oiioxford, Twitter, 7/22/2020 7:48:05 PM, 230980


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oiioxford_2020-07-22_04-05-16.xlsx
oiioxford_2020-07-22_04-05-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 22, 2020
Short Description:
oiioxford via NodeXL https://bit.ly/3eVI2Js
@oiioxford
@floridi
@bhaskar_pant1
@sandrawachter5
@warninggraphicc
@j2bryson
@zkharazian
@rosariataddeo
@cortnie_cdo
@fabian_stephany

Top hashtags:
#covid19
#covidー19
#contacttracing
#covid__19
#cybersecurity
#cyberwar

Description:
Description
The graph represents a network of 694 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, 22 July 2020 at 11:06 UTC.

The requested start date was Wednesday, 22 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, 18-hour, 51-minute period from Wednesday, 08 July 2020 at 01:52 UTC to Tuesday, 21 July 2020 at 20:43 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 : 694
Unique Edges : 1292
Edges With Duplicates : 1192
Total Edges : 2484
Number of Edge Types : 5
Replies to : 101
Mentions : 826
Retweet : 466
MentionsInRetweet : 1072
Tweet : 19
Self-Loops : 23
Reciprocated Vertex Pair Ratio : 0.056570418385386
Reciprocated Edge Ratio : 0.107083100948132
Connected Components : 8
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 680
Maximum Edges in a Connected Component : 2464
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.976085
Graph Density : 0.00372810026988701
Modularity : 0.457208
NodeXL Version : 1.0.1.438
Data Import : The graph represents a network of 694 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, 22 July 2020 at 11:06 UTC.

The requested start date was Wednesday, 22 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, 18-hour, 51-minute period from Wednesday, 08 July 2020 at 01:52 UTC to Tuesday, 21 July 2020 at 20:43 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:
[6] https://us02web.zoom.us/webinar/register/1015946543902/WN_2GbS7WqsTNmMMd_4umg41w
[5] https://twitter.com/oiioxford/status/1284044171486146561
[4] https://medium.com/loon-for-all/loon-is-live-in-kenya-259d81c75a7a
[4] http://ws-jp.co.jp/2020/05/30/cybersecurity-5/
[4] https://twitter.com/shakir_za/status/1281275899204136960
[4] https://www.publictechnology.net/articles/features/fog-cyberwar
[3] https://twitter.com/oiioxford/status/1285149448172183553
[3] https://twitter.com/oiioxford/status/1285473367009693696
[3] https://twitter.com/oiioxford/status/1282632458157121538
[3] https://us02web.zoom.us/webinar/register/7315948293769/WN_WKAy-c02RceI1GlUBAqzNQ

Top URLs in Tweet in G1:
[4] https://us02web.zoom.us/webinar/register/1015946543902/WN_2GbS7WqsTNmMMd_4umg41w
[4] https://medium.com/loon-for-all/loon-is-live-in-kenya-259d81c75a7a
[3] https://us02web.zoom.us/webinar/register/7315948293769/WN_WKAy-c02RceI1GlUBAqzNQ
[2] https://www.oii.ox.ac.uk/news/releases/telegram-becomes-refuge-for-far-right-commentators-says-new-oxford-study/
[2] https://twitter.com/oiioxford/status/1285473367009693696
[2] https://twitter.com/oiioxford/status/1284044171486146561
[2] https://twitter.com/VickiNashOII/status/1283426469696372736
[2] https://atozofai.withgoogle.com/intl/en-US/
[2] https://www.type.fan/site/atozofai-withgoogle-com
[2] https://www.oii.ox.ac.uk/videos/what-big-tech-does-to-discourse-and-the-forgotten-tech-tool-that-can-make-tech-less-big-with-cory-doctorow/

Top URLs in Tweet in G2:
[4] https://www.publictechnology.net/articles/features/fog-cyberwar
[2] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=http://link.springer.com/article/10.1007/s11948-020-00213-5
[2] 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://www.techrepublic.com/article/ai-is-accelerating-the-move-to-a-touchless-world/
[1] https://www.sciencedirect.com/science/article/abs/pii/S0277953620303919?dgcid=coauthor
[1] https://oxil.uk/publications/oxtec-market-of-disinformation/
[1] https://mp.weixin.qq.com/s/_PNTrKejMIQ4Ya1Gy10ntg
[1] https://twitter.com/oiioxford/status/1280481434436804608

