TopCyberNews, Twitter, 5/12/2021 11:16:09 AM, 254675


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TopCyberNews_2021-05-10_10-14-34.xlsx
TopCyberNews_2021-05-10_10-14-34.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 12, 2021
Short Description:
TopCyberNews via NodeXL https://bit.ly/3y7p6lW
@topcybernews
@ronald_vanloon
@ipfconline1
@heinzvhoenen
@wswmuc
@jblefevre60
@stratorob
@ssxman2
@thomas_harrer
@andi_staub

Top hashtags:
#ai
#cybersecurity
#iot
#artificialintelligence
#quantumcomputing
#bigdata

Description:
Description
The graph represents a network of 2,699 Twitter users whose tweets in the requested range contained "TopCyberNews", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 10 May 2021 at 17:24 UTC.

The requested start date was Monday, 10 May 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 69-day, 20-hour, 36-minute period from Monday, 01 March 2021 at 01:03 UTC to Sunday, 09 May 2021 at 21:40 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 : 2699
Unique Edges : 8709
Edges With Duplicates : 30408
Total Edges : 39117
Number of Edge Types : 5
Retweet : 5318
MentionsInRetweet : 17764
Mentions : 15149
Tweet : 341
Replies to : 545
Self-Loops : 455
Reciprocated Vertex Pair Ratio : 0.0712597579316766
Reciprocated Edge Ratio : 0.133039176360476
Connected Components : 7
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 2684
Maximum Edges in a Connected Component : 39103
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.016447
Graph Density : 0.00205413365903578
Modularity : 0.246052
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,699 Twitter users whose tweets in the requested range contained "TopCyberNews", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 10 May 2021 at 17:24 UTC.

The requested start date was Monday, 10 May 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 69-day, 20-hour, 36-minute period from Monday, 01 March 2021 at 01:03 UTC to Sunday, 09 May 2021 at 21:40 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 : TopCyberNews
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:
[720] https://disruptionhub.com/the-missing-piece-quantum-computing-iot/
[85] https://thedatascientist.com/data-science-machine-learning-cheatsheets/
[57] https://blog.exxactcorp.com/recurrent-neural-networks-rnn-deep-learning-for-sequential-data/
[49] https://www.datasciencecentral.com/profiles/blogs/data-mining-vs-statistics-in-one-picture
[49] https://internetofbusiness.com/it-ot-alignment-on-the-factory-floor-tips-for-smooth-transition/
[46] https://www.simplilearn.com/data-analyst-vs-data-scientist-article#.Xjl9YqRjlxY.twitter
[46] https://www.theawardsmagazine.com/top-100-global-thought-leaders-and-influencers-to-follow/
[44] https://technative.io/2021-cybersecurity-trends-the-emergence-of-the-personalised-attack-chain/
[41] https://internetofbusiness.com/adoption-picking-up-for-ai-in-cybersecurity/
[35] https://internetofbusiness.com/design-like-a-pro-best-practice-for-iiot/

Top URLs in Tweet in G1:
[59] https://disruptionhub.com/the-missing-piece-quantum-computing-iot/
[30] https://www.theawardsmagazine.com/top-100-global-thought-leaders-and-influencers-to-follow/
[13] https://www.kcore-analytics.com/search/
[13] https://broadband-nation.blogspot.com/2021/03/how-to-buy-cybersecurity-solutions.html
[13] https://technative.io/2021-cybersecurity-trends-the-emergence-of-the-personalised-attack-chain/
[11] https://hbr.org/2021/04/why-ai-that-teaches-itself-to-achieve-a-goal-is-the-next-big-thing
[11] https://www.finsmes.com/2021/03/7-benefits-of-cloud-computing-for-remote-working.html
[10] https://www.techrepublic.com/article/how-to-secure-sensitive-data-and-technology-when-a-remote-employee-leaves/
[10] https://cybersecurityventures.com/women-hold-25-percent-of-cybersecurity-jobs-globally-in-2021/#womenincybersecurity
[10] https://www.forbes.com/sites/forbesbusinessdevelopmentcouncil/2021/03/09/five-ways-to-be-a-better-digital-transformation-leader/

