oiioxford, Twitter, 2/8/2023 12:15:21 PM, 288887


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oiioxford_2023-02-08_03-45-21.xlsx
oiioxford_2023-02-08_03-45-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 08, 2023
Short Description:
oiioxford via NodeXL https://bit.ly/3JS52fM
@oiioxford
@maasalan
@uniofoxford
@towardsfairwork
@sandrawachter5
@floridi
@braveneweurope1
@arjun_sanyal
@ssrn
@vickinashoii

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

Description:
Description
The graph represents a network of 3,806 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 2/7/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 08 February 2023 at 11:49 UTC.

The tweets in the network were tweeted over the 2303-day, 14-hour, 35-minute period from Tuesday, 18 October 2016 at 08:33 UTC to Tuesday, 07 February 2023 at 23:08 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 : 3806
Unique Edges : 6730
Edges With Duplicates : 15515
Total Edges : 22245
Number of Edge Types : 9
Retweet : 3269
MentionsInRetweet : 8591
Quote : 341
Tweet : 113
MentionsInQuote : 1100
MentionsInReplyTo : 5549
Replies to : 1006
Mentions : 2120
MentionsInQuoteReply : 156
Self-Loops : 1083
Reciprocated Vertex Pair Ratio : 0.0753088840949206
Reciprocated Edge Ratio : 0.140069305124932
Connected Components : 13
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 3790
Maximum Edges in a Connected Component : 22095
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.953359
Graph Density : 0.000757224743005546
Modularity : 0.324593
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,806 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 2/7/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 08 February 2023 at 11:49 UTC.

The tweets in the network were tweeted over the 2303-day, 14-hour, 35-minute period from Tuesday, 18 October 2016 at 08:33 UTC to Tuesday, 07 February 2023 at 23:08 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:
[69] 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/
[14] https://onlinelibrary.wiley.com/doi/10.1111/anti.12887
[13] https://www.youtube.com/watch?v=7Z8EpVPWb50&feature=youtu.be

[13] https://www.oii.ox.ac.uk/people/vacancies/
[12] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4298431
[11] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4282827
[11] https://journals.sagepub.com/doi/10.1177/00380385221126804
[10] https://twitter.com/oiioxford/status/1576896298237988864
[10] https://form.typeform.com/to/Y8M5BL3r

Top URLs in Tweet in G1:
[10] https://www.youtube.com/watch?v=7Z8EpVPWb50&feature=youtu.be

[8] https://www.oii.ox.ac.uk/people/vacancies/
[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
[6] https://www.eventbrite.co.uk/e/oxford-synthetic-media-forum-tickets-483020345857
[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/sophfuji/status/1566484136864407552/photo/1
[3] https://www.oii.ox.ac.uk/study/study-open-days/
[3] https://twitter.com/oiioxford/status/1576892367881150464/photo/1

Top URLs in Tweet in G2:
[14] https://onlinelibrary.wiley.com/doi/10.1111/anti.12887
[10] https://journals.sagepub.com/doi/10.1177/00380385221126804
[7] https://twitter.com/oiioxford/status/1576896298237988864
[6] https://twitter.com/oguzbikbik/status/1595777077852127232/photo/1
[5] https://www.youtube.com/watch?v=cxeEaFN5oIA&feature=youtu.be

[4] https://audioboom.com/posts/8186696-the-dominance-of-the-platform-economy
[4] https://twitter.com/TowardsFairWork/status/1584646266159394816/photo/1
[4] https://researchsupport.admin.ox.ac.uk/funding/ke-seed-fund
[4] https://twitter.com/OxfordUCU/status/1595735467127115777/photo/1
[3] https://www.oii.ox.ac.uk/news-events/events/an-introduction-to-critical-caste-and-technology-studies/

Top URLs in Tweet in G3:
[9] https://my.corehr.com/pls/uoxrecruit/erq_jobspec_version_4.display_form?p_company=10&p_internal_external=E&p_display_in_irish=N&p_process_type=&p_applicant_no=&p_form_profile_detail=&p_display_apply_ind=Y&p_refresh_search=Y&p_recruitment_id=160036
[6] https://www.oii.ox.ac.uk/news-events/news/oxford-academics-accomplishments-recognised-with-full-professor-status/
[4] https://twitter.com/fer_gom_b/status/1566879757530271750/photo/1
[4] https://twitter.com/publiclawprojct/status/1579767519820533760/photo/1
[4] https://us06web.zoom.us/webinar/register/WN_y35E9ih1RgaMoUvuzA2dZA#/registration
[3] https://twitter.com/oiioxford/status/1567831929205964800
[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://torch.ox.ac.uk/event/ethics-in-ai-colloquium-the-economic-impact-of-ai
[2] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4099100
[2] https://twitter.com/SandraWachter5/status/1567074518413312000

