oiioxford, Twitter, 9/16/2020 8:23:44 PM, 235280


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oiioxford_2020-09-16_04-02-31.xlsx
oiioxford_2020-09-16_04-02-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 16, 2020
Short Description:
oiioxford via NodeXL https://bit.ly/33v84j6
@oiioxford
@reachcsrini
@floridi
@sandrawachter5
@itforchange
@oxsocsci
@arjun_sanyal
@milyasm71
@lilianedwards
@hiig_berlin

Top hashtags:
#aiethics
#oxcaigg
#artificialintelligence
#iot
#dataforpolicy2020
#ai
#gigeconomy

Description:
Description
The graph represents a network of 506 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, 16 September 2020 at 11:03 UTC.

The requested start date was Wednesday, 16 September 2020 at 00:01 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, 12-hour, 46-minute period from Wednesday, 02 September 2020 at 07:26 UTC to Tuesday, 15 September 2020 at 20:12 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 : 506
Unique Edges : 667
Edges With Duplicates : 1041
Total Edges : 1708
Number of Edge Types : 5
Retweet : 233
MentionsInRetweet : 512
Mentions : 860
Replies to : 90
Tweet : 13
Self-Loops : 17
Reciprocated Vertex Pair Ratio : 0.0543840177580466
Reciprocated Edge Ratio : 0.103157894736842
Connected Components : 5
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 501
Maximum Edges in a Connected Component : 1702
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 3.033999
Graph Density : 0.00371776308065589
Modularity : 0.378519
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 506 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, 16 September 2020 at 11:03 UTC.

The requested start date was Wednesday, 16 September 2020 at 00:01 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, 12-hour, 46-minute period from Wednesday, 02 September 2020 at 07:26 UTC to Tuesday, 15 September 2020 at 20:12 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:
[24] https://www.ssrn.com/abstract=3662302
[22] https://jolt.law.harvard.edu/assets/articlePDFs/v31/Counterfactual-Explanations-without-Opening-the-Black-Box-Sandra-Wachter-et-al.pdf
[16] https://www.publictechnology.net/articles/opinion/policymakers-must-start-asking-difficult-questions-ethics-ai-healthcare
[10] https://www.sciencedirect.com/science/article/abs/pii/S0277953620303919
[7] https://www.oii.ox.ac.uk/blog/tackling-the-ethical-challenges-of-the-gig-economy/
[4] https://themarkup.org/ask-the-markup/2020/08/25/Does-Facebook-Still-Sell-Discriminatory-Ads
[3] https://twitter.com/Floridi/status/1303739400363352066
[3] https://twitter.com/oiioxford/status/1284044171486146561
[3] https://twitter.com/oiioxford/status/1301146935768817665
[2] https://player.captivate.fm/episode/e329c6de-2eff-46a4-abe2-6ea4e1fd4a39

Top URLs in Tweet in G1:
[23] https://www.ssrn.com/abstract=3662302
[12] https://www.publictechnology.net/articles/opinion/policymakers-must-start-asking-difficult-questions-ethics-ai-healthcare
[7] https://www.sciencedirect.com/science/article/abs/pii/S0277953620303919
[6] https://www.oii.ox.ac.uk/blog/tackling-the-ethical-challenges-of-the-gig-economy/
[1] https://twitter.com/oiioxford/status/1304041305513889792
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2819%2932975-7%2Ffulltext&rc=0
[1] https://twitter.com/aitechnorth/status/1305853974726078464
[1] https://link.springer.com/article/10.1007%2Fs10670-007-9087-5
[1] https://link.springer.com/epdf/10.1007/s13347-020-00423-6?sharing_token=9_YyCVcBW26zBr3RVLzbT_e4RwlQNchNByi7wbcMAY7YgvWmsRy2EKUCEFz12TzZ8GIIRnBF8DNsEsn_NZWmJnPix2fuF51OMJGPIJBrKFZtqxMSZcRZ7SyYbwM9Z9YpF0BUf-Eaaw5YQQelJYulY2iUlFsksVfEx6FMxp-vXC4%3D
[1] https://global.oup.com/academic/product/the-logic-of-information-9780198833635?cc=us&lang=en&

