AI ethics, Twitter, 6/25/2022 8:19:36 PM, 278727


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AI ethics_2022-06-25_00-52-46.xlsx
AI ethics_2022-06-25_00-52-46.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 25, 2022
Short Description:
AI ethics via NodeXL https://bit.ly/3yjerqg
@mmitchell_ai
@timnitgebru
@education_24x7
@pyscalellc
@mphothatoangola
@okjetaime
@ethicsinai
@cajundiscordian
@sonu_monika
@africina

Top hashtags:
#ai
#ethics
#aiethics
#artificialintelligence
#python
#tech

Description:
Description
The graph represents a network of 5,644 Twitter users whose recent tweets contained "AI ethics", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 25 June 2022 at 10:14 UTC.

The tweets in the network were tweeted over the 9-day, 15-hour, 1-minute period from Wednesday, 15 June 2022 at 15:36 UTC to Saturday, 25 June 2022 at 06:38 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 : 5644
Unique Edges : 11673
Edges With Duplicates : 4545
Total Edges : 16218
Number of Edge Types : 5
Tweet : 1568
Retweet : 4395
MentionsInRetweet : 7355
Mentions : 2448
Replies to : 452
Self-Loops : 1672
Reciprocated Vertex Pair Ratio : 0.039197105444521
Reciprocated Edge Ratio : 0.0754372875735721
Connected Components : 1092
Single-Vertex Connected Components : 731
Maximum Vertices in a Connected Component : 3374
Maximum Edges in a Connected Component : 13427
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.294567
Graph Density : 0.00037875491081504
Modularity : 0.607372
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,644 Twitter users whose recent tweets contained "AI ethics", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 25 June 2022 at 10:14 UTC.

The tweets in the network were tweeted over the 9-day, 15-hour, 1-minute period from Wednesday, 15 June 2022 at 15:36 UTC to Saturday, 25 June 2022 at 06:38 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 : TwitterSearch
Graph Term : AI ethics
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:
[1139] https://www.washingtonpost.com/opinions/2022/06/17/google-ai-ethics-sentient-lemoine-warning/
[305] https://dailym.ai/mol.im/a/7931931,https://www.dailymail.co.uk/
[293] https://www.dailymail.co.uk/news/article-10925149/Robert-Peston-falsely-claimed-Boris-Johnsons-ethics-adviser-quit-plan-help-Tory-linked-firms.html
[45] https://www.theguardian.com/technology/2022/jun/19/from-trump-nevermind-babies-to-deep-fakes-dall-e-and-the-ethics-of-ai-art
[45] https://www.washingtonpost.com/opinions/2022/06/17/google-ai-ethics-sentient-lemoine-warning/?tid=ss_tw
[45] https://www.forbes.com/sites/nishatalagala/2022/05/31/ai-ethics-what-it-is-and-why-it-matters/
[36] https://www.businessinsider.com/ai-discrimination-bias-worse-problem-than-sentience-2022-6
[32] https://www.ukri.org/news/8-5-million-programme-to-transform-ai-ethics-and-regulation/
[28] https://www.washingtonpost.com/opinions/2022/06/17/google-ai-ethics-sentient-lemoine-warning
[26] https://www.wired.com/story/lamda-sentient-ai-bias-google-blake-lemoine/

