oiioxford, Twitter, 3/8/2023 11:55:27 AM, 290611


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oiioxford_2023-03-08_03-45-21.xlsx
oiioxford_2023-03-08_03-45-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 08, 2023
Short Description:
oiioxford via NodeXL PERMANENTLY_REMOVED
@oiioxford
@maasalan
@floridi
@sandrawachter5
@towardsfairwork
@uniofoxford
@arjun_sanyal
@vickinashoii
@talayedaar
@cohubicol1

Top hashtags:
#ai
#thealgorithmicpedestal
#aiethics
#cloudempires
#misinformation
#work
#skills

Description:
Description
The graph represents a network of 3,667 Twitter users whose recent tweets contained "oiioxford", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/7/2023 5:00:33 PM. The network was obtained from Twitter on Wednesday, 08 March 2023 at 11:49 UTC.

The tweets in the network were tweeted over the 2331-day, 15-hour, 47-minute period from Tuesday, 18 October 2016 at 08:33 UTC to Wednesday, 08 March 2023 at 00:20 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 3667
Unique Edges : 6467
Edges With Duplicates : 15385
Total Edges : 21852
Number of Edge Types : 9
Retweet : 3211
MentionsInRetweet : 7991
Quote : 333
Tweet : 104
MentionsInQuote : 1065
MentionsInReplyTo : 5709
Replies to : 1037
Mentions : 2250
MentionsInQuoteReply : 152
Self-Loops : 1066
Reciprocated Vertex Pair Ratio : 0.0803744022789704
Reciprocated Edge Ratio : 0.148789904887466
Connected Components : 12
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 3653
Maximum Edges in a Connected Component : 21722
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.944684
Graph Density : 0.0007899147986993
Modularity : 0.315077
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,667 Twitter users whose recent tweets contained "oiioxford", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/7/2023 5:00:33 PM. The network was obtained from Twitter on Wednesday, 08 March 2023 at 11:49 UTC.

The tweets in the network were tweeted over the 2331-day, 15-hour, 47-minute period from Tuesday, 18 October 2016 at 08:33 UTC to Wednesday, 08 March 2023 at 00:20 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[60] http://ws-jp.co.jp/2020/05/30/cybersecurity-5/
[29] https://www.oii.ox.ac.uk/news-events/news/oxford-internet-institutes-professor-luciano-floridi-awarded-italys-top-national-honour/
[17] https://www.oii.ox.ac.uk/people/vacancies/
[13] https://onlinelibrary.wiley.com/doi/10.1111/anti.12887
[13] https://www.youtube.com/watch?v=7Z8EpVPWb50&feature=youtu.be

[12] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3662302
[12] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4298431
[11] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3844375
[11] https://journals.sagepub.com/doi/10.1177/00380385221126804
[11] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4282827

Top URLs in Tweet in G1:
[12] https://www.oii.ox.ac.uk/people/vacancies/
[10] https://www.youtube.com/watch?v=7Z8EpVPWb50&feature=youtu.be

[7] https://www.algorithmicpedestal.info/
[7] https://www.raiplay.it/video/2023/01/ConverseRai-Maria-Rosaria-Taddeo-Etica-e-social-network-57af0c59-d4ef-4d70-84a5-8ce8367e18df.html?wt_mc=2.social.fb.raiperlasostenibilit%C3%A0_converserai3.&w
[5] https://www.oii.ox.ac.uk/news-events/events/guest-talk-from-the-uk-information-commissioner/
[5] https://www.oii.ox.ac.uk/news-events/events/the-influence-of-the-internet-and-tech-on-global-press-freedom/
[4] https://www.oii.ox.ac.uk/news-events/events/lecture-by-dr-scott-hale/
[4] https://twitter.com/oiioxford/status/1618960524439605248
[4] https://twitter.com/oiioxford/status/1587399891197771776
[4] https://twitter.com/jasonanastas/status/1613272963905736718/photo/1

Top URLs in Tweet in G2:
[10] https://journals.sagepub.com/doi/10.1177/00380385221126804
[4] https://audioboom.com/posts/8186696-the-dominance-of-the-platform-economy
[4] https://researchsupport.admin.ox.ac.uk/funding/ke-seed-fund
[4] https://twitter.com/publiclawprojct/status/1579767519820533760/photo/1
[4] https://twitter.com/Agile_Rabbit/status/1626199117897601024/photo/1
[4] https://us06web.zoom.us/webinar/register/WN_y35E9ih1RgaMoUvuzA2dZA#/registration
[3] https://www.ox.ac.uk/news/2022-10-21-remote-digital-platform-working-great-if-you-live-city-oxford-study
[3] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4331652
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-04397-7
[3] https://www.oii.ox.ac.uk/research/projects/skillscale/

