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oiioxford_2021-01-13_04-02-32.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 14, 2021
Short Description:
oiioxford via NodeXL https://bit.ly/38FmbpD
@oiioxford
@danbuk4
@floridi
@comedysectionuk
@oxfordsparks
@proftomcrick
@sandrawachter5
@biiidutton
@society_press
@sannaojanpera

Top hashtags:
#gaming
#podcast
#shetalkstech
#fundedphd
#genderequality
#womeninstem

Description:
Description
The graph represents a network of 471 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, 13 January 2021 at 12:03 UTC.

The requested start date was Wednesday, 13 January 2021 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, 11-hour, 44-minute period from Wednesday, 30 December 2020 at 07:41 UTC to Tuesday, 12 January 2021 at 19:25 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 : 471
Unique Edges : 684
Edges With Duplicates : 728
Total Edges : 1412
Number of Edge Types : 5
Retweet : 253
MentionsInRetweet : 602
Replies to : 52
Mentions : 492
Tweet : 13
Self-Loops : 20
Reciprocated Vertex Pair Ratio : 0.0422832980972516
Reciprocated Edge Ratio : 0.0811359026369168
Connected Components : 7
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 462
Maximum Edges in a Connected Component : 1401
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.049944
Graph Density : 0.00445408140217735
Modularity : 0.481951
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 471 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, 13 January 2021 at 12:03 UTC.

The requested start date was Wednesday, 13 January 2021 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, 11-hour, 44-minute period from Wednesday, 30 December 2020 at 07:41 UTC to Tuesday, 12 January 2021 at 19:25 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:
[23] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https://link.springer.com/article/10.1007/s13347-016-0220-8
[11] https://link.medium.com/O8XqVGUcFcb
[7] https://www.technologyreview.com/2021/01/06/1015779/what-buddhism-can-do-ai-ethics/
[5] https://www.youtube.com/watch?v=aqVkNDHTqj8&feature=youtu.be

[4] http://ws-jp.co.jp/2020/05/30/cybersecurity-5/
[4] https://twitter.com/oiioxford/status/1346402553764917248
[3] https://podfollow.com/e/afd45
[2] https://twitter.com/oiioxford/status/1329416698814926848
[2] https://www.youtube.com/watch?v=nWF7qopz-yA&feature=youtu.be

[2] https://link.springer.com/article/10.100

Top URLs in Tweet in G1:
[2] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https://link.springer.com/article/10.1007/s13347-016-0220-8
[1] https://twitter.com/i/web/status/1349073185480863747
[1] https://twitter.com/i/web/status/1348990457590779905
[1] https://twitter.com/i/web/status/1349022856726900738
[1] https://twitter.com/i/web/status/1349023919601278977
[1] https://thephilosophyofinformation.blogspot.com/2021/01/on-art-of-biting-ones-own-tongue-series.html
[1] https://twitter.com/uniofoxford/status/1344190296645644290
[1] https://oii.zoom.us/webinar/register/4616076835572/WN_fOKJ8ZmuSLeMvK4jx944Ng
[1] https://podfollow.com/e/afd45
[1] https://twitter.com/OxfordSparks/status/1346798599145926657

Top URLs in Tweet in G2:
[19] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https://link.springer.com/article/10.1007/s13347-016-0220-8
[5] https://www.youtube.com/watch?v=aqVkNDHTqj8&feature=youtu.be

[1] https://thephilosophyofinformation.blogspot.com/2021/01/on-art-of-biting-ones-own-tongue-series.html
[1] https://www.youtube.com/watch?v=vOQE-eiWsg4&feature=youtu.be

[1] https://link.springer.com/article/10.1007/s13347-020-00423-6
[1] https://wearetechwomen.com/listen-to-our-latest-she-talks-tech-podcast-episode-on-the-ethics-of-coronavirus-apps-with-professor-luciano-floridi/
[1] https://thephilosophyofinformation.blogspot.com/2020/04/mind-app-ethical-risks-of-covid-19-apps.html
[1] https://link.springer.com/article/10.1007/s11948-015-9734-1
[1] https://www.springer.com/gb/book/9783319478517#aboutAuthors
[1] https://link.springer.com/article/10.1007%2Fs11023-019-09495-6

