oiioxford, Twitter, 9/9/2020 1:06:44 PM, 234854


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oiioxford_2020-09-09_04-00-01.xlsx
oiioxford_2020-09-09_04-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 09, 2020
Short Description:
oiioxford via NodeXL https://bit.ly/3m87xvR
@oiioxford
@sandrawachter5
@reachcsrini
@euvsdisinfo
@oxsocsci
@arjun_sanyal
@milyasm71
@lilianedwards
@helenmargetts
@floridi

Top hashtags:
#ai
#crowdlearn
#filosofia
#digitale
#jep
#farright
#politicizes
#europe
#twitter

Description:
Description
The graph represents a network of 387 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, 09 September 2020 at 11:00 UTC.

The requested start date was Wednesday, 09 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 11-day, 9-hour, 49-minute period from Friday, 28 August 2020 at 13:52 UTC to Tuesday, 08 September 2020 at 23:42 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 : 387
Unique Edges : 455
Edges With Duplicates : 603
Total Edges : 1058
Number of Edge Types : 5
Replies to : 80
Mentions : 560
MentionsInRetweet : 260
Retweet : 150
Tweet : 8
Self-Loops : 9
Reciprocated Vertex Pair Ratio : 0.0432
Reciprocated Edge Ratio : 0.0828220858895705
Connected Components : 4
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 382
Maximum Edges in a Connected Component : 1052
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 3.173188
Graph Density : 0.00436464902063167
Modularity : 0.451292
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 387 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, 09 September 2020 at 11:00 UTC.

The requested start date was Wednesday, 09 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 11-day, 9-hour, 49-minute period from Friday, 28 August 2020 at 13:52 UTC to Tuesday, 08 September 2020 at 23:42 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:
[22] https://jolt.law.harvard.edu/assets/articlePDFs/v31/Counterfactual-Explanations-without-Opening-the-Black-Box-Sandra-Wachter-et-al.pdf
[9] https://themarkup.org/ask-the-markup/2020/08/25/Does-Facebook-Still-Sell-Discriminatory-Ads
[4] https://www.weforum.org/reports/the-internet-of-bodies-is-here-tackling-new-challenges-of-technology-governance
[3] https://twitter.com/oiioxford/status/1301146935768817665
[3] https://link.springer.com/article/10.1007%2Fs10670-007-9087-5
[3] https://2020.alpbach.org/events/48
[3] http://ws-jp.co.jp/2020/05/30/cybersecurity-5/
[2] https://www.ssrn.com/abstract=3662302
[2] https://player.captivate.fm/episode/e329c6de-2eff-46a4-abe2-6ea4e1fd4a39
[2] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3355444

Top URLs in Tweet in G1:
[22] https://jolt.law.harvard.edu/assets/articlePDFs/v31/Counterfactual-Explanations-without-Opening-the-Black-Box-Sandra-Wachter-et-al.pdf
[9] https://themarkup.org/ask-the-markup/2020/08/25/Does-Facebook-Still-Sell-Discriminatory-Ads
[4] https://www.weforum.org/reports/the-internet-of-bodies-is-here-tackling-new-challenges-of-technology-governance
[3] https://2020.alpbach.org/events/48
[2] https://link.springer.com/article/10.1007%2Fs10670-007-9087-5
[2] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3248829
[2] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3388639
[2] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3355444
[1] https://twitter.com/SandraWachter5/status/1301822974568275968
[1] https://www.businessinsider.com/experts-skeptical-amazon-halo-judges-emotional-state-from-voice-2020-8?r=US&IR=T

Top URLs in Tweet in G2:
[2] https://twitter.com/oiioxford/status/1301146935768817665
[1] https://twitter.com/KathrynEccles/status/1301890264164978689
[1] https://www.oii.ox.ac.uk/people/vacancies/
[1] https://link.springer.com/chapter/10.1007%2F978-3-030-50585-1_3
[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
[1] https://www.bbc.co.uk/programmes/m000lzjp
[1] https://twitter.com/KevinCore/status/1298721299959750659

Top URLs in Tweet in G4:
[1] https://bit.ly/3gVgwwG
[1] https://ox.ac.uk/research/support-researchers/policy-engagement/opportunities/consultations-and-inquiries?wssl=1
[1] https://ox.ac.uk/research/public-engagement/support-researchers
[1] https://www.socsci.ox.ac.uk/esrcfestival2020
[1] https://www.youtube.com/watch?v=ebNGm2gqMGs&feature=youtu.be

