oiioxford, Twitter, 5/22/2020 8:44:48 AM, 227051


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oiioxford_2020-05-20_03-54-17.xlsx
oiioxford_2020-05-20_03-54-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 22, 2020
Short Description:
oiioxford via NodeXL https://bit.ly/2ZuzHZ8
@oiioxford
@floridi
@risj_oxford
@morfinn
@ccgleicester
@rosariataddeo
@dominiquehadria
@googledesign
@mariannmarcucci
@elastosorchard

Top hashtags:
#digitalethics
#covid19
#coronavirusapp
#ai
#podcast
#coronavirus

Description:
Description
The graph represents a network of 590 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, 20 May 2020 at 10:54 UTC.

The requested start date was Wednesday, 20 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 11-hour, 0-minute period from Wednesday, 06 May 2020 at 09:16 UTC to Tuesday, 19 May 2020 at 20:16 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 : 590
Unique Edges : 883
Edges With Duplicates : 1073
Total Edges : 1956
Number of Edge Types : 5
Retweet : 369
MentionsInRetweet : 804
Mentions : 695
Replies to : 72
Tweet : 16
Self-Loops : 17
Reciprocated Vertex Pair Ratio : 0.0807248764415156
Reciprocated Edge Ratio : 0.149390243902439
Connected Components : 6
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 585
Maximum Edges in a Connected Component : 1951
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.983777
Graph Density : 0.00377543092285114
Modularity : 0.460109
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 590 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, 20 May 2020 at 10:54 UTC.

The requested start date was Wednesday, 20 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 11-hour, 0-minute period from Wednesday, 06 May 2020 at 09:16 UTC to Tuesday, 19 May 2020 at 20:16 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:
[12] https://www.csmonitor.com/Technology/2020/0507/Free-movement-or-privacy-Pandemic-forces-new-trade-offs
[10] https://thephilosophyofinformation.blogspot.com/2020/05/frustration-and-apology-two-traps-of.html
[6] https://www.oii.ox.ac.uk/news/releases/report-finds-gig-workers-are-among-the-most-vulnerable-groups-in-south-africas-covid-19-crisis/
[4] https://elgar.blog/2020/05/06/digital-politics-time-for-researchers-to-challenge-the-hype/
[4] https://www.youtube.com/watch?v=rg7BNJaCZFc&feature=youtu.be

[3] https://twitter.com/RosariaTaddeo/status/1260584717927284739
[3] https://medium.com/digitalpolicysalon/the-fourth-revolution-and-the-ethics-of-information-3eebc0d2ced8
[3] https://www.youtube.com/watch?v=GiSsil0E44k

[3] https://www.bbc.co.uk/news/technology-52558559
[3] https://comprop.oii.ox.ac.uk/research/coronavirus-weekly-briefings/

Top URLs in Tweet in G1:
[4] https://www.oii.ox.ac.uk/news/releases/report-finds-gig-workers-are-among-the-most-vulnerable-groups-in-south-africas-covid-19-crisis/
[3] https://www.bbc.co.uk/news/technology-52558559
[3] https://www.youtube.com/watch?v=rg7BNJaCZFc&feature=youtu.be

[2] https://us02web.zoom.us/webinar/register/7715877326378/WN_mXexFeLtSr27JeoSsdxGUw
[2] https://theconversation.com/coronavirus-school-closures-impact-1-3-billion-children-and-remote-learning-is-increasing-inequality-138656?utm_source=twitter&utm_medium=bylinetwitterbutton
[2] http://ofcomnewsreleases.cmail20.com/t/ViewEmail/i/E93986F20F3F83942540EF23F30FEDED/AF39858CCDA782104E9AB52EF5D51DA2
[2] https://www.youtube.com/user/OIIOxford
[2] https://theconversation.com/coronavirus-school-closures-impact-1-3-billion-children-and-remote-learning-is-increasing-inequality-138656
[2] https://www.oii.ox.ac.uk/videos/the-good-the-bad-and-the-ugly-data/
[1] https://us02web.zoom.us/webinar/register/2515885833532/WN_YJqyEL3iQkmKOdKlrc_xkg

Top URLs in Tweet in G2:
[11] https://www.csmonitor.com/Technology/2020/0507/Free-movement-or-privacy-Pandemic-forces-new-trade-offs
[10] https://thephilosophyofinformation.blogspot.com/2020/05/frustration-and-apology-two-traps-of.html
[3] https://www.youtube.com/watch?v=GiSsil0E44k