Top URLs in Tweet in G3:
[28] https://www.oii.ox.ac.uk/news-events/news/oxford-internet-institutes-professor-luciano-floridi-awarded-italys-top-national-honour/
[12] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4298431
[12] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3662302
[11] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3844375
[10] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4282827
[9] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4361607
[8] https://www.ssrn.com/index.cfm/en/Centre-Digital-Ethics-CEDE-RES/
[6] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4300141
[6] https://www.eventbrite.co.uk/e/oxford-synthetic-media-forum-tickets-483020345857
[4] https://www.academia.edu/37586462/Soft_Ethics_and_the_Governance_of_the_Digital_and_the_General_data_Protection_Regulation

Top URLs in Tweet in G4:
[12] https://onlinelibrary.wiley.com/doi/10.1111/anti.12887
[6] https://twitter.com/oguzbikbik/status/1595777077852127232/photo/1
[4] https://twitter.com/TowardsFairWork/status/1584646266159394816/photo/1
[4] https://www.youtube.com/watch?v=cxeEaFN5oIA&feature=youtu.be

[4] https://twitter.com/OxfordUCU/status/1595735467127115777/photo/1
[3] https://fair.work/en/fw/publications/fairwork-india-ratings-2022-labour-standards-in-the-platform-economy/
[3] https://us02web.zoom.us/webinar/register/WN_2m8dwpoVRCe4bvdD_lXyVg
[3] https://twitter.com/riseupsummit/status/1631002010265813012/photo/1
[3] https://twitter.com/DrishtiElvisa/status/1631311159067394048/photo/1
[2] https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0274630

Top URLs in Tweet in G5:
[8] https://twitter.com/oiioxford/status/1583110317587935233
[8] https://twitter.com/oiioxford/status/1576896298237988864
[5] https://www.oxfordmartin.ox.ac.uk/blog/what-are-the-implications-of-our-hyper-connected-society/
[4] https://www.oii.ox.ac.uk/news-events/events/going-native-and-compiling-code-how-to-explore-equality-in-technology/
[4] https://twitter.com/AAJohnsson/status/1585320146414882817/photo/1
[3] https://twitter.com/iranhrs99/status/1600840292818915328/photo/1
[3] https://twitter.com/Kr_ayl/status/1602746109020946432/photo/1
[2] https://twitter.com/thruhugh/status/1595500033147039744/photo/1
[2] https://twitter.com/thruhugh/status/1592946937158070272/photo/1
[2] https://twitter.com/iranhrs99/status/1602770994107715592/photo/1

Top URLs in Tweet in G6:
[3] https://www.youtube.com/watch?v=7Z8EpVPWb50&feature=youtu.be

[2] https://pod.link/1479606317/episode/b713c8f5235a3987b7b9cc4e1a3cca5f
[1] https://twitter.com/oiioxford/status/1598635999680135171
[1] https://twitter.com/CSISMidEast/status/1582722665089060868
[1] https://books.google.co.uk/books?hl=en&lr=&id=ecxOEAAAQBAJ&oi=fnd&pg=PT309&ots=7_j6fru05K&sig=-izzDgqjMNZDzVqrzMNZv8ys8O0#v=onepage&q&f=false
[1] https://twitter.com/KamiarMohaddes/status/1631999684913815552/photo/1
[1] https://twitter.com/KamiarMohaddes/status/1632156882780520450/photo/1
[1] https://news.sky.com/story/iran-protests-teens-bravery-offers-glimmer-of-hope-as-violent-crackdown-and-internet-restrictions-continue-12769571
[1] https://www.ietf.org/live/ietf116-iab-open/
[1] https://twitter.com/oiioxford/status/1615646484237635587