Top URLs in Tweet in G3:
[4] https://twitter.com/shakir_za/status/1281275899204136960
[2] https://www.oii.ox.ac.uk/blog/disinformation-by-design-how-media-manipulation-campaigns-are-constructed/
[2] https://atozofai.withgoogle.com/intl/en-GB/
[1] https://docs.google.com/document/d/1xFclu44c_MCOOaJYUyW3upMC5t42-lMYrOanngzLJZA/edit?usp=sharing
[1] https://twitter.com/i/web/status/1282625436879659013
[1] https://docs.google.com/presentation/d/1flyKgH1otEFCi_OFrnD99iJq_xtTNzqGp4QVX_opdSg/edit?usp=sharing
[1] https://docs.google.com/document/d/1y_S-WjSoyDnF-vSNkUF4ieqKj6zXUnQXItBAnl-RnF0/edit?usp=sharing
[1] https://docs.google.com/document/d/1UaD5KE5dH2rVSAp7n1dJwT9byUJiFJpoMpcBHfLIbdQ/edit?usp=sharing
[1] https://twitter.com/oiioxford/status/1285149448172183553
[1] https://twitter.com/i/web/status/1282614672433258496

Top URLs in Tweet in G4:
[2] https://mindmatters.ai/2020/07/ai-expert-artificial-intelligences-are-not-electronic-people/
[1] https://www.forbes.com/sites/fernandezelizabeth/2019/11/30/ai-is-not-similar-to-human-intelligence-thinking-so-could-be-dangerous/#5763fe3c6c22
[1] https://twitter.com/i/web/status/1283856762689462297
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https://link.springer.com/article/10.1007/s13347-020-00405-8
[1] https://twitter.com/i/web/status/1283794373675814913

Top URLs in Tweet in G5:
[2] https://twitter.com/oiioxford/status/1285149448172183553
[2] http://journals.sagepub.com/doi/10.1177/1748048520939868
[1] https://warninggraphiccontent.tumblr.com/post/623198341637046272/10-july-2020

Top URLs in Tweet in G6:
[3] https://twitter.com/oiioxford/status/1282632458157121538
[1] https://osf.io/preprints/socarxiv/cqfhr
[1] https://twitter.com/oiioxford/status/1273597097665875969
[1] https://onlinelibrary.wiley.com/doi/10.1111/tesg.12455
[1] https://www.youtube.com/watch?v=Lz-r8OEawQ4&feature=youtu.be

[1] https://elephantinthelab.org/science-without-a-question/

Top URLs in Tweet in G7:
[1] https://cpr.unu.edu/ai-global-governance-no-one-should-trust-ai.html
[1] https://www.aitruth.org/aiethics-readinglist

Top URLs in Tweet in G8:
[1] https://twitter.com/policymonks/status/1283396520763523073

Top URLs in Tweet in G9:
[2] https://www.youtube.com/watch?v=vZpu3UrGeZg&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[70] twitter.com
[22] ac.uk
[10] zoom.us
[7] youtube.com
[5] springer.com
[5] withgoogle.com
[5] google.com
[4] medium.com
[4] co.jp
[4] publictechnology.net

Top Domains in Tweet in G1:
[23] twitter.com
[14] ac.uk
[8] zoom.us
[4] medium.com
[2] withgoogle.com
[2] type.fan
[1] techrepublic.com
[1] businessinsider.com
[1] sky.com
[1] springer.com

Top Domains in Tweet in G2:
[12] twitter.com
[4] ac.uk
[4] publictechnology.net
[3] springer.com
[2] zoom.us
[1] techrepublic.com
[1] sciencedirect.com
[1] oxil.uk
[1] qq.com
[1] computerweekly.com

Top Domains in Tweet in G3:
[12] twitter.com
[4] google.com
[2] ac.uk
[2] withgoogle.com
[1] apa.org
[1] brianckeegan.com