Top URLs in Tweet in G1:
[958] https://www.washingtonpost.com/opinions/2022/06/17/google-ai-ethics-sentient-lemoine-warning/
[27] https://www.washingtonpost.com/opinions/2022/06/17/google-ai-ethics-sentient-lemoine-warning
[18] http://www.washingtonpost.com/opinions/2022/06/17/google-ai-ethics-sentient-lemoine-warning/
[9] https://www.businessinsider.com/ai-discrimination-bias-worse-problem-than-sentience-2022-6
[9] https://www.washingtonpost.com/opinions/2022/06/17/google-ai-ethics-sentient-lemoine-warning/?tid=ss_tw
[9] https://twitter.com/i/spaces/1vAxRkBVdYzKl
[6] https://hai.stanford.edu/news/timnit-gebru-ethical-ai-requires-institutional-and-structural-change?utm_source=linkedin&utm_medium=social&utm_content=Stanford%20HAI_linkedin_HAI_202206011349_sf165465313&utm_campaign=&sf165465313=1
[5] https://twitter.com/washingtonpost/status/1537054458152099843
[4] https://facctconference.org/static/pdfs_2022/facct22-76.pdf
[3] https://www.theguardian.com/technology/2022/jun/19/from-trump-nevermind-babies-to-deep-fakes-dall-e-and-the-ethics-of-ai-art?CMP=Share_iOSApp_Other&utm_content=bufferd3e27&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G2:
[101] https://www.washingtonpost.com/opinions/2022/06/17/google-ai-ethics-sentient-lemoine-warning/
[43] https://www.forbes.com/sites/nishatalagala/2022/05/31/ai-ethics-what-it-is-and-why-it-matters/
[23] https://www.washingtonpost.com/opinions/2022/06/17/google-ai-ethics-sentient-lemoine-warning/?tid=ss_tw
[22] https://www.theguardian.com/technology/2022/jun/19/from-trump-nevermind-babies-to-deep-fakes-dall-e-and-the-ethics-of-ai-art
[12] https://www.theguardian.com/technology/2022/jun/19/from-trump-nevermind-babies-to-deep-fakes-dall-e-and-the-ethics-of-ai-art?CMP=share_btn_tw
[10] https://dailym.ai/mol.im/a/7931931,https://www.dailymail.co.uk/
[10] https://www.theguardian.com/technology/2022/jun/19/from-trump-nevermind-babies-to-deep-fakes-dall-e-and-the-ethics-of-ai-art?CMP=Share_iOSApp_Other
[9] https://dailym.ai/is
[9] https://www.engadget.com/engadget-podcast-google-ai-sentient-consciousness-blake-lemoine-timnit-gebru-ethics-transparency-123020559.html?src=rss&utm_source=dlvr.it&utm_medium=twitter
[8] https://www.washingtonpost.com/opinions/2022/06/17/google-ai-ethics-sentient-lemoine-warning/?wpisrc=nl_ideas

Top URLs in Tweet in G3:
[17] https://www.youtube.com/watch?app=desktop&v=d1gTDGl7u1o
[15] https://www.ox.ac.uk/news/2022-06-16-why-we-need-philosophy-and-ethics-cyber-warfare
[9] https://www.cmswire.com/digital-experience/dealing-with-ai-biases-part-2-inherited-biases-from-data/?utm_source=cmswire.com&utm_medium=email&utm_campaign=cm&utm_content=nl-daily-220614&mkt_tok=NzA2LVlJQS0yNjEAAAGE_-EEAmaXHTT0FMRpGpucesWNCurjvBelGRGWxrMmIelH4Lax297___fMihhb1HnfYPzHvHoiE2P4emN889KKWKz1kTrMfwnZqGFqWM4wE0eni8M
[6] https://www.youtube.com/watch?v=uCMDdC3-aQc?d=7013y000002KCwxAAG&nc=7013y000002KCwsAAG&utm_source=youtube&utm_medium=organic_social&utm_campaign=us_icommaw&utm_content=awareness-mwc-special-report-video_7013y000002KCwxAAG&utm_term=&soc=us_youtube

[6] https://www.theguardian.com/technology/2022/jun/19/from-trump-nevermind-babies-to-deep-fakes-dall-e-and-the-ethics-of-ai-art
[5] https://www.latinasb2b.com/podcasts/episode/507404f4/s3-ep36-noelle-silver-ai-executive-and-founder-of-ai-leadership-institute-shares-her-vision-for-design-justice-and-ethical-ai?utm_source=Website&utm_medium=Podcast&utm_campaign=Noelle+Silver+Latinasb2b+Pod+Guest+
[5] https://www.amazon.com/dp/B08Z4BWN1X
[5] https://medium.com/women-in-ai-ethics/ethics-of-ai-surveillance-tech-conversation-with-francesca-rossi-3252f9bdf9e
[5] https://www.cio.com/article/100000595/6-business-risks-of-shortchanging-ai-ethics-and-governance.html
[4] https://www.forbes.com/sites/lanceeliot/2022/06/19/ai-ethics-confronting-the-insidious-one-like-mind-of-ai-algorithmic-monoculture-including-for-autonomous-self-driving-cars/

Top URLs in Tweet in G4:
[284] https://dailym.ai/mol.im/a/7931931,https://www.dailymail.co.uk/
[284] https://www.dailymail.co.uk/news/article-10925149/Robert-Peston-falsely-claimed-Boris-Johnsons-ethics-adviser-quit-plan-help-Tory-linked-firms.html