Top URLs in Tweet in G7:
[3] https://www.oii.ox.ac.uk/people/vacancies/
[3] https://twitter.com/GM_Infogov/status/1595083983506792453/photo/1
[3] https://twitter.com/OxfordPakistan/status/1609644417517756416/photo/1
[2] https://billdutton.me/2022/10/28/the-attraction-of-working-from-home/
[2] https://forms.office.com/Pages/ResponsePage.aspx?id=G96VzPWXk0-0uv5ouFLPkdyc6CE6lhRIlPCZhUg8MQBUNURYV1YxU002WDYyNk4zM1NCUFBIVVJZWS4u
[1] https://www.oii.ox.ac.uk/people/vacancies
[1] https://twitter.com/VickiNashOII/status/1577297527807905793/photo/1
[1] https://twitter.com/VickiNashOII/status/1598689407556534273/photo/1
[1] https://twitter.com/richardsusskind/status/1580511769982009346
[1] https://twitter.com/owenbaily1982/status/1598312500302413824/video/1

Top URLs in Tweet in G8:
[4] https://www.whtrust.org/
[4] https://twitter.com/CzarkhanAlih/status/1617791037245882369/photo/1
[4] https://twitter.com/CzarkhanAlih/status/1617790116516466688/photo/1
[4] https://twitter.com/CzarkhanAlih/status/1617793450438701058/photo/1
[4] https://twitter.com/CzarkhanAlih/status/1617792198862606337/photo/1
[3] https://twitter.com/oiioxford/status/1600796710711840768
[3] https://twitter.com/lauramherman_/status/1579150542244581376/photo/1
[3] https://twitter.com/lauramherman_/status/1613204104779628546/photo/1
[3] https://twitter.com/oiioxford/status/1623299734872940545/photo/1
[3] https://twitter.com/Jessica711Fore/status/1632406155975700480/photo/1

Top URLs in Tweet in G9:
[1] https://share.hsforms.com/16e0v6pUGSDu3yvqwsJgEEQ3sxty
[1] https://twitter.com/AoDemocracies/status/1591098237607612418/photo/1
[1] https://twitter.com/KnudsenLisbeth/status/1588558079687553024
[1] https://twitter.com/MillarLaura/status/1614319294237790212
[1] https://twitter.com/hackylawyER/status/1620071018567184393
[1] https://twitter.com/oiioxford/status/1614197676861698051
[1] https://www.nytimes.com/2023/01/14/opinion/american-history-college-university-academia.html
[1] https://twitter.com/nielsvdoorn/status/1620018727432626176/photo/1
[1] https://meta.wikimedia.org/wiki/Grants:Programs/Wikimedia_Research_%26_Technology_Fund/Wikimedia_Research_Fund
[1] https://twitter.com/WikiResearch/status/1574449036718907392/photo/1

Top URLs in Tweet in G10:
[1] https://docs.google.com/forms/d/e/1FAIpQLSeXF7ELUtSUezQ7zEhUT1tKMLzUiAf0_4nCPg_zqdJVuSHCpw/viewform
[1] https://twitter.com/octavia_reeve/status/1623756916647247872/photo/1
[1] https://www.adalovelaceinstitute.org/event/voices-in-the-code/
[1] https://twitter.com/AdaLovelaceInst/status/1585264711683252225/photo/1
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs11023-022-09613-x
[1] https://alltechishuman.org/all-tech-is-human-blog/30-uk-based-responsible-tech-orgs-to-know-about
[1] https://twitter.com/ylelkes/status/1587937588396048386
[1] https://www.techagainstterrorism.org/vacancies/
[1] https://twitter.com/VickiNashOII/status/1588113400764284933
[1] https://twitter.com/oiioxford/status/1612471358302130177

Top Domains
Top Domains in Tweet in Entire Graph:
[979] twitter.com
[258] ac.uk
[130] ssrn.com
[75] youtube.com
[62] co.jp
[46] co.uk
[23] fair.work
[16] sagepub.com
[15] wiley.com
[13] zoom.us

Top Domains in Tweet in G1:
[360] twitter.com
[138] ac.uk
[25] co.uk
[18] youtube.com
[8] faveeo.com
[8] raiplay.it
[7] algorithmicpedestal.info
[5] zoom.us
[4] springer.com
[4] theguardian.com

Top Domains in Tweet in G2:
[146] twitter.com
[44] ac.uk
[16] youtube.com
[11] sagepub.com
[10] co.uk
[7] ssrn.com
[6] wired.com
[5] hiig.de
[5] zoom.us
[4] ac.at