[3] https://medium.com/digitalpolicysalon/the-fourth-revolution-and-the-ethics-of-information-3eebc0d2ced8
[3] https://twitter.com/RosariaTaddeo/status/1260584717927284739
[2] https://twitter.com/Floridi/status/1260586627677802498
[1] http://bit.ly/2X4pcsI
[1] http://bit.ly/2WXnBFd
[1] http://bit.ly/ResearcherSpotlight
[1] https://www.turing.ac.uk/news/turing-appoints-dstl-ethics-fellow-mariarosaria-taddeo

Top URLs in Tweet in G3:
[2] https://www.demdigest.org/how-to-resist-the-authoritarian-surge/
[2] https://onezero.medium.com/lie-machines-how-governments-are-using-tech-to-spread-misinformation-about-covid-19-179904c231f8?source=social---tw.onezero
[2] https://comprop.oii.ox.ac.uk/research/coronavirus-weekly-briefings/
[1] https://us02web.zoom.us/webinar/register/8715898130151/WN_xGlMOacTSbqvBwl0qOCw-A
[1] https://comprop.oii.ox.ac.uk/research/coronavirus-information-youtube/
[1] https://www.bostonglobe.com/2020/05/06/nation/how-memes-text-chains-online-conspiracies-haves-fueled-coronavirus-protesters-discord/?event=event25
[1] http://heppas.blogspot.com/2020/05/lie-machines.html
[1] https://www.oii.ox.ac.uk/events/lie-machines-online-book-launch/
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fonezero.medium.com%2Flie-machines-how-governments-are-using-tech-to-spread-misinformation-about-covid-19-179904c231f8
[1] https://www.infodocket.com/2020/05/13/the-latest-edition-of-the-coronavirus-misinformation-weekly-briefing-from-the-oxford-internet-institute-now-available/

Top URLs in Tweet in G4:
[2] https://www.telegraph.co.uk/news/newstopics/mps-expenses/5562772/Kitty-Ussher-resigns-from-Government-over-tax-dodge-MPs-expenses.html
[1] https://twitter.com/uklabourdigital/status/1260868472810192896
[1] https://www.facebook.com/events/904060236707766/
[1] https://reutersinstitute.politics.ox.ac.uk/infodemic-how-people-six-countries-access-and-rate-news-and-information-about-coronavirus
[1] https://mailchi.mp/politics.ox.ac.uk/how-the-pandemic-threatens-press-freedom-worldwide?e=f908428fbc

Top URLs in Tweet in G5:
[2] https://ilabour.oii.ox.ac.uk/pandemic-proof-jobs/
[1] https://www.youtube.com/watch?v=Lz-r8OEawQ4&feature=youtu.be

[1] https://twitter.com/Cedefop/status/1262672868564971520
[1] https://doi.org/10.1002/poi3.238
[1] https://www.oii.ox.ac.uk/news/releases/report-finds-gig-workers-are-among-the-most-vulnerable-groups-in-south-africas-covid-19-crisis/
[1] https://www.oii.ox.ac.uk/blog/why-social-data-science-matters-to-societal-resilience/
[1] https://www.oii.ox.ac.uk/blog/conducting-a-cheap-and-fast-online-survey-advice-from-research/

Top URLs in Tweet in G6:
[1] https://atozofai.withgoogle.com/?linkId=88086885
[1] https://atozofai.withgoogle.com/intl/en-US/

Top URLs in Tweet in G7:
[1] https://lsspjournal.biomedcentral.com/articles/10.1186/s40504-018-0074-1
[1] https://www.vice.com/en_us/article/4ayywp/refusing-to-use-coronavirus-contact-tracing-app

Top URLs in Tweet in G9:
[2] https://www.living-innovation.net/news/article?id=146&title=big-data-and-the-new-normal
[1] http://podcasts.bernardmarr.com/1045873/3627907-big-data-and-ai-is-the-hype-justified-bernard-marr

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1262838604491096065
[1] https://twitter.com/datasociety/status/1262714621728677891
[1] https://www.openglobalrights.org/systemic-bias-in-data-models-is-a-human-rights-issue/?lang=English
[1] https://twitter.com/i/web/status/1260479787191152642

Top Domains
Top Domains in Tweet in Entire Graph:
[43] twitter.com
[26] ac.uk
[12] youtube.com
[12] csmonitor.com
[11] blogspot.com
[8] co.uk
[7] medium.com
[6] zoom.us
[4] bit.ly
[4] theconversation.com

Top Domains in Tweet in G1:
[16] twitter.com
[11] ac.uk
[6] co.uk
[6] youtube.com
[4] zoom.us
[4] theconversation.com
[2] cmail20.com
[2] faveeo.com
[1] opendemocracy.net
[1] csmonitor.com