Top URLs in Tweet in G2:
[3] https://twitter.com/oiioxford/status/1284044171486146561
[2] https://www.sciencedirect.com/science/article/abs/pii/S0277953620303919
[2] https://www.publictechnology.net/articles/opinion/policymakers-must-start-asking-difficult-questions-ethics-ai-healthcare
[2] https://medium.com/conversations-with-tyler/tyler-cowen-ed-boyden-neuroscience-3907eccbd4ca
[1] https://twitter.com/KathrynEccles/status/1301890264164978689
[1] https://twitter.com/i/web/status/1305962708324548608
[1] https://www.wired.co.uk/article/wearables-fitbit-tracking-covid-19-symptoms
[1] https://tech.newstatesman.com/policy/privacy-focused-browsers-return-more-health-misinformation-research
[1] https://twitter.com/i/web/status/994224264160169984
[1] https://twitter.com/businessinsider/status/1302927041445203968

Top URLs in Tweet in G3:
[2] https://twitter.com/oiioxford/status/1301146935768817665
[1] https://www.alumni.ox.ac.uk/meeting-minds
[1] https://twitter.com/webfoundation/status/1302602958245371904

Top URLs in Tweet in G5:
[2] https://ox.ac.uk/research/public-engagement/support-researchers
[1] https://bit.ly/3gVgwwG
[1] https://zenodo.org/record/3969030#.X1lT0i2ZPJQ
[1] https://www.socsci.ox.ac.uk/esrcfestival2020
[1] https://www.youtube.com/watch?v=ebNGm2gqMGs&feature=youtu.be

[1] https://ox.ac.uk/research/support-researchers/policy-engagement/opportunities/consultations-and-inquiries?wssl=1
[1] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3686725
[1] https://mailchi.mp/166f47658f07/jumdgq70hv-1700610?e=c9f5ec51d2
[1] https://twitter.com/CapacityCentre/status/1295276917730545664

Top URLs in Tweet in G6:
[22] https://jolt.law.harvard.edu/assets/articlePDFs/v31/Counterfactual-Explanations-without-Opening-the-Black-Box-Sandra-Wachter-et-al.pdf
[4] https://themarkup.org/ask-the-markup/2020/08/25/Does-Facebook-Still-Sell-Discriminatory-Ads
[2] https://2020.alpbach.org/events/48
[2] https://www.publictechnology.net/articles/opinion/policymakers-must-start-asking-difficult-questions-ethics-ai-healthcare
[2] https://www.weforum.org/reports/the-internet-of-bodies-is-here-tackling-new-challenges-of-technology-governance
[2] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3388639
[2] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3248829
[1] https://link.springer.com/article/10.1007%2Fs10670-007-9087-5
[1] https://www.wired.co.uk/article/ai-bias-black-box-sandra-wachter
[1] https://twitter.com/SandraWachter5/status/1301822974568275968

Top URLs in Tweet in G7:
[1] https://twitter.com/UNUWIDER/status/1302965416835375106
[1] https://twitter.com/unuwider/status/1302965416835375106
[1] https://www.theguardian.com/commentisfree/2020/sep/11/why-uber-and-lyft-are-taking-a-page-out-of-big-tobaccos-playbook-in-labor-law-battle
[1] https://twitter.com/i/web/status/1303649701078724609
[1] https://fair.work/read-our-new-paper-on-fairwork-principles-and-legal-standards-in-south-africa/
[1] https://twitter.com/i/web/status/1297795778946060294
[1] https://twentyforty.hiig.de

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1304381779181174784
[1] https://www.ssrn.com/abstract=3662302
[1] https://www.sciencedirect.com/science/article/abs/pii/S0277953620303919
[1] https://twitter.com/Floridi/status/1303739400363352066
[1] https://www.lorcalive.co.uk/todays-live-broadcast-with-ibm-the-oxford-internet-institute-and-former-gchq-director-robert-hanigan/
[1] https://twitter.com/i/web/status/1303478748411572224
[1] https://comprop.oii.ox.ac.uk/research/working-papers/twitter-traffic-manipulation/

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1305853702440472577

Top Domains
Top Domains in Tweet in Entire Graph:
[39] twitter.com
[30] ssrn.com
[22] harvard.edu
[18] publictechnology.net
[17] ac.uk
[10] sciencedirect.com
[7] co.uk
[5] captivate.fm
[4] themarkup.org
[3] springer.com

Top Domains in Tweet in G1:
[24] ssrn.com
[13] publictechnology.net
[7] sciencedirect.com
[6] ac.uk
[4] twitter.com
[2] springer.com
[1] elsevierhealth.com
[1] oup.com
[1] uvic.ca
[1] tweetedtimes.com

