#CSuite, Twitter, 9/17/2020 9:38:27 PM, 235355


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#CSuite_2020-09-17_12-08-09.xlsx
#CSuite_2020-09-17_12-08-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 17, 2020
Short Description:
#CSuite via NodeXL https://bit.ly/3iHwYlR
@realcolinmac
@guzmand
@marcwilczek
@chidambara09
@mikequindazzi
@cybersec_feeds
@ssxman2
@nishant33962550
@timothy_hughes
@mckinsey

Top hashtags:
#csuite
#ceo
#leadership
#corpgov
#cfo
#digitaltransformation
#ai

Description:
Description
The graph represents a network of 691 Twitter users whose tweets in the requested range contained "#CSuite", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 17 September 2020 at 19:09 UTC.

The requested start date was Thursday, 17 September 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 22-hour, 41-minute period from Thursday, 03 September 2020 at 01:19 UTC to Thursday, 17 September 2020 at 00:00 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 : 691
Unique Edges : 488
Edges With Duplicates : 1303
Total Edges : 1791
Number of Edge Types : 5
Replies to : 16
Tweet : 312
Retweet : 458
MentionsInRetweet : 682
Mentions : 323
Self-Loops : 338
Reciprocated Vertex Pair Ratio : 0.0350194552529183
Reciprocated Edge Ratio : 0.0676691729323308
Connected Components : 170
Single-Vertex Connected Components : 78
Maximum Vertices in a Connected Component : 262
Maximum Edges in a Connected Component : 927
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.790848
Graph Density : 0.00167369282073869
Modularity : 0.441169
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 691 Twitter users whose tweets in the requested range contained "#CSuite", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 17 September 2020 at 19:09 UTC.

The requested start date was Thursday, 17 September 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 22-hour, 41-minute period from Thursday, 03 September 2020 at 01:19 UTC to Thursday, 17 September 2020 at 00:00 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 : #CSuite
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:
[11] https://podcasts.apple.com/us/podcast/erica-bennett-leadership-executive-development-partner/id1515649028?i=1000490445157
[11] https://podcasts.apple.com/us/podcast/carolina-digiorgio-ceo-congreso-latinos-unidos-body/id1515649028?i=1000489734668
[9] https://www.weforum.org/agenda/2018/02/how-to-be-smarter-infographic?utm_content=buffer979e9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://www.linkedin.com/feed/update/urn:li:activity:6711469141984894976/
[7] https://ceoworld.biz/2020/09/05/5-reasons-why-ceos-should-consider-studying-philosophy/
[6] http://traffic.libsyn.com/aiimonair/59_AIIM18_Report_-_Bryce_Austin_Cyber_Security.mp3
[6] https://www.pwc.com/us/en/library/covid-19/pwc-covid-19-cfo-pulse-survey.html
[6] https://boardagenda.com/2020/09/14/tech-emperors-effective-checks-balances-boardroom/
[6] https://boardagenda.com/2020/09/15/buybacks-inflate-share-prices-for-short-term-self-enrichment-of-executives/
[6] https://www.womenonboards.net/en-gb/events/getting-to-the-c-suite#impact

Top URLs in Tweet in G1:
[3] https://www.forbes.com/sites/chriswestfall/2020/09/08/executive-interview-questions-and-answers-leadership-c-suite-jobs/
[3] https://www.amazon.com/Business-Continuity-Pandemic-Era-post-pandemic-ebook/dp/B086YZLMS1/ref=as_li_ss_tl?dchild=1&keywords=cuda+education+business+continuity&qid=1598746332&sr=8-1&linkCode=sl1&tag=nickdancriddr-20&linkId=c9a5a2402f851b87b9d9657ac7c3d391&language=en_US
[3] https://podcasts.apple.com/us/podcast/204-gallup-finds-managers-are-single-biggest-success/id982772171?i=1000439287547
[3] https://xledger.com/us/blog/idc-marketscape/
[2] https://everyday-mba.com/204/
[2] http://traffic.libsyn.com/everydaymba/Everyday_MBA_-_Jim_Harter_-_Its_The_Manager.mp3
[1] https://paper.li/e-1575218906?edition_id=a2b103f0-ed83-11ea-b312-0cc47a0d1609
[1] https://www.vistage.com/research-center/business-leadership/business-coaching/?utm_source=feedly&utm_medium=rss&utm_campaign=business-coaching
[1] https://www.kdrrecruitment.com/were-all-data-experts-now-but-what-will-be-the-impact-on-the-c-suite/?utm_source=twitter.com&utm_medium=social&utm_campaign=us_social
[1] https://www.linkedin.com/feed/update/urn:li:activity:6537707797402963969