Top URLs in Tweet in G4:
[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
[11] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4282827
[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.academia.edu/37586462/Soft_Ethics_and_the_Governance_of_the_Digital_and_the_General_data_Protection_Regulation
[6] https://rsta.royalsocietypublishing.org/content/376/2133/20180081
[5] https://t.co/MdiRlzuZLm
[4] https://twitter.com/jasonanastas/status/1613272963905736718/photo/1
[3] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4272245

Top URLs in Tweet in G5:
[5] https://www.oxfordmartin.ox.ac.uk/blog/what-are-the-implications-of-our-hyper-connected-society/
[4] https://www.oii.ox.ac.uk/people/vacancies/
[3] https://twitter.com/GM_Infogov/status/1595083983506792453/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/news-events/news/online-engagement-with-arts-and-culture-can-have-a-positive-impact-on-mental-health-in-young-people-finds-new-oxford-study/
[1] https://twitter.com/oiioxford/status/1567831929205964800
[1] https://twitter.com/VickiNashOII/status/1598689407556534273/photo/1
[1] https://twitter.com/VickiNashOII/status/1577297527807905793/photo/1
[1] https://twitter.com/richardsusskind/status/1580511769982009346

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://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/ietf115-iab-open/
[1] https://open.spotify.com/episode/4WmVHHbYKdykxTOL5CJTrF
[1] https://twitter.com/CSIS/status/1583503615733665792/video/1
[1] https://twitter.com/CSIS/status/1584183002480840704/video/1

Top URLs in Tweet in G7:
[2] https://www.cdh.cam.ac.uk/events/35913/
[2] https://twitter.com/CamDigHum/status/1610920539651964931
[1] https://twitter.com/digitalgoodnet/status/1588089319016783872/photo/1
[1] https://digitalgood.net/
[1] https://twitter.com/digitalgoodnet/status/1588094098430459905/photo/1
[1] https://twitter.com/digitalgoodnet/status/1588093786680426496/photo/1
[1] https://www.mctd.ac.uk/events/frances-haugen-can-we-trust-tech/
[1] https://twitter.com/MCTDCambridge/status/1518899982450970625/photo/1
[1] https://twitter.com/oiioxford/status/1617901058654896128
[1] https://twitter.com/jorgerure/status/1577354556513591296/photo/1

Top URLs in Tweet in G8:
[7] https://twitter.com/oiioxford/status/1583110317587935233
[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/1592946937158070272/photo/1
[2] https://twitter.com/thruhugh/status/1595500033147039744/photo/1
[2] https://twitter.com/HakanDemirNK/status/1602769606136979457/photo/1
[2] https://twitter.com/iranhrs99/status/1600985504170012673/photo/1
[2] https://twitter.com/iranhrs99/status/1600840299202646017/photo/1

Top URLs in Tweet in G9:
[1] https://whoseknowledge.org/resources/?lang=pt-br
[1] https://internetlanguages.org/pt/summary/
[1] https://whoseknowledge.org/media-section/were-all-connected-now-so-why-is-the-internet-so-white-and-western/
[1] https://twitter.com/WhoseKnowledge/status/1570465091732099075/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
[1] https://twitter.com/uzh_ikmz/status/1574421082924351490/photo/1
[1] https://share.hsforms.com/16e0v6pUGSDu3yvqwsJgEEQ3sxty
[1] https://twitter.com/AoDemocracies/status/1591098237607612418/photo/1
[1] https://twitter.com/KnudsenLisbeth/status/1588558079687553024

Top URLs in Tweet in G10:
[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
[2] https://twitter.com/jayslups/status/1617906165568131073/photo/1
[2] https://twitter.com/oiioxford/status/1617901058654896128

Top Domains
Top Domains in Tweet in Entire Graph:
[987] twitter.com
[230] ac.uk
[90] ssrn.com
[73] youtube.com
[71] co.jp
[41] co.uk
[21] fair.work
[16] wiley.com
[16] sagepub.com
[13] zoom.us