Top Domains in Tweet in G2:
[11] csmonitor.com
[11] twitter.com
[10] blogspot.com
[4] youtube.com
[4] medium.com
[3] bit.ly
[2] ac.uk
[2] ssrn.com
[2] vodafone-institut.de
[1] nhs.uk

Top Domains in Tweet in G3:
[5] ac.uk
[3] medium.com
[2] demdigest.org
[1] zoom.us
[1] bostonglobe.com
[1] blogspot.com
[1] infodocket.com
[1] oup.com
[1] twitter.com

Top Domains in Tweet in G4:
[2] co.uk
[1] twitter.com
[1] facebook.com
[1] ac.uk
[1] mailchi.mp

Top Domains in Tweet in G5:
[5] ac.uk
[1] youtube.com
[1] twitter.com
[1] doi.org

Top Domains in Tweet in G6:
[2] withgoogle.com

Top Domains in Tweet in G7:
[1] biomedcentral.com
[1] vice.com

Top Domains in Tweet in G9:
[2] living-innovation.net
[1] bernardmarr.com

Top Domains in Tweet in G10:
[3] twitter.com
[1] openglobalrights.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[29] digitalethics
[26] covid19
[19] coronavirusapp
[17] ai
[15] podcast
[15] coronavirus
[15] liemachines
[14] datascience
[12] ethics
[10] covidー19



Top Hashtags in Tweet in G1:
[13] datascience
[8] covidー19
[7] covid19
[4] data
[3] ethics
[3] coronavirus
[3] inequalities
[2] liemachines
[2] researcherspotlight
[2] contacttracing

Top Hashtags in Tweet in G2:
[28] digitalethics
[18] coronavirusapp
[12] ai
[9] ethics
[8] vtalk
[6] aiandi
[6] aiethics
[5] covid19
[3] technology
[3] cogx2020

Top Hashtags in Tweet in G3:
[12] liemachines
[3] ica20
[2] covid
[2] misinfo
[2] covid19
[1] futureproofdemocracy
[1] bots
[1] trolls
[1] democracy
[1] fakenews

Top Hashtags in Tweet in G4:
[4] covid19
[3] labourdigital2020

Top Hashtags in Tweet in G5:
[5] crowdlearn
[5] platform
[1] covid_19
[1] skills
[1] gigeconomy
[1] careers
[1] chro
[1] covidー19

Top Hashtags in Tweet in G6:
[7] ia

Top Hashtags in Tweet in G7:
[2] covid19
[1] contacttracingapp

Top Hashtags in Tweet in G8:
[5] pve
[4] cve
[1] coronavirus
[1] covid19

Top Hashtags in Tweet in G9:
[11] podcast
[3] covid19
[1] data
[1] bigdata
[1] ai
[1] machinelearning
[1] technologies
[1] liemachines

Top Hashtags in Tweet in G10:
[6] datamodels
[6] humanrights
[6] rightsholders
[1] covid_19
[1] discrimination
[1] datauniversalism

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[120] oiioxford
[31] safiyanoble
[30] data
[29] book
[27] brilliant
[27] colleague
[27] phil
[27] howard
[27] need
[27] lie

Top Words in Tweet in G2:
[99] floridi
[61] oiioxford
[50] turinginst
[44] ethics
[38] rosariataddeo
[32] dstlmod
[31] oxfordethicslab
[29] ethical
[29] interview
[28] #digitalethics

Top Words in Tweet in G3:
[49] oiioxford
[26] pnhoward
[21] director
[13] book
[13] howard
[12] release
[12] #liemachines
[12] news
[12] philip
[11] celebrate

Top Words in Tweet in G4:
[14] uklabourdigital
[12] kittyussher
[11] darrenpjones
[11] today
[10] 5pm
[10] competition
[10] big
[10] tech
[9] oiioxford
[9] rasmus_kleis

Top Words in Tweet in G5:
[34] online
[25] gig
[13] ilabourproject
[12] workers
[11] jobs
[11] pandemic
[11] proof
[11] freelancers
[11] high
[11] demand

Top Words in Tweet in G6:
[16] google
[9] learn
[9] key
[9] terms
[9] understanding
[9] artificial
[9] intelligence
[9] impact
[9] world
[9] guide

Top Words in Tweet in G7:
[13] duty
[13] contact
[13] tracing
[13] motherboard
[13] jerk
[12] check
[12] whether
[12] moral
[12] use
[12] apps