Top URLs in Tweet in G2:
[3] https://www-forbes-com.cdn.ampproject.org/c/s/www.forbes.com/sites/kylewong/2020/02/13/how-social-media-marketers-earned-a-seat-at-the-table/amp/
[2] https://www.bcg.com/publications/2020/why-it-is-time-to-bring-learning-to-the-c-suite
[2] https://twitter.com/antgrasso/status/1304117443816755201
[1] https://www.mckinsey.com/industries/financial-services/our-insights/racial-equity-in-financial-services?cid=-soc-twi-mip-mck-oth---&sid=3690114939&linkId=99588373
[1] https://www.mckinsey.com/industries/financial-services/our-insights/racial-equity-in-financial-services?cid=-soc-twi-mip-mck-oth---&sid=3678217432&linkId=99395320
[1] https://www.mckinsey.com/industries/financial-services/our-insights/racial-equity-in-financial-services?cid=-soc-twi-mip-mck-oth---&sid=3690101402&linkId=99603091
[1] https://www.healthleadersmedia.com/strategy/women-account-30-healthcare-c-suite
[1] https://www.mckinsey.com/business-functions/risk/our-insights/coronavirus-15-emerging-themes-for-boards-and-executive-teams
[1] https://digital-leadership-associates.passle.net/post/102fnim/c-suite-execs-need-to-up-their-game-on-social-if-they-want-to-keep-investors-clos
[1] https://www.mckinsey.com/business-functions/strategy-and-corporate-finance/our-insights/demystifying-ai-and-machine-learning-for-executives

Top URLs in Tweet in G3:
[2] https://www.linkedin.com/slink?code=d7Xxdeb
[1] https://www.businesswire.com/news/home/20200914005553/en/DataRobot-Introduces-Major-Enhancements-to-Its-Enterprise-AI-Platform
[1] https://analyticsindiamag.com/how-this-startup-is-using-swarm-ai-to-make-deep-learning-technology-accessible-for-everyone/
[1] https://blog.cloudflare.com/using-data-science-and-machine-learning-for-improved-customer-support/
[1] https://analyticsindiamag.com/embracing-ai-key-to-futuristic-org-strategy/
[1] https://www.forbes.com/sites/louiscolumbus/2020/09/07/10-ways-ai-improves-pricing-and-revenue-management/
[1] https://www.weforum.org/agenda/2020/09/how-to-put-ai-ethics-into-practice-in-12-steps/
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fthe-illusion-of-making-data-driven-decisions-bf54a2e594c4%3Fsource%3Dsocial.tw
[1] https://www.europeanbusinessreview.com/data-driven-decision-making-that-uses-data-mind-and-heart/
[1] https://www.business2community.com/business-innovation/supercharge-knowledge-management-with-help-from-ai-02346327

Top URLs in Tweet in G4:
[6] http://traffic.libsyn.com/aiimonair/59_AIIM18_Report_-_Bryce_Austin_Cyber_Security.mp3
[3] https://www.cseurope.info/
[2] https://www.hellersearch.com/blog/ten-must-have-ciso-skills#.X1jDr1XvRYQ.twitter
[2] https://www.amazon.com/dp/1989603424/
[2] https://www.sentinelone.com/blog/the-c-suite-guide-to-cyber-safety-7-steps-to-securing-your-organization/
[2] https://www.darkreading.com/vulnerabilities---threats/from-defense-to-offense-giving-cisos-their-due/a/d-id/1338619
[2] https://hbr.org/2020/09/does-your-board-really-understand-your-cyber-risks
[1] https://dy.si/bk3KKL2
[1] https://dy.si/u58WD
[1] https://dy.si/jguQB

Top URLs in Tweet in G5:
[9] https://www.weforum.org/agenda/2018/02/how-to-be-smarter-infographic?utm_content=buffer979e9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://www.pwc.com/us/en/library/covid-19/pwc-covid-19-cfo-pulse-survey.html