Top Domains in Tweet in G3:
[120] ssrn.com
[110] twitter.com
[33] ac.uk
[8] co.uk
[5] youtube.com
[5] spotify.com
[4] t.co
[4] springer.com
[4] academia.edu
[4] royalsocietypublishing.org

Top Domains in Tweet in G4:
[79] twitter.com
[19] fair.work
[12] wiley.com
[10] youtube.com
[6] ac.uk
[3] gigpedia.org
[3] zoom.us
[2] plos.org
[2] partnershiponai.org
[1] corehr.com

Top Domains in Tweet in G5:
[72] twitter.com
[9] ac.uk
[3] rumble.com
[1] wikipedia.org
[1] sagepub.com
[1] org.uk
[1] tandfonline.com
[1] com.br
[1] unintegrity.org
[1] criticalcastetechstudies.net

Top Domains in Tweet in G6:
[9] twitter.com
[3] youtube.com
[2] pod.link
[1] co.uk
[1] sky.com
[1] ietf.org
[1] ac.uk
[1] spotify.com

Top Domains in Tweet in G7:
[46] twitter.com
[5] ac.uk
[3] org.uk
[2] constantcontact.com
[2] billdutton.me
[2] office.com
[2] cyberleagle.com
[1] calendly.com
[1] mishcon.com
[1] networkreadinessindex.org

Top Domains in Tweet in G8:
[64] twitter.com
[5] youtube.com
[4] whtrust.org
[2] ac.uk
[1] co.uk
[1] forbes.com
[1] wallpaper.com
[1] surfacemag.com
[1] harvard.edu
[1] apollo-magazine.com

Top Domains in Tweet in G9:
[8] twitter.com
[1] hsforms.com
[1] nytimes.com
[1] wikimedia.org

Top Domains in Tweet in G10:
[10] twitter.com
[1] google.com
[1] adalovelaceinstitute.org
[1] springer.com
[1] alltechishuman.org
[1] techagainstterrorism.org
[1] nodexlgraphgallery.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[326] ai
[60] thealgorithmicpedestal
[53] aiethics
[48] cloudempires
[45] misinformation
[39] work
[34] skills
[34] digitaleconomy
[34] ethics
[28] security



Top Hashtags in Tweet in G1:
[65] ai
[22] thealgorithmicpedestal
[18] misinformation
[16] ethics
[13] cloudempires
[11] artificialintelligence
[9] social
[8] datascience
[7] chatgpt
[7] etica

Top Hashtags in Tweet in G2:
[50] ai
[32] cloudempires
[21] plamadiso
[15] keseedfund
[15] digital
[11] thealgorithmicpedestal
[10] work
[9] platforms
[8] talkingaboutplatforms
[8] algorithmic

Top Hashtags in Tweet in G3:
[155] ai
[40] aiethics
[21] security
[16] ethics
[13] osint
[13] governance
[11] artificialintelligence
[11] circulareconomy
[10] abtesting
[8] twitter

Top Hashtags in Tweet in G4:
[25] ucurising
[11] ucustrike
[10] fairwork
[9] gigeconomy
[8] ai
[7] strike
[7] fairworkkenya
[6] unionstrong
[6] unionproud
[5] fairworkserbia

Top Hashtags in Tweet in G5:
[18] misinformation
[5] hyperconnectedsociety
[5] مهسا_امینی
[4] mehdikarami
[4] فوری
[3] lse
[3] rt
[3] مهدی_کرمی
[3] mohammadmehdikarami
[3] علی_معظمی

Top Hashtags in Tweet in G6:
[12] iran
[5] مهسا_امینی
[4] ethnographic
[2] mahsaamini
[2] opiran
[1] فیلترنت
[1] soniasharifi
[1] سونیا_شریفی
[1] فهیمه_کریمی
[1] توماج_صالحی

Top Hashtags in Tweet in G7:
[33] ai
[17] work
[17] skills
[17] digitaleconomy
[13] government
[13] policy
[5] aoir2022
[5] academicjobs
[4] onlinesafetybill
[2] dataprotection

Top Hashtags in Tweet in G8:
[27] thealgorithmicpedestal
[9] chatgpt
[6] digihuman
[4] algorithmicpedestal
[4] gendereddisinformation
[3] ai
[2] misdoom
[2] podcast
[1] aoir2022
[1] academicjobs

