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oiioxford_2020-07-29_04-02-32.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
July 29, 2020
Short Description:
oiioxford via NodeXL https://bit.ly/30e6kdP
@oiioxford
@floridi
@sandrawachter5
@pnhoward
@bhaskar_pant1
@j2bryson
@oxsocsci
@ruchowdh
@zkharazian
@alltechishuman

Top hashtags:
#oxcaigg
#ai
#covidー19
#covid19
#covid__19
#esmh
#contacttracing
#email
#redessociales

Description:
Description
The graph represents a network of 869 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, 29 July 2020 at 11:03 UTC.

The requested start date was Wednesday, 29 July 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, 23-hour, 42-minute period from Wednesday, 15 July 2020 at 00:17 UTC to Tuesday, 28 July 2020 at 23:59 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 : 869
Unique Edges : 1379
Edges With Duplicates : 1577
Total Edges : 2956
Number of Edge Types : 5
Replies to : 125
Mentions : 1024
Retweet : 584
MentionsInRetweet : 1188
Tweet : 35
Self-Loops : 38
Reciprocated Vertex Pair Ratio : 0.0555846879916099
Reciprocated Edge Ratio : 0.105315449577745
Connected Components : 16
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 845
Maximum Edges in a Connected Component : 2927
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.918337
Graph Density : 0.002668727760602
Modularity : 0.464256
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 869 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, 29 July 2020 at 11:03 UTC.

The requested start date was Wednesday, 29 July 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, 23-hour, 42-minute period from Wednesday, 15 July 2020 at 00:17 UTC to Tuesday, 28 July 2020 at 23:59 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://twitter.com/oiioxford/status/1288007657425600512
[5] https://twitter.com/oiioxford/status/1284044171486146561
[5] https://twitter.com/oiioxford/status/1285473367009693696
[5] https://us02web.zoom.us/webinar/register/1015946543902/WN_2GbS7WqsTNmMMd_4umg41w
[4] http://ws-jp.co.jp/2020/05/30/cybersecurity-5/
[4] https://twitter.com/oiioxford/status/1283435818632216576
[3] https://twitter.com/oiioxford/status/1285149448172183553
[3] https://comprop.oii.ox.ac.uk/research/coronavirus-weekly-briefings/
[3] https://us02web.zoom.us/webinar/register/7315948293769/WN_WKAy-c02RceI1GlUBAqzNQ
[2] https://www.techrepublic.com/article/ai-is-accelerating-the-move-to-a-touchless-world/

Top URLs in Tweet in G1:
[2] https://www.oii.ox.ac.uk/news/releases/telegram-becomes-refuge-for-far-right-commentators-says-new-oxford-study/
[2] https://us02web.zoom.us/webinar/register/7315948293769/WN_WKAy-c02RceI1GlUBAqzNQ
[2] https://us02web.zoom.us/webinar/register/1015946543902/WN_2GbS7WqsTNmMMd_4umg41w
[2] https://twitter.com/Seideasi/status/1286219356528095232
[2] https://tech.newstatesman.com/public-sector/oxford-commission-on-ai-and-good-governance
[2] https://atozofai.withgoogle.com/intl/en-GB/
[2] https://twitter.com/VickiNashOII/status/1283426469696372736
[2] https://twitter.com/oiioxford/status/1285149448172183553
[2] https://twitter.com/oiioxford/status/1285473367009693696
[1] https://twitter.com/i/web/status/1282957972419870720

Top URLs in Tweet in G2:
[2] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3388639
[2] https://twitter.com/oiioxford/status/1285473367009693696
[2] https://www.gfcyber.org/dealing-with-the-harms-of-elite-information-on-platforms/
[2] https://twitter.com/GFCYBER/status/1276510345515991045
[1] https://twitter.com/i/web/status/1104698663765458945
[1] https://www.techrepublic.com/article/ai-is-accelerating-the-move-to-a-touchless-world/
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=http://link.springer.com/article/10.1007/s11948-020-00213-5
[1] https://www.sciencedirect.com/science/article/abs/pii/S0277953620303919?dgcid=coauthor
[1] https://sites.google.com/view/whi2020
[1] https://www.ft.com/content/bc959e8c-1b67-11ea-97df-cc63de1d73f4

