FAQ | Problem?

oiioxford_2018-08-09_22-41-30.xlsx
oiioxford_2018-08-09_22-41-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 10, 2018
Short Description:
oiioxford via NodeXL http://bit.ly/2MzrOID
@oiioxford
@livingstone_s
@pnhoward
@disinfoeu
@uniofoxford
@olivia_gazis
@walker_ct
@reyesrdzm
@oxfordalumni
@sandrawachter5

Top hashtags:
#socialmedia
#privacy
#platforms
#gdpr
#internetregulation
#children
#disinfo

Description:
Description
The graph represents a network of 693 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 Friday, 10 August 2018 at 05:41 UTC.

The requested start date was Friday, 10 August 2018 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, 20-hour, 0-minute period from Friday, 27 July 2018 at 00:44 UTC to Thursday, 09 August 2018 at 20:44 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 : 693
Unique Edges : 1076
Edges With Duplicates : 193
Total Edges : 1269
Number of Edge Types : 3
Mentions : 1206
Replies to : 38
Tweet : 25
Self-Loops : 25
Reciprocated Vertex Pair Ratio : 0.0233602875112309
Reciprocated Edge Ratio : 0.0456540825285338
Connected Components : 9
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 679
Maximum Edges in a Connected Component : 1255
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.184782
Graph Density : 0.00237511364678995
Modularity : 0.617464
NodeXL Version : 1.0.1.402

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[7] https://www.recruit.ox.ac.uk/pls/hrisliverecruit/erq_jobspec_details_form.jobspec?p_id=136396
[7] https://www.bbc.co.uk/programmes/b0bcddwr
[6] https://eiuperspectives.com/sites/default/files/EIU_Microsoft%20-%20Intelligent%20Economies_AI%27s%20transformation%20of%20industries%20and%20society.pdf
[5] https://twitter.com/oiioxford/status/1027142948549550081
[3] http://www.ox.ac.uk/news/science-blog/what-does-gig-economy-mean-you
[3] https://www.oii.ox.ac.uk/news/releases/fairwork-foundation-begins-new-project-on-the-digital-gig-economy-in-south-africa/
[3] http://comprop.oii.ox.ac.uk/wp-content/uploads/sites/93/2018/07/ct2018.pdf
[3] http://comprop.oii.ox.ac.uk/research/cybertroops2018/
[3] https://twitter.com/oiioxford/status/1024949187069267969
[2] http://www.cs.ox.ac.uk/news/1558-full.html

Top URLs in Tweet in G1:
[1] https://twitter.com/oiioxford/status/1027554752547221505
[1] http://www.iicom.org/intermedia/intermedia-july-2018/children-a-special-case-for-privacy
[1] https://twitter.com/oiioxford/status/1027142948549550081

Top URLs in Tweet in G2:
[6] https://www.recruit.ox.ac.uk/pls/hrisliverecruit/erq_jobspec_details_form.jobspec?p_id=136396
[2] http://www.washingtonpost.com/business/economy/on-whatsapp-fake-news-is-fast--and-can-be-fatal/2018/07/23/a2dd7112-8ebf-11e8-bcd5-9d911c784c38_story.html?tid=ss_tw&utm_term=.cc5530f780f5
[2] https://twitter.com/pnhoward/status/1022738209380466688
[1] https://twitter.com/i/web/status/1022738209380466688
[1] https://twitter.com/i/web/status/1022579713510924307
[1] https://therealnews.com/stories/social-media-manipulation-is-far-more-widespread-than-you-think
[1] https://twitter.com/oiioxford/status/1022799864248389633
[1] http://www.iftf.org/statesponsoredtrolling
[1] http://comprop.oii.ox.ac.uk/research/cybertroops2018/

Top URLs in Tweet in G3:
[3] https://www.oii.ox.ac.uk/news/releases/fairwork-foundation-begins-new-project-on-the-digital-gig-economy-in-south-africa/
[2] http://www.ox.ac.uk/news/science-blog/what-does-gig-economy-mean-you
[2] http://comprop.oii.ox.ac.uk/research/cybertroops2018/
[1] https://twitter.com/oiioxford/status/837291567694098432
[1] https://tech.newstatesman.com/guest-opinion/karl-marx-gig-economy
[1] https://twitter.com/i/web/status/1019152790541697025
[1] https://twitter.com/i/web/status/1027142948549550081
[1] https://www.youtube.com/watch?v=8bin00oy6oE

