#CyberResilience, Twitter, 4/12/2019 12:41:21 AM, 193449


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#CyberResilience_2019-04-11_17-28-21.xlsx
#CyberResilience_2019-04-11_17-28-21.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
April 12, 2019
Short Description:
#CyberResilience via NodeXL http://bit.ly/2UPcBKJ
@sectest9
@cyberresscot
@stephanenappo
@thomas_harrer
@katharina_lamsa
@topcybernews
@gurgling_mrd
@topc
@coldevnet
@greenboneen

Top hashtags:
#cyberresilience
#cybersecurity
#scada
#infosec
#cyberscotweek19
#security

Description:
Description
The graph represents a network of 350 Twitter users whose recent tweets contained "#CyberResilience", 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 Friday, 12 April 2019 at 00:35 UTC.

The tweets in the network were tweeted over the 9-day, 13-hour, 8-minute period from Tuesday, 02 April 2019 at 10:30 UTC to Thursday, 11 April 2019 at 23:38 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 : 350
Unique Edges : 588
Edges With Duplicates : 189
Total Edges : 777
Self-Loops : 53
Reciprocated Vertex Pair Ratio : 0.0619621342512909
Reciprocated Edge Ratio : 0.116693679092383
Connected Components : 51
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 177
Maximum Edges in a Connected Component : 561
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.653245
Graph Density : 0.00505116659844454
Modularity : 0.640486
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[12] https://www.technative.io/ten-commandments-for-cyber-resilience-strategy/
[8] https://www.statista.com/chart/17630/artificial-intelligence-use-in-business/
[8] https://cyberscotlandweek.scot/
[5] https://www.out-law.com/en/articles/2019/april/gdpr-better-cyber-resilience-uk/
[4] https://twitter.com/katharina_lamsa/status/1114895821839925248
[4] https://securityboulevard.com/2019/03/the-asynchronous-nature-of-asymmetric-cyberwarfare-success-factors-of-cyberattacks/
[3] https://www.scalable-networks.com/cyber-resilience-%E2%80%93-part-2-%E2%80%93-cyber-resilience-using-network-simulation
[3] https://www.scoop.it/topic/cyber-resilience-leadership/p/4106281755/2019/03/15/is-your-company-ready-for-a-cyberattack?utm_medium=social&utm_source=twitter
[2] https://securityintelligence.com/cyber-resilience-study-incident-response-plans-and-security-automation-set-high-performers-apart/
[2] https://www.cyberscotlandweek.scot/

Top URLs in Tweet in G1:
[11] https://www.technative.io/ten-commandments-for-cyber-resilience-strategy/
[4] https://twitter.com/katharina_lamsa/status/1114895821839925248
[2] https://www.gartner.com/doc/3224717?ref=unauthreader&srcId=1-7251599992&utm_content=buffer50e1d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.technative.io/ten-commandments-for-cyber-resilience-strategy/?utm_content=88469947&utm_medium=social&utm_source=twitter&hss_channel=tw-17392332
[1] https://technative.io/ten-commandments-for-cyber-resilience-strategy/

Top URLs in Tweet in G2:
[8] https://cyberscotlandweek.scot/
[2] https://www.cyberscotlandweek.scot/
[1] https://www.dropbox.com/sh/ece56uxtqoaow2u/AABf3cSE7UnhlvsdYdm-tOsqa?dl=0&preview=Training+Guide+v1.1.pdf
[1] https://www.eiseverywhere.com/ehome/393284?&t=6f0d6d33b301c5c9b0167df5e59fb129
[1] https://twitter.com/CyberResScot/status/1115994132571459585
[1] http://cyberscotlandweek.scot
[1] https://www.cvsfalkirk.org.uk/forth-valley-cyber-resilience-session/
[1] https://twitter.com/PerthCollegeUHI/status/1111237509638430726

Top URLs in Tweet in G3:
[2] https://www.statista.com/chart/17630/artificial-intelligence-use-in-business/
[2] https://www.financedigest.com/why-sustainable-cyber-resilience-matters-in-the-financial-sector.html
[2] https://www.inmarsat.com/service/fleet-secure/
[1] https://twitter.com/BBCTech/status/1113786026168922112
[1] https://www.greenbone.net/en/whitepaper/finance/
[1] https://www.greenbone.net/en/whitepaper/energy/
[1] https://www.instagram.com/p/Bv1be9vBhPm/?utm_source=ig_twitter_share&igshid=5tanjfrovnzl
[1] https://www.inmarsat.com/shipping-making-the-connection-on-cyber-security/
[1] https://lnkd.in/fp9BdVr
[1] https://www.greenbone.net/whitepaper/finanzen/

