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(Artificial Intelligence) OR #AI_2019-12-05_21-21-09.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
December 06, 2019
Short Description:
(Artificial Intelligence) OR #AI via NodeXL http://bit.ly/33UQ0x9
@ronald_vanloon
@ipfconline1
@enricomolinari
@mikequindazzi
@chidambara09
@julez_norton
@kirkdborne
@wef
@nytimes
@thecuriousluke

Top hashtags:
#ai
#artificialintelligence
#machinelearning
#iot

Description:
Description
The graph represents a network of 5,922 Twitter users whose tweets in the requested range contained "(Artificial Intelligence) OR #AI", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 06 December 2019 at 05:22 UTC.

The requested start date was Friday, 06 December 2019 at 01:01 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 1-day, 1-hour, 0-minute period from Wednesday, 04 December 2019 at 14:31 UTC to Thursday, 05 December 2019 at 15:32 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 : 5922
Unique Edges : 8558
Edges With Duplicates : 3339
Total Edges : 11897
Number of Edge Types : 3
Tweet : 1785
Mentions : 9981
Replies to : 131
Self-Loops : 1785
Reciprocated Vertex Pair Ratio : 0.0310144569380947
Reciprocated Edge Ratio : 0.0601629913710451
Connected Components : 1329
Single-Vertex Connected Components : 602
Maximum Vertices in a Connected Component : 2838
Maximum Edges in a Connected Component : 8584
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.902999
Graph Density : 0.00023796376482632
Modularity : 0.58932
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 5,922 Twitter users whose tweets in the requested range contained "(Artificial Intelligence) OR #AI", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 06 December 2019 at 05:22 UTC.

The requested start date was Friday, 06 December 2019 at 01:01 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 1-day, 1-hour, 0-minute period from Wednesday, 04 December 2019 at 14:31 UTC to Thursday, 05 December 2019 at 15:32 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : (Artificial Intelligence) OR #AI
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:
[36] https://twinybots.ch/
[16] https://www.wired.com/story/facebooks-ai-says-field-hit-wall/
[14] https://www.weforum.org/agenda/2019/11/advantages-of-artificial-intelligence
[12] https://twitter.com/KirkDBorne/status/1198796473703550977
[12] https://undark.org/2019/12/04/black-box-artificial-intelligence/
[12] https://www.sciencedaily.com/releases/2019/08/190802110036.htm
[11] https://www.wsj.com/articles/artificial-intelligence-and-the-adversary-11575417680
[11] http://HealthITAnalytics.com
[10] https://www.aitimejournal.com/top-25-ai-influencers-to-follow-on-twitter-by-2019
[10] https://builtin.com/artificial-intelligence/mit-research-team-built-pizza-delivery-robot

Top URLs in Tweet in G1:
[11] https://www.weforum.org/agenda/2019/11/advantages-of-artificial-intelligence
[8] https://www.aitimejournal.com/top-25-ai-influencers-to-follow-on-twitter-by-2019
[8] https://www.aisoma.de/10-useful-ai-ml-slides/
[8] https://builtin.com/artificial-intelligence/mit-research-team-built-pizza-delivery-robot
[7] https://vinodsblog.com/2018/10/08/machine-learning-introduction-to-supervised-learning/
[7] https://www.inc.com/young-entrepreneur-council/8-ways-workforce-will-change-in-2020-according-to-business-leaders.html
[7] https://www.wsj.com/articles/businesses-use-ai-to-thwart-hackers-11575393138?shareToken=ste7cb0b24084847c5beb94766c8e65df2
[5] https://www.wired.com/story/facebooks-ai-says-field-hit-wall/
[5] http://blog.re-work.co/what-did-you-miss-in-montreal/
[5] https://www.computing.co.uk/ctg/news/3084456/european-commissions-new-president-promises-gdpr-style-legislation-on-ai