Top URLs in Tweet in G3:
[2] https://podfollow.com/e/afd45
[1] https://www.covid19parenting.com/home/index.html
[1] http://po.st/uYqhG3
[1] http://www.ox.ac.uk/covid-vaccine
[1] https://twitter.com/NHSEngland/status/1346003451000532992
[1] https://psyarxiv.com/qrjza
[1] https://twitter.com/oiioxford/status/1346402553764917248
[1] https://twitter.com/i/web/status/1345173527876386816

Top URLs in Tweet in G4:
[7] https://www.technologyreview.com/2021/01/06/1015779/what-buddhism-can-do-ai-ethics/
[2] https://www.youtube.com/watch?v=nWF7qopz-yA&feature=youtu.be

[1] https://www.youtube.com/watch?v=SBbKNaFsDhI&feature=youtu.be


Top URLs in Tweet in G5:
[1] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3248829
[1] https://www.europarl.europa.eu/RegData/etudes/STUD/2020/656305/EPRS_STU(2020)656305_EN.pdf
[1] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3547922
[1] https://www.publictechnology.net/articles/features/was-2020-watershed-public-sector-use-algorithms
[1] https://twitter.com/SandraWachter5/status/1346784519244967936
[1] https://twitter.com/i/web/status/1348585332535681025
[1] https://www.socsci.ox.ac.uk/article/new-funding-calls-for-engagement-and-impact-activities-across-the-social-sciences
[1] https://twitter.com/i/web/status/1334770476737060866
[1] https://ominatechnologies.com/business/will-2021-be-the-year-of-ethical-ai-and-explainable-ai/
[1] https://twitter.com/deevybee/status/1338468691189620736

Top URLs in Tweet in G6:
[2] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https://link.springer.com/article/10.1007/s13347-016-0220-8
[1] https://www.oii.ox.ac.uk/events/oiis-wednesday-webinar-week-5-dr-whitney-phillips-hosted-by-felix-simon/
[1] https://comprop.oii.ox.ac.uk/research/posts/
[1] https://twitter.com/oiioxford/status/1338780347253788672

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1349012291388395521
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2F100011555618663%2Fposts%2F1218419948553181%2F%3Fd%3Dt

Top URLs in Tweet in G8:
[11] https://link.medium.com/O8XqVGUcFcb
[2] https://link.springer.com/article/10.100
[1] https://twitter.com/i/web/status/1341433557588197376
[1] https://twitter.com/floridi/status/1344365157430996992

Top URLs in Tweet in G10:
[1] https://www.bera.ac.uk/publication/winter-2020-2021

Top Domains
Top Domains in Tweet in Entire Graph:
[37] twitter.com
[29] springer.com
[12] ac.uk
[11] medium.com
[9] youtube.com
[7] technologyreview.com
[4] co.jp
[3] blogspot.com
[3] podfollow.com
[2] ssrn.com

Top Domains in Tweet in G1:
[14] twitter.com
[6] ac.uk
[2] springer.com
[2] faveeo.com
[2] northwestern.edu
[1] blogspot.com
[1] zoom.us
[1] podfollow.com
[1] theconversation.com
[1] theguardian.com

Top Domains in Tweet in G2:
[23] springer.com
[6] youtube.com
[2] blogspot.com
[1] wearetechwomen.com
[1] twitter.com
[1] arxiv.org

Top Domains in Tweet in G3:
[3] twitter.com
[2] podfollow.com
[1] covid19parenting.com
[1] po.st
[1] ac.uk
[1] psyarxiv.com

Top Domains in Tweet in G4:
[7] technologyreview.com
[3] youtube.com

Top Domains in Tweet in G5:
[4] twitter.com
[2] ssrn.com
[1] europa.eu
[1] publictechnology.net
[1] ac.uk
[1] ominatechnologies.com

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

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

Top Domains in Tweet in G8:
[11] medium.com
[2] twitter.com
[2] springer.com

Top Domains in Tweet in G10:
[1] ac.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[15] gaming
[13] podcast
[12] shetalkstech
[12] fundedphd
[12] genderequality
[12] womeninstem
[12] womeninacademia
[12] womeninscience
[9] ai
[7] euromillions