Top URLs in Tweet in G4:
[3] https://www.scoop.it/topic/cyber-resilience-leadership/p/4106281755/2019/03/15/is-your-company-ready-for-a-cyberattack?utm_medium=social&utm_source=twitter
[2] https://www.weforum.org/agenda/2019/03/hackers-are-causing-blackouts-it-s-time-to-boost-our-cyber-resilience/
[1] https://www.scoop.it/topic/cyber-resilience-leadership

Top URLs in Tweet in G5:
[3] https://www.scalable-networks.com/cyber-resilience-%E2%80%93-part-2-%E2%80%93-cyber-resilience-using-network-simulation
[2] https://www.scalable-networks.com/cyber-resilience-%E2%80%93-part-3-%E2%80%93-simulation-models-assessing-cyber-resilience

Top URLs in Tweet in G7:
[6] https://www.statista.com/chart/17630/artificial-intelligence-use-in-business/
[1] https://www.information-age.com/email-phishing-123481498/
[1] https://www.techuk.org/events/briefing/item/15040-dcms-pitchfest-2019
[1] https://rusi.org/commentary/The_UKs_National_Cyber_Security_Strategy_Beyond_2021_The_International_Dimension#.XKNNAOetTpU.twitter
[1] https://www.lexology.com/library/detail.aspx?g=35a9617b-4d83-4973-be8c-d6c578343eee
[1] https://www.itproportal.com/features/cybersecurity-the-fuel-in-the-engine-of-the-new-digital-business-model/
[1] https://www.civilserviceworld.com/articles/partner_article/pa-consulting/how-financial-services-can-stay-cyber-resilient#.XKRjyhPJKpg.twitter
[1] https://www.forbes.com/sites/ronshevlin/2019/04/08/5-cybersecurity-myths-banks-should-stop-believing/#77820504630d

Top URLs in Tweet in G8:
[1] https://twitter.com/Smithster76/status/1113548770845888512

Top URLs in Tweet in G9:
[1] https://www.zdnet.com/article/security-flaws-in-banking-apps-expose-data-and-source-code/
[1] https://lnkd.in/ee3jAb3
[1] https://lnkd.in/d8PWRxg
[1] https://www.cio-online.com/actualites/lire-bnp-paribas-l-ecroulement-du-si-ne-serait-pas-lie-a-une-cyber-attaque-11085.html
[1] http://r.socialstudio.radian6.com/87f57908-6854-40ab-a317-55745bb8e212
[1] http://r.socialstudio.radian6.com/4a0dcaff-f460-4f53-9e83-efe9671d006f
[1] https://www.technative.io/ten-commandments-for-cyber-resilience-strategy/
[1] https://runsafesecurity.com/blog/3-ways-to-advance-dod-cyber-resilience/?utm_source=brandsocial&utm_medium=Twitter
[1] https://twitter.com/generalifrance/status/1115190396387303425
[1] https://twitter.com/spittwalker/status/1115874846351798273

Top URLs in Tweet in G10:
[4] https://www.out-law.com/en/articles/2019/april/gdpr-better-cyber-resilience-uk/
[2] https://securityintelligence.com/cyber-resilience-study-incident-response-plans-and-security-automation-set-high-performers-apart/
[1] https://twitter.com/thegfce/status/1103682129093971970
[1] https://aeronauticsonline.com/what-airlines-should-do-to-strenghten-cybersecurity/

Top Domains
Top Domains in Tweet in Entire Graph:
[14] twitter.com
[14] technative.io
[11] cyberscotlandweek.scot
[8] statista.com
[6] lnkd.in
[5] radian6.com
[5] co.uk
[5] out-law.com
[5] scalable-networks.com
[4] securityboulevard.com

Top Domains in Tweet in G1:
[13] technative.io
[4] twitter.com
[2] gartner.com

Top Domains in Tweet in G2:
[11] cyberscotlandweek.scot
[2] twitter.com
[1] dropbox.com
[1] eiseverywhere.com
[1] org.uk

Top Domains in Tweet in G3:
[4] greenbone.net
[3] inmarsat.com
[2] statista.com
[2] twitter.com
[2] financedigest.com
[1] instagram.com
[1] lnkd.in

Top Domains in Tweet in G4:
[4] scoop.it
[2] weforum.org

Top Domains in Tweet in G5:
[5] scalable-networks.com

Top Domains in Tweet in G7:
[6] statista.com
[1] information-age.com
[1] techuk.org
[1] rusi.org
[1] lexology.com
[1] itproportal.com
[1] civilserviceworld.com
[1] forbes.com

Top Domains in Tweet in G8:
[1] twitter.com

Top Domains in Tweet in G9:
[2] lnkd.in
[2] radian6.com
[2] twitter.com
[1] zdnet.com
[1] cio-online.com
[1] technative.io
[1] runsafesecurity.com