Top URLs in Tweet in G2:
[12] https://twinybots.ch/
[12] https://www.sciencedaily.com/releases/2019/08/190802110036.htm
[5] https://www.wsj.com/articles/artificial-intelligence-and-the-adversary-11575417680
[4] https://sites.ziftsolutions.com/techdata.ziftsolutions.com/ff808181554038d801554a4378ee52a0?cid=8a9983966ea9323c016ec73363714d12&url=https%3A%2F%2Fnews.microsoft.com%2Fen-au%2Ffeatures%2Fscience-indigenous-knowledge-and-ai-weave-environmental-magic%2F
[4] https://www.insideprivacy.com/artificial-intelligence/uk-ico-and-the-turing-issue-draft-guidance-on-explaining-decisions-made-by-ai/
[3] http://www.amazon.it/
[3] https://www.amazon.it/Orologio-sportivo-Unisex-Amazfit-20978/dp/B07L5GG9YM/ref=as_li_ss_tl?__mk_it_IT=%C3%85M%C3%85%C5%BD%C3%95%C3%91&keywords=amazfit+verge&qid=1575394957&sr=8-5&linkCode=sl1&tag=ceotech-21&linkId=6405a870142c3091d8ce9569c088775f&language=en_US
[2] http://www.ac-illust.com/main/detail.php?id=543996
[2] https://www.inc.com/bill-hobbib/why-business-leaders-cant-afford-to-miss-out-on-investing-in-artificial-intelligence.html
[2] https://chatamo.com/chatbots-for-customer-service

Top URLs in Tweet in G3:
[5] https://twitter.com/KirkDBorne/status/1198796473703550977
[4] https://www.technative.io/planning-for-an-intelligent-future/
[4] https://www.technologyreview.com/s/612404/is-this-ai-we-drew-you-a-flowchart-to-work-it-out/?utm_medium=tr_social&utm_campaign=site_visitor.unpaid.engagement&utm_source=Twitter#Echobox=1575471262
[4] http://www.mondaq.com/unitedstates/x/863282/employee+rights+labour+relations/AI+And+HR+Will+AI+Chatbots+Replace+The+Employee+Handbook
[3] https://www.technologyreview.com/s/614842/china-us-ai-military-spending/?utm_medium=tr_social&utm_campaign=site_visitor.unpaid.engagement&utm_source=Twitter#Echobox=1575558290
[2] https://www.technative.io/transforming-tomorrow-with-ai-hpc
[2] https://www.technative.io/how-is-ai-augmenting-compliance-practices/
[2] https://www.technative.io/taking-on-the-business-disruptors-connect-effectively-or-get-left-behind/
[2] https://twitter.com/MikeQuindazzi/status/1199991580851085313
[2] https://www.datasciencecentral.com/profiles/blogs/machine-learning-s-limits-part-1-why-machine-learning-works-in

Top URLs in Tweet in G4:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=217974
[5] https://thehealthcareblog.com/blog/2019/12/04/artificial-intelligence-vs-tuberculosis-part-1/
[4] https://constructech.com/article/firsts-seconds-fall-2019/
[4] https://twitter.com/Blockchain_exp/status/1200708368115159041
[4] https://school.geekwall.in/p/Byldv24wV/recap-of-the-2019-tensorflow-dev-summit
[4] http://www.applied.ne.jp/pb/lp/deep/index.html
[3] http://Photonics.com
[3] http://datahacker.rs/tensorboard-visualizing-learning/
[3] https://morioh.com/p/e38983d2c4ec
[3] https://www.inacorpsa.com/camara-textea-maneja/

Top URLs in Tweet in G5:
[7] https://www.utm.io/uoI5
[5] https://www.forbes.com/sites/gilpress/2019/12/03/141-cybersecurity-predictions-for-2020/#6d37c79b1bc5
[5] http://www.adaptivebox.net/artificial-intelligence-ai-business-directory/
[4] https://events.weka-fachmedien.de/embedded-world-conference/program/
[4] https://www.techrepublic.com/article/safebreach-catches-3-major-vulnerabilities-with-trend-micro-autodesk-and-kaspersky/#ftag=RSS56d97e7
[4] https://bestinshow.embedded-computing.com/shows/ces-2020
[4] https://www.weforum.org/agenda/2019/12/technology-artificial-intelligence-ai-drone-trees-deforestation/?utm_source=Facebook
[4] Videos&utm_medium=Facebook
[4] Videos&utm_campaign=Facebook
[4] Video