[1] https://www.newscientist.com/article/2176115-the-truth-about-the-suspected-link-between-social-media-and-self-harm
[1] https://www.workingmums.co.uk/study-warns-of-health-effects-of-freelance-gig-economy/

Top URLs in Tweet in G4:
[2] https://twitter.com/oiioxford/status/1027142948549550081
[2] https://talkabout.makelovenotporn.tv/
[1] https://twitter.com/i/web/status/1027186314515554305
[1] http://po.st/khdJG2
[1] https://twitter.com/i/web/status/1022790282000183297
[1] http://po.st/kqP4zd
[1] http://www.ox.ac.uk/news/science-blog/what-does-gig-economy-mean-you
[1] https://twitter.com/i/web/status/1026885864465604608
[1] http://comprop.oii.ox.ac.uk/wp-content/uploads/sites/93/2018/07/ct2018.pdf
[1] https://twitter.com/UniofOxford/status/1023236866202656768

Top URLs in Tweet in G5:
[1] http://comprop.oii.ox.ac.uk/wp-content/uploads/sites/93/2018/07/ct2018.pdf

Top URLs in Tweet in G6:
[6] https://eiuperspectives.com/sites/default/files/EIU_Microsoft%20-%20Intelligent%20Economies_AI%27s%20transformation%20of%20industries%20and%20society.pdf
[6] https://www.bbc.co.uk/programmes/b0bcddwr
[1] https://www.forbes.com/sites/davidschwartz/2018/08/09/the-robot-invasion-of-las-vegas-might-be-horrifying-or-no-big-deal/#22342d732956
[1] https://twitter.com/oiioxford/status/1024949187069267969
[1] https://twitter.com/TheEIU/status/1023923583599489025
[1] https://twitter.com/i/web/status/1026156616398323712
[1] http://archivesit.org.uk
[1] https://twitter.com/apoliticalco/status/1027164269454884864
[1] https://www.turing.ac.uk/work-turing/research-assistant-digital-ethics
[1] https://twitter.com/JoshCowls/status/1022856831608209408

Top URLs in Tweet in G7:
[1] https://www.intelligence.senate.gov/hearings/open-hearing-foreign-influence-operations-and-their-use-social-media-platforms

Top URLs in Tweet in G8:
[2] http://www.cs.ox.ac.uk/news/1558-full.html
[1] http://www.globaluniversityventuring.com/article.php/7124/big-deal-oxford-goes-from-strength-to-strength
[1] http://www.cs.ox.ac.uk/news/1559-full.html
[1] http://www.emeraldgrouppublishing.com/products/journals/call_for_papers.htm?id=7845
[1] https://twitter.com/CapacityCentre/status/1024669694006120448

Top URLs in Tweet in G10:
[1] https://foreignpolicy.com/2018/07/16/our-data-ourselves-democracy-technology-algorithms/

Top Domains
Top Domains in Tweet in Entire Graph:
[49] twitter.com
[25] ac.uk
[8] co.uk
[6] eiuperspectives.com
[3] paper.li
[2] washingtonpost.com
[2] youtube.com
[2] org.uk
[2] tandfonline.com
[2] senate.gov

Top Domains in Tweet in G1:
[2] twitter.com
[1] iicom.org

Top Domains in Tweet in G2:
[7] ac.uk
[5] twitter.com
[2] washingtonpost.com
[1] therealnews.com
[1] iftf.org

Top Domains in Tweet in G3:
[11] twitter.com
[10] ac.uk
[2] youtube.com
[2] co.uk
[1] newstatesman.com
[1] newscientist.com
[1] tweetedtimes.com
[1] senate.gov
[1] nature.com
[1] nytimes.com

Top Domains in Tweet in G4:
[8] twitter.com
[2] po.st
[2] ac.uk
[2] makelovenotporn.tv
[1] ted.com

Top Domains in Tweet in G5:
[1] ac.uk

Top Domains in Tweet in G6:
[6] twitter.com
[6] eiuperspectives.com
[6] co.uk
[2] ac.uk
[1] forbes.com
[1] org.uk