Top URLs in Tweet in G6:
[6] https://boardagenda.com/2020/09/15/buybacks-inflate-share-prices-for-short-term-self-enrichment-of-executives/
[6] https://boardagenda.com/2020/09/14/tech-emperors-effective-checks-balances-boardroom/
[4] https://boardagenda.com/2020/09/11/women-leaders-are-better-at-fighting-the-pandemic/
[4] https://boardagenda.com/2020/09/09/succession-planning-corporate-culture/
[3] https://boardagenda.com/2020/09/11/governance-week-rio-tinto-esg-short-termism-climate-risk-aussie-audit/
[3] https://boardagenda.com/2020/09/10/not-business-as-usual-returning-to-the-workplace-after-the-pandemic/
[3] https://www.bloomberg.com/news/articles/2020-08-18/working-from-home-managers-on-solving-lingering-productivity-issues
[3] http://www.joanncorleyspeaks.com/2017/11/what-you-cant-see-can-hurt-you.html
[2] https://boardagenda.com/2020/09/01/power-politics-and-crisis-response-on-the-board/
[2] https://boardagenda.com/2020/09/07/us-rule-change-sets-up-clash-with-proxy-advisers/

Top URLs in Tweet in G7:
[2] https://www.idgconnect.com/interviews/1506049/cto-sessions-alastair-hill-dotmatics
[1] https://www.idgconnect.com/interviews/1505947/suite-career-advice-nick-earle-eseye
[1] https://www.idgconnect.com/interviews/1505961/secret-cso-annalea-ilg-involta
[1] https://www.idgconnect.com/interviews/1506014/cio-spotlight-stephen-miller-appreciate-group
[1] https://www.idgconnect.com/interviews/1506015/suite-career-advice-gregory-blondeau-proxyclick
[1] https://www.idgconnect.com/interviews/1506031/secret-cso-pali-surdhar-ncipher-security
[1] https://www.idgconnect.com/interviews/1506047/suite-career-advice-martijn-theuwissen-datacamp

Top URLs in Tweet in G8:
[5] https://mitsloan.mit.edu/ideas-made-to-matter/how-data-fuels-move-to-smart-manufacturing
[2] https://www.ciodive.com/news/enterprise-CIO-roles-MIT-CIO/585064/?utm_source=dlvr.it&utm_medium=twitter
[1] https://sloanreview.mit.edu/article/redefining-ai-leadership-in-the-c-suite

Top URLs in Tweet in G9:
[5] https://marcrudov.com/books/intrabranding/
[2] https://www.youtube.com/watch?v=17m4R5UXGPQ

[2] http://www.prweb.com/releases/marc_rudov_to_ceos_only_the_agile_can_win/prweb17390530.htm
[1] https://marcrudov.com/
[1] https://newsmaxtv.com/
[1] https://www.youtube.com/watch?v=Nmnv_YAOR1E

[1] https://www.youtube.com/watch?v=Nmnv_YAOR1E&feature=youtu.be


Top URLs in Tweet in G10:
[1] https://twitter.com/BillMew/status/1301193351350358018?s=20

Top Domains
Top Domains in Tweet in Entire Graph:
[45] boardagenda.com
[39] linkedin.com
[28] apple.com
[27] ceoworld.biz
[23] passle.net
[19] twitter.com
[17] forbes.com
[15] dy.si
[10] idgconnect.com
[10] youtube.com

Top Domains in Tweet in G1:
[12] linkedin.com
[10] dy.si
[7] adweek.com
[5] twitter.com
[5] forbes.com
[3] paper.li
[3] youtube.com
[3] amazon.com
[3] apple.com
[3] xledger.com

Top Domains in Tweet in G2:
[5] mckinsey.com
[3] ampproject.org
[2] bcg.com
[2] twitter.com
[1] healthleadersmedia.com
[1] passle.net
[1] thefintechtimes.com

Top Domains in Tweet in G3:
[8] linkedin.com
[2] analyticsindiamag.com
[1] businesswire.com
[1] cloudflare.com
[1] forbes.com
[1] weforum.org
[1] medium.com
[1] europeanbusinessreview.com
[1] business2community.com
[1] ericsson.com

Top Domains in Tweet in G4:
[6] libsyn.com
[6] cseurope.info
[4] dy.si
[4] darkreading.com
[2] hellersearch.com
[2] esentire.com
[2] amazon.com
[2] sentinelone.com
[2] hbr.org
[2] securityboulevard.com