Top Hashtags in Tweet in G10:
[2] ai
[2] jobopportunity
[2] jobopening
[1] artificialintelligence
[1] keynote
[1] technology
[1] govtech22
[1] netneutrality
[1] igf2022
[1] resilientinternet

Top Words
Top Words in Tweet in Entire Graph:
[3817] oiioxford
[609] ai
[557] work
[506] floridi
[485] research
[384] uniofoxford
[340] sandrawachter5
[328] iran
[323] #ai
[318] looking

Top Words in Tweet in G1:
[922] oiioxford
[172] work
[158] looking
[153] one
[138] come
[126] last
[125] cynddl
[123] students
[120] ai
[114] join

Top Words in Tweet in G2:
[868] oiioxford
[287] sandrawachter5
[241] ai
[143] uniofoxford
[137] vilile
[127] research
[123] oxgovtech
[120] paper
[102] b_mittelstadt
[97] work

Top Words in Tweet in G3:
[601] oiioxford
[424] floridi
[195] ssrn
[191] ai
[153] #ai
[143] open
[118] rosariataddeo
[100] _felixsimon_
[99] access
[86] article

Top Words in Tweet in G4:
[334] oiioxford
[164] towardsfairwork
[56] geoplace
[54] wzb_berlin
[52] platforms
[50] join
[47] work
[44] research
[43] talk
[38] team

Top Words in Tweet in G5:
[163] oiioxford
[52] melissafleming
[44] looking
[43] forward
[43] learned
[39] lessons
[39] discussion
[39] ana_valdi
[37] really
[36] years

Top Words in Tweet in G6:
[309] iran
[182] maasalan
[121] reflect
[121] below
[121] university
[121] work
[121] happening
[121] asked
[121] reflections
[120] ongoin

Top Words in Tweet in G7:
[157] oiioxford
[104] vickinashoii
[42] excellent
[41] research
[33] #ai
[31] academics
[31] hiring
[31] permanent
[30] conducting
[30] seeking

Top Words in Tweet in G8:
[323] oiioxford
[85] pnhoward
[78] ralphschroeder
[78] lauramherman_
[76] ahmedkhalid75
[52] monaelswah
[49] exhibit
[37] thanks
[37] algorithmic
[34] kathryneccles

Top Words in Tweet in G9:
[7] oiioxford
[5] icsjournal
[3] rdlankes
[3] bibverband
[3] c2i2_ucla
[3] digital
[3] wikimedia
[3] research
[2] blaabaek
[2] algorithmic

Top Words in Tweet in G10:
[33] oiioxford
[25] oversightboard
[18] research
[17] adalovelaceinst
[16] floridi
[16] back
[16] david
[15] existing
[15] wong
[15] step

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[143] come,work
[138] looking,forward
[131] phd,students
[129] looking,phd
[129] students,come
[128] work,oiioxford
[124] open,access
[123] reflect,work
[123] university,asked
[123] iran,below

Top Word Pairs in Tweet in G1:
[112] come,work
[106] work,oiioxford
[105] phd,students
[104] students,come
[104] one,last
[104] sinks,looking
[104] before,ship
[104] looking,phd
[104] last,before
[104] request,one

Top Word Pairs in Tweet in G2:
[76] oxgovtech,oiioxford
[48] sandrawachter5,b_mittelstadt
[48] sandrawachter5,interview
[42] vilile,oiioxford
[41] oxsocsci,uniofoxford
[38] trustworthy,ai
[36] oiioxford,oxsocsci
[31] ai,act
[29] paper,trustworthy
[29] act,reggov_journal

Top Word Pairs in Tweet in G3:
[97] open,access
[95] ssrn,oiioxford
[81] floridi,oiioxford
[65] luciano,floridi
[49] _felixsimon_,oiioxford
[48] access,ssrn
[44] language,models
[44] large,language
[42] digital,ethics
[41] oiioxford,ballioloxford

Top Word Pairs in Tweet in G4:
[46] oiioxford,wzb_berlin
[28] towardsfairwork,oiioxford
[21] towardsfairwork,tlopezay
[21] tedicpy,towardsfairwork
[20] soas,soasccrj
[20] platform,work
[17] tlopezay,oiioxford
[17] research,assistant
[17] jathansadowski,geoplace
[16] towardsfairwork,team

Top Word Pairs in Tweet in G5:
[43] looking,forward
[39] lessons,learned
[35] wednesday's,oiioxford's
[35] forward,wednesday's
[35] oiioxford's,discussion
[35] discussion,lessons
[35] really,looking
[35] combating,mis
[35] years,combating
[35] learned,years