Top URLs in Tweet in G6:
[5] https://undark.org/2019/12/04/black-box-artificial-intelligence/
[4] https://www.youtube.com/watch?reload=9&v=hs3RXtZfeWM
[4] https://twitter.com/KirkDBorne/status/1198796473703550977
[3] https://www.mic.com/p/artificial-intelligence-development-is-starting-to-slow-down-facebook-head-of-ai-says-19424331
[3] https://connectedworld.com/sc-hurdles-and-the-iot/
[2] https://github.com/jack-digilabs
[2] https://www.agfuse.io/register/
[2] https://connectedworld.com/the-big-merger-would-the-new-t-mobile-be-good-or-bad-for-the-wireless-industry/
[2] https://twinybots.ch/
[2] https://techhq.com/2019/12/key-factors-driving-ai-in-2020/

Top URLs in Tweet in G7:
[4] http://m.theinvestor.co.kr/view.php?ud=20191204000709&utm_source=dlvr.it&utm_medium=twitter
[3] https://twitter.com/WiFiberUSA/status/1201954760099848198
[3] https://artificialintelligence.oodles.io/blogs/ai-for-content-management/
[2] https://twitter.com/arc_advisory/status/1202168277356752896
[2] https://tomorrowsva.com/this-can-only-be-a-good-thing-for-vas/?utm_campaign=this-can-only-be-a-good-thing-for-vas&utm_medium=social_link&utm_source=missinglettr-twitter
[2] https://www.zdnet.com/article/predictions-2020-edge-computing-makes-the-leap/
[2] https://spectrum.ieee.org/tech-talk/robotics/artificial-intelligence/predicting-the-future-with-ai-and-sound-starting-with-robots-in-space
[2] https://www.youtube.com/watch?v=u8M8oBQ-r00&feature=youtu.be

[2] https://www.ehackingnews.com/2019/11/a-trojan-that-steals-users-banking.html
[2] https://www.youtube.com/watch?v=f4gRVhSIfFM&feature=youtu.be


Top URLs in Tweet in G8:
[7] https://www.nature.com/articles/s41573-019-0050-3
[7] https://www.reverbnation.com/rakeflier
[6] https://twinybots.ch/
[6] http://www.lqventures.com/
[4] http://HealthITAnalytics.com
[3] https://datafloq.com/read/ten-trends-of-iot-in-2020/7245
[3] https://www.information-age.com/ai-future-of-design-123486346/
[3] http://theintermind.com/#ArtificialIntelligence
[3] https://healthitanalytics.com/news/patient-provider-support-key-to-healthcare-artificial-intelligence?utm_source=dlvr.it&utm_medium=twitter
[3] https://citadeladvantage.blogspot.com/2019/11/what-happens-when-we-teach-computer-how.html?spref=tw

Top URLs in Tweet in G9:
[6] https://bukmedianet.blogspot.com/2019/12/artificial-intelligence-z-learn-how-to.html
[4] https://www.wired.com/story/teaching-self-driving-cars-watch-unpredictable-humans/
[3] https://sedo.com/search/details/?partnerid=324561&language=us&domain=starbrilliant.com&origin=sales_lander_10&utm_medium=Parking&utm_campaign=offerpage
[2] https://ai-jobs.net/job/data-engineer-48/
[2] https://www.businesswire.com/news/home/20191203005720/en/Coalition-Future-Mobility-Urges-Congressional-Action-Autonomous#.XedTuE4snQA.twitter
[2] http://UAEFintech.com
[2] https://sedo.com/search/?showportfolio=3dc42fc9b2b42dfca376777a1e22606efdb5bb61
[1] https://www.zdnet.com/article/top-7-digital-transformation-trends-shaping-2020/
[1] https://ai-jobs.net/job/ml-architect/
[1] https://www.airgain.com/

