oiioxford, Twitter, 12/14/2022 6:35:37 PM, 286279


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oiioxford_2022-12-14_03-45-21.xlsx
oiioxford_2022-12-14_03-45-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 14, 2022
Short Description:
oiioxford via NodeXL https://bit.ly/3VZj95Q
@oiioxford
@maasalan
@talayedaar
@leotanczt
@sandrawachter5
@yangjii1
@lauramherman_
@floridi
@owenbaily1982
@towardsfairwork

Top hashtags:
#ai
#us
#talkingaboutplatforms
#digitalethics
#thealgorithmicpedestal
#floridi

Description:
Description
The graph represents a network of 583 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, 14 December 2022 at 11:46 UTC.

The requested start date was Wednesday, 14 December 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, 2-hour, 25-minute period from Wednesday, 30 November 2022 at 10:09 UTC to Tuesday, 13 December 2022 at 12:34 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 : 583
Unique Edges : 835
Edges With Duplicates : 1428
Total Edges : 2263
Number of Edge Types : 5
Retweet : 442
MentionsInRetweet : 961
Mentions : 786
Tweet : 19
Replies to : 55
Self-Loops : 25
Reciprocated Vertex Pair Ratio : 0.0758676351896691
Reciprocated Edge Ratio : 0.141035258814704
Connected Components : 8
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 567
Maximum Edges in a Connected Component : 2244
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.926714
Graph Density : 0.00392860721590541
Modularity : 0.397019
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 583 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, 14 December 2022 at 11:46 UTC.

The requested start date was Wednesday, 14 December 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, 2-hour, 25-minute period from Wednesday, 30 November 2022 at 10:09 UTC to Tuesday, 13 December 2022 at 12:34 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://papers.ssrn.com/sol3/papers.cfm?abstract_id=4298431
[7] http://ws-jp.co.jp/2020/05/30/cybersecurity-5/
[6] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4300141
[4] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-04397-7
[4] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4282827
[3] https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0274630
[3] https://twitter.com/oiioxford/status/1600796710711840768
[3] https://www.linkedin.com/news/story/big-ideas-2023-live-con-luciano-floridi-5075329/
[2] https://www.ssrn.com/index.cfm/en/Centre-Digital-Ethics-CEDE-RES/
[2] https://podfollow.com/e/15263b

Top URLs in Tweet in G1:
[1] https://twitter.com/oiioxford/status/1598635999680135171

Top URLs in Tweet in G2:
[3] https://twitter.com/oiioxford/status/1600796710711840768
[2] https://www.oii.ox.ac.uk/people/vacancies/
[2] https://www.linkedin.com/news/story/big-ideas-2023-live-con-luciano-floridi-5075329/
[2] https://www.ox.ac.uk/news/2022-12-08-new-exhibit-highlights-differences-between-algorithmic-and-human-curation
[1] https://twitter.com/oxsocsci/status/1597649362771128320
[1] https://eu.vocuspr.com/ViewNewsOnDemand.aspx?ArticleID=3769938_24398_12790155
[1] https://www.oii.ox.ac.uk/news-events/news/grief-technology-and-revolution-a-women-and-youth-led-revolution-in-iran/
[1] https://forbes.it/
[1] https://forbes.it/2022/12/05/fabrica-floridi-economia-circolare-e-lotta-allo-spreco-sono-i-temi-al-centro-della-nuova-puntata/
[1] https://formiche.net/

Top URLs in Tweet in G3:
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-04397-7
[2] https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0274630
[2] https://blog.politics.ox.ac.uk/pro-innovation-and-pro-ethics-threading-the-needle-in-uk-ai-policy/
[1] https://twitter.com/oiioxford/status/1602613059117277184
[1] https://www.abc.net.au/news/2022-12-12/robodebt-algorithms-black-box-explainer/101215902
[1] https://www.oii.ox.ac.uk/news-events/news/ai-creates-unintuitive-and-unconventional-groups-to-make-life-changing-decisions-yet-current-laws-do-not-protect-group-members-from-ai-generated-unfair-outcomes-says-new-paper/
[1] https://twitter.com/SandraWachter5/status/1602269607682777090
[1] https://www.wired.com/story/amazons-creep-into-health-care-has-some-experts-spooked/
[1] https://noyb.eu/en/noyb-win-personalized-ads-facebook-instagram-and-whatsapp-declared-illegal
[1] https://journals.sagepub.com/doi/10.1177/20539517221132535