Top Word Pairs in Tweet in G6:
[121] university,asked
[121] asked,reflect
[121] iran,below
[121] below,reflections
[121] reflect,work
[121] reflections,iran
[121] happening,iran
[121] work,happening
[120] iran,ongoin
[120] maasalan,university

Top Word Pairs in Tweet in G7:
[30] research,#ai
[30] conducting,research
[30] hiring,seeking
[30] excellent,academics
[30] academics,conducting
[30] seeking,excellent
[28] vickinashoii,hiring
[24] john,edwards
[22] vickinashoii,oiioxford
[17] #digitaleconomy,permanent

Top Word Pairs in Tweet in G8:
[76] ralphschroeder,ahmedkhalid75
[73] oiioxford,ralphschroeder
[73] ahmedkhalid75,pnhoward
[32] monaelswah,oiioxford
[25] pnhoward,thanks
[16] passed,viva
[16] viva,yesterday
[15] algorithmic,pedestal
[14] huge,thank
[14] fight,back

Top Word Pairs in Tweet in G9:
[2] don,value
[2] dkbibforening,blaabaek
[2] oiioxford,c2i2_ucla
[2] tinesegel,icsjournal
[2] blaabaek,tinesegel

Top Word Pairs in Tweet in G10:
[15] building,existing
[15] oiioxford,building
[15] floridi,oiioxford
[15] useful,step
[15] step,back
[15] meta,oversightboard
[15] oversightboard,david
[15] david,wong
[15] wong,floridi
[15] back,overview

Top Replied-To
Top Replied-To in Entire Graph:
@oiioxford
@_felixsimon_
@monaelswah
@jorgerure
@sandrawachter5
@cassidybereskin
@towardsfairwork
@deryaozkul
@floridi
@oxforddiplomat

Top Replied-To in G1:
@oiioxford
@cynddl
@katepundyk
@ferrydanini
@cassidybereskin
@digitaldocgames
@jasonanastas
@paula_pedigoni
@_felixsimon_
@_zoehawkins_

Top Replied-To in G2:
@oiioxford
@sandrawachter5
@oxgovtech
@fabian_stephany
@fer_gom_b
@johann_laux
@vilile
@elvis_melia
@bibireisdorf
@tom_swing

Top Replied-To in G3:
@_felixsimon_
@floridi
@oiioxford
@bimedotcom
@rosariataddeo
@monaelswah
@perbberggreen
@jessrmorley
@emmiehine
@goldenegnom

Top Replied-To in G4:
@towardsfairwork
@neeerajx
@andres_bogado97
@oiioxford
@carlosgaleano26
@muralisvelan
@glovoken
@econgeo
@jslageren
@tedicpy

Top Replied-To in G5:
@deryaozkul
@oiioxford
@iranhrs99
@melissafleming
@ana_valdi
@icalzada
@aajohnsson
@drhjlewis
@iiitdelhi
@jorgerure

Top Replied-To in G6:
@oiioxford
@kamiarmohaddes
@game_chanja
@maasalan
@nayanaprakash1
@monaelswah
@yugiwrites
@archigrad
@guneet_malik
@vickinashoii

Top Replied-To in G7:
@oxforddiplomat
@zephoria
@uniofoxford
@oiioxford
@vickinashoii
@richardsusskind
@owenbaily1982
@infoproassn
@michaelsamway
@davidmbbell

Top Replied-To in G8:
@monaelswah
@oiioxford
@lauramherman_
@cassidybereskin
@kathryneccles
@_felixsimon_
@skhamis
@newsprof1
@carrcenter
@meldh

Top Replied-To in G9:
@c2i2_ucla
@saintmichels
@wikiresearch

Top Replied-To in G10:
@oiioxford
@cscw
@alltechishuman
@octavia_reeve
@meatspacepress
@techvsterrorism
@gatechcyber
@stanfordethics

Top Mentioned
Top Mentioned in Entire Graph:
@oiioxford
@floridi
@uniofoxford
@sandrawachter5
@maasalan
@ssrn
@vickinashoii
@towardsfairwork
@vilile
@oxsocsci

Top Mentioned in G1:
@oiioxford
@cynddl
@uniofoxford
@sandrawachter5
@oxsocsci
@vilile
@vickinashoii
@towardsfairwork
@lauramherman_
@freepressunltd