Top Domains in Tweet in G4:
[2] mindmatters.ai
[2] twitter.com
[1] forbes.com
[1] springer.com

Top Domains in Tweet in G5:
[2] twitter.com
[2] sagepub.com
[1] tumblr.com

Top Domains in Tweet in G6:
[4] twitter.com
[1] osf.io
[1] wiley.com
[1] youtube.com
[1] elephantinthelab.org

Top Domains in Tweet in G7:
[1] unu.edu
[1] aitruth.org

Top Domains in Tweet in G8:
[1] twitter.com

Top Domains in Tweet in G9:
[2] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[31] covid19
[21] covidー19
[21] contacttracing
[12] covid__19
[11] cybersecurity
[11] cyberwar
[10] covid_19
[10] esmh
[9] citylis
[9] ai



Top Hashtags in Tweet in G1:
[16] covid19
[15] covidー19
[11] contacttracing
[10] esmh
[8] covid__19
[2] cybersecurity
[2] cyberwar
[2] ai
[2] infodemic
[2] comprop

Top Hashtags in Tweet in G2:
[11] covid19
[9] cybersecurity
[9] cyberwar
[9] contacttracing
[5] covidー19
[4] covid__19
[4] pandemic
[3] digitaldivide
[3] covidー19
[3] onlife

Top Hashtags in Tweet in G3:
[3] datascience
[1] ai
[1] decolonize
[1] overthrow
[1] oldguard
[1] articifialintelligence
[1] machinelearning
[1] covid19
[1] contacttracing
[1] governance

Top Hashtags in Tweet in G4:
[1] springer
[1] anthropomorphism
[1] ai
[1] ides
[1] artificialintelligence

Top Hashtags in Tweet in G5:
[2] dataviz
[2] opendata
[2] ddj

Top Hashtags in Tweet in G6:
[8] covid_19
[8] online
[8] freelance
[2] stackoverflow
[2] estonia
[2] egov
[2] trust
[1] digitaltransformation
[1] covid19

Top Hashtags in Tweet in G7:
[1] aiethicsreads

Top Hashtags in Tweet in G8:
[4] sharingeconomy

Top Hashtags in Tweet in G10:
[1] covidー19

Top Words
Top Words in Tweet in Entire Graph:
[435] oiioxford
[152] ai
[86] floridi
[85] published
[65] good
[64] health
[62] decolonial
[58] ethics
[55] tech
[46] _pmkr

Top Words in Tweet in G1:
[150] oiioxford
[29] benzevenbergen
[28] work
[28] tech
[28] googleai
[25] congratulations
[23] towardsfairwork
[21] july
[20] join
[19] good

Top Words in Tweet in G2:
[92] ai
[89] oiioxford
[75] floridi
[67] published
[51] ethics
[49] health
[41] mapping
[41] review
[40] care
[40] morley

Top Words in Tweet in G3:
[116] oiioxford
[45] _pmkr
[30] katejsim
[29] c2i2_ucla
[25] machine
[25] learning
[25] next
[25] year
[24] syllabus
[24] plan

Top Words in Tweet in G4:
[46] decolonial
[31] ai
[24] shakir_za
[23] theory
[23] sociotechnical
[23] foresight
[23] artificial
[23] intelligence
[23] wsisaac
[23] nikitaggarwal

Top Words in Tweet in G5:
[8] oiioxford
[6] risj_oxford
[4] research
[4] friends
[4] director
[4] rasmus_kleis
[4] co
[4] author
[4] public
[4] service

Top Words in Tweet in G6:
[27] gig
[14] fabian_stephany
[13] paper
[9] watch
[9] tom_swing
[9] discuss
[9] 'good
[9] bad
[9] autonomy
[9] algorithmic

Top Words in Tweet in G7:
[4] maria_axente
[4] dmonett
[4] dorotheabaur
[4] fchollet
[4] mathbabedotorg
[4] ieeeorg
[4] johnchavens
[4] ainowinstitute
[4] decolonial
[3] floridi

Top Words in Tweet in G8:
[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 G9:
[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 G10:
[10] oiioxford
[9] telegram
[9] app
[9] become
[9] refuge
[9] far
[9] right
[9] commentators
[9] study
[9] knuutila