Top Domains in Tweet in G2:
[17] twitter.com
[5] co.uk
[5] ac.uk
[3] publictechnology.net
[2] sciencedirect.com
[2] medium.com
[1] newstatesman.com
[1] captivate.fm
[1] org.uk
[1] faveeo.com

Top Domains in Tweet in G3:
[3] twitter.com
[1] ac.uk

Top Domains in Tweet in G5:
[4] ac.uk
[1] bit.ly
[1] zenodo.org
[1] youtube.com
[1] ssrn.com
[1] mailchi.mp
[1] twitter.com

Top Domains in Tweet in G6:
[22] harvard.edu
[4] themarkup.org
[4] ssrn.com
[2] alpbach.org
[2] publictechnology.net
[2] weforum.org
[1] springer.com
[1] co.uk
[1] twitter.com

Top Domains in Tweet in G7:
[4] twitter.com
[1] theguardian.com
[1] fair.work
[1] hiig.de

Top Domains in Tweet in G8:
[3] twitter.com
[1] ssrn.com
[1] sciencedirect.com
[1] co.uk
[1] ac.uk

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[12] aiethics
[10] oxcaigg
[10] artificialintelligence
[9] iot
[6] dataforpolicy2020
[5] ai
[4] gigeconomy
[3] covid19
[3] cybersecurity
[3] lorcalive20



Top Hashtags in Tweet in G1:
[7] iot
[6] aiethics
[1] gigeconomy

Top Hashtags in Tweet in G2:
[10] oxcaigg
[9] artificialintelligence
[5] aiethics
[3] ai
[2] oiievent
[2] algorithm
[1] esrcfestival
[1] iot
[1] socialmedia
[1] artificailintelligence

Top Hashtags in Tweet in G3:
[2] mmglobal20

Top Hashtags in Tweet in G5:
[5] dataforpolicy2020
[2] cybersecurity
[2] news
[1] fiduciarylaw
[1] datagovernance
[1] oxper
[1] esrcfestival
[1] policyengagement
[1] oxis
[1] tprc

Top Hashtags in Tweet in G7:
[3] twentyforty
[2] covid19
[2] gigeconomy
[2] uber
[2] lyft
[1] gigs

Top Hashtags in Tweet in G8:
[3] lorcalive20
[2] socialmedia
[1] misinformation
[1] iot
[1] aiethics

Top Words
Top Words in Tweet in Entire Graph:
[314] oiioxford
[103] floridi
[68] ethics
[57] ai
[52] work
[42] sianjmbrooke
[40] questions
[40] article
[37] algorithms
[35] key

Top Words in Tweet in G1:
[79] floridi
[74] oiioxford
[53] ethics
[34] article
[30] algorithms
[30] key
[30] problems
[30] solutions
[28] gig
[27] questions

Top Words in Tweet in G2:
[90] oiioxford
[18] nwilliams030
[15] more
[13] insights
[12] sharing
[10] ethics
[10] tech
[10] #oxcaigg
[10] commissioner
[10] julianbking

Top Words in Tweet in G3:
[44] oiioxford
[39] sianjmbrooke
[24] ginasue
[21] congratulations
[19] dr
[12] viva
[11] thesis
[11] brooke
[9] gender
[8] passed

Top Words in Tweet in G4:
[19] genpact
[14] pwc
[14] dotdataus
[14] dataladder
[14] agility
[14] emtirohealth
[14] holonsolutions
[14] experian_uk
[14] sparkhire
[14] splunk

Top Words in Tweet in G5:
[11] oiioxford
[6] uniofoxford
[5] dataforpolicy
[5] #dataforpolicy2020
[5] craig
[5] campbell
[4] fiduciary
[3] place
[3] curated
[3] more

Top Words in Tweet in G6:
[26] sandrawachter5
[26] ai
[24] work
[24] right
[22] check
[22] profile
[22] wired
[22] feat
[22] counterfactual
[22] explanations

Top Words in Tweet in G7:
[17] oiioxford
[16] towardsfairwork
[15] work
[13] geoplace
[12] reminder
[12] two
[12] positions
[11] researcher
[10] hiring
[10] full

Top Words in Tweet in G8:
[31] oiioxford
[10] floridi
[8] pnhoward
[5] talking
[5] oxfordethicslab
[5] polbots
[4] misinformation
[4] become
[4] mainstream
[4] part