Top Domains in Tweet in G1:
[394] twitter.com
[111] ac.uk
[35] youtube.com
[30] co.uk
[8] raiplay.it
[7] algorithmicpedestal.info
[5] fair.work
[4] sagepub.com
[4] zoom.us
[3] theguardian.com

Top Domains in Tweet in G2:
[157] twitter.com
[27] ac.uk
[24] youtube.com
[16] fair.work
[15] wiley.com
[10] sagepub.com
[7] co.uk
[5] hiig.de
[4] audioboom.com
[3] plos.org

Top Domains in Tweet in G3:
[75] twitter.com
[19] ac.uk
[9] corehr.com
[6] zoom.us
[5] ssrn.com
[4] ac.at
[3] orf.at
[3] wired.com
[3] nature.com
[2] co.uk

Top Domains in Tweet in G4:
[82] ssrn.com
[79] twitter.com
[35] ac.uk
[9] faveeo.com
[7] t.co
[7] royalsocietypublishing.org
[6] academia.edu
[5] springer.com
[4] youtube.com
[4] spotify.com

Top Domains in Tweet in G5:
[39] twitter.com
[14] ac.uk
[3] org.uk
[2] ssrn.com
[2] billdutton.me
[2] office.com
[2] cyberleagle.com
[1] mishcon.com
[1] corehr.com
[1] networkreadinessindex.org

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

Top Domains in Tweet in G7:
[18] twitter.com
[8] ac.uk
[1] digitalgood.net
[1] linkmix.co
[1] epw.in

Top Domains in Tweet in G8:
[61] twitter.com
[5] ac.uk
[3] rumble.com
[1] wikipedia.org
[1] unintegrity.org
[1] criticalcastetechstudies.net
[1] unep.org

Top Domains in Tweet in G9:
[10] twitter.com
[2] whoseknowledge.org
[1] internetlanguages.org
[1] wikimedia.org
[1] hsforms.com
[1] nytimes.com
[1] tandfonline.com

Top Domains in Tweet in G10:
[52] twitter.com
[4] whtrust.org
[1] surfacemag.com
[1] ac.uk
[1] forbes.com
[1] wallpaper.com
[1] apollo-magazine.com
[1] notechfortyrants.org
[1] algorithmicpedestal.info
[1] office.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[280] ai
[63] cloudempires
[57] thealgorithmicpedestal
[54] aiethics
[45] misinformation
[38] work
[34] ethics
[34] skills
[34] digitaleconomy
[32] security



Top Hashtags in Tweet in G1:
[49] ai
[32] misinformation
[16] thealgorithmicpedestal
[15] cloudempires
[11] podcast
[9] social
[8] work
[7] gigeconomy
[7] skills
[7] digitaleconomy

Top Hashtags in Tweet in G2:
[40] cloudempires
[25] ucurising
[21] plamadiso
[15] digital
[13] keseedfund
[11] ucustrike
[11] gigeconomy
[10] ai
[10] innovation
[9] engagement

Top Hashtags in Tweet in G3:
[33] ai
[12] thealgorithmicpedestal
[6] elsifridayforum
[5] igf2022
[4] government
[4] policy
[4] facialrecognition
[4] dataprivacy
[4] cloudempires
[4] assessment

Top Hashtags in Tweet in G4:
[145] ai
[40] aiethics
[30] ethics
[24] security
[20] artificialintelligence
[12] osint
[12] circulareconomy
[12] governance
[11] abtesting
[11] digitalethics

Top Hashtags in Tweet in G5:
[33] ai
[18] work
[18] skills
[18] digitaleconomy
[13] government
[13] policy
[5] aoir2022
[5] academicjobs
[5] hyperconnectedsociety
[4] onlinesafetybill

Top Hashtags in Tweet in G6:
[5] مهسا_امینی
[2] mahsaamini
[2] opiran
[1] فیلترنت
[1] soniasharifi
[1] سونیا_شریفی
[1] فهیمه_کریمی
[1] توماج_صالحی
[1] iranrevoiution
[1] ai

Top Hashtags in Tweet in G7:
[16] machinelearning
[6] socialdataschool
[2] ukriflf
[2] nlp
[1] gettingitrightthistime
[1] research
[1] gender
[1] tech
[1] techabuse
[1] cybersecurity