Top URLs in Tweet in G4:
[9] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4298431
[5] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4300141
[4] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4282827
[2] https://t.co/MdiRlzuZLm
[2] https://www.amazon.co.jp/-/en/%E3%83%AB%E3%83%81%E3%82%A2%E3%83%BC%E3%83%8E%E3%83%BB%E3%83%95%E3%83%AD%E3%83%AA%E3%83%87%E3%82%A3/dp/4866251379/ref=sr_1_1?dchild=1&keywords=%E6%83%85%E5%A0%B1%E5%93%B2%E5%AD%A6%E5%A4%A7%E5%85%A8&qid=1611656224&sr=8-1
[2] https://www.ssrn.com/index.cfm/en/Centre-Digital-Ethics-CEDE-RES/
[1] https://t.co/rfyM82GdKn
[1] https://t.co/kyYlONbzxR
[1] https://forbes.it/
[1] https://forbes.it/2022/12/05/fabrica-floridi-economia-circolare-e-lotta-allo-spreco-sono-i-temi-al-centro-della-nuova-puntata/

Top URLs in Tweet in G6:
[2] https://podfollow.com/e/15263b
[2] https://www.bbk.ac.uk/events/remote_event_view?id=35242
[1] https://www.plutobooks.com/9780745340180/geographies-of-digital-exclusion/
[1] https://twitter.com/geoplace/status/1599704888560291840
[1] https://twitter.com/geoplace/status/1599788224045776897
[1] https://fair.work/en/fw/engage/merch/
[1] https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0274630
[1] https://podfollow.com/e/15629c
[1] https://www.vice.com/en/article/wxnaqz/ai-isnt-artificial-or-intelligent
[1] https://citra.org.ar/metodo-citra-vol-12/

Top URLs in Tweet in G7:
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs11023-022-09613-x
[1] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4298431

Top URLs in Tweet in G9:
[1] https://twitter.com/cassidybereskin/status/1601222838647943168
[1] https://www.wadham.ox.ac.uk/news/its-not-her-fault-trusting-alexa-not-amazon

Top Domains
Top Domains in Tweet in Entire Graph:
[34] twitter.com
[24] ssrn.com
[23] ac.uk
[9] co.jp
[5] nature.com
[4] youtube.com
[4] forbes.it
[4] t.co
[3] podfollow.com
[3] podigee.io

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

Top Domains in Tweet in G2:
[19] twitter.com
[14] ac.uk
[2] forbes.it
[2] linkedin.com
[2] ssrn.com
[2] nature.com
[2] podigee.io
[2] youtube.com
[1] vocuspr.com
[1] formiche.net

Top Domains in Tweet in G3:
[3] twitter.com
[3] ac.uk
[3] nature.com
[2] plos.org
[1] net.au
[1] wired.com
[1] noyb.eu
[1] sagepub.com
[1] hiig.de
[1] paper.li

Top Domains in Tweet in G4:
[21] ssrn.com
[4] t.co
[2] forbes.it
[2] formiche.net
[2] nuvolaverde.eu
[2] co.jp
[1] linkedin.com
[1] ac.uk
[1] emerald.com
[1] twitter.com

Top Domains in Tweet in G6:
[3] twitter.com
[3] podfollow.com
[2] ac.uk
[1] plutobooks.com
[1] fair.work
[1] plos.org
[1] vice.com
[1] org.ar

Top Domains in Tweet in G7:
[1] springer.com
[1] ssrn.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[31] ai
[9] us
[9] talkingaboutplatforms
[8] digitalethics
[6] thealgorithmicpedestal
[6] floridi
[6] igf2022
[6] onlinesafetybill
[5] ethics
[4] entrepreneurial



Top Hashtags in Tweet in G1:
[2] ù…ù‡ø³ø§_ø§ù…ûœù†ûœ
[2] opiran
[1] فهیمه_کریمی
[1] مهسا_امینی
[1] توماج_صالحی
[1] iranrevoiution
[1] mahsaamini
[1] womenlifefreedom
[1] iranrevoiution2022

Top Hashtags in Tweet in G2:
[6] thealgorithmicpedestal
[5] ai
[5] onlinesafetybill
[4] keseedfund
[3] igf2022
[3] digitalethics
[3] research
[2] entrepreneurial
[2] googlealerts
[2] aiethics