Top URLs in Tweet in G2:
[7] https://www.linkedin.com/pulse/blockchain-next-big-wave-insurance-industry-mike-de-waal/?utm_content=buffer15798&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://thedatascientist.com/data-science-machine-learning-cheatsheets/
[4] https://www.kcore-analytics.com/search/?keyword=FutureofWork
[3] https://twitter.com/i/web/status/1161132791377080320
[2] https://www.propertycasualty360.com/2020/09/15/middle-market-clients-struggle-to-understand-insurance-needs-coverage/?utm_content=buffer68bfd&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.simplilearn.com/data-analyst-vs-data-scientist-article#.Xjl9YqRjlxY.twitter
[2] https://www.datasciencecentral.com/profiles/blogs/data-mining-vs-statistics-in-one-picture
[2] https://hbr.org/2021/04/why-ai-that-teaches-itself-to-achieve-a-goal-is-the-next-big-thing
[2] https://www.entrepreneur.com/article/361599?utm_content=149156585&utm_medium=social&utm_source=twitter&hss_channel=tw-17392332
[2] https://www.arnnet.com.au/article/686507/review-aws-ai-machine-learning-stacks-up/

Top URLs in Tweet in G3:
[658] https://disruptionhub.com/the-missing-piece-quantum-computing-iot/
[74] https://thedatascientist.com/data-science-machine-learning-cheatsheets/
[51] https://blog.exxactcorp.com/recurrent-neural-networks-rnn-deep-learning-for-sequential-data/
[49] https://internetofbusiness.com/it-ot-alignment-on-the-factory-floor-tips-for-smooth-transition/
[46] https://www.datasciencecentral.com/profiles/blogs/data-mining-vs-statistics-in-one-picture
[39] https://www.simplilearn.com/data-analyst-vs-data-scientist-article#.Xjl9YqRjlxY.twitter
[37] https://internetofbusiness.com/adoption-picking-up-for-ai-in-cybersecurity/
[34] https://internetofbusiness.com/design-like-a-pro-best-practice-for-iiot/
[29] https://www.the-vital-edge.com/soul-of-technology/
[28] https://www.zdnet.com/article/api-security-becomes-a-top-priority-for-enterprise-players/

Top URLs in Tweet in G4:
[10] https://www.kcore-analytics.com/search/?keyword=FutureofWork
[9] https://www.kcore-analytics.com/search/
[8] https://www.ibm.com/events/think/?utm_medium=OSocial&utm_source=Twitter&utm_content=000038VY&utm_term=10001376&utm_id=Think2021IBMLiveRegistrationOpen&social_post=4577987619&linkId=113547950
[6] https://www.ibm.com/blogs/research/2021/02/accelerated-discovery-sustainable-pags/?utm_medium=OSocial&utm_source=Twitter&utm_content=000027BD&utm_term=10004432&utm_id=Sustainable&social_post=4484903782&linkId=111266047
[6] https://technative.io/cybersecurity-industrial-progress-needs-industrial-protection/
[5] https://www.ibm.com/blogs/journey-to-ai/2021/03/ibm-cloud-pak-for-data-with-ibm-cloud-satellite/?utm_medium=OSocial&utm_source=Twitter&utm_content=000032KK&utm_term=10008729&utm_id=CDAIS&social_post=4531505642&linkId=112374346
[4] https://www.ibm.com/downloads/cas/GD3OW32Z
[3] https://www.ibm.com/blogs/systems/ibm-power-systems-new-hybrid-cloud-capabilities?utm_medium=OSocial&utm_source=Twitter&utm_content=000001AF&utm_term=10013829&utm_id=Feb23-ModEnhancements-AnnouncementBlog&social_post=4513895528&linkId=111947278
[3] https://www.ibm.com/blogs/systems/storage-made-simple-for-all?utm_medium=OSocial&utm_source=Twitter&utm_content=000036TL&utm_term=10002817&utm_id=AllFlashLaunch-Feb21-LaunchGraphic&social_post=4461780980&linkId=110613292
[3] https://www.ibm.com/blogs/journey-to-ai/2020/11/simplify-data-access-and-reduce-operational-costs/?utm_medium=OSocial&utm_source=Twitter&utm_content=000037VM&utm_term=10013056&utm_id=CDAIS&social_post=4511671427&linkId=111878733

Top URLs in Tweet in G5:
[3] https://www.dailyhostnews.com/banking-industry-trends-to-watch-out-for-in-2021
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248841