Top URLs in Tweet in G5:
[22] https://trib.al/62Z7cmW
[11] https://www.washingtonpost.com/opinions/2022/06/17/google-ai-ethics-sentient-lemoine-warning/
[10] https://podcast.ausha.co/changemaker-stories/28-en-managing-ai-wisely-artificial-intelligence-and-ethics-lauren-waardenburg-information-system-professor-ieseg
[9] https://twitter.com/i/spaces/1vAxRkBVdYzKl
[5] https://www.theguardian.com/technology/2022/jun/19/from-trump-nevermind-babies-to-deep-fakes-dall-e-and-the-ethics-of-ai-art?CMP=Share_AndroidApp_Other
[4] https://trib.al/JhrZPaX
[4] https://www.forbes.com/sites/michaelperegrine/2022/04/26/the-looming-board-challenge-oversight-of-artificial-intelligence/?sh=2008289f287b
[4] https://www.technologynetworks.com/informatics/articles/dont-believe-the-hype-promoting-ai-ethics-and-principles-360377
[3] https://www.washingtonpost.com/technology/2022/06/14/ruth-bader-ginsburg-ai/
[3] https://venturebeat.com/2020/02/17/eus-new-ai-rules-will-focus-on-ethics-and-transparency/

Top URLs in Tweet in G6:
[28] https://www.ukri.org/news/8-5-million-programme-to-transform-ai-ethics-and-regulation/
[3] https://twitter.com/ahrcpress/status/1537083758200819712
[3] https://www.technologyreview.com/2021/06/14/1026148/ai-big-tech-timnit-gebru-paper-ethics/?utm_medium=tr_social&utm_campaign=site_visitor.unpaid.engagement&utm_source=Twitter
[3] https://twitter.com/ahrcpress/status/1537056076033449984
[2] https://twitter.com/GeorgeFreemanMP/status/1537087189384839168
[2] https://www.ftc.gov/news-events/news/press-releases/2022/06/ftc-report-warns-about-using-artificial-intelligence-combat-online-problems
[2] https://www.ukri.org/news/8-5-million-programme-to-transform-ai-ethics-and-regulation/?utm_source=Twitter&utm_medium=social&utm_campaign=Orlo&utm_content=AHRC+Responsible+AI
[2] https://www.washingtonpost.com/opinions/2022/06/17/google-ai-ethics-sentient-lemoine-warning/
[2] https://twitter.com/IEAITUM/status/1537332039321632768
[2] https://www.ieai.sot.tum.de/ieai-white-paper-series/

Top URLs in Tweet in G8:
[10] https://twitter.com/mmasnick/status/1538660030626398208
[5] https://www.wired.com/story/police-contactless-fingerprints-photos/
[3] https://www.ftc.gov/news-events/news/press-releases/2022/06/ftc-report-warns-about-using-artificial-intelligence-combat-online-problems?utm_source=govdelivery
[3] https://twitter.com/IEthics/status/1537564753001779200
[1] https://www.ukri.org/news/8-5-million-programme-to-transform-ai-ethics-and-regulation/
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs43681-022-00156-6
[1] https://twitter.com/PartnershipAI/status/1537495236993335298

Top URLs in Tweet in G9:
[5] https://atsv7.wcn.co.uk/search_engine/jobs.cgi?SID=amNvZGU9MTg4NTIyMSZ2dF90ZW1wbGF0ZT05NjUmb3duZXI9NTA0MTE3OCZvd25lcnR5cGU9ZmFpciZicmFuZF9pZD0wJnZhY3R5cGU9MTI3NiZwb3N0aW5nX2NvZGU9MjI0
[3] https://www.youtube.com/watch?v=d1gTDGl7u1o

[3] https://twitter.com/ethicsinai/status/1537728202449240064
[3] https://www.eventbrite.co.uk/e/ethics-in-ai-colloquium-with-josiah-ober-tickets-343072728767
[2] https://hai.stanford.edu/news/do-popular-ai-communication-tools-favor-privileged
[2] https://torch.ox.ac.uk/event/ethics-in-ai-colloquium-with-josh-ober-panel-discussion
[2] https://twitter.com/EthicsInAI/status/1537728202449240064
[1] https://twitter.com/JTasioulas/status/1533861903713374210
[1] https://txt.cohere.ai/best-practices-for-deploying-language-models/
[1] https://twitter.com/TORCHOxford/status/1533849195907469312