Top Mentioned in G2:
@oiioxford
@sandrawachter5
@uniofoxford
@vilile
@oxgovtech
@b_mittelstadt
@oxsocsci
@fabian_stephany
@johann_laux
@c_russl

Top Mentioned in G3:
@oiioxford
@floridi
@ssrn
@rosariataddeo
@bimedotcom
@tom_unspun
@_felixsimon_
@cdigitalethics
@fatimabo
@perbberggreen

Top Mentioned in G4:
@oiioxford
@towardsfairwork
@geoplace
@wzb_berlin
@mattcoleworks
@oguzbikbik
@oxforducu
@muralisvelan
@tlopezay
@soas

Top Mentioned in G5:
@oiioxford
@melissafleming
@ana_valdi
@un
@oxmartinschool
@alesherasimenka
@sianjmbrooke
@medialse
@warstudies
@lsesociology

Top Mentioned in G6:
@maasalan
@oiioxford
@article19org
@intarchboard
@kings_college
@malloryknodel
@kamiarmohaddes
@skynews
@sanyaburgess
@lilika49

Top Mentioned in G7:
@oiioxford
@vickinashoii
@iconews
@euintheus
@andreas212nyc
@moddigitalhq
@wearediplomacy
@visionconsult_
@danmulhall
@irelandembusa

Top Mentioned in G8:
@oiioxford
@pnhoward
@ralphschroeder
@ahmedkhalid75
@lauramherman_
@kathryneccles
@wiczipedia
@uniofoxford
@caterinamoruzzi
@jayslups

Top Mentioned in G9:
@oiioxford
@icsjournal
@rdlankes
@bibverband
@infoandculture
@alisehq
@uwcip
@timgorichanaz
@dkbibforening
@blaabaek

Top Mentioned in G10:
@oiioxford
@oversightboard
@adalovelaceinst
@meta
@floridi
@bechamilton
@turinginst
@alltechishuman
@ofcom
@inetcommission

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@americanair
@chidambara09
@british_airways
@independent
@ansisegle
@magicdmw
@o_fabriciosouza
@russelltim151
@repubblica

Top Tweeters in G1:
@threadreaderapp
@magicdmw
@o_fabriciosouza
@education_24x7
@hubofml
@godfrey_g_
@thesun
@vrretweeter
@william85837998
@sarah07909750

Top Tweeters in G2:
@independent
@jimmyroybloom
@moritzbhg
@_l17r_
@hyamaguchi
@bbcnews
@chile7171
@itsilverback
@waterworxuk
@washingtonpost

Top Tweeters in G3:
@russelltim151
@repubblica
@kimvie
@calcaware
@ricardo_ik_ahau
@faz_net
@nicochan33
@zerojuls
@jborrego
@shi4tech

Top Tweeters in G4:
@folha
@4evrstardancer
@tele13_radio
@basu_smarajit
@n1infobg
@unitedsfreak
@bigbasket_com
@danbuk4
@onlinedanas
@nanwarner

Top Tweeters in G5:
@chidambara09
@fwwinterberg
@penndragonart
@ohemaadufiegh
@cbsnews
@nbcnews
@guardiannews
@denicolo_chuck
@aashika71191584
@msnbc

Top Tweeters in G6:
@ansisegle
@skynews
@omnico72
@britishvogue
@sheriffblaque
@wunpini_fm
@ivon_ehd1
@aritku
@tijeroam
@aliasgharamiri2

Top Tweeters in G7:
@georgegalloway
@gdprai
@phil_free_
@ajenglish
@itvnews
@scitechmachine
@hipsterelectron
@linda94861521
@clarkemicah
@piersmorgan

Top Tweeters in G8:
@guardian
@forbes
@thumppooh
@jazzmanahn
@fionaquinnbooks
@gregory186787
@brickbeads
@ilvestoomas
@theregister
@bbcradio4

Top Tweeters in G9:
@nytimes
@globalvoices
@marcowenjones
@cilipinfo
@usnatarchives
@natematias
@ethanz
@rmack
@noupside
@katieharbath

Top Tweeters in G10:
@humanresource_x
@mikenelson
@iureamicorum
@eff
@demos_org
@alexleavitt
@servidaandrea
@rexdouglass
@defencehq
@ofcom


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