Top Hashtags in Tweet in G1:
[6] findaphd
[6] womenwhocode
[5] fundedphd
[5] genderequality
[5] womeninstem
[5] womeninacademia
[5] womeninscience
[5] datascience
[2] responsibilities
[2] oxfordvaccine

Top Hashtags in Tweet in G2:
[11] shetalkstech
[11] podcast
[7] euromillions
[2] risks
[2] covid_19
[2] apps
[2] onlife
[2] lucianofloridi
[2] ai
[1] philosophy

Top Hashtags in Tweet in G3:
[15] gaming
[2] mentalhealth
[1] bigquestion
[1] podcast
[1] animalcrossing
[1] plantsvszombies
[1] oxfordvaccine
[1] wellbeing
[1] research

Top Hashtags in Tweet in G4:
[7] ai
[7] artificialintelligence

Top Hashtags in Tweet in G6:
[1] phd
[1] disinformation
[1] onlineharms
[1] dsa

Top Hashtags in Tweet in G7:
[1] beggars

Top Words
Top Words in Tweet in Entire Graph:
[240] oiioxford
[84] floridi
[58] right
[58] shuhbillskee
[54] video
[45] research
[42] paper
[41] 2021
[37] philosophy
[36] recent

Top Words in Tweet in G1:
[66] oiioxford
[27] puyanoii
[26] study
[21] climate
[21] scepticism
[19] ralphshroeder
[18] link
[18] right
[18] university
[16] between

Top Words in Tweet in G2:
[73] floridi
[43] oiioxford
[33] philosophy
[22] human
[20] right
[19] oxfordethicslab
[19] dignity
[19] foundation
[19] privacy
[19] technology

Top Words in Tweet in G3:
[50] oiioxford
[45] video
[38] shuhbillskee
[24] first
[24] game
[24] play
[23] virtual
[23] event
[23] 2021
[23] features

Top Words in Tweet in G4:
[7] buddhism
[7] #ai
[7] ethics
[7] #artificialintelligence
[7] tricyclemag
[7] buddhism_now
[7] tiffanyshlain
[7] danbuk4
[3] moiragweigel
[3] oiioxford

Top Words in Tweet in G5:
[17] oiioxford
[14] sandrawachter5
[14] paper
[13] publictech
[12] ai
[12] discrimination
[11] interview
[11] bias
[11] creeps
[11] battle

Top Words in Tweet in G6:
[23] wphillips49
[17] oiioxford
[17] right
[17] online
[15] know
[15] more
[15] far
[15] organizes
[15] research
[15] rmmilner

Top Words in Tweet in G7:
[2] bbcworld
[2] oiioxford

Top Words in Tweet in G8:
[15] thestartup_
[14] pnhoward
[14] privacylaw_jjw
[14] robot
[13] dancing
[12] robots
[11] really
[11] big
[11] problem
[11] don

Top Words in Tweet in G9:
[2] baltic_defence
[2] stopfakingnews
[2] disinfo_digest
[2] euvsdisinfo
[2] pol_cap
[2] mythdetector
[2] _jakubjanda
[2] oiioxford
[2] lt_mfa_stratcom
[2] biz_ukraine_mag

Top Words in Tweet in G10:
[5] excellent
[5] beranews
[5] research
[5] intelligence
[5] winter
[5] 20
[5] 21
[5] issue
[5] digital
[5] technology

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[30] video,game
[30] game,play
[29] first,virtual
[29] virtual,event
[29] event,2021
[29] 2021,features
[29] features,shuhbillskee
[29] shuhbillskee,discussing
[29] discussing,recent
[29] recent,ground

Top Word Pairs in Tweet in G1:
[19] puyanoii,ralphshroeder
[16] link,between
[14] between,climate
[13] climate,scepticism
[13] scepticism,support
[13] support,right
[13] right,wing
[13] wing,populists
[11] discover,university
[11] university,oxford's