Top URLs in Tweet in G10:
[11] https://www.washingtonpost.com/technology/2022/06/11/google-ai-lamda-blake-lemoine/
[7] https://www.newstatesman.com/science-tech/2022/06/dangerous-fallacy-sentient-ai?utm_medium=Social&utm_source=Twitter#Echobox=1655545422
[2] https://www.eventbrite.co.uk/e/ai-ethics-from-theory-to-practice-tickets-363495854887
[2] https://www.newstatesman.com/science-tech/2022/06/dangerous-fallacy-sentient-ai?utm_medium=Social&utm_source=Twitter#Echobox=1655705632
[2] https://www.ethosai.ai/ieee-sa-certifaied?utm_campaign=coschedule&utm_source=twitter&utm_medium=IEEESA
[1] https://www.newstatesman.com/science-tech/2022/06/dangerous-fallacy-sentient-ai?utm_medium=Social&utm_source=Twitter#Echobox=1655545422-2
[1] https://www.washingtonpost.com/technology/2021/07/01/humans-ai-language-advances-risks/
[1] https://cajundiscordian.medium.com/is-lamda-sentient-an-interview-ea64d916d917

Top Domains
Top Domains in Tweet in Entire Graph:
[1464] washingtonpost.com
[552] twitter.com
[441] co.uk
[337] dailym.ai
[331] forbes.com
[290] theguardian.com
[139] hbr.org
[135] youtube.com
[94] technologyreview.com
[94] wired.com

Top Domains in Tweet in G1:
[1119] washingtonpost.com
[46] twitter.com
[28] facctconference.org
[13] businessinsider.com
[12] youtube.com
[10] montrealethics.ai
[9] medium.com
[8] stanford.edu
[6] theguardian.com
[4] aiethicscourse.org

Top Domains in Tweet in G2:
[160] washingtonpost.com
[107] theguardian.com
[72] forbes.com
[51] twitter.com
[30] co.uk
[25] dailym.ai
[17] engadget.com
[10] technologyreview.com
[10] medium.com
[10] dy.si

Top Domains in Tweet in G3:
[197] forbes.com
[187] twitter.com
[100] hbr.org
[79] youtube.com
[74] theguardian.com
[58] ac.uk
[48] medium.com
[46] technologyreview.com
[32] informationweek.com
[25] zdnet.com

Top Domains in Tweet in G4:
[293] dailym.ai
[293] co.uk

Top Domains in Tweet in G5:
[36] twitter.com
[33] trib.al
[30] washingtonpost.com
[25] forbes.com
[18] ausha.co
[17] hbr.org
[14] thehindu.com
[13] facebook.com
[10] theguardian.com
[9] venturebeat.com

Top Domains in Tweet in G6:
[57] ukri.org
[37] faveeo.com
[26] twitter.com
[19] theguardian.com
[13] technologyreview.com
[12] tum.de
[10] medium.com
[6] montrealethics.ai
[4] gov.uk
[4] co.uk

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

Top Domains in Tweet in G8:
[58] twitter.com
[13] stanford.edu
[12] storylab.ai
[8] scu.edu
[8] wired.com
[5] ftc.gov
[4] theverge.com
[4] ac.uk
[4] technologyreview.com
[3] slate.com

Top Domains in Tweet in G9:
[54] co.uk
[18] twitter.com
[13] youtube.com
[9] ac.uk
[6] tandfonline.com
[3] theguardian.com
[3] forbes.com
[2] stanford.edu
[1] newstatesman.com
[1] springer.com

Top Domains in Tweet in G10:
[13] washingtonpost.com
[10] newstatesman.com
[8] co.uk
[2] ethosai.ai
[1] vice.com
[1] theverge.com
[1] medium.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2413] ai
[1130] ethics
[560] aiethics
[508] artificialintelligence
[331] python
[285] tech
[277] machinelearning
[273] datascience
[247] data
[224] ml



Top Hashtags in Tweet in G1:
[90] ai
[31] ethics
[10] facct22
[9] aiethics
[8] ia
[7] inteligenciaartifical
[6] facct2022
[6] german
[4] responsibleai
[4] insideindeed