Top URLs in Tweet in G3:
[3] https://twitter.com/oiioxford/status/1288007657425600512
[3] https://us02web.zoom.us/webinar/register/1015946543902/WN_2GbS7WqsTNmMMd_4umg41w
[2] https://comprop.oii.ox.ac.uk/research/coronavirus-weekly-briefings/
[2] https://twitter.com/oiioxford/status/1284044171486146561
[1] https://washingtechpodcast.libsyn.com/philip-howard-lie-machines-and-the-propaganda-marketplace-ep-239-mixdown?tdest_id=306312
[1] https://oxcaigg.oii.ox.ac.uk/
[1] https://oxil.uk/publications/oxtec-market-of-disinformation/
[1] https://comprop.oii.ox.ac.uk/research/tunisia-election-memo/
[1] https://twitter.com/i/web/status/1287868292548288514
[1] https://twitter.com/i/web/status/1288026708600381442

Top URLs in Tweet in G4:
[3] https://twitter.com/oiioxford/status/1283435818632216576
[2] https://twitter.com/oiioxford/status/1288007657425600512
[1] https://twitter.com/i/web/status/1270681931773075456
[1] https://direct.mit.edu/books/book/4850/Digital-Entrepreneurship-in-AfricaHow-a-Continent
[1] https://twitter.com/mitpress/status/1288097536394366976
[1] https://fair.work/read-our-new-paper-on-fairwork-principles-and-legal-standards-in-south-africa/
[1] https://twitter.com/i/web/status/1288220248450183168
[1] https://www.cfr.org/blog/failure-academic-progress-cybersecurity
[1] https://us02web.zoom.us/webinar/register/WN_n-jPBuTbRzmaPo5YZPZroQ
[1] https://twitter.com/i/web/status/1283437911959101440

Top URLs in Tweet in G5:
[7] https://twitter.com/oiioxford/status/1288007657425600512
[1] https://twitter.com/oiioxford/status/1288128175927513091
[1] https://twitter.com/i/web/status/1281576819867684864
[1] https://twitter.com/i/web/status/1287445852169154560
[1] https://twitter.com/i/web/status/1287427200417959938

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1286341996727107585
[1] https://cpr.unu.edu/ai-global-governance-no-one-should-trust-ai.html

Top URLs in Tweet in G7:
[1] https://twitter.com/policymonks/status/1283396520763523073

Top URLs in Tweet in G8:
[2] https://www.youtube.com/watch?v=vZpu3UrGeZg&feature=youtu.be


Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1285172085933973509

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1283694513991462913
[1] https://twitter.com/deep_dives/status/1283268208414228481

Top Domains
Top Domains in Tweet in Entire Graph:
[102] twitter.com
[23] ac.uk
[9] zoom.us
[6] youtube.com
[4] co.jp
[2] techrepublic.com
[2] mit.edu
[2] newstatesman.com
[2] ssrn.com
[2] gfcyber.org

Top Domains in Tweet in G1:
[24] twitter.com
[14] ac.uk
[4] zoom.us
[2] newstatesman.com
[2] withgoogle.com
[1] sky.com
[1] sciencemediahub.eu
[1] shorthandstories.com
[1] rightscon.org
[1] techrepublic.com

Top Domains in Tweet in G2:
[11] twitter.com
[2] springer.com
[2] ssrn.com
[2] ac.uk
[2] gfcyber.org
[1] techrepublic.com
[1] sciencedirect.com
[1] google.com
[1] ft.com
[1] youtube.com

Top Domains in Tweet in G3:
[13] twitter.com
[4] ac.uk
[3] zoom.us
[1] libsyn.com
[1] oxil.uk
[1] montrealethics.ai
[1] eventbrite.ie
[1] oecd.org
[1] overcast.fm

Top Domains in Tweet in G4:
[11] twitter.com
[2] zoom.us
[1] mit.edu
[1] fair.work
[1] cfr.org
[1] tandfonline.com

Top Domains in Tweet in G5:
[11] twitter.com

Top Domains in Tweet in G6:
[1] twitter.com
[1] unu.edu

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

Top Domains in Tweet in G8:
[2] youtube.com

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

Top Domains in Tweet in G10:
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[23] oxcaigg
[23] ai
[22] covidー19
[17] covid19
[12] covid__19
[10] esmh
[8] contacttracing
[8] email
[8] redessociales
[6] seipod