Top Domains in Tweet in G7:
[1] senate.gov

Top Domains in Tweet in G8:
[3] ac.uk
[1] globaluniversityventuring.com
[1] emeraldgrouppublishing.com
[1] twitter.com

Top Domains in Tweet in G10:
[1] foreignpolicy.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[138] socialmedia
[127] privacy
[127] platforms
[127] gdpr
[127] internetregulation
[127] children
[20] disinfo
[16] gigeconomy
[13] disinformation
[9] stem



Top Hashtags in Tweet in G1:
[125] privacy
[125] platforms
[125] socialmedia
[125] gdpr
[125] internetregulation
[125] children
[1] childrights

Top Hashtags in Tweet in G2:
[18] disinfo
[2] disinformation
[1] elections

Top Hashtags in Tweet in G3:
[5] ai
[5] misinfocon
[4] design4democracy
[4] misinformation
[3] gigeconomy
[2] disinfo
[1] futureofwork
[1] technology
[1] psychology
[1] cambridgeanalytica

Top Hashtags in Tweet in G4:
[13] gigeconomy
[3] sextech
[3] realworldsex
[3] socialsex
[2] socialsexrevolution
[1] computationalpropaganda
[1] endprecariouscontracts

Top Hashtags in Tweet in G5:
[1] disinformation

Top Hashtags in Tweet in G6:
[1] privacy
[1] platforms
[1] socialmedia
[1] gdpr
[1] internetregulation
[1] children

Top Hashtags in Tweet in G8:
[3] asa18
[3] citams
[1] privacy
[1] platforms
[1] socialmedia
[1] gdpr
[1] internetregulation
[1] children

Top Words
Top Words in Tweet in Entire Graph:
[380] Words in Sentiment List#1: Positive
[278] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[13374] Non-categorized Words
[14032] Total Words
[261] oiioxford
[253] new
[203] platforms
[138] socialmedia
[131] livingstone_s

Top Words in Tweet in G1:
[129] livingstone_s
[126] children
[125] pleased
[125] new
[125] article
[125] privacy
[125] platforms
[125] socialmedia
[125] gdpr
[125] internetregulation

Top Words in Tweet in G2:
[97] pnhoward
[70] social
[65] media
[63] platforms
[47] oiioxford
[47] political
[47] parties
[46] governments
[46] see
[45] design

Top Words in Tweet in G3:
[104] oiioxford
[34] new
[24] digital
[24] research
[24] oii
[23] submitted
[21] gig
[21] economy
[18] dr
[18] work

Top Words in Tweet in G4:
[68] uniofoxford
[49] oiioxford
[39] new
[32] research
[31] found
[28] internet
[27] parental
[27] controls
[27] stop
[27] teens

Top Words in Tweet in G5:
[65] governments
[64] disinfoeu
[64] need
[64] know
[64] politicians
[64] world
[64] approach
[64] dangers
[64] opportunities
[64] digital

Top Words in Tweet in G6:
[17] oiioxford
[16] turinginst
[15] sandrawachter5
[13] ai
[11] check
[11] out
[11] interview
[8] bbcradio4
[7] theeconomist
[7] theeiu

Top Words in Tweet in G7:
[16] olivia_gazis
[16] psa
[16] worth
[16] reading
[16] opening
[16] statements
[16] submitted
[16] witnesses
[16] yesterday's
[16] ssci

Top Words in Tweet in G8:
[7] oiioxford
[6] t
[5] capacitycentre
[4] oxmartinschool
[4] ox_cybersec
[3] few
[3] more
[3] days
[3] until
[3] asa18

Top Words in Tweet in G9:
[6] want
[6] insights
[6] russia's
[6] authoritarian
[6] internationalism
[6] impact
[6] democracy
[6] follow
[6] brookingsinst
[5] walker_ct

Top Words in Tweet in G10:
[14] evitar
[14] monopolio
[14] privado
[14] nuestros
[14] datos
[14] internet
[14] necesario
[14] estado
[14] recuperen
[13] reyesrdzm

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[127] pleased,new
[127] new,article
[127] article,privacy
[127] privacy,platforms
[127] platforms,socialmedia
[127] socialmedia,gdpr
[127] gdpr,internetregulation
[127] internetregulation,children
[126] livingstone_s,pleased
[126] children,childrig