[1] https://twitter.com/CapacityCentre/status/1295276917730545664
[1] https://www.ssrn.com/abstract=3667808

Top URLs in Tweet in G5:
[2] https://www.ssrn.com/abstract=3662302
[1] https://twitter.com/i/web/status/1303478748411572224
[1] https://link.springer.com/article/10.1007%2Fs10670-007-9087-5
[1] https://global.oup.com/academic/product/the-logic-of-information-9780198833635?cc=us&lang=en&
[1] https://journals.uvic.ca/index.php/pir/article/view/19495
[1] https://link.springer.com/chapter/10.1007%2F978-3-030-50585-1_3

Top URLs in Tweet in G6:
[1] https://comprop.oii.ox.ac.uk/research/covid19-disinfo-seo/

Top URLs in Tweet in G7:
[2] https://medium.com/conversations-with-tyler/tyler-cowen-ed-boyden-neuroscience-3907eccbd4ca

Top URLs in Tweet in G8:
[1] https://science.sciencemag.org/content/369/6507/1060

Top URLs in Tweet in G9:
[1] https://twitter.com/webfoundation/status/1302602958245371904

Top Domains
Top Domains in Tweet in Entire Graph:
[22] harvard.edu
[17] twitter.com
[9] ssrn.com
[9] ac.uk
[9] themarkup.org
[5] captivate.fm
[5] springer.com
[4] weforum.org
[3] co.uk
[3] alpbach.org

Top Domains in Tweet in G1:
[22] harvard.edu
[9] themarkup.org
[6] ssrn.com
[4] weforum.org
[3] alpbach.org
[2] springer.com
[2] twitter.com
[1] businessinsider.com
[1] co.uk
[1] hopin.to

Top Domains in Tweet in G2:
[9] twitter.com
[3] ac.uk
[2] co.uk
[1] springer.com
[1] newstatesman.com
[1] captivate.fm
[1] youtube.com
[1] futuresays.org

Top Domains in Tweet in G4:
[3] ac.uk
[1] bit.ly
[1] youtube.com
[1] twitter.com
[1] ssrn.com

Top Domains in Tweet in G5:
[2] springer.com
[2] ssrn.com
[1] twitter.com
[1] oup.com
[1] uvic.ca

Top Domains in Tweet in G6:
[1] ac.uk

Top Domains in Tweet in G7:
[2] medium.com

Top Domains in Tweet in G8:
[1] sciencemag.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4] ai
[3] crowdlearn
[2] filosofia
[2] digitale
[2] jep
[2] farright
[2] politicizes
[2] europe
[2] twitter
[2] oiievent



Top Hashtags in Tweet in G1:
[2] ai
[2] data
[2] algorithms

Top Hashtags in Tweet in G2:
[2] oiievent
[2] ai
[1] academicjobs
[1] academictwitter
[1] esrcfestival
[1] gaming
[1] platforms
[1] covid19
[1] mmglobal20
[1] oiisdp

Top Hashtags in Tweet in G4:
[2] cybersecurity
[2] news
[1] policyengagement
[1] esrcfestival

Top Hashtags in Tweet in G5:
[2] filosofia
[2] digitale
[1] futuro

Top Words
Top Words in Tweet in Entire Graph:
[155] oiioxford
[76] sandrawachter5
[76] one
[42] sianjmbrooke
[37] work
[37] personality
[36] personal
[35] emotions
[35] thoughts
[35] intimate

Top Words in Tweet in G1:
[75] sandrawachter5
[68] one
[35] personality
[34] emotions
[34] thoughts
[34] intimate
[34] personal
[34] aspects
[33] reasonsâ
[26] work

Top Words in Tweet in G2:
[60] oiioxford
[37] sianjmbrooke
[25] ginasue
[21] congratulations
[21] dr
[13] viva
[12] brooke
[11] thesis
[9] work
[9] passed

Top Words in Tweet in G3:
[10] genpact
[7] pwc
[7] dotdataus
[7] dataladder
[7] agility
[7] emtirohealth
[7] holonsolutions
[7] experian_uk
[7] sparkhire
[7] splunk

Top Words in Tweet in G4:
[4] uniofoxford
[4] oiioxford
[3] place
[3] protect
[3] oxmartinschool
[2] university
[2] find
[2] opportunities
[2] funding
[2] apply

Top Words in Tweet in G5:
[18] oiioxford
[14] floridi
[11] review
[11] philosophy
[10] insightful
[10] thoughtful
[10] sheldon
[10] richmond
[10] logic
[10] information