Top Hashtags in Tweet in G1:
[18] covidー19
[15] ai
[14] oxcaigg
[7] covid__19
[6] seipod
[5] covid19
[4] coronavirus
[3] contacttracing
[2] datascience
[2] misinfo

Top Hashtags in Tweet in G2:
[5] ai
[3] onlife
[2] ides
[2] springer
[2] anthropomorphism
[2] socialmedia
[2] tech
[2] software
[2] risks
[2] covid_19

Top Hashtags in Tweet in G3:
[8] covid19
[7] oxcaigg
[5] contacttracing
[4] covid__19
[3] covidー19
[2] misinfo
[1] liemachines
[1] russiareport
[1] oxtec
[1] ai

Top Hashtags in Tweet in G4:
[4] cybersecurity
[1] openaccess
[1] gigworkers

Top Hashtags in Tweet in G5:
[1] oxcaigg
[1] ai

Top Hashtags in Tweet in G7:
[4] sharingeconomy

Top Words
Top Words in Tweet in Entire Graph:
[574] oiioxford
[291] ai
[171] good
[157] commission
[153] oxford
[124] governance
[102] today
[89] world
[88] use
[83] launch

Top Words in Tweet in G1:
[258] oiioxford
[110] ai
[102] good
[100] commission
[99] oxford
[87] governance
[80] today
[72] use
[69] world
[66] advise

Top Words in Tweet in G2:
[89] ai
[55] floridi
[51] ethics
[46] oiioxford
[42] mapping
[42] review
[42] published
[41] health
[41] care
[41] morley

Top Words in Tweet in G3:
[87] oiioxford
[56] pnhoward
[48] ai
[32] good
[28] public
[27] launching
[26] policy
[26] government
[24] tomorrow
[22] arriving

Top Words in Tweet in G4:
[56] oiioxford
[33] geoplace
[28] michelwahome
[27] friedema
[27] towardsfairwork
[25] africa
[24] book
[24] entrepreneurship
[23] wrote
[23] digital

Top Words in Tweet in G5:
[32] oiioxford
[32] commission
[23] ai
[21] safiyanoble
[20] good
[19] c2i2_ucla
[17] serving
[15] oxford
[15] thrilled
[13] extremely

Top Words in Tweet in G6:
[12] nikitaggarwal
[12] oiioxford
[12] alan_winfield
[12] johnchavens
[11] dryellowbean
[11] oxfordethicslab
[10] maria_axente
[10] humanosmaistec
[10] dorotheabaur
[9] dmonett

Top Words in Tweet in G7:
[4] latest
[4] report
[4] impact
[4] covid
[4] 19
[4] #sharingeconomy
[4] india
[4] look
[4] forward
[4] constructive

Top Words in Tweet in G8:
[3] evgenymorozov
[3] glovink
[3] mckenziewark
[2] danbuk4
[2] defeat
[2] surveillance
[2] capitalism
[2] data
[2] obfuscation
[2] jaromil

Top Words in Tweet in G9:
[11] oiioxford
[10] telegram
[10] knuutila
[10] alesherasimenka
[9] app
[9] become
[9] refuge
[9] far
[9] right
[9] commentators

Top Words in Tweet in G10:
[15] oiioxford
[14] katejsim
[11] deep_dives
[10] data
[9] chat
[9] driven
[8] reporting
[7] sexual
[6] today
[6] re

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[143] ai,good
[123] commission,ai
[122] oxford,commission
[113] good,governance
[93] oiioxford,today
[78] launch,oxford
[78] world,leaders
[77] today,launch
[77] governance,advise
[77] advise,world

Top Word Pairs in Tweet in G1:
[94] ai,good
[85] oxford,commission
[85] commission,ai
[85] good,governance
[76] oiioxford,today
[64] today,launch
[64] launch,oxford
[64] governance,advise
[64] advise,world
[64] world,leaders

Top Word Pairs in Tweet in G2:
[42] ethics,ai
[42] mapping,review
[41] ai,health
[41] health,care
[41] care,mapping
[41] review,published
[41] published,morley
[41] morley,machado
[41] machado,burr
[41] burr,cowls