Top URLs in Tweet in G10:
[4] https://undark.org/2019/12/04/black-box-artificial-intelligence/
[2] https://homo-digitalis.net/how-smart-factories-benefit-from-digital-twins/
[2] https://www.techrepublic.com/article/cybersecurity-in-2020-more-targeted-attacks-ai-not-a-prevention-panacea/
[2] https://www.linkedin.com/posts/christos-bormpotsis-06436a172_iotanalytics-agriculturadigital-blockchain-activity-6606870701435686912-AdsQ
[1] https://www.forbes.com/sites/gilpress/2019/12/03/141-cybersecurity-predictions-for-2020/
[1] http://out.faveeo.com/?url=https://www.bizcatalyst360.com/a-holistic-approach-to-cybersecurity-technologies-process-people/&vertical=cybersecurity&family=ai
[1] https://www.techrepublic.com/article/smart-cities-the-smart-persons-guide/
[1] https://constructech.com/fis-expands-jacksonville-hq/
[1] https://cdw.voicestorm.com/Article/Redirect/ce867f15-adad-41c3-ba8d-bf0216c07a11?uc=2409&g=db680de7-85c0-4dfc-ad96-3d5dde55b803&f=255893
[1] https://cdw.voicestorm.com/Article/Redirect/f827003d-f7a0-4cb4-9176-535c62a911fa?uc=2409&g=37448b42-3a87-4d1c-a73e-1e18d9cd4571&f=255891

Top Domains
Top Domains in Tweet in Entire Graph:
[185] twitter.com
[132] forbes.com
[111] linkedin.com
[58] youtube.com
[55] bit.ly
[40] medium.com
[38] wired.com
[36] twinybots.ch
[36] co.uk
[31] venturebeat.com

Top Domains in Tweet in G1:
[39] forbes.com
[25] twitter.com
[17] vinodsblog.com
[16] weforum.org
[15] linkedin.com
[14] medium.com
[11] aisoma.de
[10] venturebeat.com
[10] co.uk
[9] wsj.com

Top Domains in Tweet in G2:
[50] linkedin.com
[19] twitter.com
[16] forbes.com
[15] ziftsolutions.com
[14] towardsdatascience.com
[13] sciencedaily.com
[12] twinybots.ch
[12] youtube.com
[12] medium.com
[9] dy.si

Top Domains in Tweet in G3:
[17] twitter.com
[11] technative.io
[9] ow.ly
[9] bit.ly
[9] technologyreview.com
[8] ibm.com
[7] forbes.com
[4] mondaq.com
[3] ibm.co
[3] medium.com

Top Domains in Tweet in G4:
[25] twitter.com
[15] into.ai
[8] nodexlgraphgallery.org
[7] constructech.com
[6] aiin.healthcare
[5] thehealthcareblog.com
[4] photonics.com
[4] geekwall.in
[4] ne.jp
[3] datahacker.rs

Top Domains in Tweet in G5:
[39] forbes.com
[11] techrepublic.com
[11] wiomax.com
[8] utm.io
[8] packetstormsecurity.com
[7] twitter.com
[6] embedded-computing.com
[5] adaptivebox.net
[5] cpomagazine.com
[5] dy.si

Top Domains in Tweet in G6:
[11] twitter.com
[9] 01net.com
[8] iotbigdatajobs.com
[7] venturebeat.com
[7] coincaps.ai
[6] connectedworld.com
[6] ow.ly
[6] linkedin.com
[5] undark.org
[4] youtube.com

Top Domains in Tweet in G7:
[9] twitter.com
[4] co.kr
[4] youtube.com
[3] europa.eu
[3] oodles.io
[2] tomorrowsva.com
[2] vmblog.com
[2] zdnet.com
[2] ieee.org
[2] ehackingnews.com