Top URLs in Tweet in G6:
[3] https://www.weforum.org/agenda/2021/04/worlds-most-innovative-companies?utm_source=twitter&utm_medium=social_scheduler&utm_term=Innovation&utm_content=28/04/2021+21:00
[2] https://hbr.org/2021/04/why-ai-that-teaches-itself-to-achieve-a-goal-is-the-next-big-thing
[2] https://www.techrepublic.com/article/the-top-technologies-that-enabled-digital-transformation-this-decade/
[1] https://www.datarobot.com/blog/top-10-features-to-look-for-in-automated-machine-learning/
[1] https://thedatascientist.com/data-science-machine-learning-cheatsheets/
[1] https://iotevolutionworld.com/iot/articles/445473-iot-ready-run-system-on-chip-simplifies-development.htm
[1] https://phys.org/news/2019-09-evolution-key-artificial-intelligence.html
[1] https://phronesis-partners.com/wp-content/uploads/2019/02/AI-in-Healthcare.jpg
[1] https://www.pnas.org/content/pnas/early/2019/03/21/1900949116.full.pdf
[1] https://medium.com/m/global-identity?redirectUrl=https://uxplanet.org/artificial-intelligence-big-data-and-peace-of-mind-3b81ac5d37f8%3F

Top URLs in Tweet in G7:
[1] https://twitter.com/rwang0/status/1369672356898074629

Top URLs in Tweet in G8:
[2] https://bit.ly/3dCWh7j
[2] https://bit.ly/3aPDKnC
[2] https://disruptionhub.com/the-missing-piece-quantum-computing-iot/
[1] https://evolllution.com/programming/program_planning/the-value-of-stem-programs-in-higher-education/
[1] https://breakingdefense.com/2021/03/after-solarwinds-hack-nsa-pushes-zero-trust-model/
[1] https://www.captechu.edu/admissions-and-financial-aid/masters/register-masters-info-session
[1] https://www.captechu.edu/admissions-and-financial-aid/doctoral/register-doctoral-info-session
[1] https://captechu.edu
[1] https://www.captechu.edu/webinar-series/cap-tech-talks/applied-artificial-intelligence-applications-and-future-directions
[1] https://cybernews.com/editorial/cybersecurity-predictions-2021-space-wars-dark-side-of-digitalization-and-post-quantum-cryptography/

Top URLs in Tweet in G9:
[3] https://iiot-world.com/ics-security/cybersecurity/cybersecurity-gaps-in-scanning-and-patching-vulnerabilities-in-software/
[2] http://out.faveeo.com/?url=https://www.darkreading.com/vulnerabilities---threats/from-defense-to-offense-giving-cisos-their-due/a/d-id/1338619&vertical=cybersecurity&family=ai
[2] http://out.faveeo.com/?url=https://www.wired.com/story/fords-smarter-robots-speeding-assembly-line/&vertical=cybersecurity&family=ai
[1] https://twitter.com/IIoT_World/status/1387474299737542660
[1] https://twitter.com/cybersec_feeds/status/1382236624780734466
[1] http://out.faveeo.com/?url=https://www.captechu.edu/blog/using-machine-learning-techniques-limit-social-media-misinformation&vertical=cybersecurity&family=ai
[1] http://out.faveeo.com/?url=https://technative.io/key-trends-framing-the-state-of-ai-and-ml/&vertical=general&family=ai
[1] http://out.faveeo.com/?url=https://www.linkedin.com/feed/update/urn:li:share:6780069276725346304&vertical=cybersecurity&family=ai
[1] http://out.faveeo.com/?url=https://bobdillon33blog.com/2021/03/29/the-beady-eye-says-we-are-not-taking-the-development-of-ai-seriously-enought/&vertical=general&family=ai
[1] http://out.faveeo.com/?url=https://www.ibm.com/cloud/learn/cloud-computing&vertical=cybersecurity&family=ai

Top URLs in Tweet in G10:
[1] https://www.indiegogo.com/at/lord-of-the-blocks/x/26531547

Top Domains
Top Domains in Tweet in Entire Graph:
[720] disruptionhub.com
[148] internetofbusiness.com
[136] forbes.com
[116] siemens.com
[105] twitter.com
[101] thedatascientist.com
[96] technative.io
[96] ibm.com
[75] zdnet.com
[57] exxactcorp.com