Top Word Pairs in Tweet in G3:
[22] ai,arriving
[22] arriving,government
[22] government,many
[22] many,guidelines
[22] guidelines,using
[22] using,public
[22] public,policy
[22] policy,tomorrow
[22] tomorrow,launching
[21] ai,good

Top Word Pairs in Tweet in G4:
[28] michelwahome,geoplace
[24] friedema,oiioxford
[23] oiioxford,wrote
[23] wrote,book
[23] book,digital
[23] digital,entrepreneurship
[23] entrepreneurship,africa
[23] africa,michelwahome
[22] geoplace,#openacc
[13] oiioxford,work

Top Word Pairs in Tweet in G5:
[19] ai,good
[16] commission,ai
[15] oxford,commission
[13] extremely,excited
[13] excited,serving
[13] serving,commission
[12] ruchowdh,extremely
[11] oiioxford,thrilled
[11] thrilled,prof
[11] prof,safiyanoble

Top Word Pairs in Tweet in G6:
[11] nikitaggarwal,dryellowbean
[11] dryellowbean,oxfordethicslab
[11] oxfordethicslab,oiioxford
[11] oiioxford,alan_winfield
[9] alan_winfield,humanosmaistec
[8] humanosmaistec,johnchavens
[8] johnchavens,morungos
[8] morungos,dorotheabaur
[8] miad,atscmc
[8] atscmc,emergtechethics

Top Word Pairs in Tweet in G7:
[4] latest,report
[4] report,impact
[4] impact,covid
[4] covid,19
[4] 19,#sharingeconomy
[4] #sharingeconomy,india
[4] india,look
[4] look,forward
[4] forward,constructive
[4] constructive,feedback

Top Word Pairs in Tweet in G8:
[3] evgenymorozov,glovink
[3] glovink,mckenziewark
[2] defeat,surveillance
[2] surveillance,capitalism
[2] capitalism,data
[2] data,obfuscation
[2] obfuscation,evgenymorozov
[2] mckenziewark,jaromil
[2] jaromil,nwspk
[2] nwspk,disruptberlin

Top Word Pairs in Tweet in G9:
[9] oiioxford,telegram
[9] telegram,app
[9] app,become
[9] become,refuge
[9] refuge,far
[9] far,right
[9] right,commentators
[9] commentators,study
[9] study,knuutila
[9] knuutila,alesherasimenka

Top Word Pairs in Tweet in G10:
[9] chat,katejsim
[9] katejsim,oiioxford
[9] data,driven
[6] re,begin
[6] begin,tweet
[6] tweet,chat
[6] oiioxford,reporting
[6] reporting,sexual
[6] sexual,violence
[6] violence,data

Top Replied-To
Top Replied-To in Entire Graph:
@oiioxford
@megberetta
@sandrawachter5
@_pmkr
@floridi
@c2i2_ucla
@friedema
@tweetinchar
@ds_wats0n
@rachelmercer

Top Replied-To in G1:
@oiioxford
@megberetta
@damewendydbe
@ashleighweeden
@luke_stark
@biancawylie
@jazzajohn
@thomtownsend
@yriveraphd
@d_vidnguyen

Top Replied-To in G2:
@sandrawachter5
@floridi
@oiioxford
@ds_wats0n
@sociologyoxford
@_katriona
@oxsocsci

Top Replied-To in G3:
@oiioxford
@pnhoward
@asaadhannaa
@megberetta
@lmneudert

Top Replied-To in G4:
@friedema
@valanchee
@nielsvdoorn
@oiioxford
@towardsfairwork

Top Replied-To in G5:
@_pmkr
@c2i2_ucla
@danmcquillan

Top Replied-To in G6:
@tweetinchar
@recklesscoding
@maria_axente
@nikitaggarwal
@dmonett
@humanosmaistec
@cortnie_cdo

Top Replied-To in G8:
@danbuk4

Top Replied-To in G9:
@oiioxford

Top Mentioned
Top Mentioned in Entire Graph:
@oiioxford
@pnhoward
@floridi
@sandrawachter5
@geoplace
@uniofoxford
@benzevenbergen
@googleai
@michelwahome
@towardsfairwork