Top Words in Tweet in G9:
[2] turinginst
[2] oiioxford

Top Words in Tweet in G10:
[2] oiioxford

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[34] asking,difficult
[34] difficult,questions
[33] ethics,ai
[33] ai,healthcare
[33] ethics,algorithms
[33] algorithms,key
[33] key,problems
[33] problems,solutions
[32] policymakers,start
[32] start,asking

Top Word Pairs in Tweet in G1:
[30] ethics,algorithms
[30] algorithms,key
[30] key,problems
[30] problems,solutions
[24] available,oiioxford
[23] solutions,article
[23] article,freely
[23] freely,available
[22] asking,difficult
[22] difficult,questions

Top Word Pairs in Tweet in G2:
[17] nwilliams030,oiioxford
[12] oiioxford,sharing
[12] sharing,insights
[10] #oxcaigg,commissioner
[10] commissioner,julianbking
[9] asking,difficult
[9] difficult,questions
[9] watch,full
[9] full,interview
[9] interview,#oxcaigg

Top Word Pairs in Tweet in G3:
[19] oiioxford,sianjmbrooke
[16] ginasue,oiioxford
[9] sianjmbrooke,congratulations
[8] passed,viva
[7] congratulations,dr
[7] dr,brooke
[5] dr,sianjmbrooke
[4] big,congrats
[4] congrats,dr
[4] sianjmbrooke,latest

Top Word Pairs in Tweet in G4:
[14] genpact,pwc
[14] pwc,dotdataus
[14] dotdataus,dataladder
[14] dataladder,agility
[14] experian_uk,sparkhire
[14] sparkhire,splunk
[14] splunk,gigaspaces
[14] gigaspaces,profiseemdm
[14] profiseemdm,oiioxford
[14] oiioxford,auritasllc

Top Word Pairs in Tweet in G5:
[5] craig,campbell
[3] more,knowledgeable
[3] knowledgeable,fiduciary
[3] fiduciary,act
[3] act,best
[3] best,interests
[3] interests,party
[3] party,working
[3] working,behalf
[3] behalf,attendees

Top Word Pairs in Tweet in G6:
[22] check,profile
[22] profile,wired
[22] wired,feat
[22] feat,work
[22] work,counterfactual
[22] counterfactual,explanations
[22] explanations,ai
[22] ai,right
[21] sandrawachter5,check
[12] right,reasoâ

Top Word Pairs in Tweet in G7:
[13] towardsfairwork,oiioxford
[10] reminder,hiring
[10] hiring,two
[10] two,full
[10] full,time
[10] time,researcher
[10] researcher,positions
[10] positions,towardsfairwork
[10] oiioxford,come
[10] come,work

Top Word Pairs in Tweet in G8:
[5] pnhoward,oiioxford
[4] oiioxford,misinformation
[4] misinformation,become
[4] become,mainstream
[4] mainstream,part
[4] part,modern
[4] modern,political
[4] political,communication
[4] communication,pnhoward
[4] oiioxford,talking

Top Replied-To
Top Replied-To in Entire Graph:
@nwilliams030
@ginasue
@oiioxford
@floridi
@reuters
@business
@kalenskyj
@dominikpresl
@sianjmbrooke
@tylerangert

Top Replied-To in G1:
@oiioxford

Top Replied-To in G2:
@nwilliams030
@oiioxford
@tylerangert
@wit_recycler
@zahi_omarr
@hipcityreg
@mattrogerson
@1br0wn

Top Replied-To in G3:
@ginasue
@oiioxford
@sianjmbrooke
@_felixsimon_
@floridi
@kathryneccles
@evoluchico
@blurky

Top Replied-To in G4:
@reuters
@business
@genpact
@everestgroup
@chirajeet_cj
@rijuvashisht
@gautamghosh
@nhinsight
@deepak50114271
@techrseries

Top Replied-To in G5:
@oxford_anthro
@compscioxford

Top Replied-To in G6:
@oiioxford
@velofisch

Top Replied-To in G7:
@towardsfairwork

Top Replied-To in G8:
@floridi
@oiioxford
@hle_zesizwe

Top Replied-To in G9:
@ainowinstitute
@jiahong_chen

Top Replied-To in G10:
@alison_gillwald

Top Mentioned
Top Mentioned in Entire Graph:
@oiioxford
@floridi
@sianjmbrooke
@oxfordethicslab
@sandrawachter5
@ox
@jessrmorley
@wired
@towardsfairwork
@nikitaggarwal