Top Words in Tweet in G6:
[22] top
[22] œjunk
[22] news
[22] disinfo
[22] sourcesâ
[22] better
[22] optimised
[22] distribution
[22] search
[22] social

Top Words in Tweet in G7:
[24] oiioxford
[18] nwilliams030
[5] medialab
[4] know
[4] more
[3] people
[3] interested
[3] one
[3] grad
[3] programs

Top Words in Tweet in G9:
[3] sianjmbrooke
[2] oiioxford

Top Words in Tweet in G10:
[2] children

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[35] emotions,thoughts
[35] thoughts,one
[35] one,intimate
[35] intimate,personal
[35] personal,aspects
[35] aspects,personality
[35] personality,one
[34] sandrawachter5,emotions
[34] one,reasonsâ
[24] social,media

Top Word Pairs in Tweet in G1:
[34] emotions,thoughts
[34] thoughts,one
[34] one,intimate
[34] intimate,personal
[34] personal,aspects
[34] aspects,personality
[34] personality,one
[33] sandrawachter5,emotions
[33] one,reasonsâ
[22] check,profile

Top Word Pairs in Tweet in G2:
[18] oiioxford,sianjmbrooke
[16] ginasue,oiioxford
[9] passed,viva
[9] sianjmbrooke,congratulations
[8] congratulations,dr
[8] dr,brooke
[5] doctor,sianjmbrooke
[5] sianjmbrooke,passed
[5] viva,oiioxford
[5] oiioxford,morning

Top Word Pairs in Tweet in G3:
[7] genpact,pwc
[7] pwc,dotdataus
[7] dotdataus,dataladder
[7] dataladder,agility
[7] experian_uk,sparkhire
[7] sparkhire,splunk
[7] splunk,gigaspaces
[7] gigaspaces,profiseemdm
[7] profiseemdm,oiioxford
[7] oiioxford,auritasllc

Top Word Pairs in Tweet in G4:
[2] social,science
[2] compscioxford,ox_cybersec
[2] ox_cybersec,oxmartinschool
[2] oxmartinschool,oceania_cyber
[2] oceania_cyber,oiioxford
[2] oiioxford,uniofoxford
[2] uniofoxford,#cybersecurity
[2] #cybersecurity,#news

Top Word Pairs in Tweet in G5:
[10] insightful,thoughtful
[10] thoughtful,review
[10] review,sheldon
[10] sheldon,richmond
[10] richmond,logic
[10] logic,information
[10] information,theory
[10] theory,philosophy
[10] philosophy,conceptual
[9] floridi,insightful

Top Word Pairs in Tweet in G6:
[22] top,œjunk
[22] œjunk,news
[22] news,disinfo
[22] disinfo,sourcesâ
[22] sourcesâ,better
[22] better,optimised
[22] optimised,distribution
[22] distribution,search
[22] search,social
[22] social,media

Top Word Pairs in Tweet in G7:
[17] nwilliams030,oiioxford
[5] oiioxford,medialab
[2] tylerangert,oiioxford
[2] medialab,itp_nyu
[2] hipcityreg,oiioxford
[2] oiioxford,rae_dinh
[2] oiioxford,group
[2] group,two
[2] two,phd
[2] phd,students

Top Replied-To
Top Replied-To in Entire Graph:
@ginasue
@nwilliams030
@oiioxford
@sandrawachter5
@genpact
@sianjmbrooke
@akhtarmubashara
@tylerangert
@_felixsimon_
@floridi

Top Replied-To in G1:
@sandrawachter5
@akhtarmubashara
@oiioxford

Top Replied-To in G2:
@ginasue
@oiioxford
@sianjmbrooke
@_felixsimon_
@towardsfairwork
@kathryneccles
@evoluchico
@blurky
@mattrogerson
@1br0wn

Top Replied-To in G3:
@genpact
@nhinsight
@everestgroup
@chirajeet_cj
@rijuvashisht
@gautamghosh

Top Replied-To in G4:
@oxford_anthro
@compscioxford

Top Replied-To in G5:
@floridi
@charliehrysmith

Top Replied-To in G7:
@nwilliams030
@tylerangert
@wit_recycler
@zahi_omarr
@hipcityreg

Top Replied-To in G9:
@oiioxford

Top Replied-To in G10:
@divorce_fair

Top Mentioned
Top Mentioned in Entire Graph:
@oiioxford
@sandrawachter5
@sianjmbrooke
@wired
@euvsdisinfo
@floridi
@bkcharvard
@businessinsider
@oxsocsci