Top Mentioned in G1:
@oiioxford
@benzevenbergen
@googleai
@megberetta
@pnhoward
@commonsdcms
@technology_ns
@robmccargow
@towardsfairwork
@joannashields

Top Mentioned in G2:
@floridi
@oiioxford
@sandrawachter5
@icmlconf
@turinginst
@uniofoxford
@ft
@oxfordethicslab
@oxsocsci
@bkcharvard

Top Mentioned in G3:
@oiioxford
@pnhoward
@carlykind_
@monaelswah
@rightscon
@davidakaye
@rashaabdulla
@monajem
@ravina1k
@asaadhannaa

Top Mentioned in G4:
@oiioxford
@geoplace
@michelwahome
@friedema
@towardsfairwork
@mitpress
@fundaustek
@srujka
@alison_gillwald
@oviosu

Top Mentioned in G5:
@oiioxford
@safiyanoble
@c2i2_ucla
@ruchowdh
@ucla
@uniofoxford
@frankpasquale
@_pmkr
@floridi
@pnhoward

Top Mentioned in G6:
@oiioxford
@alan_winfield
@johnchavens
@nikitaggarwal
@dryellowbean
@oxfordethicslab
@dorotheabaur
@humanosmaistec
@maria_axente
@morungos

Top Mentioned in G7:
@bhaskar_pant1
@olam
@olamobilityinst
@gigwc
@connect_ifat
@adcunion
@podcastgig
@geetimak
@varad_pande
@uber

Top Mentioned in G8:
@evgenymorozov
@glovink
@mckenziewark
@jaromil
@nwspk
@disruptberlin
@liekeploeger
@zararah
@t_bazz
@juspar

Top Mentioned in G9:
@oiioxford
@telegram
@knuutila
@alesherasimenka
@jon
@ds_wats0n
@jonmbright
@rasmus_kleis
@pnhoward
@polbots

Top Mentioned in G10:
@oiioxford
@katejsim
@deep_dives

Top Tweeters
Top Tweeters in Entire Graph:
@repubblica
@itknowingness
@lindakws1
@paulbernaluk
@cnn
@financialtimes
@ft
@euphoriceuler
@forbes
@caboludwig

Top Tweeters in G1:
@itknowingness
@euphoriceuler
@caboludwig
@syawal
@kwetoday
@grhydian
@bbcradio4
@drahmadbazzi
@brainroaring
@tgifinbrasil

Top Tweeters in G2:
@financialtimes
@ft
@forbes
@financialreview
@maperez324
@techrepublic
@wired
@sunil_abraham
@gdt62
@proftomcrick

Top Tweeters in G3:
@munaelmasriya
@rashaabdulla
@monrodriguez
@shionguha
@emnamizouni
@sharronapearl
@bxmx
@davidakaye
@lauragalindo
@iwouqzsuy621gc0

Top Tweeters in G4:
@mougendi
@bexxmodd
@kegill
@claudiakincaid
@seunonigbinde
@followlori
@cfr_org
@oviosu
@disruptafrica
@leslieasheppard

Top Tweeters in G5:
@m_older
@ml_tweet_bot
@dgolumbia
@frankpasquale
@danmcquillan
@alexiahudson
@kateo
@kishau
@michaelgraaf
@nazareene

Top Tweeters in G6:
@tweetinchar
@abebab
@miad
@j2bryson
@theblub
@morungos
@atscmc
@eu_commission
@johnchavens
@ieeeorg

Top Tweeters in G7:
@uber
@swiggy_in
@olacabs
@sasialse
@ideas4india
@ameetlal
@olam
@bhaskar_pant1
@geetimak
@zomatoin

Top Tweeters in G8:
@danbuk4
@juspar
@mckenziewark
@rmack
@evgenymorozov
@cwarzel
@zararah
@jaromil
@francesca_bria
@nwspk

Top Tweeters in G9:
@eliasaarnio
@alexleavitt
@telegram
@jon
@maksumuto
@teatimetrading
@alesherasimenka
@atavist_13
@jhthuer
@knuutila

Top Tweeters in G10:
@nairyasmin
@chenaichair
@hirishitalkies
@povmumbai
@busydot
@daliagebrial
@onefuture_india
@katejsim
@ncdcdelhi
@hansikachhabra1


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