandraWachter5/status/1138392826528567296
[3] https://www.eventbrite.co.uk/e/the-future-of-work-after-automation-what-can-we-learn-from-the-universal-basic-income-experiment-in-tickets-61028251142
[3] https://twitter.com/oiioxford/status/1138509112050933762

Top URLs in Tweet in G1:
[8] https://www.wired.co.uk/partnerships/wired-pulse-ai-barbican
[6] https://my.corehr.com/pls/uoxrecruit/erq_jobspec_version_4.display_form?p_company=10&p_internal_external=E&p_display_in_irish=N&p_process_type=&p_applicant_no=&p_form_profile_detail=&p_display_apply_ind=Y&p_refresh_search=Y&p_recruitment_id=140748
[2] https://twitter.com/SandraWachter5/status/1138392826528567296
[2] https://www.gov.uk/government/news/a-new-champion-for-mobile-and-broadband-customers
[1] https://twitter.com/turinginst/status/1136660717409525760
[1] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3388639
[1] https://twitter.com/appthisway/status/1139109579143487489
[1] https://www.technative.io/privacy-identity-autonomy-in-the-age-of-big-data-and-ai/
[1] https://www.oecd-forum.org/users/264249-sandra-wachter/posts/49761-the-other-half-of-the-truth-staying-human-in-an-algorithmic-world
[1] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3391293

Top URLs in Tweet in G2:
[3] https://www.eventbrite.co.uk/e/the-future-of-work-after-automation-what-can-we-learn-from-the-universal-basic-income-experiment-in-tickets-61028251142
[3] https://link.springer.com/article/10.1007/s11948-019-00115-1
[3] https://twitter.com/oiioxford/status/1135872306532769792
[2] https://www.oii.ox.ac.uk/videos/ai-in-society-opportunities-and-risks/
[2] https://www.oii.ox.ac.uk/events/information-law-governance-and-cybersecurity-a-new-holistic-approach/
[2] https://twitter.com/i2ifacility/status/1138368797365194753
[2] https://www.ceps.eu/ceps-events/sustainability-in-the-age-of-platforms/
[1] https://www.eventbrite.co.uk/e/the-state-of-open-data-with-mor-rubinstein-tickets-62567864166
[1] https://www.oii.ox.ac.uk/people/new-positions/
[1] https://twitter.com/tom_swing/status/1135948031839342593

Top URLs in Tweet in G3:
[3] https://twitter.com/aidataconf/status/1138462323423756290
[2] https://www.turing.ac.uk/news/using-ai-public-sector-new-comprehensive-guidance
[2] https://twitter.com/OxConnectedLife/status/1135569548852256768
[1] https://twitter.com/oiioxford/status/1135872306532769792
[1] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3333423
[1] https://my.corehr.com/pls/uoxrecruit/erq_jobspec_version_4.display_form?p_company=10&p_internal_external=E&p_display_in_irish=N&p_process_type=&p_applicant_no=&p_form_profile_detail=&p_display_apply_ind=Y&p_refresh_search=Y&p_recruitment_id=140748
[1] https://youtu.be/ixoOpX8MeGI
[1] https://twitter.com/oiioxford/status/1139558980265664512
[1] https://medium.com/cybersoton/from-digital-sovereignty-to-the-web-of-nations-61fbc28d79cd
[1] https://www.youtube.com/watch?v=GY18U4Cw_BQ&feature=youtu.be&t=25580


Top URLs in Tweet in G4:
[1] https://comprop.oii.ox.ac.uk/research/eu-elections-memo/
[1] https://twitter.com/Alejandro_Lelo/status/1138432602275307520
[1] https://twitter.com/Culerovzky/status/1136977221627842563

Top URLs in Tweet in G5:
[1] https://rightscon2019.sched.com/event/Pvq0
[1] https://www.facebook.com/disruptionlab/videos/2202179800093032/
[1] https://www.disruptionlab.org/ai-traps
[1] https://twitter.com/n_miailhe/status/1138467305145405440
[1] https://medium.com/@ndiakopoulos/how-could-deepfakes-impact-the-2020-us-elections-4d4be68e8d3b