Top Hashtags in Tweet in G2:
[153] ai
[58] ethics
[50] automation
[27] artificialintelligence
[16] technology
[14] aiethics
[13] machinelearning
[12] bigdata
[11] microsoft
[10] privacy

Top Hashtags in Tweet in G3:
[1148] ai
[508] ethics
[365] aiethics
[281] artificialintelligence
[264] python
[208] datascience
[185] machinelearning
[171] data
[147] ml
[143] tech

Top Hashtags in Tweet in G5:
[269] ai
[125] ethics
[108] artificialintelligence
[43] machinelearning
[42] datascience
[32] python
[27] ml
[22] aiethics
[20] data
[20] programming

Top Hashtags in Tweet in G6:
[102] ai
[47] ethics
[44] aisummit
[39] ltw2022
[37] aiethics
[16] responsibleai
[7] localnews
[7] globalperspectives
[6] ieai_whitepaper
[5] ethicalai

Top Hashtags in Tweet in G8:
[150] ai
[106] ethics
[67] tech
[25] business
[18] data
[17] artificialintelligence
[16] internet
[13] ml
[12] machinelearning
[12] martech

Top Hashtags in Tweet in G9:
[19] ai
[14] ethics
[8] josiah
[8] ober
[8] aristotle
[4] tech
[3] aiethics
[3] machinelearning
[2] data
[2] artificial_intelligence

Top Hashtags in Tweet in G10:
[10] ai
[10] ethics
[8] robot

Top Words
Top Words in Tweet in Entire Graph:
[4605] ai
[3696] ethics
[2516] #ai
[1388] #ethics
[991] mmitchell_ai
[981] timnitgebru
[819] people
[664] work
[650] #aiethics
[599] #artificialintelligence

Top Words in Tweet in G1:
[979] mmitchell_ai
[965] timnitgebru
[773] ai
[476] people
[436] work
[412] ed
[302] ethics
[285] models
[246] without
[218] google

Top Words in Tweet in G2:
[736] ai
[556] ethics
[152] #ai
[120] sentient
[116] people
[97] google
[72] believe
[68] warned
[67] happening
[58] dall

Top Words in Tweet in G3:
[1227] #ai
[717] #ethics
[670] ai
[573] ethics
[445] #aiethics
[379] #machinelearning
[365] #datascience
[344] #python
[335] #artificialintelligence
[293] #flutter

Top Words in Tweet in G4:
[526] peston
[526] news
[272] ethics
[270] boris
[270] johnson's
[270] adviser
[269] itv
[269] star
[269] robert
[269] forced

Top Words in Tweet in G5:
[280] #ai
[266] ai
[224] ethics
[153] #ethics
[133] #artificialintelligence
[80] #datascience
[77] know
[74] artificial
[74] unesco
[69] #machinelearning

Top Words in Tweet in G6:
[314] ai
[148] ethics
[102] #ai
[60] research
[49] #aisummit
[47] #ethics
[45] ahrcpress
[44] #ltw2022
[37] #aiethics
[37] regulation

Top Words in Tweet in G7:
[244] นก
[244] ไม
[123] ai
[122] น
[122] งหาเร
[122] ยนหาอ
[122] านพวกเร
[122] องสก
[122] ลแบบ
[122] project

Top Words in Tweet in G8:
[152] #ai
[128] ai
[112] ethics
[106] #ethics
[69] #tech
[48] more
[33] use
[28] researchers
[25] #business
[23] people

Top Words in Tweet in G9:
[141] philosophy
[114] ai
[113] ethics
[57] online
[51] join
[50] research
[50] etc
[49] applications
[48] working
[48] legal

Top Words in Tweet in G10:
[34] ethics
[16] ai
[14] experts
[12] philipcball
[12] ball
[12] confusion
[12] one
[12] google's
[12] former
[12] understand

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1309] ai,ethics
[778] timnitgebru,mmitchell_ai
[640] ethics,ai
[324] #ai,#ethics
[309] ai,sentient
[293] boris,johnson's
[292] ethics,adviser
[282] johnson's,ethics
[280] itv,news
[280] news,star

Top Word Pairs in Tweet in G1:
[768] timnitgebru,mmitchell_ai
[223] ed,timnitgebru
[162] ai,ethics
[159] favorite,comment
[159] comment,mmitchell_ai
[159] mmitchell_ai,ed
[159] ed,ai
[159] ai,noun
[159] noun,executive
[159] executive,dream