Top Hashtags in Tweet in G3:
[6] ai
[3] assessment
[2] igf2022
[2] education
[2] internetgovernance
[1] onlinesafetybill
[1] lunchtalk
[1] sustainable
[1] entrepreneurship
[1] set

Top Hashtags in Tweet in G4:
[16] ai
[7] us
[5] floridi
[5] digitalethics
[4] ethics
[4] abtesting
[1] googlealerts
[1] lawtwitter
[1] igf2022
[1] internet

Top Hashtags in Tweet in G5:
[3] mohammadmehdikarami
[3] mehdikarami
[2] mahsaaamini
[1] alimoazemi
[1] علی_معظمی
[1] mehdi_karami
[1] سهیل_جهانگیری
[1] mohammadhosseini
[1] محمد_حسینی

Top Hashtags in Tweet in G6:
[2] fairworkpodcast
[2] ai
[2] wage
[2] worker
[2] exploitation
[1] equitableai
[1] accountableai
[1] gigwork
[1] ethicalai
[1] artificialintelligence

Top Hashtags in Tweet in G7:
[1] us
[1] ai

Top Hashtags in Tweet in G9:
[1] ai
[1] machinelearning
[1] amazon
[1] alexa
[1] privacy
[1] data

Top Words
Top Words in Tweet in Entire Graph:
[345] oiioxford
[137] iran
[106] maasalan
[101] work
[96] floridi
[96] happening
[95] revolution
[91] below
[90] asked
[88] university

Top Words in Tweet in G1:
[134] iran
[96] maasalan
[91] revolution
[85] university
[85] below
[85] work
[85] asked
[85] happening
[85] reflect
[85] reflections

Top Words in Tweet in G2:
[95] oiioxford
[44] uniofoxford
[34] lauramherman_
[30] algorithmic
[27] exhibit
[24] curation
[22] researchers
[22] algorithms
[21] january
[19] funding

Top Words in Tweet in G3:
[38] oiioxford
[33] sandrawachter5
[19] fabian_stephany
[18] paper
[18] nature
[18] interview
[15] research
[15] see
[14] chatbots
[14] b_mittelstadt

Top Words in Tweet in G4:
[72] oiioxford
[60] floridi
[37] ssrn
[27] ethics
[22] open
[22] digital
[22] techuk
[16] #ai
[16] summit
[15] access

Top Words in Tweet in G5:
[9] usambun
[9] cbsnews
[9] nbcnews
[9] oiioxford
[9] maasalan
[9] ichri
[9] jomanacnn
[9] losangelestimes
[9] ancnews
[9] msnbc

Top Words in Tweet in G6:
[9] oiioxford
[9] online
[8] centre
[8] business
[8] join
[8] seminar
[8] mattcoleworks
[8] responsible
[7] discuss
[6] birkbeckbei

Top Words in Tweet in G7:
[22] floridi
[21] oiioxford
[19] back
[19] step
[19] existing
[19] research
[19] useful
[19] meta
[19] wong
[19] david

Top Words in Tweet in G8:
[2] spriteplus
[2] word
[2] uclengineering
[2] spread
[2] ukri_news
[2] please
[2] uclisec
[2] help
[2] vision_ukprp
[2] rephrain1

Top Words in Tweet in G9:
[7] oiioxford
[5] january
[5] come
[5] cassidybereskin
[4] colleague
[4] distrust
[4] still
[4] people
[4] fellow
[4] media

Top Words in Tweet in G10:
[14] bbcsouthnews
[12] owenbaily1982
[10] service
[10] spread
[10] today
[10] southern
[10] speak
[10] delighted
[10] gambling
[10] yesterday

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[86] iran,below
[86] asked,reflect
[86] happening,iran
[86] below,reflections
[86] university,asked
[86] reflect,work
[85] maasalan,university
[82] reflections,iranâ
[82] work,whatâ
[82] whatâ,happening

Top Word Pairs in Tweet in G1:
[85] below,reflections
[85] asked,reflect
[85] iran,below
[85] university,asked
[85] reflect,work
[85] happening,iran
[84] maasalan,university
[81] reflections,iranâ
[81] whatâ,happening
[81] work,whatâ