Top URLs in Tweet in G6:
[1] https://blogs.lse.ac.uk/impactofsocialsciences/2019/06/09/book-review-algorithms-of-oppression-how-search-engines-reinforce-racism-by-safiya-umoja-noble/
[1] https://davidlankes.org/librarianship-in-an-era-of-big-data-the-vital-human-touch/
[1] https://twitter.com/CILIPinfo/status/1136598807700025344
[1] https://twitter.com/oiioxford/status/1138513114369015809

Top URLs in Tweet in G7:
[1] https://twitter.com/oiioxford/status/1135872306532769792
[1] https://digest.bps.org.uk/2019/05/31/link-between-teens-time-on-digital-devices-and-lower-wellbeing-is-too-small-to-merit-substantial-scientific-discussion/

Top URLs in Tweet in G8:
[1] https://www.nature.com/articles/d41586-019-01413-1
[1] https://www.oii.ox.ac.uk/about/giving/

Top URLs in Tweet in G9:
[3] https://twitter.com/publicstandards/status/1138362751720591360

Top URLs in Tweet in G10:
[1] https://www.fljs.org/collaborative-governance
[1] https://www.eventbrite.co.uk/e/ego-media-networked-narrative-and-small-stories-tickets-61888834169

Top Domains
Top Domains in Tweet in Entire Graph:
[71] twitter.com
[19] co.uk
[16] ac.uk
[7] corehr.com
[6] springer.com
[4] ssrn.com
[3] wordpress.com
[3] gov.uk
[3] sagepub.com
[2] medium.com

Top Domains in Tweet in G1:
[10] twitter.com
[8] co.uk
[6] corehr.com
[3] ssrn.com
[2] sagepub.com
[2] springer.com
[2] gov.uk
[1] technative.io
[1] oecd-forum.org
[1] wordpress.com

Top Domains in Tweet in G2:
[23] twitter.com
[10] co.uk
[10] ac.uk
[3] springer.com
[2] ceps.eu
[2] wordpress.com
[1] newstatesman.com
[1] whatbitcoindid.com
[1] cityam.com
[1] apple.com

Top Domains in Tweet in G3:
[11] twitter.com
[2] ac.uk
[1] ssrn.com
[1] corehr.com
[1] youtu.be
[1] medium.com
[1] youtube.com
[1] w3.org
[1] springer.com
[1] sagepub.com

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

Top Domains in Tweet in G5:
[1] sched.com
[1] facebook.com
[1] disruptionlab.org
[1] twitter.com
[1] medium.com

Top Domains in Tweet in G6:
[2] twitter.com
[1] ac.uk
[1] davidlankes.org

Top Domains in Tweet in G7:
[1] twitter.com
[1] org.uk

Top Domains in Tweet in G8:
[1] nature.com
[1] ac.uk

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

Top Domains in Tweet in G10:
[1] fljs.org
[1] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[112] ai
[39] accountability
[39] transparency
[38] cogx19
[16] trust
[15] turingcogx19
[14] ethics
[11] postdocjob
[10] screentime
[10] facebook



Top Hashtags in Tweet in G1:
[23] ai
[15] accountability
[15] transparency
[11] postdocjob
[5] sagecampus
[2] gdpr
[2] disinformation
[2] cogx2019
[1] bigdataanalytics
[1] ml

Top Hashtags in Tweet in G2:
[45] ai
[14] trust
[9] africadigitalplatforms
[8] cogx19
[8] facebook
[5] society
[5] gdpr
[4] sagecampus
[4] universalbasicincome
[4] mhealth

Top Hashtags in Tweet in G3:
[42] ai
[28] cogx19
[23] accountability
[23] transparency
[12] ethics
[11] turingcogx19
[9] london
[9] cybersecurity
[3] londontechweek
[2] radleycollege

Top Hashtags in Tweet in G4:
[1] euelections2019
[1] cogx19
[1] ai
[1] ml
[1] tech
[1] innovation
[1] newsguru247
[1] happyfoxie

Top Hashtags in Tweet in G5:
[7] rightscon2019
[6] disinfo
[6] aitraps
[1] rigastratcom
[1] ai
[1] algorithms
[1] dnl16
[1] elections
[1] deepfake