Top Hashtags in Tweet in G8:
[6] misinformation
[5] مهسا_امینی
[4] lse
[4] mehdikarami
[4] فوری
[3] rt
[3] علی_معظمی
[3] mohammadmehdikarami
[3] مهدی_کرمی
[2] oiioxford

Top Hashtags in Tweet in G9:
[5] wkthrowbackthursday
[1] visiblewikiwomen
[1] idiomasdainternet
[1] r
[1] gig

Top Hashtags in Tweet in G10:
[24] thealgorithmicpedestal
[4] algorithmicpedestal
[1] thealgorthmicpedestal
[1] bigdata
[1] policeabusetech
[1] professor

Top Words
Top Words in Tweet in Entire Graph:
[3738] oiioxford
[690] work
[593] ai
[585] uniofoxford
[460] sandrawachter5
[455] floridi
[431] research
[331] iran
[310] looking
[307] online

Top Words in Tweet in G1:
[1103] oiioxford
[202] work
[163] looking
[157] one
[147] come
[141] last
[140] research
[132] ai
[129] cynddl
[127] students

Top Words in Tweet in G2:
[778] oiioxford
[168] towardsfairwork
[137] vilile
[99] ai
[96] work
[94] platforms
[87] talk
[85] ana_valdi
[82] next
[79] uniofoxford

Top Words in Tweet in G3:
[578] oiioxford
[345] sandrawachter5
[282] uniofoxford
[163] b_mittelstadt
[155] ai
[154] work
[142] oxgovtech
[136] c_russl
[121] policy
[114] doc

Top Words in Tweet in G4:
[459] oiioxford
[401] floridi
[177] ai
[163] ssrn
[140] #ai
[123] rosariataddeo
[107] open
[101] turinginst
[86] digital
[84] bimedotcom

Top Words in Tweet in G5:
[164] oiioxford
[93] vickinashoii
[45] excellent
[37] research
[33] hiring
[33] #ai
[33] permanent
[32] academics
[31] conducting
[31] seeking

Top Words in Tweet in G6:
[310] iran
[173] maasalan
[123] reflect
[123] below
[123] university
[123] work
[123] happening
[123] asked
[123] reflections
[122] ongoin

Top Words in Tweet in G7:
[78] oiioxford
[55] jorgerure
[51] uniofoxford
[19] hyurypotter
[16] investigations
[16] #machinelearning
[16] felicidades
[13] jorge
[13] digital
[12] pulitzercenter

Top Words in Tweet in G8:
[93] oiioxford
[48] melissafleming
[41] learned
[37] lessons
[37] discussion
[36] looking
[36] years
[35] forward
[35] really
[33] oiioxford's

Top Words in Tweet in G9:
[20] oiioxford
[10] re
[10] workshop
[6] internet
[6] uzh_ikmz
[6] niklasjohannes
[6] day
[6] great
[6] icsjournal
[5] power

Top Words in Tweet in G10:
[141] oiioxford
[65] lauramherman_
[50] exhibit
[33] london
[31] algorithmic
[31] kathryneccles
[27] january
[24] #thealgorithmicpedestal
[22] jayslups
[21] thank

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[186] uniofoxford,oiioxford
[151] come,work
[136] phd,students
[136] looking,forward
[135] work,oiioxford
[134] looking,phd
[134] students,come
[125] reflect,work
[125] university,asked
[125] iran,below

Top Word Pairs in Tweet in G1:
[117] come,work
[111] work,oiioxford
[110] phd,students
[108] students,come
[108] one,last
[108] sinks,looking
[108] before,ship
[108] looking,phd
[108] last,before
[108] request,one

Top Word Pairs in Tweet in G2:
[49] vilile,oiioxford
[46] ai,workshop
[40] oiioxford,wzb_berlin
[38] coding,ai
[36] looking,forward
[34] next,wednesday
[31] towardsfairwork,oiioxford
[29] one,week
[29] oiioxford,happening
[28] january,18

Top Word Pairs in Tweet in G3:
[147] uniofoxford,oiioxford
[102] policy,doc
[93] b_mittelstadt,c_russl
[89] legal,policy
[83] work,b_mittelstadt
[82] oiioxford,work
[70] oxgovtech,oiioxford
[59] harvard_law,uniofoxford
[59] fer_gom_b,harvard_law
[51] job,alert