Top Domains in Tweet in G8:
[9] youtube.com
[7] nature.com
[7] healthitanalytics.com
[7] reverbnation.com
[6] twinybots.ch
[6] lqventures.com
[5] datafloq.com
[5] blogspot.com
[5] business.com
[4] theintermind.com

Top Domains in Tweet in G9:
[7] blogspot.com
[5] sedo.com
[4] wired.com
[3] ai-jobs.net
[2] businesswire.com
[2] uaefintech.com
[1] zdnet.com
[1] airgain.com
[1] nature.com
[1] twitter.com

Top Domains in Tweet in G10:
[7] voicestorm.com
[5] undark.org
[3] techrepublic.com
[2] homo-digitalis.net
[2] linkedin.com
[1] forbes.com
[1] faveeo.com
[1] constructech.com
[1] qz.com
[1] blogspot.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4250] ai
[879] artificialintelligence
[760] machinelearning
[616] iot
[484] bigdata
[474] ml
[450] robotics
[319] deeplearning
[287] datascience
[275] innovation



Top Hashtags in Tweet in G1:
[1114] ai
[320] artificialintelligence
[260] machinelearning
[256] robotics
[221] iot
[191] bigdata
[180] ml
[129] fintech
[114] deeplearning
[104] technology

Top Hashtags in Tweet in G2:
[478] ai
[91] artificialintelligence
[68] machinelearning
[38] ml
[34] technology
[30] deeplearning
[22] iot
[18] healthcare
[17] data
[17] cybersecurity

Top Hashtags in Tweet in G3:
[274] ai
[53] iot
[51] artificialintelligence
[49] machinelearning
[40] bigdata
[38] ml
[37] robotics
[35] blockchain
[33] iiot
[30] digitaltransformation

Top Hashtags in Tweet in G4:
[238] ai
[77] machinelearning
[38] deeplearning
[33] iot
[27] datascience
[26] artificialintelligence
[25] rsna19
[24] bigdata
[20] tbornottb
[17] reinvent

Top Hashtags in Tweet in G5:
[257] ai
[83] cybersecurity
[80] artificialintelligence
[72] machinelearning
[60] iot
[47] ml
[41] robotics
[36] datascience
[34] bigdata
[29] tech

Top Hashtags in Tweet in G6:
[239] ai
[114] bigdata
[85] machinelearning
[68] artificialintelligence
[66] data
[65] iot
[57] innovation
[52] fintech
[41] analytics
[39] datascience

Top Hashtags in Tweet in G7:
[101] ai
[17] iot
[15] edge
[10] machinelearning
[10] edgecomputing
[10] ml
[9] dl
[8] contech2019
[7] artificialintelligence
[6] deeplearning

Top Hashtags in Tweet in G8:
[119] ai
[50] artificialintelligence
[18] bigdata
[17] machinelearning
[17] iot
[14] technology
[11] vr
[10] analytics
[9] crm
[9] cxotechforum

Top Hashtags in Tweet in G9:
[27] ai
[15] iot
[12] tech
[11] datascience
[8] goldenmoneyteam
[8] agodgmt
[8] 100daysofcode
[8] vuejs
[8] bigdata
[7] python

Top Hashtags in Tweet in G10:
[56] ai
[19] cybersecurity
[12] iot
[10] 5g
[7] trustintech
[7] cdwsocial
[7] trust
[7] transparency
[7] robotics
[6] tech

Top Words
Top Words in Tweet in Entire Graph:
[5542] Words in Sentiment List#1: Positive
[1806] Words in Sentiment List#2: Negative
[11] Words in Sentiment List#3: Angry/Violent
[131924] Non-categorized Words
[139275] Total Words
[4238] #ai
[1030] intelligence
[1022] artificial
[879] #artificialintelligence
[870] ai