Top Word Pairs in Tweet in G2:
[279] ai,ethics
[90] ai,sentient
[85] ethics,ai
[67] people,believe
[66] warned,google
[66] google,people
[64] believe,ai
[64] sentient,happening
[50] trump,nevermind
[50] deep,fakes

Top Word Pairs in Tweet in G3:
[182] ai,ethics
[152] #datascience,#python
[152] #python,#programming
[152] #cloud,#analytics
[152] #analytics,#data
[152] #flutter,#serverless
[152] #nlp,#digitalhealth
[152] #bigdata,#rstats
[152] #rstats,#iot
[144] #ai,#ethics

Top Word Pairs in Tweet in G4:
[270] boris,johnson's
[270] ethics,adviser
[269] itv,news
[269] news,star
[269] star,robert
[269] robert,peston
[269] peston,forced
[269] forced,humiliating
[269] humiliating,climbdown
[269] climbdown,falsely

Top Word Pairs in Tweet in G5:
[70] ai,ethics
[65] artificial,intelligence
[64] know,correlation
[48] warned,google
[48] people,believe
[47] #ai,ethics
[46] believe,ai
[43] #ai,#ethics
[42] google,people
[38] ai,sentient

Top Word Pairs in Tweet in G6:
[84] ai,ethics
[40] #ai,#ethics
[34] arts,humanities
[31] ethics,regulation
[25] responsible,ai
[25] #aisummit,#ltw2022
[22] facial,recognition
[20] future,ai
[18] recognition,tool
[18] ethics,overhaul

Top Word Pairs in Tweet in G7:
[122] น,งหาเร
[122] งหาเร,ยนหาอ
[122] ยนหาอ,านพวกเร
[122] านพวกเร,องสก
[122] องสก,ลแบบ
[122] ลแบบ,project
[122] project,management
[122] management,digital
[122] digital,marketing
[122] marketing,ux

Top Word Pairs in Tweet in G8:
[35] #ethics,#tech
[30] ai,ethics
[25] ethics,ai
[24] #ethics,#ai
[20] #tech,#ai
[17] #ai,#tech
[17] use,cases
[15] artificial,intelligence
[15] journalistic,ethics
[14] #tech,#business

Top Word Pairs in Tweet in G9:
[47] job,postdoctoral
[47] postdoctoral,research
[47] research,fellow
[47] fellow,philosophy
[47] philosophy,ucl
[47] ucl,join
[47] join,project
[47] project,governance
[47] governance,online
[47] online,speech

Top Word Pairs in Tweet in G10:
[14] ethics,experts
[12] ball,confusion
[12] confusion,one
[12] one,google's
[12] google's,former
[12] former,ethics
[12] experts,understand
[12] understand,difference
[12] difference,between
[12] between,sentience

Top Replied-To
Top Replied-To in Entire Graph:
@timnitgebru
@osanseviero
@cajundiscordian
@mmitchell_ai
@synth_ethics
@katystoll
@pierrepinna
@yjernite
@ylecun
@academicchatter

Top Replied-To in G1:
@timnitgebru
@osanseviero
@mmitchell_ai
@yjernite
@cajundiscordian
@ylecun
@giadapistilli
@sashamtl
@mohomran
@camiykrab

Top Replied-To in G3:
@pierrepinna
@bimedotcom
@_lost_letters_
@sonu_monika
@pawlowskimario
@aborderlife
@tobiaskintzel
@carissaveliz
@ethicsinai
@khulood_almani

Top Replied-To in G5:
@unesco
@forbestech
@tamaramccleary
@ethicsinai
@kirill_bykov
@rctatman
@olliebown
@evanepstein
@sinanaral
@quantamagazine

Top Replied-To in G6:
@david_gunkel
@yvessj_aquino
@microsoft
@ethics_law
@officegovethics
@justiceoig
@fcbayernen
@quantumverd

Top Replied-To in G8:
@roeldobbe
@white_owly
@mami_mit_herz
@_karenhao
@sentientism

Top Replied-To in G9:
@bayeslord
@sama
@percyliang
@cajundiscordian
@egeerdil2
@kerrylvaughan
@ykilcher
@andrey_kurenkov
@ecsquendor