Top Word Pairs in Tweet in G2:
[19] human,dignity
[19] dignity,foundation
[19] foundation,right
[19] right,privacy
[19] privacy,philosophy
[19] philosophy,technology
[19] technology,oiioxford
[18] floridi,human
[18] oiioxford,oxfordet
[15] oiioxford,oxfordethicslab

Top Word Pairs in Tweet in G3:
[24] video,game
[24] game,play
[23] oiioxford,first
[23] first,virtual
[23] virtual,event
[23] event,2021
[23] 2021,features
[23] features,shuhbillskee
[23] shuhbillskee,discussing
[23] discussing,recent

Top Word Pairs in Tweet in G4:
[7] buddhism,#ai
[7] #ai,ethics
[7] ethics,#artificialintelligence
[7] #artificialintelligence,tricyclemag
[7] tricyclemag,buddhism_now
[7] buddhism_now,tiffanyshlain
[6] danbuk4,buddhism
[2] moiragweigel,palantir
[2] palantir,tech
[2] tech,nationalism

Top Word Pairs in Tweet in G5:
[11] interview,publictech
[11] publictech,bias
[11] bias,creeps
[11] creeps,ai
[11] ai,battle
[11] battle,discrimination
[11] discrimination,ft
[11] ft,paper
[10] sandrawachter5,interview
[7] oiioxford,turinginst

Top Word Pairs in Tweet in G6:
[15] know,more
[15] more,far
[15] far,right
[15] right,organizes
[15] organizes,online
[15] online,research
[15] research,wphillips49
[15] wphillips49,rmmilner
[15] rmmilner,great
[15] great,place

Top Word Pairs in Tweet in G8:
[14] privacylaw_jjw,thestartup_
[11] dancing,robots
[11] robots,really
[11] really,big
[11] big,problem
[11] problem,privacylaw_jjw
[11] thestartup_,don
[11] don,owe
[11] owe,robot
[10] pnhoward,dancing

Top Word Pairs in Tweet in G9:
[2] baltic_defence,stopfakingnews
[2] stopfakingnews,disinfo_digest
[2] disinfo_digest,euvsdisinfo
[2] euvsdisinfo,pol_cap
[2] pol_cap,mythdetector
[2] mythdetector,_jakubjanda
[2] _jakubjanda,oiioxford
[2] oiioxford,lt_mfa_stratcom
[2] lt_mfa_stratcom,biz_ukraine_mag
[2] biz_ukraine_mag,ukraine_world

Top Word Pairs in Tweet in G10:
[5] excellent,beranews
[5] beranews,research
[5] research,intelligence
[5] intelligence,winter
[5] winter,20
[5] 20,21
[5] 21,issue
[5] issue,digital
[5] digital,technology
[5] technology,education

Top Replied-To
Top Replied-To in Entire Graph:
@oiioxford
@sandrawachter5
@british_airways
@hw88
@monaelswah
@carolyn_ten
@maria_axente
@dorotheabaur
@pnhoward
@floridi

Top Replied-To in G1:
@oiioxford
@monaelswah
@puyanoii
@jamesdkiwi
@varioushats
@nadiadavids9
@moneyreflux
@anagrouv

Top Replied-To in G2:
@floridi
@raffaellascelzi
@annalisaturi

Top Replied-To in G3:
@british_airways
@polarbrosteven
@oxfordsparks
@oiioxford

Top Replied-To in G5:
@sandrawachter5
@oiioxford
@googlewalkout

Top Replied-To in G6:
@oiioxford
@jessrmorley

Top Replied-To in G7:
@hillaryclinton

Top Replied-To in G8:
@pnhoward
@rcalo

Top Replied-To in G9:
@hwag_ucmc

Top Mentioned
Top Mentioned in Entire Graph:
@oiioxford
@floridi
@shuhbillskee
@puyanoii
@wphillips49
@oxfordsparks
@uniofoxford
@oxfordethicslab

Top Mentioned in G1:
@oiioxford
@puyanoii
@oxfoundry
@gesis_org
@shuhbillskee
@floridi
@uniofoxford
@o
@sannaojanpera

Top Mentioned in G2:
@floridi
@oiioxford
@oxfordethicslab
@watc_wearetech
@tnluk
@cristobalcobo
@rosariataddeo
@cfcs_rusi
@rusi_org