Top Hashtags in Tweet in G6:
[2] librarians
[2] information

Top Hashtags in Tweet in G7:
[8] screentime
[5] gaming
[5] insafe2019
[2] socialmedia

Top Hashtags in Tweet in G9:
[4] aipubliclife
[1] ethics

Top Hashtags in Tweet in G10:
[2] facebook
[2] twitter
[2] wechat
[2] weibo

Top Words
Top Words in Tweet in Entire Graph:
[797] Words in Sentiment List#1: Positive
[308] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[18733] Non-categorized Words
[19838] Total Words
[832] oiioxford
[248] floridi
[248] sandrawachter5
[156] work
[154] ai

Top Words in Tweet in G1:
[284] oiioxford
[217] sandrawachter5
[126] b_mittelstadt
[110] uniofoxford
[106] ai
[104] work
[104] looking
[99] postdoctoral
[97] join
[96] come

Top Words in Tweet in G2:
[345] oiioxford
[166] floridi
[65] lecture
[60] professor
[49] expert
[47] london
[47] luciano
[45] #ai
[43] society
[40] opportunities

Top Words in Tweet in G3:
[113] oiioxford
[56] floridi
[50] turinginst
[42] #ai
[28] #cogx19
[27] s
[27] postdoctoral
[26] science
[25] fairness
[24] project

Top Words in Tweet in G4:
[6] oiioxford
[4] realdonaldtrump
[3] junk
[3] news
[3] time
[2] problem
[2] europe
[2] people
[2] share
[2] results

Top Words in Tweet in G5:
[7] noupside
[7] oiioxford
[7] #rightscon2019
[7] work
[7] online
[7] big
[7] data
[7] authoritarian
[7] dna
[7] one

Top Words in Tweet in G6:
[4] oiioxford
[3] asist_org
[3] floridi
[3] values
[3] ethical
[3] need
[2] ucd_ischool
[2] thanks
[2] rdlankes
[2] providing

Top Words in Tweet in G7:
[28] oiioxford
[19] shuhbillskee
[19] research
[8] #screentime
[7] insafenetwork
[6] listen
[6] andrew
[6] przybylski
[6] associate
[6] professor

Top Words in Tweet in G8:
[6] oiioxford
[5] histoftech
[4] bostonjoan
[4] biellacoleman
[4] ubiquity75
[4] safiyanoble
[4] marylgray
[4] langdonw
[4] lizlosh
[4] lesdoggg

Top Words in Tweet in G9:
[7] oiioxford
[5] publicstandards
[4] #aipubliclife
[3] hetanshah
[3] pkathrani
[3] ailawhub
[3] lgacomms
[3] rusi_org
[3] live
[3] tweeting

Top Words in Tweet in G10:
[3] oiioxford
[3] wolfsoncollege
[3] join
[2] role
[2] internet
[2] platforms
[2] #facebook
[2] #twitter
[2] #wechat
[2] #weibo

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[124] b_mittelstadt,oiioxford
[121] oiioxford,uniofoxford
[107] come,work
[107] work,b_mittelstadt
[107] uniofoxford,looking
[107] looking,postdoctoral
[107] postdoctoral,researcher
[107] researcher,join
[106] sandrawachter5,come
[76] floridi,oiioxford

Top Word Pairs in Tweet in G1:
[112] b_mittelstadt,oiioxford
[107] oiioxford,uniofoxford
[95] come,work
[95] work,b_mittelstadt
[95] uniofoxford,looking
[95] looking,postdoctoral
[95] postdoctoral,researcher
[95] researcher,join
[94] sandrawachter5,come
[41] humans,biased

Top Word Pairs in Tweet in G2:
[57] floridi,oiioxford
[48] oiioxford,expert
[46] luciano,floridi
[45] london,lecture
[29] society,opportunities
[28] oiioxford,london
[28] professor,luciano
[23] opportunities,risks
[21] ai,society
[19] philosophy,ethics

Top Word Pairs in Tweet in G3:
[24] #ai,oiioxford
[23] opportunity,postdoctoral
[23] postdoctoral,fellow
[23] fellow,sought
[23] sought,project
[23] project,fairness
[23] fairness,#accountability
[23] #accountability,#transparency
[23] #transparency,#ai
[23] oiioxford,w