Top Domains in Tweet in G1:
[104] siemens.com
[71] twitter.com
[69] forbes.com
[59] disruptionhub.com
[39] technative.io
[33] theawardsmagazine.com
[32] linkedin.com
[28] blogspot.com
[23] ibm.com
[20] kcore-analytics.com

Top Domains in Tweet in G2:
[8] twitter.com
[7] linkedin.com
[5] kcore-analytics.com
[5] thedatascientist.com
[3] entrepreneur.com
[2] onalytica.com
[2] forbes.com
[2] propertycasualty360.com
[2] simplilearn.com
[2] datasciencecentral.com

Top Domains in Tweet in G3:
[658] disruptionhub.com
[142] internetofbusiness.com
[90] thedatascientist.com
[64] forbes.com
[62] zdnet.com
[51] exxactcorp.com
[46] datasciencecentral.com
[39] simplilearn.com
[29] the-vital-edge.com
[27] iotevolutionworld.com

Top Domains in Tweet in G4:
[73] ibm.com
[33] ibm.co
[29] technative.io
[19] kcore-analytics.com
[12] kaspersky.com
[5] bit.ly
[5] buff.ly
[5] techbeacon.com
[4] twitter.com
[3] siemens.com

Top Domains in Tweet in G5:
[3] dailyhostnews.com
[1] nodexlgraphgallery.org

Top Domains in Tweet in G6:
[3] weforum.org
[2] hbr.org
[2] techrepublic.com
[1] datarobot.com
[1] thedatascientist.com
[1] iotevolutionworld.com
[1] phys.org
[1] phronesis-partners.com
[1] pnas.org
[1] medium.com

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

Top Domains in Tweet in G8:
[12] bit.ly
[11] captechu.edu
[2] twitter.com
[2] disruptionhub.com
[1] evolllution.com
[1] breakingdefense.com
[1] cybernews.com
[1] nextgov.com
[1] threatpost.com
[1] youtube.com

Top Domains in Tweet in G9:
[10] faveeo.com
[4] iiot-world.com
[2] twitter.com
[1] linkedin.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1802] ai
[1375] cybersecurity
[1276] iot
[843] artificialintelligence
[739] quantumcomputing
[489] bigdata
[442] digitaltransformation
[425] technology
[424] ml
[415] futureofwork



Top Hashtags in Tweet in G1:
[353] cybersecurity
[322] ai
[212] iot
[141] artificialintelligence
[105] iiot
[102] technology
[98] digitaltransformation
[84] ml
[74] hm21
[73] influencers

Top Hashtags in Tweet in G2:
[498] ai
[453] artificialintelligence
[236] digital
[220] deeplearning
[208] clustering
[186] iot
[165] technology
[164] innovation
[131] tech
[107] digitaltransformation

Top Hashtags in Tweet in G3:
[902] ai
[882] cybersecurity
[865] iot
[672] quantumcomputing
[389] bigdata
[304] ml
[291] futureofwork
[285] aiio
[248] nlu
[215] digitaltransformation

Top Hashtags in Tweet in G4:
[40] ibm
[35] ai
[24] futureofwork
[20] influencers
[18] data
[17] smm
[16] cybersecurity
[15] think2021
[15] ibmstorage
[15] hybridcloud

Top Hashtags in Tweet in G5:
[23] katyayan
[4] こんにちは
[4] ありがとう
[4] new
[2] blender
[2] blender2d
[2] blender3d
[2] blender3duser
[2] history
[2] pattern

Top Hashtags in Tweet in G6:
[49] fintech
[39] ai
[36] artificialintelligence
[18] bigdata
[16] robots
[16] computerscience
[14] machinelearning
[14] datascience
[14] 4ir
[13] algorithms

Top Hashtags in Tweet in G7:
[3] cybersecurity
[2] banda
[2] música
[2] festival
[2] electromagnético
[2] neo
[2] tokio
[2] electronicosfantasticos
[1] ai
[1] aiethics

Top Hashtags in Tweet in G8:
[18] cybersecurity
[10] aya2021
[6] technology
[6] womenintech
[5] computerscience
[4] construction
[4] aviation
[4] highereducation
[4] allyoftheyearawards
[4] allyship

Top Hashtags in Tweet in G9:
[9] cybersecurity
[3] ai
[3] machinelearning
[2] rt
[2] ravivisvesvarayasharadaprasad
[2] rss_ics
[2] leadership
[2] fakenews
[1] icssecuri
[1] cyberattac