Top Mentioned in G3:
@oiioxford
@shuhbillskee
@oxfordsparks
@uniofoxford
@cfc_wrld
@niklasjohannes
@vuorre
@oxsocsci
@british_airways
@kezamacdonald

Top Mentioned in G4:
@tricyclemag
@buddhism_now
@tiffanyshlain
@danbuk4
@moiragweigel
@oiioxford
@pnhoward
@alexhanna
@luke_stark
@floridi

Top Mentioned in G5:
@oiioxford
@publictech
@sandrawachter5
@oxsocsci
@bkcharvard
@turinginst
@oxfordlawfac
@shuhbillskee
@uniofoxford
@bonaveroihr

Top Mentioned in G6:
@wphillips49
@rmmilner
@oiioxford
@ginasue
@shuhbillskee
@_felixsimon_
@elizabethdenham
@iconews
@charleskriel
@katgel

Top Mentioned in G7:
@bbcworld
@oiioxford
@billclinton
@barackobama
@kamalaharris
@joebiden
@oicci_pakistan
@oic
@wossy
@bbcbreakfast

Top Mentioned in G8:
@thestartup_
@privacylaw_jjw
@pnhoward
@oiioxford
@rcalo
@cendemtech
@eff
@yaleisp
@stanfordcis
@datasociety

Top Mentioned in G9:
@baltic_defence
@stopfakingnews
@disinfo_digest
@euvsdisinfo
@pol_cap
@mythdetector
@_jakubjanda
@oiioxford
@lt_mfa_stratcom
@biz_ukraine_mag

Top Mentioned in G10:
@beranews
@proftomcrick
@drlar
@drlarke
@tdcalabrese
@rand_ash
@neil_selwyn
@petert
@benpatrickwill
@oiioxford

Top Tweeters
Top Tweeters in Entire Graph:
@thehugfairy
@british_airways
@femtech_
@bannerite
@flight_refunds
@bexxmodd
@frances_coppola
@raulpacheco
@medicojunghiano
@usatoday

Top Tweeters in G1:
@femtech_
@bexxmodd
@womencodersbot
@monitor_ph
@epuujee
@deluca
@the404code
@botfemale
@deepindex
@tomkiedrowski

Top Tweeters in G2:
@tnluk
@coyotegris
@riotta
@mapc
@akhetaton11
@nikkifirewall
@psymdec
@philosophylinks
@postigoelena
@globalphobserv

Top Tweeters in G3:
@british_airways
@flight_refunds
@ciangaia
@scieducation1
@flightright_
@who
@doctoe
@unicef
@livetonighttv
@pdakean

Top Tweeters in G4:
@bannerite
@frances_coppola
@doctorow
@mathewi
@trendsinai
@adamsfantasy
@danbuk4
@davidgerard
@qbplywb0ltbk5cm
@janggolan

Top Tweeters in G5:
@opendemocracy
@publictech
@glocalreporting
@europarl_en
@leylakeser
@bkcharvard
@harvard_law
@mozilla
@acidflask
@trevolafoam

Top Tweeters in G6:
@raulpacheco
@medicojunghiano
@jobucks
@goldingfrank
@epe_movement
@barisbayram2045
@isnki
@karounos
@26pglt
@emvdn

Top Tweeters in G7:
@thehugfairy
@usatoday
@bbcworld
@dailyecho
@lidlgb
@bbcr1
@wsjbusiness
@bbcbreakfast
@nbc
@wossy

Top Tweeters in G8:
@maperez324
@ceobillionaire
@jdelacruzphi
@rsi
@rcalo
@eff
@corey7999
@cendemtech
@witwhat
@thestartup_

Top Tweeters in G9:
@_jakubjanda
@stopfakingnews
@disinfo_digest
@biz_ukraine_mag
@baltic_defence
@janelytv
@eulawdatapubs
@lt_mfa_stratcom
@ukraine_world
@euvsdisinfo

Top Tweeters in G10:
@proftomcrick
@benpatrickwill
@beranews
@geneticsmbbs
@petert
@drbethanmorgan
@rand_ash
@educationsu
@drlarke
@neil_selwyn


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