Top Words in Tweet in G8:
[12] jonmbright
[12] oiioxford
[8] whatthewomensay
[6] samuelrizk
[6] undp
[6] inflammatory
[6] content
[6] well
[6] media
[6] undpogc

Top Words in Tweet in G9:
[14] big
[14] data
[14] viktor_ms
[14] oiioxford
[12] hype
[11] ai
[11] justified
[11] #podcast
[11] speak
[11] professor

Top Words in Tweet in G10:
[6] oiioxford
[6] blog
[6] digitalethics
[6] systemic
[6] bias
[6] #datamodels
[6] #humanrights
[6] issue
[6] engagement
[6] #rightsholders

Top Word Pairs
Top Word Pairs in Tweet in G2:
[27] dstlmod,ethics
[27] ethics,fellow
[27] floridi,professor
[27] #digitalethics,far
[27] far,scope
[27] scope,reaches
[27] oiioxford,oxfordethicslab
[27] letter,nhs
[27] nhs,ethics
[27] ethics,advisory

Top Word Pairs in Tweet in G3:
[23] director,oiioxford
[23] philip,howard
[19] celebrate,release
[17] release,#liemachines
[17] virtual,book
[17] book,launch
[17] wednesday,20
[16] 20,join
[16] howard,director
[16] oiioxford,celebrate

Top Word Pairs in Tweet in G4:
[13] big,tech
[12] join,uklabourdigital
[11] uklabourdigital,5pm
[11] 5pm,today
[11] today,discuss
[11] discuss,competition
[11] competition,law
[11] law,big
[11] tech,ll
[10] ll,hearing

Top Word Pairs in Tweet in G5:
[10] online,jobs
[7] jobs,pandemic
[7] pandemic,proof
[7] proof,freelancers
[7] freelancers,high
[7] high,demand
[7] demand,online
[7] online,workers
[7] workers,facing
[7] facing,cuts

Top Word Pairs in Tweet in G6:
[11] learn,key
[11] key,terms
[11] terms,understanding
[11] understanding,artificial
[11] artificial,intelligence
[11] intelligence,impact
[11] impact,world
[11] world,guide
[11] googledesign,learn
[11] guide,google

Top Word Pairs in Tweet in G7:
[9] contact,tracing
[9] check,motherboard
[9] motherboard,whether
[9] whether,moral
[9] moral,duty
[9] duty,use
[9] use,contact
[9] tracing,apps
[8] apps,jerk
[8] b_mittelstadt,check

Top Word Pairs in Tweet in G8:
[13] jonmbright,oiioxford
[12] whatthewomensay,jonmbright
[12] inflammatory,content
[12] nikasaeedi,samuelrizk
[12] junk,news
[12] unesco,undpogc
[12] undp,nikasaeedi
[12] oiioxford,junk
[12] news,websites
[11] websites,produce

Top Word Pairs in Tweet in G9:
[12] big,data
[6] viktor_ms,oiioxford
[6] data,ai
[4] ai,hype
[4] hype,justified
[4] justified,#podcast
[3] #podcast,speak
[3] speak,professor
[3] professor,viktor_ms
[3] bernardmarr,big

Top Word Pairs in Tweet in G10:
[14] blog,digitalethics
[13] digitalethics,systemic
[11] systemic,bias
[11] bias,#datamodels
[11] #datamodels,#humanrights
[11] #humanrights,issue
[11] issue,engagement
[11] engagement,#rightsholders
[11] isabel_ebert,blog
[10] #rightsholders,isâ

Top Replied-To
Top Replied-To in Entire Graph:
@oiioxford
@monaelswah
@darrenjamesni
@rudolphukka
@maxi_macki
@rosariataddeo
@turinginst
@pj_webster
@vilile
@alishadavies1

Top Replied-To in G1:
@oiioxford
@darrenjamesni
@rudolphukka
@maxi_macki
@alishadavies1
@hare_brain
@the_tuc
@vickinashoii
@aesp08
@humanosmaistec

Top Replied-To in G2:
@rosariataddeo
@turinginst
@oiioxford
@maxi_macki
@floridi

Top Replied-To in G3:
@monaelswah
@etaylaw
@jkoh55
@richove

Top Replied-To in G4:
@darrenpjones
@90248a
@oiioxford
@fransolvez

Top Replied-To in G5:
@oliverbeige
@vilile

Top Replied-To in G6:
@womens_forum

Top Replied-To in G7:
@b_mittelstadt

Top Replied-To in G8:
@whatthewomensay

Top Replied-To in G10:
@c___cs
@docdre
@f_kaltheuner
@ginasue

Top Mentioned
Top Mentioned in Entire Graph:
@oiioxford
@floridi
@turinginst
@pnhoward
@rosariataddeo
@dstlmod
@safiyanoble
@oxfordethicslab
@vickinashoii
@b_mittelstadt