Top Domains in Tweet in G5:
[9] weforum.org
[6] pwc.com

Top Domains in Tweet in G6:
[45] boardagenda.com
[5] mailchi.mp
[3] bloomberg.com
[3] joanncorleyspeaks.com
[2] bossbuilderpodcast.com
[2] twitter.com
[1] cnbc.com

Top Domains in Tweet in G7:
[8] idgconnect.com

Top Domains in Tweet in G8:
[6] mit.edu
[2] ciodive.com

Top Domains in Tweet in G9:
[6] marcrudov.com
[4] youtube.com
[2] prweb.com
[1] newsmaxtv.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[662] csuite
[148] ceo
[118] leadership
[87] corpgov
[85] cfo
[80] digitaltransformation
[79] ai
[71] cybersecurity
[68] cio
[65] business



Top Hashtags in Tweet in G1:
[113] csuite
[30] leadership
[21] ceo
[13] management
[11] cybersecurity
[11] cfo
[11] cyber
[8] cio
[7] business
[6] strategy

Top Hashtags in Tweet in G2:
[27] csuite
[27] learning
[24] machinelearning
[23] ai
[6] iot
[6] innovation
[5] leadership
[4] socialmedia
[4] digitaltransformation
[3] futureofwork

Top Hashtags in Tweet in G3:
[60] csuite
[52] digitaltransformation
[39] business
[34] datascience
[33] ai
[24] code
[20] machinelearning
[18] volkswagen
[18] virtualreality
[15] data

Top Hashtags in Tweet in G4:
[60] csuite
[57] cybersecurity
[24] ciso
[23] cio
[20] cisos
[17] cto
[14] itsecurity
[12] databreach
[11] infosec
[10] cyber

Top Hashtags in Tweet in G5:
[20] leaders
[15] cfo
[15] covid19
[15] pwc
[14] csuite
[9] leadership
[9] futureofwork
[9] ceo
[6] coronavirus
[6] financetransformation

Top Hashtags in Tweet in G6:
[61] csuite
[53] corpgov
[39] directors
[6] boardofdirectors
[6] leadership
[4] ceo
[3] remoteteams
[3] cfo
[3] cio
[2] boss

Top Hashtags in Tweet in G7:
[8] csuite
[6] womenintech
[4] technology
[1] dotmatics
[1] science
[1] informatics
[1] womeinstem
[1] careeradvice
[1] cybersecurity

Top Hashtags in Tweet in G8:
[9] artificialintelligence
[9] ai
[6] csuite
[5] data
[5] smartmanufacturing
[4] cfos
[2] cio
[2] pandemic
[1] machinelearning
[1] robotics

Top Hashtags in Tweet in G9:
[38] csuite
[35] radio
[35] tv
[35] pittsburgh
[34] ceo
[28] ceos
[28] cxo
[28] cto
[28] cmo
[28] cfo

Top Hashtags in Tweet in G10:
[1] csuite

Top Words
Top Words in Tweet in Entire Graph:
[661] #csuite
[240] gt
[145] #ceo
[118] #leadership
[87] #corpgov
[85] #cfo
[80] #digitaltransformation
[79] #ai
[78] risk
[76] realcolinmac

Top Words in Tweet in G1:
[113] #csuite
[30] #leadership
[30] risk
[19] #ceo
[14] help
[14] leaders
[13] suite
[13] more
[13] #management
[12] deloitte

Top Words in Tweet in G2:
[61] guzmand
[48] mckinsey
[40] read
[38] good
[27] #csuite
[27] cc
[27] winners
[27] tomorrow
[27] those
[27] accelerate

Top Words in Tweet in G3:
[72] realcolinmac
[60] #csuite
[52] #digitaltransformation
[39] #business
[34] #datascience
[33] #ai
[26] smart
[24] contracts
[24] written
[24] #code

Top Words in Tweet in G4:
[60] #csuite
[57] #cybersecurity
[34] risk
[27] cyber
[24] #ciso
[23] #cio
[20] #cisos
[17] #cto
[14] altaassociates
[14] #itsecurity

Top Words in Tweet in G5:
[210] gt
[67] mikequindazzi
[31] antgrasso
[31] fisher85m
[24] copy
[21] #leaders
[20] 12
[20] ways
[20] smarter
[20] wef