Top Words
Top Words in Tweet in Entire Graph:
[1802] #ai
[1763] topcybernews
[1480] ipfconline1
[1375] #cybersecurity
[1276] #iot
[1083] ronald_vanloon
[843] cc
[843] #artificialintelligence
[739] #quantumcomputing
[723] missing

Top Words in Tweet in G1:
[940] topcybernews
[353] #cybersecurity
[322] #ai
[306] yuhelenyu
[291] eli_krumova
[264] dahl_consult
[258] tamaramccleary
[219] tgravel
[212] #iot
[204] tylercohenwood

Top Words in Tweet in G2:
[639] ronald_vanloon
[498] #ai
[453] #artificialintelligence
[371] cc
[236] #digital
[220] #deeplearning
[208] app
[208] detecting
[208] garbage
[208] images

Top Words in Tweet in G3:
[1252] ipfconline1
[902] #ai
[882] #cybersecurity
[865] #iot
[672] #quantumcomputing
[658] missing
[658] piece
[658] drchloesharp
[658] disruptionhub
[465] topcybernews

Top Words in Tweet in G4:
[107] ibm
[46] data
[43] cloud
[42] topcybernews
[37] more
[37] thomas_harrer
[35] #ai
[31] #ibm
[28] storage
[26] hybrid

Top Words in Tweet in G5:
[154] er509939
[144] enzodeluca19881
[139] edward733
[135] sophiapapadop10
[130] topcybernews
[126] mikimiyazaki13
[121] paoloigna1
[120] drkristieleong
[120] marshacollier
[110] yaidunohannji

Top Words in Tweet in G6:
[51] andi_staub
[49] #fintech
[39] #ai
[36] #artificialintelligence
[24] top
[23] haroldsinnott
[18] #bigdata
[16] topcybernews
[16] evolution
[16] learning

Top Words in Tweet in G7:
[24] chief_ventures
[24] orgnet
[24] dhinchcliffe
[24] amypearlman
[24] s_df
[24] pci_initiative
[24] aubreyut
[22] jicox
[21] biiidutton
[18] paul_kandavalli

Top Words in Tweet in G8:
[30] inteligenca4
[23] captechu
[22] year
[21] 2021
[18] #cybersecurity
[18] congratulations
[18] ally
[18] awards
[16] sonyamoisset
[15] topcybernews

Top Words in Tweet in G9:
[15] topcybernews
[9] #cybersecurity
[5] iiot_world
[5] cybersecurity
[5] attacking
[5] smart
[5] factories
[5] future
[5] attacks
[5] prevented

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[720] missing,piece
[720] piece,#quantumcomputing
[720] #quantumcomputing,#iot
[720] #iot,drchloesharp
[720] drchloesharp,disruptionhub
[720] disruptionhub,#cybersecurity
[718] ipfconline1,missing
[332] #ai,#artificialintelligence
[324] #aiio,#bigdata
[319] #bigdata,#ml

Top Word Pairs in Tweet in G1:
[181] topcybernews,dahl_consult
[161] eli_krumova,topcybernews
[139] dahl_consult,alcgroup
[124] michelleragusa,eli_krumova
[123] alcgroup,tylercohenwood
[105] tylercohenwood,shannonrhulbert
[103] debraruh,topcybernews
[101] tamaramccleary,debraruh
[100] marshacollier,tamaramccleary
[96] shannonrhulbert,guzmand

Top Word Pairs in Tweet in G2:
[211] #ai,#artificialintelligence
[208] #deeplearning,app
[208] app,detecting
[208] detecting,garbage
[208] garbage,images
[208] images,huawei
[208] huawei,#ai
[208] #artificialintelligence,#clustering
[203] #clustering,cc
[191] ronald_vanloon,#deeplearning

Top Word Pairs in Tweet in G3:
[658] missing,piece
[658] piece,#quantumcomputing
[658] #quantumcomputing,#iot
[658] #iot,drchloesharp
[658] drchloesharp,disruptionhub
[658] disruptionhub,#cybersecurity
[656] ipfconline1,missing
[272] #aiio,#bigdata
[269] #bigdata,#ml
[258] #ai,#aiio