Top Word Pairs in Tweet in G4:
[3] junk,news
[2] news,problem
[2] problem,europe
[2] europe,people
[2] people,time
[2] time,share
[2] share,results
[2] results,comprehensive
[2] comprehensive,study
[2] facebook,hillaryclinton

Top Word Pairs in Tweet in G5:
[7] big,data
[7] data,authoritarian
[7] authoritarian,dna
[7] dna,one
[7] one,ring
[7] ring,even
[7] even,god
[7] god,guys
[7] guys,corrupted
[7] corrupted,power

Top Word Pairs in Tweet in G6:
[2] floridi,oiioxford
[2] thanks,rdlankes
[2] rdlankes,providing
[2] providing,insight
[2] insight,regards
[2] regards,libraries
[2] libraries,make
[2] make,difference
[2] difference,utilitarian
[2] utilitarian,data

Top Word Pairs in Tweet in G7:
[6] oiioxford,listen
[6] listen,shuhbillskee
[6] shuhbillskee,andrew
[6] andrew,przybylski
[6] przybylski,associate
[6] associate,professor
[6] professor,senior
[6] senior,research
[6] research,fellow
[6] fellow,director

Top Word Pairs in Tweet in G8:
[4] bostonjoan,biellacoleman
[4] safiyanoble,marylgray
[4] marylgray,langdonw
[4] langdonw,lizlosh
[4] lizlosh,lesdoggg
[4] lesdoggg,hypervisible
[3] matthwilliams,bostonjoan
[3] biellacoleman,ubiquity75
[3] ubiquity75,safiyanoble
[3] hypervisible,parisbrittany

Top Word Pairs in Tweet in G9:
[3] hetanshah,pkathrani
[3] pkathrani,ailawhub
[3] ailawhub,oiioxford
[3] oiioxford,lgacomms
[3] lgacomms,rusi_org
[3] live,tweeting
[3] tweeting,round
[3] round,table
[3] table,academics
[3] academics,others

Top Word Pairs in Tweet in G10:
[2] role,internet
[2] internet,platforms
[2] platforms,#facebook
[2] #facebook,#twitter
[2] #twitter,#wechat
[2] #wechat,#weibo
[2] #weibo,play
[2] play,regulating
[2] regulating,online
[2] online,speech

Top Replied-To
Top Replied-To in Entire Graph:
@sandrawachter5
@oiioxford
@floridi
@robmccargow
@fdonelli
@maria_axente
@adamsaltiel
@jessrmorley
@histoftech
@mpromann

Top Replied-To in G1:
@sandrawachter5
@mpromann
@vdignum
@stenderworld
@wearemudita
@chrisdburr
@juliapowles
@jorgefabrega
@johannes_wachs
@tahayasseri

Top Replied-To in G2:
@oiioxford
@floridi
@angelosalatino
@loguedanielle
@vickinashoii
@dklemitz
@tom_swing
@sandrawachter5
@jessrmorley
@ephemeral_nuri

Top Replied-To in G3:
@robmccargow
@fdonelli
@maria_axente
@sandrawachter5
@adamsaltiel
@jessrmorley
@meaghanthumath
@leedmcbride
@robwortham
@b_mittelstadt

Top Replied-To in G4:
@uniofoxford
@facebook

Top Replied-To in G5:
@samgregory
@ndiakopoulos
@n_miailhe

Top Replied-To in G6:
@floridi

Top Replied-To in G7:
@louizajeffcoat
@orbenamy
@ben_c_j
@annefiskaali
@researchdigest

Top Replied-To in G8:
@histoftech
@matthwilliams
@ginasue

Top Replied-To in G9:
@hetanshah

Top Mentioned
Top Mentioned in Entire Graph:
@oiioxford
@sandrawachter5
@floridi
@b_mittelstadt
@uniofoxford
@turinginst
@tahayasseri
@wireduk
@jessrmorley
@cognition_x

Top Mentioned in G1:
@oiioxford
@sandrawachter5
@b_mittelstadt
@uniofoxford
@wireduk
@tahayasseri
@turinginst
@floridi
@sannaojanpera
@wired