Top Mentioned in G1:
@floridi
@oiioxford
@ox
@jessrmorley
@nikitaggarwal
@oxfordethicslab
@maria_axente
@banksrich1
@nikitaaggarwal

Top Mentioned in G2:
@oiioxford
@julianbking
@oxsocsci
@floridi
@medialab
@googleai
@jessrmorley
@publictech
@uniofoxford
@technology_ns

Top Mentioned in G3:
@oiioxford
@sianjmbrooke
@ginasue
@blurky
@cj_ohman
@privateeyenews
@nayanaprakash1
@maggieselfie
@futuresays_
@asist_org

Top Mentioned in G4:
@pwc
@dotdataus
@dataladder
@agility
@emtirohealth
@holonsolutions
@experian_uk
@sparkhire
@splunk
@gigaspaces

Top Mentioned in G5:
@oiioxford
@uniofoxford
@dataforpolicy
@oxmartinschool
@adalovelaceinst
@oxfordsbs
@leedsunimedia
@capacitycentre
@ox_cybersec

Top Mentioned in G6:
@sandrawachter5
@wired
@oiioxford
@bkcharvard
@silviamilano1
@floridi
@forumalpbach
@wef
@oxsocsci
@oxhumanities

Top Mentioned in G7:
@oiioxford
@towardsfairwork
@geoplace
@hermannbella
@bbaw_de
@kamel_21m
@assasparis2
@artarriagada
@hiig_berlin

Top Mentioned in G8:
@oiioxford
@pnhoward
@floridi
@oxfordethicslab
@polbots
@gareth
@roberthannigan9
@traceyfutures
@rosariataddeo
@lmneudert

Top Mentioned in G9:
@turinginst
@oiioxford
@datajusticelab
@digicatapult
@5rightsfound
@designcouncil
@mooseabyte
@drdrmc
@horizonder
@uonresearch

Top Mentioned in G10:
@oiioxford
@r0xanaradu
@venkyhariharan
@maljayaram
@kaihsinhung
@drwaus
@mydataorg
@jathansadowski
@linnetelwin
@privacycdn

Top Tweeters
Top Tweeters in Entire Graph:
@cybersec_feeds
@repubblica
@businessinsider
@business
@reuters
@jimmyroybloom
@doctorow
@ricardo_ik_ahau
@enrirosasdiaz
@maperez324

Top Tweeters in G1:
@businessinsider
@ricardo_ik_ahau
@jafurtado
@margymaclibrary
@tweetinchar
@julietalionetti
@dlcphi
@nikkifirewall
@iotworlds
@voltaire

Top Tweeters in G2:
@cybersec_feeds
@jimmyroybloom
@doctorow
@wireduk
@deepindex
@future_of_ai
@plefoll
@bxmx
@nwilliams030
@thersaorg

Top Tweeters in G3:
@trishgreenhalgh
@rankenberg
@lindakkaye
@thatdrmaz
@marenka
@syardi
@allisoncgardner
@paulagoodale
@theodorasutton
@ginasue

Top Tweeters in G4:
@business
@reuters
@gautamghosh
@nasa
@hrnext
@cognizant
@nhinsight
@sparkhire
@wipro
@genpact

Top Tweeters in G5:
@timeshighered
@johngmcnutt
@oxfordsbs
@uniofoxford
@uscannenberg
@oxmartinschool
@oxfordmedsci
@biiidutton
@blavatnikschool
@oxhumanities

Top Tweeters in G6:
@enrirosasdiaz
@wef
@quuux
@wired
@kinkspring
@nigewillson
@philosophylinks
@velofisch
@thyacinth
@venite

Top Tweeters in G7:
@usponline
@ariadnevromen
@unuwider
@passalanorh
@emergtechethics
@unisouthampton
@hiig_berlin
@georgemaier
@faust_iii
@assasparis2

Top Tweeters in G8:
@maperez324
@talyagoldberg
@luciaruggiero
@gulbakaoli
@samkinsley
@ibm
@randsnsense
@benimmo
@katejb
@stephaniewojcik

Top Tweeters in G9:
@lilianedwards
@digicatapult
@designcouncil
@uonresearch
@mooseabyte
@turinginst
@horizonder
@ncllawschool
@uoelawschool
@drdrmc

Top Tweeters in G10:
@maljayaram
@fionadove
@jathansadowski
@privacycdn
@simcim
@daspitzberg
@annabeyondme
@kaihsinhung
@itforchange
@mydataorg