Top Word Pairs in Tweet in G2:
[17] funding,esrc
[15] awarded,funding
[15] oiioxford,awarded
[14] human,curation
[14] algorithmic,human
[13] uniofoxford,researchers
[10] differences,between
[10] algorithms,exhibit
[10] art,algorithms
[10] exhibit,highlights

Top Word Pairs in Tweet in G3:
[16] interview,nature
[13] see,interview
[13] stokel,chatbots
[13] disrupting,science
[13] future,research
[13] science,academia
[13] nature,stokel
[13] chatbots,disrupting
[13] academia,future
[12] sandrawachter5,see

Top Word Pairs in Tweet in G4:
[29] floridi,oiioxford
[22] digital,ethics
[15] open,access
[14] bimedotcom,tom_unspun
[14] ssrn,oiioxford
[14] oiioxford,ssrn
[14] ssrn,bimedotcom
[13] ethics,summit
[12] fatimabo,estelamandela
[12] tom_unspun,fatimabo

Top Word Pairs in Tweet in G5:
[9] cbsnews,nbcnews
[9] nbcnews,msnbc
[9] ichri,cbsnews
[9] viceworldnews,usambun
[9] abaerbock,jomanacnn
[9] jomanacnn,viceworldnews
[9] losangelestimes,ancnews
[9] msnbc,losangelestimes
[9] nazaninnour,abaerbock
[9] usambun,maasalan

Top Word Pairs in Tweet in G6:
[8] business,centre
[8] responsible,business
[8] online,seminar
[7] mattcoleworks,oiioxford
[6] oiioxford,joins
[6] tomorrow,responsible
[6] joins,discuss
[6] birkbeckbei,join
[6] seminar,mattcoleworks
[6] centre,online

Top Word Pairs in Tweet in G7:
[19] useful,step
[19] wong,floridi
[19] building,existing
[19] meta,oversightboard
[19] step,back
[19] overview,meta
[19] david,wong
[19] oiioxford,building
[19] floridi,oiioxford
[19] back,overview

Top Word Pairs in Tweet in G8:
[2] ukri_news,spriteplus
[2] uclengineering,ukri_news
[2] rephrain1,vision_ukprp
[2] spriteplus,rephrain1
[2] uclgenderhealth,uclengineering
[2] spread,word
[2] help,spread
[2] please,help
[2] word,uclisec
[2] uclisec,uclgenderhealth

Top Word Pairs in Tweet in G9:
[4] forum,coming
[4] media,forum
[4] katyah_kenkyuu,elizfetterolf
[4] fellow,katyah_kenkyuu
[4] cassidybereskin,organising
[4] _felixsimon_,oiioxford
[4] wadham,fellow
[4] coming,january
[4] oxford,synthetic
[4] colleague,cassidybereskin

Top Word Pairs in Tweet in G10:
[10] delighted,speak
[10] southern,gambling
[10] yesterday,delighted
[10] today,bbcsouthnews
[10] bbcsouthnews,spread
[10] launch,southern
[10] service,today
[10] gambling,service
[10] speak,launch
[9] owenbaily1982,yesterday

Top Replied-To
Top Replied-To in Entire Graph:
@oiioxford
@iranhrs99
@oxgovtech
@game_chanja
@owenbaily1982
@fabian_stephany
@boerol1
@perbberggreen
@uniofoxford
@falsettojohn

Top Replied-To in G1:
@oiioxford
@game_chanja
@holy_gpa

Top Replied-To in G2:
@oiioxford
@uniofoxford
@falsettojohn
@giuliocavalli
@icalzada

Top Replied-To in G3:
@oxgovtech
@fabian_stephany
@followlori

Top Replied-To in G4:
@boerol1
@perbberggreen
@fatimabo
@khulood_almani
@holgergelhausen
@diasleslye
@techuk

Top Replied-To in G5:
@iranhrs99
@mmdishere
@army_bts_jkll
@manchoolak
@hs8589

Top Replied-To in G6:
@towardsfairwork

Top Replied-To in G9:
@_felixsimon_

Top Replied-To in G10:
@owenbaily1982
@davidmbbell

Top Mentioned
Top Mentioned in Entire Graph:
@oiioxford
@maasalan
@floridi
@uniofoxford
@sandrawachter5
@ssrn
@lauramherman_
@meta
@oversightboard
@fabian_stephany