Top Mentioned in G1:
@oiioxford
@safiyanoble
@vickinashoii
@pnhoward
@balazsvedres
@blurky
@turinginst
@b_mittelstadt
@floridi
@motherboard

Top Mentioned in G2:
@floridi
@oiioxford
@turinginst
@rosariataddeo
@dstlmod
@oxfordethicslab
@agoerlach
@caiocvm
@vf_institute
@ipaus

Top Mentioned in G3:
@oiioxford
@pnhoward
@polbots
@hope_reese
@ballioloxford
@ozm
@richove
@bcmerchant
@yalepress
@blackwellbooks

Top Mentioned in G4:
@uklabourdigital
@kittyussher
@darrenpjones
@rasmus_kleis
@oiioxford
@demos
@techuk
@neil13r
@risj_oxford
@antoniskalog

Top Mentioned in G5:
@ilabourproject
@tom_swing
@oiioxford
@wesjnl
@cedefop
@k_pouliakas
@vilile
@fabian_stephany
@geoplace
@anoush

Top Mentioned in G6:
@google
@oiioxford
@googledesign
@42madridftef
@googleai
@chiaracorazzawf
@microsoft
@bnpparibas
@loreal
@axa

Top Mentioned in G7:
@motherboard
@b_mittelstadt
@oiioxford
@turinginst
@matthancock
@nhsx
@bprainsack
@effyvayena
@safiyanoble
@cennydd

Top Mentioned in G8:
@jonmbright
@oiioxford
@whatthewomensay
@undp
@nikasaeedi
@samuelrizk
@unesco
@undpogc
@miambloom
@sanambna

Top Mentioned in G9:
@viktor_ms
@oiioxford
@bernardmarr
@livinginnovati1
@pnhoward
@caixaciencia

Top Mentioned in G10:
@oiioxford
@digitalethics
@isabel_ebert
@ginasue
@docdre
@beccalew
@balazsvedres
@safiyanoble
@ogr_en
@bhrrc

Top Tweeters
Top Tweeters in Entire Graph:
@cybersec_feeds
@sumanebot
@vg123e
@bostonglobe
@corriere
@caring_mobile
@avonan
@latimes
@alcinx
@justbementalist

Top Tweeters in G1:
@latimes
@alcinx
@justbementalist
@jkohlmann
@akdm_bot
@vice
@margymaclibrary
@conversationuk
@nvsdata
@grjenkin

Top Tweeters in G2:
@cybersec_feeds
@caring_mobile
@giuliog
@coyotegris
@syawal
@maperez324
@vodafone_de
@a76r
@sunil_abraham
@jedichaz

Top Tweeters in G3:
@bostonglobe
@corneliagracchi
@timgollins
@emilie1997toky0
@jasonpalmer1971
@dlberes
@infodocket
@jennawrighthc
@acculation
@dr_maimusie

Top Tweeters in G4:
@luzmelyreyes
@eduardosuarez
@bhekisisa_mg
@saharaguts
@inmaorg
@sp_jimbob
@nunovargas
@rasmus_kleis
@techuk
@reportinghealth

Top Tweeters in G5:
@andrewatter
@claudiakincaid
@interactionsinc
@simmsmelanie
@rodriguezluz_
@oliverbeige
@andyspence
@rebweicht
@cedefop
@vilile

Top Tweeters in G6:
@google
@ericjdesigns
@lenovo
@deepindex
@angelalvarez
@openedsource
@womens_forum
@sdonairesilvia
@loreal
@microsoft

Top Tweeters in G7:
@avonan
@motherboard
@selfishprotein
@cennydd
@matthancock
@76whit
@hanachronism
@bprainsack
@m_lorek
@boom_lawyered

Top Tweeters in G8:
@undp
@miambloom
@unesco
@sanambna
@unodc
@whatthewomensay
@rubykholifah
@nikasaeedi
@sa
@undpogc

Top Tweeters in G9:
@hubofml
@greentechdon
@failedronin
@bernardmarr
@chrisperezatl
@rafarubio
@rritools
@dragonuyradio14
@caixaciencia
@caixacienciacat

Top Tweeters in G10:
@docdre
@digitalethics
@bhrrc
@ogr_en
@ginasue
@stenderworld
@beccalew
@f_kaltheuner
@kathryneccles
@isabel_ebert