Top Words in Tweet in G1:
[1114] #ai
[451] gt
[320] #artificialintelligence
[260] #machinelearning
[256] #robotics
[235] mikequindazzi
[221] #iot
[191] #bigdata
[180] #ml
[174] ronald_vanloon

Top Words in Tweet in G2:
[475] #ai
[224] intelligence
[222] artificial
[131] ai
[91] #artificialintelligence
[72] more
[68] #machinelearning
[59] data
[44] learning
[38] #ml

Top Words in Tweet in G3:
[271] #ai
[53] #iot
[51] #artificialintelligence
[49] #machinelearning
[40] #bigdata
[38] #ml
[37] #robotics
[37] swisscognitive
[36] intelligence
[35] #blockchain

Top Words in Tweet in G4:
[238] #ai
[77] #machinelearning
[63] intelligence
[62] artificial
[53] roguerad
[38] #deeplearning
[37] ai
[33] #iot
[30] qure_ai
[27] #datascience

Top Words in Tweet in G5:
[257] #ai
[85] gt
[83] #cybersecurity
[80] #artificialintelligence
[72] #machinelearning
[60] #iot
[51] forbes
[47] #ml
[45] ai
[41] #robotics

Top Words in Tweet in G6:
[239] #ai
[114] #bigdata
[85] #machinelearning
[69] #data
[68] #artificialintelligence
[65] #iot
[59] ume_kyd
[57] #innovation
[52] #fintech
[47] intelligence

Top Words in Tweet in G7:
[101] #ai
[17] #iot
[16] #edge
[16] edge
[15] eu
[14] start
[14] eu_commission
[14] solutions
[13] artificial
[12] innovation

Top Words in Tweet in G8:
[119] #ai
[50] #artificialintelligence
[32] intelligence
[31] artificial
[25] ai
[21] gt
[18] #bigdata
[17] #machinelearning
[17] #iot
[14] #technology

Top Words in Tweet in G9:
[27] #ai
[16] jay
[15] agodgmt
[15] #iot
[12] #tech
[11] #datascience
[10] artificial
[10] intelligence
[8] agod
[8] verse

Top Words in Tweet in G10:
[56] #ai
[19] #cybersecurity
[18] huawei
[12] #iot
[12] more
[10] #5g
[9] think
[9] build
[8] make
[7] #trustintech

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[956] artificial,intelligence
[461] gt,gt
[236] #ai,#ml
[207] #ai,#artificialintelligence
[187] #ai,#machinelearning
[169] #artificialintelligence,#ai
[162] #ai,#iot
[161] #robotics,#ai
[161] machine,learning
[92] #machinelearning,#deeplearning

Top Word Pairs in Tweet in G1:
[292] gt,gt
[99] #robotics,#ai
[84] #ai,#ml
[71] #ai,#artificialintelligence
[65] #ai,#iot
[61] #ai,#machinelearning
[58] #artificialintelligence,#ai
[55] artificial,intelligence
[51] mikequindazzi,gt
[46] #ai,#robotics

Top Word Pairs in Tweet in G2:
[216] artificial,intelligence
[28] #artificialintelligence,#ai
[27] machine,learning
[25] #ai,#artificialintelligence
[24] model,predicts
[24] predicts,cognitive
[24] cognitive,decline
[22] #ai,#machinelearning
[16] gt,gt
[15] #ml,#ai

Top Word Pairs in Tweet in G3:
[32] artificial,intelligence
[27] #ai,#ml
[23] #blockchain,#ai
[23] #ai,#machinelearning
[22] requirements,iot
[22] iot,success
[22] success,#iot
[22] #iot,#defstar5
[22] #defstar5,#blockchain
[22] #ml,#iiot

Top Word Pairs in Tweet in G4:
[59] artificial,intelligence
[23] rhea_lobo,roguerad
[22] cspreetham,qure_ai
[21] roguerad,cspreetham
[21] qure_ai,pwarier
[21] pwarier,_poojarao
[21] _poojarao,geoffreyhinton
[21] geoffreyhinton,vkhosla
[21] vkhosla,paniitindia
[21] paniitindia,paimadhu