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[45] ethics,ai
[44] mapping,review
[43] ai,health
[43] health,care
[43] care,mapping
[43] review,published
[43] published,morley
[43] morley,machado
[43] machado,burr
[43] burr,cowls

Top Word Pairs in Tweet in G1:
[20] oiioxford,work
[18] oiioxford,benzevenbergen
[18] benzevenbergen,googleai
[13] july,1300bst
[12] tech,force
[12] force,good
[12] uk,government
[11] good,during
[11] during,#covid19
[11] #contacttracing,apps

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

Top Word Pairs in Tweet in G3:
[25] machine,learning
[25] learning,oiioxford
[25] next,year
[23] refreshing,syllabus
[23] syllabus,fairness
[23] fairness,accountability
[23] accountability,transparency
[23] transparency,machine
[23] oiioxford,next
[23] year,plan

Top Word Pairs in Tweet in G4:
[23] decolonial,ai
[23] ai,decolonial
[23] decolonial,theory
[23] theory,sociotechnical
[23] sociotechnical,foresight
[23] foresight,artificial
[23] artificial,intelligence
[23] intelligence,shakir_za
[23] shakir_za,wsisaac
[22] nikitaggarwal,decolonial

Top Word Pairs in Tweet in G5:
[4] research,friends
[4] friends,oiioxford
[4] oiioxford,director
[4] director,rasmus_kleis
[4] rasmus_kleis,co
[4] co,author
[4] public,service
[3] risj_oxford,research
[3] neu,erschienen
[3] erschienen,populist

Top Word Pairs in Tweet in G6:
[9] watch,tom_swing
[9] tom_swing,discuss
[9] discuss,paper
[9] paper,'good
[9] 'good,gig
[9] gig,bad
[9] bad,gig
[9] gig,autonomy
[9] autonomy,algorithmic
[9] algorithmic,control

Top Word Pairs in Tweet in G7:
[4] maria_axente,dmonett
[4] dmonett,dorotheabaur
[4] dorotheabaur,fchollet
[4] fchollet,mathbabedotorg
[4] mathbabedotorg,ieeeorg
[4] ieeeorg,johnchavens
[4] johnchavens,ainowinstitute
[3] cortnie_cdo,maria_axente
[3] ainowinstitute,mcoeckelbergh
[2] mcoeckelbergh,eu_commission

Top Word Pairs in Tweet in G8:
[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 G9:
[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 G10:
[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 Replied-To
Top Replied-To in Entire Graph:
@oiioxford
@floridi
@_pmkr
@c2i2_ucla
@safiyanoble
@chinmay
@sandrawachter5
@elaine_said
@ds_wats0n
@rachelmercer

Top Replied-To in G1:
@oiioxford
@yriveraphd
@vickinashoii
@jjoerlemans
@biiidutton

Top Replied-To in G2:
@floridi
@oiioxford
@sandrawachter5
@oxsocsci
@pnhoward

Top Replied-To in G3:
@c2i2_ucla
@_pmkr
@safiyanoble
@chinmay
@oiioxford
@nikitaggarwal
@beccalew
@ginasue
@floridi
@joyeetaaa

Top Replied-To in G4:
@ds_wats0n
@_katriona
@shakir_za
@oiioxford

Top Replied-To in G5:
@_felixsimon_

Top Replied-To in G7:
@cortnie_cdo
@maria_axente

Top Replied-To in G9:
@danbuk4

Top Mentioned
Top Mentioned in Entire Graph:
@oiioxford
@floridi
@rosariataddeo
@_pmkr
@pnhoward
@wsisaac
@katejsim
@benzevenbergen
@googleai
@shakir_za

Top Mentioned in G1:
@oiioxford
@benzevenbergen
@googleai
@towardsfairwork
@pnhoward
@commonsdcms
@nahema_marchal
@ep_sciencetech
@fundaustek
@srujka

Top Mentioned in G2:
@oiioxford
@floridi
@rosariataddeo
@joshcowls
@icmlconf
@turinginst
@pnhoward
@sandrawachter5
@uniofoxford
@oxsocsci