Top Mentioned in G2:
@oiioxford
@floridi
@geoplace
@ottokassi
@jessrmorley
@sandrawachter5
@turinginst
@newstatesman
@fabianlferrari
@helenmargetts

Top Mentioned in G3:
@oiioxford
@turinginst
@floridi
@s
@cognition_x
@oxfordethicslab
@jessrmorley
@the2030vision
@xprize
@azeem

Top Mentioned in G4:
@oiioxford
@realdonaldtrump
@google
@signa_lab
@polbots
@hillaryclinton
@twitter
@schreckreports
@politico

Top Mentioned in G5:
@oiioxford
@noupside
@disruptberlin
@danielmilosk
@samgregory
@camillefranc
@intertwilight
@samuelwoolley
@iftf

Top Mentioned in G6:
@oiioxford
@asist_org
@ucd_ischool
@rdlankes
@nickpoole1
@ctspberkeley
@berkeleyischool
@twidale
@citrispolicylab
@bnonnecke

Top Mentioned in G7:
@oiioxford
@shuhbillskee
@insafenetwork
@bg_farrar
@chrisdc77
@cambridge_uni
@annefiskaali
@ben_c_j
@psych_writer
@psychscience

Top Mentioned in G8:
@oiioxford
@bostonjoan
@biellacoleman
@ubiquity75
@safiyanoble
@marylgray
@langdonw
@lizlosh
@lesdoggg
@hypervisible

Top Mentioned in G9:
@oiioxford
@publicstandards
@pkathrani
@ailawhub
@lgacomms
@rusi_org
@ico
@hetanshah
@monishash
@monishashah

Top Mentioned in G10:
@oiioxford
@wolfsoncollege
@oxfordfljs
@ccmpswarwickuni
@r0xanaradu
@oxfordlawfac
@damiantambini
@medialse
@sandrawachter5
@b_mittelstadt

Top Tweeters
Top Tweeters in Entire Graph:
@independent
@calcaware
@nytimes
@mashable
@washingtonpost
@politico
@bbcworld
@thedailybeast
@santchiweb
@caring_mobile

Top Tweeters in G1:
@neurolawguy
@aveeksen
@nick88msn
@wired
@netievalage
@wireduk
@fabiochiusi
@thecuriousluke
@iljaklink
@timandraharknes

Top Tweeters in G2:
@independent
@santchiweb
@caring_mobile
@solobasssteve
@giuliog
@rykalski
@cityam
@marketplace
@newstatesman
@datadrivencare

Top Tweeters in G3:
@calcaware
@vesperuk
@vishne0
@dme_health
@4deerhound
@giancrown
@epidatageek
@un
@infomgmtexec
@followlori

Top Tweeters in G4:
@nytimes
@washingtonpost
@politico
@thedailybeast
@godaddy
@godaddyhelp
@alejandro_lelo
@google
@mcclatchydc
@militarytimes

Top Tweeters in G5:
@bbcworld
@specghost
@dzigavertovv
@julieposetti
@tchambers
@irenarco
@samgregory
@proflevin
@noupside
@iftf

Top Tweeters in G6:
@mchris4duke
@lisalibrarian
@janecowell8
@nickpoole1
@lorcand
@jeanettecastle
@rschon
@wiley9000
@bkcharvard
@rdlankes

Top Tweeters in G7:
@danielpryorr
@doctoe
@chrisdc77
@darrenlaur
@researchdigest
@shuhbillskee
@ben_c_j
@kcorish
@cambridge_uni
@psychscience

Top Tweeters in G8:
@dr_black
@miriamkp
@lifewinning
@annamasera
@histoftech
@npseaver
@hypervisible
@cjamcmahon
@ubiquity75
@lesdoggg

Top Tweeters in G9:
@lgacomms
@hetanshah
@pkathrani
@iconews
@royalholloway
@rusi_org
@publicstandards
@uclpublicpolicy
@janeram14089961
@goodfaith

Top Tweeters in G10:
@torchoxford
@medialse
@damiantambini
@wolfsoncollege
@oxfordlawfac
@oxfordfljs
@dhoxss
@oxlifewriting
@r0xanaradu
@kingsenglishdpt


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