Top Word Pairs in Tweet in G5:
[52] gt,gt
[23] #ai,#artificialintelligence
[23] #ai,#ml
[20] #cybersecurity,#databreach
[18] really,need
[17] artificial,intelligence
[15] #cybersecurity,predictions
[15] #databreach,#hackers
[13] #hackers,#infosec
[12] mikequindazzi,gt

Top Word Pairs in Tweet in G6:
[42] artificial,intelligence
[28] #regtech,ume_kyd
[27] award,#regtech
[27] #distributors,#network
[27] #network,#fintech
[26] #ai,#artificialintelligence
[25] #fund,#distributors
[24] #ai,#bigdata
[24] gt,gt
[20] #artificialintelligence,#machinelearning

Top Word Pairs in Tweet in G7:
[11] eu,innovation
[11] innovation,75
[11] 75,start
[11] start,ups
[11] ups,better
[11] better,market
[11] market,innovative
[11] innovative,solutions
[11] solutions,sustainable
[11] sustainable,energy

Top Word Pairs in Tweet in G8:
[29] artificial,intelligence
[19] #artificialintelligence,#ai
[14] gt,gt
[10] design,#artificialintelligence
[10] #iot,#ai
[9] #ai,#technology
[9] #music,#video
[8] #ai,#rpa
[7] rethinking,drug
[7] drug,design

Top Word Pairs in Tweet in G9:
[10] artificial,intelligence
[8] agod,verse
[8] verse,compete
[8] compete,jay
[8] jay,listen
[8] listen,find
[8] find,jay
[8] jay,remix
[8] remix,agodgmt
[8] agodgmt,b12

Top Word Pairs in Tweet in G10:
[7] think,behave
[7] behave,individual
[7] individual,society
[7] society,keys
[7] keys,build
[7] build,#trust
[7] #trust,#transparency
[7] #transparency,#ai
[7] glen,gilmore
[7] gilmore,tells

Top Replied-To
Top Replied-To in Entire Graph:
@rhea_lobo
@google
@tigergraphdb
@angelicagallegs
@boschglobal
@microsoftnorge
@elonmusk
@officeofut
@dainware
@mirko_ross

Top Replied-To in G1:
@mirko_ross
@swisscognitive
@evankirstel
@heinzvhoenen
@futurism
@biodataworld
@ronald_vanloon
@davidpraisekalu

Top Replied-To in G3:
@google

Top Replied-To in G4:
@rhea_lobo
@zaka4ai
@densitas
@tryolabs
@shadowdoc
@emil_leemd
@roguerad
@jevdoors

Top Replied-To in G5:
@tigergraphdb
@microsoftnorge
@aedan_official
@datamapio
@kambrianetwork

Top Replied-To in G7:
@boschglobal
@adlink_tech
@gabrielmariya

Top Replied-To in G8:
@druidsmith

Top Replied-To in G9:
@angelicagallegs

Top Mentioned
Top Mentioned in Entire Graph:
@ronald_vanloon
@mikequindazzi
@julez_norton
@wef
@enricomolinari
@mvollmer1
@ipfconline1
@jblefevre60
@spirosmargaris
@kirkdborne

Top Mentioned in G1:
@mikequindazzi
@ronald_vanloon
@julez_norton
@enricomolinari
@wef
@mvollmer1
@jblefevre60
@ipfconline1
@haroldsinnott
@spirosmargaris

Top Mentioned in G2:
@chatamosays
@itstheworstshow
@ceotechi
@bluelightgov
@biniam_biniam_
@nagesh180779
@tarakrindani
@yankeeirl
@gastonbilder
@kahootz

Top Mentioned in G3:
@swisscognitive
@vladobotsvadze
@ibm
@paolicgpi
@smartlogic_com
@ibmresearch
@google
@techreview
@deloittech
@ronald_vanloon