Top Word Pairs in Tweet in G1:
[125] pleased,new
[125] new,article
[125] article,privacy
[125] privacy,platforms
[125] platforms,socialmedia
[125] socialmedia,gdpr
[125] gdpr,internetregulation
[125] internetregulation,children
[124] livingstone_s,pleased
[124] children,childrig

Top Word Pairs in Tweet in G2:
[64] social,media
[45] media,platforms
[45] platforms,design
[45] design,flaws
[45] flaws,political
[45] political,parties
[45] parties,governments
[45] governments,abuse
[45] abuse,see
[44] pnhoward,social

Top Word Pairs in Tweet in G3:
[21] gig,economy
[18] digital,gig
[17] new,research
[17] dr,alex
[17] alex,wood
[15] research,work
[15] work,oii
[15] oii,reveals
[15] reveals,poor
[15] poor,working

Top Word Pairs in Tweet in G4:
[31] oiioxford,found
[28] new,research
[27] parental,controls
[27] controls,stop
[27] stop,teens
[27] teens,seeing
[27] seeing,pornography
[27] pornography,new
[27] research,oiioxford
[27] found,internet

Top Word Pairs in Tweet in G5:
[64] need,know
[64] know,politicians
[64] politicians,governments
[64] governments,world
[64] world,approach
[64] approach,dangers
[64] dangers,opportunities
[64] opportunities,digital
[63] disinfoeu,need
[32] digital,disinfor

Top Word Pairs in Tweet in G6:
[11] check,out
[11] oiioxford,turinginst
[10] out,interview
[8] sandrawachter5,check
[7] sandrawachter5,bbcradio4
[6] interview,theeconomist
[6] theeconomist,theeiu
[6] theeiu,accountable
[6] accountable,ethical
[6] ethical,ai

Top Word Pairs in Tweet in G7:
[16] psa,worth
[16] worth,reading
[16] reading,opening
[16] opening,statements
[16] statements,submitted
[16] submitted,witnesses
[16] witnesses,yesterday's
[16] yesterday's,ssci
[16] ssci,hearing
[16] hearing,foreign

Top Word Pairs in Tweet in G8:
[3] few,more
[3] more,days
[3] days,until
[3] until,asa18
[3] asa18,philly
[3] philly,t
[3] t,wait
[3] wait,going
[3] going,don
[3] don,t

Top Word Pairs in Tweet in G9:
[6] want,insights
[6] insights,russia's
[6] russia's,authoritarian
[6] authoritarian,internationalism
[6] internationalism,impact
[6] impact,democracy
[6] democracy,follow
[6] follow,brookingsinst
[5] walker_ct,want
[5] brookingsinst,apolyak

Top Word Pairs in Tweet in G10:
[14] evitar,monopolio
[14] monopolio,privado
[14] privado,nuestros
[14] nuestros,datos
[14] datos,internet
[14] internet,necesario
[14] necesario,estado
[13] reyesrdzm,evitar
[10] recuperen,control
[9] estado,público

Top Replied-To
Top Replied-To in Entire Graph:
@uniofoxford
@pnhoward
@ginasue
@agstrait
@bcs
@oiioxford
@livingstone_s
@geronstratcom
@afp
@sandrawachter5

Top Replied-To in G1:
@livingstone_s

Top Replied-To in G2:
@pnhoward
@geronstratcom
@oiioxford
@sbradshaww

Top Replied-To in G3:
@ginasue
@agstrait
@afp
@_felixsimon_
@anagrouv
@oiioxford

Top Replied-To in G4:
@uniofoxford

Top Replied-To in G5:
@disinfoeu

Top Replied-To in G6:
@bcs
@sandrawachter5
@helenmargetts
@andrewtstephen

Top Replied-To in G7:
@olivia_gazis

Top Replied-To in G8:
@oxmartinschool

Top Mentioned
Top Mentioned in Entire Graph:
@oiioxford
@livingstone_s
@pnhoward
@uniofoxford
@disinfoeu
@sbradshaww
@polbots
@turinginst
@craignewmark
@oxfordalumni

Top Mentioned in G1:
@livingstone_s
@privacyint
@privacymatters
@eu_schoolnet
@iconews
@lsenews
@lselaw
@oiioxford
@icacamdivision
@ronanlupton