Top Word Pairs in Tweet in G4:
[24] wef,mikequindazzi
[22] hybrid,cloud
[19] top,15
[19] 15,#futureofwork
[19] #futureofwork,#influencers
[19] #influencers,kcore_analytics
[18] kcore_analytics,wef
[13] ibm,storage
[13] ronald_vanloon,evankirstel
[12] topcybernews,jblefevre60

Top Word Pairs in Tweet in G5:
[83] yaidunohannji,drkristieleong
[83] drkristieleong,redsand2
[83] redsand2,topcybernews
[83] marshacollier,er509939
[83] er509939,paoloigna1
[78] topcybernews,marshacollier
[53] cynthia_lardner,yaidunohannji
[49] mspadine,mmuller2019
[48] enzodeluca19881,annabal21262002
[48] annabal21262002,fannynonoy

Top Word Pairs in Tweet in G6:
[21] andi_staub,top
[16] evolution,learning
[16] learning,key
[16] key,better
[16] better,#artificialintelligence
[16] #artificialintelligence,#robots
[16] #robots,#computerscience
[16] #computerscience,#fintech
[16] #fintech,haroldsinnott
[15] andi_staub,evolution

Top Word Pairs in Tweet in G7:
[24] chief_ventures,orgnet
[24] orgnet,dhinchcliffe
[24] dhinchcliffe,amypearlman
[24] amypearlman,s_df
[24] pci_initiative,aubreyut
[21] aubreyut,biiidutton
[16] s_df,pci_initiative
[16] jicox,chief_ventures
[10] paul_kandavalli,jicox
[8] biiidutton,kdelano001

Top Word Pairs in Tweet in G8:
[18] ally,year
[17] year,awards
[15] dan,goldberg
[14] announce,winners
[13] excited,announce
[13] winners,2021
[13] 2021,ally
[13] awards,congratulations
[13] congratulations,captechu
[13] captechu,dan

Top Word Pairs in Tweet in G9:
[5] attacking,smart
[5] smart,factories
[5] factories,future
[5] future,attacks
[5] attacks,prevented
[5] prevented,learn
[5] learn,protect
[5] protect,systems
[5] systems,levels
[3] cybersecurity,gaps

Top Replied-To
Top Replied-To in Entire Graph:
@ronald_vanloon
@tgravel
@nancytr83158469
@whiteheartvic
@heinzvhoenen
@victoryabro
@yuhelenyu
@topcybernews
@akwyz
@iotchannel

Top Replied-To in G1:
@tgravel
@nancytr83158469
@ronald_vanloon
@whiteheartvic
@victoryabro
@yuhelenyu
@akwyz
@iotchannel
@tylercohenwood
@heinzvhoenen

Top Replied-To in G2:
@ronald_vanloon
@heinzvhoenen
@sminaev2015
@globaliqx
@eli_krumova
@arlenenewbigg
@jbarbosapr
@wissiclaudia

Top Replied-To in G3:
@ronald_vanloon
@ipfconline1
@promoedutech
@f10_accelerator
@revolutapp
@paypal
@terence_mills
@topcybernews
@shicooks
@nvidia

Top Replied-To in G4:
@thomas_harrer
@wswmuc
@trade_teddy
@topcybernews
@lordcoin11
@ravikikan
@ibmservers
@jwhitehurst
@haroldsinnott

Top Replied-To in G5:
@sophiapapadop10
@jasonwalton1206
@lorenzorossi29
@velvetskye
@edward733
@enzodeluca19881
@cynthia_lardner
@ramikantari
@stratorob
@mmuller2019

Top Replied-To in G6:
@luc_schuurmans
@cgledhill
@ipfconline1

Top Replied-To in G7:
@jicox
@paul_kandavalli
@kdelano001
@chief_ventures

Top Replied-To in G8:
@zbraiterman
@inteligenca4
@lynn_dohm
@stephanenappo
@q8thunders

Top Replied-To in G9:
@future_of_ai

Top Mentioned
Top Mentioned in Entire Graph:
@topcybernews
@ipfconline1
@ronald_vanloon
@drchloesharp
@disruptionhub
@yuhelenyu
@eli_krumova
@marshacollier
@huawei
@terence_mills

Top Mentioned in G1:
@topcybernews
@yuhelenyu
@eli_krumova
@dahl_consult
@tamaramccleary
@enricomolinari
@tgravel
@ipfconline1
@tylercohenwood
@shicooks