Top Words in Tweet in G6:
[61] #csuite
[53] #corpgov
[39] #directors
[29] boardagenda
[11] need
[10] board
[9] pandemic
[9] short
[8] share
[8] buybacks

Top Words in Tweet in G7:
[15] below
[12] career
[11] industry
[10] idgconnect
[9] advice
[9] security
[8] #csuite
[8] life
[8] working
[7] week

Top Words in Tweet in G8:
[9] #artificialintelligence
[9] #ai
[6] #csuite
[5] data
[5] fuels
[5] move
[5] smart
[5] manufacturing
[5] #data
[5] #smartmanufacturing

Top Words in Tweet in G9:
[38] #csuite
[35] #radio
[35] #tv
[35] #pittsburgh
[33] #ceo
[28] #ceos
[28] #cxo
[28] #cto
[28] #cmo
[28] #cfo

Top Words in Tweet in G10:
[2] billmew
[2] being

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[159] gt,gt
[50] #csuite,#corpgov
[41] #digitaltransformation,#csuite
[40] good,read
[39] #corpgov,#directors
[35] #radio,#tv
[34] #business,#digitaltransformation
[32] #ceo,#csuite
[31] antgrasso,fisher85m
[30] social,media

Top Word Pairs in Tweet in G1:
[12] #csuite,#leadership
[10] quantify,cyber
[10] cyber,risk
[10] risk,see
[10] see,risk
[10] risk,explore
[10] explore,deloitte
[10] deloitte,#cyber
[10] #cyber,risk
[10] risk,quantification

Top Word Pairs in Tweet in G2:
[38] good,read
[27] winners,tomorrow
[27] tomorrow,those
[27] those,accelerate
[27] accelerate,rate
[27] rate,#learning
[27] bring,learning
[25] guzmand,winners
[23] re,share
[23] share,good

Top Word Pairs in Tweet in G3:
[34] #digitaltransformation,#csuite
[27] #business,#digitaltransformation
[24] smart,contracts
[24] contracts,written
[24] written,#code
[24] #code,future
[24] future,#business
[24] #csuite,#datascience
[23] realcolinmac,smart
[23] #datascience,#dataanalyti

Top Word Pairs in Tweet in G4:
[17] #cio,#csuite
[15] #cto,#cio
[15] #csuite,#cybersecurity
[12] cyber,risk
[11] #cisos,#cto
[11] #cybersecurity,#itsecurity
[11] #csuite,execs
[10] #cybersecurity,expert
[9] quantify,cyber
[9] risk,see

Top Word Pairs in Tweet in G5:
[140] gt,gt
[31] antgrasso,fisher85m
[26] mikequindazzi,gt
[24] mikequindazzi,copy
[24] copy,antgrasso
[20] 12,ways
[20] ways,#leaders
[20] #leaders,smarter
[20] wef,mikequindazzi
[18] ht,mikequindazzi

Top Word Pairs in Tweet in G6:
[50] #csuite,#corpgov
[39] #corpgov,#directors
[8] share,buybacks
[7] pandemic,#csuite
[7] rio,tinto
[6] boardagenda,share
[6] buybacks,criticised
[6] criticised,short
[6] short,term
[6] term,self

Top Word Pairs in Tweet in G7:
[8] life,working
[7] career,advice
[7] industry,below
[6] #womenintech,asked
[6] asked,annalea
[6] annalea,ilg
[6] ilg,ciso
[6] ciso,involta
[6] involta,life
[6] working,security

Top Word Pairs in Tweet in G8:
[5] data,fuels
[5] fuels,move
[5] move,smart
[5] smart,manufacturing
[5] manufacturing,#data
[5] #data,#smartmanufacturing
[5] #smartmanufacturing,#ai
[5] #ai,#artificialintelligence
[4] #cfos,best
[4] best,positioned

Top Word Pairs in Tweet in G9:
[35] #radio,#tv
[28] #cxo,#cto
[28] #cto,#cmo
[28] #cmo,#cfo
[28] #cfo,#radio
[28] #tv,#csuite
[28] #csuite,#vc
[28] #media,#corpgov
[26] #corpgov,#pittsburgh
[26] #vc,#privateequity

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@realcolinmac
@guzmand
@mckinsey
@mikequindazzi
@antgrasso
@fisher85m
@boardagenda
@ceoworld
@haroldsinnott
@s