Top Word Pairs in Tweet in G4:
[91] floridi,oiioxford
[69] open,access
[60] luciano,floridi
[52] nihrresearch,sabpdigital
[52] oiioxford,floridi
[52] rcslt,nihrresearch
[52] ssrn,oiioxford
[52] sabpdigital,ems09
[46] dhccio,rcslt
[45] digital,ethics

Top Word Pairs in Tweet in G5:
[31] academics,conducting
[31] research,#ai
[31] hiring,seeking
[31] excellent,academics
[31] conducting,research
[31] seeking,excellent
[29] vickinashoii,hiring
[18] #work,#skills
[18] vickinashoii,oiioxford
[18] #digitaleconomy,permanent

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

Top Word Pairs in Tweet in G7:
[51] oiioxford,uniofoxford
[39] jorgerure,oiioxford
[15] #machinelearning,investigations
[15] investigations,hyurypotter
[11] uniofoxford,felicidades
[10] jorgerure,datacivica
[10] pulitzercenter,jorgerure
[9] today,#machinelearning
[8] data,science
[8] digital,good

Top Word Pairs in Tweet in G8:
[37] lessons,learned
[35] looking,forward
[33] wednesday's,oiioxford's
[33] forward,wednesday's
[33] oiioxford's,discussion
[33] discussion,lessons
[33] really,looking
[33] combating,mis
[33] years,combating
[33] learned,years

Top Word Pairs in Tweet in G9:
[6] oiioxford,niklasjohannes
[5] week's,#wkthrowbackthursday
[5] internet,white
[5] niklasjohannes,two
[5] great,workshop
[5] western,week's
[5] re,very
[5] another,great
[5] two,day
[5] happy,oiioxford

Top Word Pairs in Tweet in G10:
[13] algorithmic,human
[13] huge,thank
[13] along,way
[12] way,officially
[12] examiners,everyone
[12] everyone,supported
[12] officially,job
[12] supervisors,examiners
[12] supported,along
[12] thank,supervisors

Top Replied-To
Top Replied-To in Entire Graph:
@oiioxford
@fer_gom_b
@_felixsimon_
@jorgerure
@sandrawachter5
@vilile
@dhccio
@web3foundation
@deryaozkul
@oxforddiplomat

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

Top Replied-To in G2:
@oiioxford
@vilile
@neeerajx
@ana_valdi
@muralisvelan
@andres_bogado97
@towardsfairwork
@carlosgaleano26
@fabian_stephany
@mattcoleworks

Top Replied-To in G3:
@fer_gom_b
@sandrawachter5
@oiioxford
@oxgovtech
@johann_laux
@shuhbillskee
@vilile
@richardsusskind
@berndboesel
@taxofonas

Top Replied-To in G4:
@dhccio
@bimedotcom
@rafiahb
@floridi
@_felixsimon_
@perbberggreen
@jasonanastas
@oiioxford
@jessrmorley
@l_account0

Top Replied-To in G5:
@oxforddiplomat
@uniofoxford
@oiioxford
@richardsusskind
@owenbaily1982
@katyah_kenkyuu
@icalzada
@michaelsamway
@davidmbbell
@manueltonneau

Top Replied-To in G6:
@oiioxford
@nayanaprakash1
@holy_gpa
@game_chanja

Top Replied-To in G7:
@jorgerure
@leotanczt
@drmillings
@benjamincastrot
@laurareyna
@norogo222
@juwan_shro
@lorenzaurias
@anapaubucioo
@rainforest_rjf

Top Replied-To in G8:
@deryaozkul
@iranhrs99
@melissafleming
@oiioxford
@aajohnsson
@sianjmbrooke
@jorgerure
@sfm_reg
@claudia_aradau

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

Top Replied-To in G10:
@oiioxford
@lauramherman_
@meldh
@apb_laudrain
@kathryneccles
@uniofoxford
@digitalmatcha
@falsettojohn
@penforeman
@lvshaw

Top Mentioned
Top Mentioned in Entire Graph:
@oiioxford
@uniofoxford
@sandrawachter5
@floridi
@maasalan
@b_mittelstadt
@towardsfairwork
@vilile
@oxgovtech
@vickinashoii

Top Mentioned in G1:
@oiioxford
@cynddl
@uniofoxford
@sandrawachter5
@ballioloxford
@oxsocsci
@vilile
@vickinashoii
@alesherasimenka
@oxdemtech