Top Mentioned in G3:
@oiioxford
@_pmkr
@katejsim
@c2i2_ucla
@ubiquity75
@safiyanoble
@margchee
@promiseinstucla
@bostonjoan
@png_marie

Top Mentioned in G4:
@shakir_za
@wsisaac
@nikitaggarwal
@png_ma
@oiioxford
@oxfordethicslab
@turinginst
@qmul_c4tb
@cnaintelligence
@png_marie

Top Mentioned in G5:
@oiioxford
@risj_oxford
@rasmus_kleis
@m_unibw
@annikasehl
@ralphschroeder
@ij_unibw
@ftdata
@econdailycharts

Top Mentioned in G6:
@fabian_stephany
@tom_swing
@oiioxford
@wesjnl
@hiig_berlin
@eitl_blog
@vilile
@niklas_stoehr
@wileyinresearch
@tesg_journal

Top Mentioned in G7:
@dmonett
@dorotheabaur
@fchollet
@mathbabedotorg
@ieeeorg
@johnchavens
@ainowinstitute
@floridi
@maria_axente
@mcoeckelbergh

Top Mentioned in G8:
@bhaskar_pant1
@olam
@olamobilityinst
@gigwc
@connect_ifat
@adcunion
@podcastgig
@geetimak
@varad_pande
@uber

Top Mentioned in G9:
@evgenymorozov
@glovink
@mckenziewark
@jaromil
@nwspk
@disruptberlin
@liekeploeger
@zararah
@t_bazz
@juspar

Top Mentioned in G10:
@oiioxford
@telegram
@knuutila
@alesherasimenka
@jon
@commonsdcms
@ds_wats0n
@nikitaggarwal
@shakir_za
@wsisaac

Top Tweeters
Top Tweeters in Entire Graph:
@cybersec_feeds
@businessinsider
@_l17r_
@vernapolitics
@lindakws1
@paulbernaluk
@themominatrixx
@blackamazon
@cnn
@hettivong

Top Tweeters in G1:
@businessinsider
@paulbernaluk
@doctorow
@euphoriceuler
@caboludwig
@rykalski
@venturebeat
@techrepublic
@grhydian
@kegill

Top Tweeters in G2:
@cybersec_feeds
@mapc
@innovandiamo
@tomdrabowicz
@sunil_abraham
@jedichaz
@eliasaarnio
@gdt62
@proftomcrick
@future_of_ai

Top Tweeters in G3:
@_l17r_
@vernapolitics
@lululemew
@thecuriousluke
@hubofml
@maperez324
@candicelanier
@ml_tweet_bot
@drdaveobrien
@craignewmark

Top Tweeters in G4:
@forbes
@maelorin
@margymaclibrary
@gdprai
@pmphillips
@tweetinchar
@luke_stark
@s_amani
@wintery_knight
@mmi_updates

Top Tweeters in G5:
@noemamag
@fivethirtyeight
@owwrgmn
@rasmus_kleis
@ncvo
@apoliticalco
@urbaninstitute
@risj_oxford
@tbij
@bbgvisualdata

Top Tweeters in G6:
@press4change
@fastlanemillio1
@hiig_berlin
@vilile
@tnovitz
@wileyinresearch
@ricardobuendiae
@tom_swing
@stackoverflow
@wesjnl

Top Tweeters in G7:
@j2bryson
@1leooel1
@eu_commission
@johnchavens
@ieeeorg
@alan_winfield
@fchollet
@scuethics
@barryosullivan
@dmonett

Top Tweeters in G8:
@uber
@swiggy_in
@olacabs
@sasialse
@ideas4india
@ameetlal
@olam
@bhaskar_pant1
@geetimak
@zomatoin

Top Tweeters in G9:
@danbuk4
@juspar
@mckenziewark
@rmack
@evgenymorozov
@cwarzel
@zararah
@jaromil
@francesca_bria
@nwspk

Top Tweeters in G10:
@alexleavitt
@telegram
@jon
@maksumuto
@teatimetrading
@alesherasimenka
@atavist_13
@knuutila
@drroddacombe
@jonmbright


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