Top Mentioned in G2:
@ronald_vanloon
@huawei
@alvin
@wef
@topcybernews
@heinzvhoenen
@jblefevre60
@sallyeaves
@spirosmarg
@magicleap

Top Mentioned in G3:
@ipfconline1
@drchloesharp
@disruptionhub
@topcybernews
@ronald_vanloon
@terence_mills
@365surmarius
@themrblueprint
@mrkmrkmoh
@mariussou

Top Mentioned in G4:
@ibm
@topcybernews
@thomas_harrer
@kcore_analytics
@wef
@mikequindazzi
@ibmservers
@haroldsinnott
@zoginstor
@ibmstorage

Top Mentioned in G5:
@er509939
@enzodeluca19881
@edward733
@topcybernews
@mikimiyazaki13
@sophiapapadop10
@paoloigna1
@drkristieleong
@marshacollier
@yaidunohannji

Top Mentioned in G6:
@andi_staub
@haroldsinnott
@topcybernews
@fabriziobustama
@spirosmargaris
@jblefevre60
@mvollmer1
@ipfconline1
@sallyeaves

Top Mentioned in G7:
@orgnet
@dhinchcliffe
@amypearlman
@s_df
@pci_initiative
@aubreyut
@chief_ventures
@biiidutton
@jicox
@paul_kandavalli

Top Mentioned in G8:
@inteligenca4
@captechu
@sonyamoisset
@topcybernews
@sony
@sayauniversity
@zeektek
@wicysorg
@purintl
@thecyberwire

Top Mentioned in G9:
@topcybernews
@mclynd
@iiot_world
@ptrancyber
@rvp
@aquila_cs
@runsafesecurity
@future_of_ai
@trendmicro
@lago72

Top Mentioned in G10:
@cybelenegris
@teachintechgal
@classofyourown
@marijabutkovic
@mcmsharksxx
@snowhydro
@aimafidon
@topcybernews
@alicekeeler
@classtechtips

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@sectest9
@this_vid
@easy_branches
@marshawright
@paoloigna1
@arkangelscrap
@cybersec_feeds
@chidambara09
@ejlazar

Top Tweeters in G1:
@marshawright
@arkangelscrap
@cybersec_feeds
@ejlazar
@femtech_
@evankirstel
@edjlazar
@lorimoreno
@morgfair
@andrewmorrisuk

Top Tweeters in G2:
@aldoceccarelli
@thedeveloperbot
@rvp
@jamesjava
@collifornia
@mashable
@michaelpurvis64
@ltd_to_two
@techjunkiejh
@andytoronto

Top Tweeters in G3:
@jornalistavitor
@sectest9
@this_vid
@easy_branches
@chidambara09
@xaelbot
@codedailybot
@sudeepkhatri
@bexxmodd
@codernotesbot

Top Tweeters in G4:
@ggtidbegcypcxdo
@cnn
@ailsaforshaw
@popsci
@techreview
@technative
@ibmdeveloper
@thecube
@nasa
@cmaldy

Top Tweeters in G5:
@paoloigna1
@jilliemary
@ssscoop475
@ludmarx1
@rosatrunk
@robtropper
@zeynazerda
@ramikantari
@mspadine
@kvajpayaee

Top Tweeters in G6:
@lucas_wyrsch
@nancyrubin
@discovertech3
@xzpwedvhhh37i3c
@russsl
@maximamaximum
@contralorespy
@ccprakay
@digitaltransf11
@docandersen

Top Tweeters in G7:
@rwang0
@scmpnews
@vivekghosal
@john_westra
@neilmilliken
@axschat
@mitsmr
@kdelano001
@mkrigsman
@s_df

Top Tweeters in G8:
@thecyberwire
@lovescience15
@scmagazine
@nextgov
@sushidude
@sony
@threatpost
@jessrobin96
@zbraiterman
@infosecvandana

Top Tweeters in G9:
@eprado_melo
@future_of_ai
@lago72
@lgomezperu
@trendmicro
@iiot_world
@ptrancyber
@rumichowd
@rmereneanu
@paulfogoros

Top Tweeters in G10:
@richsimmondsza
@alicekeeler
@classtechtips
@snowhydro
@mcmsharksxx
@teachintechgal
@marijabutkovic
@classofyourown
@aimafidon
@cybelenegris