Top Mentioned in G1:
@maasalan
@oiioxford

Top Mentioned in G2:
@oiioxford
@uniofoxford
@lauramherman_
@oxforddeptofed
@vickinashoii
@floridi
@ukri_news
@esrc
@sandrawachter5

Top Mentioned in G3:
@oiioxford
@sandrawachter5
@nature
@fabian_stephany
@b_mittelstadt
@stokel
@c_russl
@roryjgillis
@johann_laux
@oxgovtech

Top Mentioned in G4:
@oiioxford
@floridi
@ssrn
@techuk
@bimedotcom
@tom_unspun
@estelamandela
@nrojoruiz
@fatimabo
@boerol1

Top Mentioned in G5:
@sanaebrahimi
@nazaninnour
@abaerbock
@jomanacnn
@viceworldnews
@usambun
@maasalan
@oiioxford
@ichri
@cbsnews

Top Mentioned in G6:
@oiioxford
@mattcoleworks
@birkbeckbei
@kellehowson
@robbiewarin
@appenglobal
@wzb_berlin
@plutopress
@towardsfairwork
@fabian_stephany

Top Mentioned in G7:
@floridi
@oiioxford
@meta
@oversightboard
@bechamilton
@ssrn
@evelyndouek
@jenny_domino

Top Mentioned in G8:
@uclisec
@uclgenderhealth
@uclengineering
@ukri_news
@spriteplus
@rephrain1
@vision_ukprp
@leotanczt
@vamhn

Top Mentioned in G9:
@oiioxford
@cassidybereskin
@katyah_kenkyuu
@elizfetterolf
@wadhamoxford
@_felixsimon_
@lauramherman_
@adobeuk
@contentauth
@flickrfdn

Top Mentioned in G10:
@bbcsouthnews
@owenbaily1982
@oxfordshirecc
@oxfordcity
@oxhomelessmvt
@oxonmenshealth
@bbcoxford
@theoxfordmail
@oiioxford

Top Tweeters
Top Tweeters in Entire Graph:
@_l17r_
@globeandmail
@bbcnews
@itsilverback
@omnico72
@komungaro3
@sheltgarner
@cnn
@syawal
@abcnews

Top Tweeters in G1:
@omnico72
@komungaro3
@berhem
@wunpini_fm
@ivon_ehd1
@aritku
@tijeroam
@aliasgharamiri2
@therudihartanto
@revolutioncap

Top Tweeters in G2:
@bbcnews
@syawal
@diebedra
@florsete
@codespoti
@future_of_ai
@cassiopeiaknits
@stimmeonline
@gypsymc2
@giuliocavalli

Top Tweeters in G3:
@_l17r_
@itsilverback
@abcnews
@michalboni
@wired
@charzynskikarol
@wireduk
@anna_mierzynska
@followlori
@nature

Top Tweeters in G4:
@sheltgarner
@rldi_lamy
@fluxcapdoodah
@jeancayeux
@swardley
@nikkifirewall
@maponi
@khulood_almani
@bimedotcom
@efipm

Top Tweeters in G5:
@cnn
@cbsnews
@nbcnews
@guardiannews
@msnbc
@cbcnews
@cbcottawa
@ctvottawa
@un
@cnnbrk

Top Tweeters in G6:
@vice
@claudiakincaid
@danmcquillan
@plutopress
@mattcoleworks
@callumcant1
@birkbeckbei
@wzb_berlin
@appenglobal
@towardsfairwork

Top Tweeters in G7:
@iethics
@iureamicorum
@alexleavitt
@servidaandrea
@rexdouglass
@pamelasamuelson
@ieet
@meta
@bechamilton
@antibhadrata

Top Tweeters in G8:
@msgenevievemd
@pollicyorg
@chaynhq
@genderpol
@jotodd4
@wappphks
@respectuk
@uclengineering
@spriteplus
@uclgenderhealth

Top Tweeters in G9:
@charliebeckett
@oxfordsbs
@cassidybereskin
@adobeuk
@wavemakerglobal
@_felixsimon_
@wadhamoxford
@truepic
@katyah_kenkyuu
@contentauth

Top Tweeters in G10:
@theoxfordmail
@miche2my
@bbcsouthnews
@bbcoxford
@oxfordcity
@michaelfarrelle
@oxfordshirecc
@davidmbbell
@owenbaily1982
@pete_mccullagh


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