Top Mentioned in G2:
@pnhoward
@oiioxford
@sbradshaww
@polbots
@craignewmark
@therealnews
@uniofoxford
@jhillje
@anjatuerkan
@lmneudert

Top Mentioned in G3:
@oiioxford
@pnhoward
@_felixsimon_
@floridi
@pitt_rivers
@vf_institute
@lmneudert
@polbots
@ginasue
@misinfocon

Top Mentioned in G4:
@uniofoxford
@oiioxford
@tom_swing
@apoliticalco
@owenespley
@makelovenotporn
@oxfordgeography
@oxprimarycare
@oxford_ndph
@pnhoward

Top Mentioned in G5:
@disinfoeu
@pnhoward
@sbradshaww
@oiioxford
@uniofoxford
@defenddemocracy
@rofreudenstein
@_europeanvalues
@evanoconnell
@disinfoportal

Top Mentioned in G6:
@oiioxford
@turinginst
@sandrawachter5
@bbcradio4
@theeconomist
@theeiu
@forbes
@cquantumc
@cambridge_cl

Top Mentioned in G7:
@olivia_gazis
@twitter
@oxexppsy
@oiioxford
@randcorporation
@gasca
@rosenbergerlm
@noupside
@graphika_inc
@cuboulder

Top Mentioned in G8:
@oiioxford
@capacitycentre
@ox_cybersec
@oxmartinschool
@mediainfomsu
@oceania_cyber
@londoncyber
@cyberseceu
@sociologyoxford
@thegfce

Top Mentioned in G9:
@brookingsinst
@walker_ct
@apolyak
@apolyakova
@cepa
@powervertical
@globsec
@danielmilosk
@michaeldweiss
@oiioxford

Top Mentioned in G10:
@reyesrdzm
@foreignpolicy
@oiioxford

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@adrianat9735
@revolution_fr
@saragomezaranci
@chrisbrey1
@robsongfreire
@homegypsy
@glynmoody
@lrozen
@jsnyder555

Top Tweeters in G1:
@glynmoody
@parmigiani_s
@miles_wilma
@jafurtado
@mellenoweth
@clarinette02
@powerian
@privacymatters
@infomgmtexec
@privacystrategy

Top Tweeters in G2:
@redot2005
@rejectionking
@truman_town
@jeffjarvis
@craignewmark
@juanmanfredi
@craigzelizer
@tailoredinnyc
@fdracolyte
@wangweikong

Top Tweeters in G3:
@afp
@vesperuk
@digitalsista
@shehannemoore
@newscientist
@cmschroed
@dirkvl
@kuunga
@cmkhealthatwork
@alexkara15

Top Tweeters in G4:
@saragomezaranci
@chrisbrey1
@glaciarblue
@manufernandezba
@artmarius2
@cindygallop
@hunanofchina
@onderkaraoglan
@bindas_bol_
@eagle_0077_

Top Tweeters in G5:
@revolution_fr
@adekleine
@thewillowtree6
@grzewap
@maritalp
@barfilfarm
@insomniacx29
@evanoconnell
@rich_outlaw
@ilvestoomas

Top Tweeters in G6:
@forbes
@theeconomist
@bbcradio4
@timandraharknes
@marcventresca
@theeiu
@turkernational
@privacy_law_eu
@bcs
@shafiq_ahmed

Top Tweeters in G7:
@missb62
@homegypsy
@lrozen
@jsnyder555
@_ben_franklin1
@warriormcfad
@nml423
@vatodelcosta
@randcorporation
@empressnorton

Top Tweeters in G8:
@dhsgov
@catapult_uk
@oxmartinschool
@biiidutton
@medialse
@pci_initiative
@digijaks
@quellocenter
@bibireisdorf
@mysocnet

Top Tweeters in G9:
@ukrainianevents
@umlandandreas
@michaeldweiss
@brookingsinst
@coda
@initintegrity
@powervertical
@hannahthoburn
@antelava
@a_shekh0vts0v

Top Tweeters in G10:
@adrianat9735
@luluonti
@jenarovillamil
@foreignpolicy
@pablovivancov
@cris_geithner
@antoniourbinare
@angel_nio1
@sofia_ramireza
@reyesrdzm