Top Domains in Tweet in G10:
[4] out-law.com
[2] securityintelligence.com
[1] twitter.com
[1] aeronauticsonline.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[279] cyberresilience
[183] cybersecurity
[35] scada
[30] infosec
[24] cyberscotweek19
[24] security
[20] energy
[16] entreprise
[16] risques
[16] leadership



Top Hashtags in Tweet in G1:
[91] cyberresilience
[87] cybersecurity
[15] infosec
[15] scada
[13] smm
[11] hm19
[11] hm2019
[9] energy
[8] datasecurity
[7] hpe

Top Hashtags in Tweet in G2:
[24] cyberscotweek19
[13] cyberresilience
[7] forthvalley
[5] cybersecurity
[1] cyberawarescotland
[1] skills
[1] digital
[1] tech
[1] fvcyberres
[1] onlinesafety

Top Hashtags in Tweet in G3:
[19] cyberresilience
[15] cybersecurity
[9] cyberattacks
[8] iot
[5] leadership
[5] ai
[5] security
[5] digitalisation
[5] shipping
[5] vulnerabilities

Top Hashtags in Tweet in G4:
[22] cyberresilience
[22] cybersecurity
[17] scada
[9] energy
[5] leadership
[4] infosec
[4] leaders
[4] security
[3] cto
[3] cyberattack

Top Hashtags in Tweet in G5:
[36] cyberresilience
[10] tuesdaytalk

Top Hashtags in Tweet in G6:
[15] entreprise
[15] risques
[1] pme
[1] cyberrésilience
[1] cybersécurité
[1] data

Top Hashtags in Tweet in G7:
[14] cybersecurity
[9] cyberresilience
[7] security
[6] intrusions
[6] ai
[6] application
[6] biz
[6] leadership
[4] infosec
[4] awareness

Top Hashtags in Tweet in G8:
[6] climateresilience
[1] socialresilience
[1] cyberresilience
[1] resilientdistrictdevelopment

Top Hashtags in Tweet in G9:
[8] cyberresilience
[7] cybersecurity
[2] security
[2] cybersécurité
[2] cyberrésilience
[1] financial
[1] cyberattacks
[1] banking
[1] vulnerabilities
[1] dataprotection

Top Hashtags in Tweet in G10:
[9] cyberresilience
[4] cybersecurity
[4] gdpr
[3] thegfce
[3] global
[3] cybercapacitybuilding
[1] resilientsocieties
[1] gfcewgmeeting2019
[1] lookingforward
[1] makingimpact

Top Words
Top Words in Tweet in Entire Graph:
[301] Words in Sentiment List#1: Positive
[79] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[8258] Non-categorized Words
[8638] Total Words
[279] #cyberresilience
[183] #cybersecurity
[131] cyber
[111] resilience
[75] strategy

Top Words in Tweet in G1:
[91] #cyberresilience
[87] #cybersecurity
[71] ten
[71] commandments
[71] cyber
[71] resilience
[71] strategy
[68] stephanenappo
[40] katharina_lamsa
[40] topc

Top Words in Tweet in G2:
[24] #cyberscotweek19
[23] out
[22] coldevnet
[18] cyberresscot
[18] checked
[18] amazing
[18] events
[18] taking
[18] place
[18] ncsc

Top Words in Tweet in G3:
[19] #cyberresilience
[15] #cybersecurity
[11] more
[10] cyber
[9] security
[9] greenboneen
[9] #cyberattacks
[9] 00
[8] #iot
[8] inmarsatglobal

Top Words in Tweet in G4:
[22] #cyberresilience
[22] #cybersecurity
[19] causing
[19] blackouts
[19] time
[19] boost
[19] wef
[17] hackers
[17] frronconi
[17] #scada

Top Words in Tweet in G5:
[36] #cyberresilience
[34] series
[31] netsimem
[25] simulation
[25] part
[23] next
[23] week
[15] network
[14] 3
[14] up

Top Words in Tweet in G6:
[16] face
[16] numériques
[16] pour
[15] #entreprise
[15] à
[15] rescrudescence
[15] des
[15] #risques
[15] 120k
[15] coût

Top Words in Tweet in G7:
[14] #cybersecurity
[9] #cyberresilience
[7] #security
[7] go
[6] detecting
[6] #intrusions
[6] top
[6] #ai
[6] #application
[6] 2018

Top Words in Tweet in G8:
[6] lots
[6] inspiring
[6] resilience
[6] stuff
[6] see
[6] exchange
[6] 100
[6] cities
[6] over
[6] world