Top Mentioned in G1:
@unboxingstartup
@lexproresearch
@drlakeischamd

Top Mentioned in G2:
@guzmand
@mckinsey
@haroldsinnott
@s
@wk_kellogg_fdn
@anjahoffmann
@spirosmargaris
@realcolinmac
@bcg
@ipfconline1

Top Mentioned in G3:
@realcolinmac
@brainalyzed
@datarobot
@bradnelsonops
@gartner_inc
@ericsson
@futureourwork
@antgrasso
@antgrasso_it
@guzmand

Top Mentioned in G4:
@altaassociates
@marcwilczek
@cseurope1
@stanamor
@cisostreet
@sentinelone
@kevin_craine
@latrobe
@shamanetan
@libertycenter1

Top Mentioned in G5:
@mikequindazzi
@antgrasso
@fisher85m
@wef
@unlockbiz
@singingindcloud
@pansares
@nandnnor
@thedigitalecos
@forgeaheadio

Top Mentioned in G6:
@boardagenda
@bw
@citi
@mpborman
@joanncorley
@btreasurer
@altcap
@shrm
@cnbc

Top Mentioned in G7:
@idgconnect
@dotmatics
@eseyem2m
@involtallc
@appreciateplc
@proxyclick
@gregblondeau
@nciphersecurity
@datacamp

Top Mentioned in G8:
@qs2point
@responsiveai
@dhinchcliffe
@tdav
@beena_ammanath
@mitsmr
@floriansemle
@sureshrukman
@spirosmargaris

Top Mentioned in G9:
@marcrudov
@gop
@realdonaldtrump
@donaldjtrumpjr
@gopchairwoman
@realdonald
@oneconnective

Top Mentioned in G10:
@drjdrooghaag
@fabriziobustama
@robmay70
@ianljones98
@nigeltozer
@antgrasso
@sallyeaves
@archonsec
@yuhelenyu
@1davidclarke

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@cybersec_feeds
@dancas2
@malliardreport
@femtech_
@codernotesbot
@makedni
@taieb_bot
@xaelbot

Top Tweeters in G1:
@rwang0
@gwoodi
@marketingrdv
@helpmates_jobs
@everyday_mba
@khsouh
@steveolenski
@westfallonline
@cudaeducation
@bob_lyons

Top Tweeters in G2:
@ssxman2
@themrblueprint
@dariosailor86
@btptechsearch
@spirosmargaris
@enriquen
@ipfconline1
@marksbabbitt
@psb_dc
@alternative200

Top Tweeters in G3:
@chidambara09
@codernotesbot
@taieb_bot
@xaelbot
@andrewmorrisuk
@learn__together
@llnuxbot
@gvalan
@donaldndoro
@codegnuts

Top Tweeters in G4:
@sectest9
@cybersec_feeds
@cybersecurityn8
@ilovebooks786
@vishne0
@harvardbiz
@kevin_craine
@hostinfonet
@securityxtv
@gutmanyotam

Top Tweeters in G5:
@wef
@nvsdata
@excellencia_ltd
@jaychance5
@mikequindazzi
@antgrasso
@fisher85m
@cioconnection
@smesgoals
@thedxengineer

Top Tweeters in G6:
@dancas2
@cnbc
@togovern
@expertleaders
@brianlaungaoaeh
@daviddoughty
@joanncorley
@bw
@olilince
@shrm

Top Tweeters in G7:
@femtech_
@jeffkagan
@idgconnect
@shewerneke
@datacamp
@proxyclick
@apsjolly
@eseyem2m
@michele_busse
@dotmatics

Top Tweeters in G8:
@mitsmr
@dhinchcliffe
@abhibisht89
@ineelbot
@sureshrukman
@floriansemle
@qs2point
@alex_caballerof
@proteuscmms
@beena_ammanath

Top Tweeters in G9:
@sharkradionet
@8278jogador8728
@realdonaldtrump
@techie_wiz
@gop
@donaldjtrumpjr
@gopchairwoman
@marcrudov
@coonie45
@mecielitolindo

Top Tweeters in G10:
@akwyz
@ianmcalvert
@billmew
@fabriziobustama
@drjdrooghaag
@archonsec
@sallyeaves
@1davidclarke
@robmay70
@yuhelenyu