Top Replied-To in G10:
@elonmusk
@paulg
@osanseviero
@alan_winfield
@lexfridman

Top Mentioned
Top Mentioned in Entire Graph:
@mmitchell_ai
@timnitgebru
@katzish
@corix_jc
@mikeflache
@mvollmer1
@tlloydjones
@nitashatiku
@ethicsinai
@forbes

Top Mentioned in G1:
@mmitchell_ai
@timnitgebru
@katzish
@nitashatiku
@facctconference
@abebab
@google
@willoremus
@ninadhora
@elayneruane

Top Mentioned in G2:
@futureproofn
@virtualtarzan
@eduactivecom
@cblj_insights
@icie_irie

Top Mentioned in G3:
@corix_jc
@mikeflache
@mvollmer1
@tlloydjones
@miad
@shi4tech
@ethicsinai
@sallyeaves
@spirosmargaris
@forbes

Top Mentioned in G5:
@finlandinindia
@unesco
@unesconewdelhi
@washingtonpost
@forbes
@iesegnetwork
@twitterspaces
@venturebeat
@sefsucc
@insight_centre

Top Mentioned in G6:
@ahrcpress
@ldntechweek
@officestudents
@defencehq
@dstlmod
@dcms
@hmtreasury
@technation
@adalovelaceinst
@ukri_news

Top Mentioned in G7:
@timnitgebru
@mmitchell_ai

Top Mentioned in G8:
@_karenhao
@hypervisible
@hubbucket
@hubdataops
@hubdevops
@storylabai
@spartovimd
@facctconference
@pascalefung
@dgolumbia

Top Mentioned in G9:
@ucl
@ethicsinai
@tmbejan
@armanddangour
@landemore
@briandavidearp
@juliansavulescu
@ethicsinthenews
@bioethics_net
@ykilcher

Top Mentioned in G10:
@philipcball
@digicatapult
@alan_winfield
@uwebristol
@bristolrobotlab
@chorsburgh10
@fredwilson
@albertwenger
@andymok
@chenweihua

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@recentlatestvia
@marshawright
@chidambara09
@xaelbot
@codedailybot
@piyuanker12
@cybersecurityn8
@_redfrog
@orgetorix

Top Tweeters in G1:
@_redfrog
@jjj5819
@n7irl
@asher_wolf
@profsunnysingh
@inpoco
@marvolochaw
@blackamazon
@nancyrubin
@upulie

Top Tweeters in G2:
@recentlatestvia
@britpoptarts
@lucas_wyrsch
@thedextazlab
@mrkalman
@geekinfonow
@drpatfarrell
@hscampoy
@shehzadyounis
@miragenewscom

Top Tweeters in G3:
@sectest9
@chidambara09
@xaelbot
@codedailybot
@cybersecurityn8
@jfsebastian146
@evankirstel
@mulher_noticia
@aaroncuddeback
@allchanges

Top Tweeters in G4:
@mik61scot
@andyhammers
@horshamgardener
@petuniasforever
@jjcwow
@jillloveatlas
@richlin11a
@gilljames54
@claygrewtall
@irene48

Top Tweeters in G5:
@orgetorix
@dataaugmented
@rahul05ranjan
@amazingchevvolt
@serverlessfan
@ricardo_ik_ahau
@thecuriousluke
@sandralhanlon
@the_hindu
@botfemale

Top Tweeters in G6:
@roripierpont1
@andrewmorrisuk
@news_mynavi_jp
@mig30m6
@equateall
@guardiannews
@capagira
@chihuu
@verge
@denuribe73

Top Tweeters in G7:
@causeimblue
@khemmika10
@km00top
@290dayofyear
@sjjhhjydshdsrkk
@txrch03_
@uubewith
@prdpor
@kumaimmy
@okjetaime

Top Tweeters in G8:
@vonrosenchild
@scott1984fp
@aldoceccarelli
@glynmoody
@hubbucket
@grumpeoldman
@cathygellis
@dogetalist
@wayne_effect
@notjoshblackman

Top Tweeters in G9:
@marioricciard18
@3pennymovies
@johnthejack
@iwasid
@briandavidearp
@readingjeannie
@followlori
@baghwallah
@philosophybites
@christianmunthe

Top Tweeters in G10:
@spanglishguiri
@mariaressa
@newstatesman
@carlzha
@chenweihua
@johnchavens
@leapingrobot
@jason
@digicatapult
@philipcball