Top Mentioned in G4:
@roguerad
@qure_ai
@_poojarao
@cspreetham
@paimadhu
@pwarier
@geoffreyhinton
@vkhosla
@paniitindia
@mcgillghp

Top Mentioned in G5:
@forbes
@reach2ratan
@davidpraisekalu
@gilpress
@mikequindazzi
@uscybermag
@thefuturist007
@makerdemy
@csoandy
@xfxie

Top Mentioned in G6:
@ume_kyd
@irenatadic1
@mikequindazzi
@dataiku
@ronald_vanloon
@kirkdborne
@deep_in_depth
@fabienprevots
@jamesdthomasmd1
@maxjcm

Top Mentioned in G7:
@eu_commission
@contechlive
@intel
@boschglobal
@gabrielmariya
@forumeurope
@michaelapuscar
@oiga_tech
@mobileeurope
@lgoransson

Top Mentioned in G8:
@milocamj
@natrevdrugdisc
@kia
@gundeepdc
@_timos_
@deptvetaffairs
@kdrrecusa
@gilalterov
@jimmyhillside
@jonathanaufray

Top Mentioned in G9:
@agodgmt
@yukarikingdom18
@mhall55nine
@eoff_sylvia
@montynishimura
@bperrionni
@semicvet50
@brindusab1
@ritacobix
@arnabch01

Top Mentioned in G10:
@huawei
@undarkmag
@dahl_consult
@biztechmagazine
@georgetakei
@geekontheloose
@cdwgwagov
@christo
@glengilmore
@mikeflache

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@sectest9
@huskorkut
@javascriptd
@marionspekker
@monicasloves
@ejlazar
@annemariayritys
@raymond_norman
@cybertoolsbooks

Top Tweeters in G1:
@arkangelscrap
@annemariayritys
@evankirstel
@aldoceccarelli
@lorimoreno
@itknowingness
@businessinsider
@billnigh
@fintechna
@richsimmondsza

Top Tweeters in G2:
@cybertoolsbooks
@techl0g
@therussophile
@startupnws
@financialbuzz
@evanderburg
@analyticaglobal
@kirillklip
@techjunkiejh
@archelonbooks

Top Tweeters in G3:
@biconnections
@andrewmorrisuk
@bbcworld
@doc_eva
@femtech_
@yahoofinance
@7wdata
@ham_gretsky
@shellykramer
@hannaraptor

Top Tweeters in G4:
@javascriptd
@iam__network
@into_ai
@rwang0
@parvez1
@aramex
@allisonaibot
@serverlessfan
@pardoe_ai
@holgermu

Top Tweeters in G5:
@sectest9
@aaroncuddeback
@valaafshar
@entwistletx
@forbes
@truth_pray
@_d_a_n_i_e_l__b
@sikkasaibersec
@backoff11111
@bootstrapsbiz

Top Tweeters in G6:
@chidambara09
@hasscho
@emocionycambio
@nancyrubin
@lemondefr
@coincapsai
@robert_hove
@cloudexpo
@fabienprevots
@touchme4youle

Top Tweeters in G7:
@rosstell
@economictimes
@nellinson
@presroi
@geekeconomist
@jedichaz
@kenfeltman
@edgeiotai
@dsmeu
@vmblog

Top Tweeters in G8:
@caring_mobile
@suriyasubraman
@stanleyepstein
@_timos_
@ctrappe
@startup_nerd
@milocamj
@greentechdon
@ricasoli99
@iottogether

Top Tweeters in G9:
@huskorkut
@marionspekker
@monicasloves
@ejlazar
@nieuwemarlean
@mhall55nine
@marienassar_
@jilliemary
@codernotesbot
@mojobag4u

Top Tweeters in G10:
@cybersec_feeds
@ianmcalvert
@mtmdphd
@ccprakay
@billmew
@keithkeller
@sergylb
@ecowarriorss
@cdwgwagov
@pdrini_guardian