Top Mentioned in G1:
@sandrawachter5
@wired
@oiioxford
@bkcharvard
@silviamilano1
@turinginst
@forumalpbach
@businessinsider
@hamilbug
@wef

Top Mentioned in G2:
@oiioxford
@sianjmbrooke
@ginasue
@towardsfairwork
@privateeyenews
@oxsocsci
@cj_ohman
@technology_ns
@nayanaprakash1
@maggieselfie

Top Mentioned in G3:
@pwc
@dotdataus
@dataladder
@agility
@emtirohealth
@holonsolutions
@experian_uk
@sparkhire
@splunk
@gigaspaces

Top Mentioned in G4:
@uniofoxford
@oiioxford
@oxmartinschool
@capacitycentre
@ox_cybersec
@oceania_cyber
@timeshighered
@oxsocsci
@mplsoxford
@oxfordmedsci

Top Mentioned in G5:
@oiioxford
@floridi
@oxfordethicslab
@businessinsider
@stokel
@nikitaggarwal
@chrisdburr
@ox
@infocamere

Top Mentioned in G6:
@euvsdisinfo
@oiioxford

Top Mentioned in G7:
@oiioxford
@medialab
@itp_nyu
@rae_dinh
@hipcityreg
@zahi_omarr
@nwilliams030

Top Mentioned in G8:
@sciencemagazine
@davidlazer
@alex_pentland
@duncanjwatts
@sinanaral
@susan_athey
@noshir
@dfreelon
@sgonzalezbailon
@kinggary

Top Mentioned in G9:
@sianjmbrooke
@asist_org
@bkcharvard
@oiioxford
@hrcberkeley
@oxsocsci
@bsadigitalsoc
@policyinternet
@icsjournal
@oxdeg

Top Mentioned in G10:
@the_oiro
@oxunistudents
@oiioxford
@oxoutreach
@oxunipress
@oxfordenergy
@educationgovuk
@britishcouncil
@ukinpakistan
@bbcurdu

Top Tweeters
Top Tweeters in Entire Graph:
@repubblica
@businessinsider
@o_franco_aleman
@mig30m6
@euphoriceuler
@enrirosasdiaz
@gautamghosh
@riotta
@wef
@quuux

Top Tweeters in G1:
@businessinsider
@mig30m6
@enrirosasdiaz
@wef
@wired
@tweetinchar
@luke_stark
@kinkspring
@nigewillson
@n_shivangi_

Top Tweeters in G2:
@wireduk
@trishgreenhalgh
@rankenberg
@plefoll
@lindakkaye
@thatdrmaz
@marenka
@thersaorg
@unuwider
@iconews

Top Tweeters in G3:
@gautamghosh
@nasa
@hrnext
@cognizant
@nhinsight
@sparkhire
@wipro
@genpact
@deloitte
@infosys

Top Tweeters in G4:
@timeshighered
@esrc
@oxfordsbs
@uniofoxford
@oxmartinschool
@oxfordmedsci
@biiidutton
@blavatnikschool
@oxhumanities
@politics_oxford

Top Tweeters in G5:
@repubblica
@globalphobserv
@equityhealthdev
@cofheq
@maponi
@luciaruggiero
@raistoria
@stokel
@simondedeo
@ox

Top Tweeters in G6:
@o_franco_aleman
@euphoriceuler
@riotta
@unfakingnews
@gianpierocroppo
@hponka
@kalenskyj
@pr0dat0
@glenkcampbell
@fireqce

Top Tweeters in G7:
@nwilliams030
@patbokonon
@medialab
@provisionalidea
@wit_recycler
@hipcityreg
@alth0u
@lev_esch
@tylerangert
@farfuturematt

Top Tweeters in G8:
@alondra
@sciencemagazine
@davidlazer
@dfreelon
@alexvespi
@sinanaral
@helenmargetts
@kinggary
@mstrohm
@clauwa

Top Tweeters in G9:
@syardi
@paulagoodale
@nsmnss
@asist_org
@uw_ischool
@bsadigitalsoc
@arjun_sanyal
@zemki_bremen
@uoy_satsu
@hrcberkeley

Top Tweeters in G10:
@bbcurdu
@milyasm71
@sadiqkhan
@educationgovuk
@britishcouncil
@ukinpakistan
@imrankhanpti
@oxoutreach
@borisjohnson
@oxunipress


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