Top Mentioned in G2:
@oiioxford
@towardsfairwork
@vilile
@uniofoxford
@ana_valdi
@fabian_stephany
@geoplace
@wzb_berlin
@mattcoleworks
@tom_swing

Top Mentioned in G3:
@oiioxford
@sandrawachter5
@uniofoxford
@b_mittelstadt
@c_russl
@oxgovtech
@harvard_law
@bkcharvard
@oxsocsci
@univienna

Top Mentioned in G4:
@oiioxford
@floridi
@ssrn
@rosariataddeo
@turinginst
@bimedotcom
@tom_unspun
@rcslt
@nihrresearch
@sabpdigital

Top Mentioned in G5:
@oiioxford
@vickinashoii
@euintheus
@andreas212nyc
@moddigitalhq
@wearediplomacy
@visionconsult_
@danmulhall
@irelandembusa
@bbcsouthnews

Top Mentioned in G6:
@maasalan
@oiioxford
@article19org
@intarchboard
@malloryknodel
@skynews
@sanyaburgess
@csis
@csismideast
@mmichae1sen

Top Mentioned in G7:
@oiioxford
@uniofoxford
@hyurypotter
@jorgerure
@pulitzercenter
@datacivica
@mctdcambridge
@rainforest_rin
@vision_ukprp
@uclisec

Top Mentioned in G8:
@oiioxford
@melissafleming
@un
@sianjmbrooke
@sanaebrahimi
@nazaninnour
@abaerbock
@jomanacnn
@viceworldnews
@usambun

Top Mentioned in G9:
@oiioxford
@niklasjohannes
@whoseknowledge
@uzh_ikmz
@icsjournal
@wikimedia
@bkcharvard
@c2i2_ucla
@rdlankes

Top Mentioned in G10:
@oiioxford
@lauramherman_
@kathryneccles
@jayslups
@caterinamoruzzi
@uniofoxford
@wiczipedia
@wallpapermag
@ginasue
@forbes

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@sectest9
@americanair
@chidambara09
@paoloigna1
@cybersecurityn8
@british_airways
@independent
@sandradunn1955
@lyndae222

Top Tweeters in G1:
@threadreaderapp
@independent
@sandradunn1955
@lyndae222
@jimmyroybloom
@margymayell
@businessinsider
@thesun
@vrretweeter
@bbcnews

Top Tweeters in G2:
@guardian
@hyamaguchi
@gojekindonesia
@grabid
@4evrstardancer
@tele13_radio
@britishvogue
@basu_smarajit
@syawal
@pythonroboto

Top Tweeters in G3:
@americanair
@british_airways
@magicdmw
@o_fabriciosouza
@hubofml
@moritzbhg
@_l17r_
@santchiweb
@itsilverback
@washingtonpost

Top Tweeters in G4:
@russelltim151
@education_24x7
@kimvie
@godfrey_g_
@calcaware
@ricardo_ik_ahau
@nicochan33
@zerojuls
@pyscalellc
@shi4tech

Top Tweeters in G5:
@sectest9
@chidambara09
@cybersecurityn8
@georgegalloway
@phil_free_
@ajenglish
@itvnews
@scitechmachine
@linda94861521
@clarkemicah

Top Tweeters in G6:
@ansisegle
@skynews
@komungaro3
@omnico72
@sheriffblaque
@wunpini_fm
@ivon_ehd1
@aritku
@tijeroam
@aliasgharamiri2

Top Tweeters in G7:
@ml_tweet_bot
@jayeshmthakur
@shukes69
@cantavest
@msgenevievemd
@bm_ag
@uwmadison
@pulitzercenter
@jmtoralc
@epw_in

Top Tweeters in G8:
@fwwinterberg
@penndragonart
@cnn
@ohemaadufiegh
@cbsnews
@nbcnews
@guardiannews
@denicolo_chuck
@msnbc
@cbcnews

Top Tweeters in G9:
@nytimes
@globalvoices
@marcowenjones
@cilipinfo
@westernu
@natematias
@usnatarchives
@kahoot
@derechosdigital
@ethanz

Top Tweeters in G10:
@forbes
@fionaquinnbooks
@ilvestoomas
@sdjohns
@adigaskell
@cassiopeiaknits
@epe_movement
@meldh
@artnet
@wallpapermag


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