Top Words in Tweet in G9:
[8] #cyberresilience
[7] #cybersecurity
[2] #security
[2] today
[2] incident
[2] d'un
[2] #cybersécurité
[2] #cyberrésilience
[2] ten
[2] commandments

Top Words in Tweet in G10:
[9] #cyberresilience
[5] francibosco
[4] #cybersecurity
[4] #gdpr
[4] driven
[4] improved
[4] uk
[4] government
[3] way
[3] #thegfce

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[97] cyber,resilience
[89] #cybersecurity,#cyberresilience
[74] ten,commandments
[73] commandments,cyber
[73] resilience,strategy
[65] #cyberresilience,ten
[50] strategy,stephanenappo
[42] katharina_lamsa,#cybersecurity
[41] stephanenappo,topc
[37] causing,blackouts

Top Word Pairs in Tweet in G1:
[71] ten,commandments
[71] commandments,cyber
[71] cyber,resilience
[71] resilience,strategy
[63] #cybersecurity,#cyberresilience
[63] #cyberresilience,ten
[48] strategy,stephanenappo
[40] katharina_lamsa,#cybersecurity
[40] stephanenappo,topc
[15] hackers,causing

Top Word Pairs in Tweet in G2:
[18] checked,out
[18] out,amazing
[18] amazing,events
[18] events,taking
[18] taking,place
[18] ncsc,coldevnet
[18] coldevnet,skillsdevscot
[9] place,ncsc
[9] place,during
[9] during,#cyberscotweek19

Top Word Pairs in Tweet in G3:
[6] inmarsat,s
[6] read,more
[5] cyber,resilience
[5] s,peterbroadhurst
[5] peterbroadhurst,discusses
[5] discusses,rise
[5] rise,#digitalisation
[5] #digitalisation,adoption
[5] adoption,#iot
[5] #iot,#shipping

Top Word Pairs in Tweet in G4:
[19] causing,blackouts
[19] blackouts,time
[19] time,boost
[17] hackers,causing
[17] boost,#cyberresilience
[17] #cyberresilience,wef
[17] wef,frronconi
[17] frronconi,#cybersecurity
[17] #cybersecurity,#scada
[9] #scada,#energy

Top Word Pairs in Tweet in G5:
[34] #cyberresilience,series
[14] part,3
[13] right,middle
[13] middle,highly
[13] highly,anticipated
[13] anticipated,#cyberresilience
[13] series,coming
[13] coming,up
[13] up,next
[13] next,week

Top Word Pairs in Tweet in G6:
[15] #entreprise,face
[15] face,à
[15] à,rescrudescence
[15] rescrudescence,des
[15] des,#risques
[15] #risques,numériques
[15] numériques,120k
[15] 120k,coût
[15] coût,moyen
[15] moyen,d'un

Top Word Pairs in Tweet in G7:
[6] detecting,#security
[6] #security,#intrusions
[6] #intrusions,top
[6] top,#ai
[6] #ai,#application
[6] #application,2018
[6] 2018,statistacharts
[6] statistacharts,#biz
[6] #biz,#leadership
[6] 24,hours

Top Word Pairs in Tweet in G8:
[6] lots,inspiring
[6] inspiring,resilience
[6] resilience,stuff
[6] stuff,see
[6] see,exchange
[6] exchange,100
[6] 100,cities
[6] cities,over
[6] over,world
[6] world,#climateresilience

Top Word Pairs in Tweet in G9:
[5] #cybersecurity,#cyberresilience
[2] ten,commandments

Top Word Pairs in Tweet in G10:
[4] #gdpr,driven
[4] driven,improved
[4] improved,#cyberresilience
[4] #cyberresilience,uk
[4] uk,government
[3] way,#thegfce
[3] #thegfce,working
[3] working,groups
[3] groups,work
[3] work,#global

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@stephanenappo
@katharina_lamsa
@topc
@wef
@frronconi
@topcybernews
@netsimem
@coldevnet
@cyberresscot
@ncsc

Top Mentioned in G1:
@stephanenappo
@katharina_lamsa
@topc
@topcybernews
@wef
@frronconi
@technative
@spittwalker
@themegatrends
@societealliance

Top Mentioned in G2:
@coldevnet
@cyberresscot
@ncsc
@skillsdevscot
@ellenyscyber
@t
@stirvolunteer
@cvsfalkirk
@cla
@scotgov

Top Mentioned in G3:
@greenboneen
@inmarsatglobal
@peterbroadhurst
@bbctech
@tripleoklawllp
@dirkschrader_
@greenbonenet
@archie_jackson
@wef
@frronconi

Top Mentioned in G4:
@wef
@frronconi
@topcybernews
@thomas_harrer
@corix_jc
@corixpartners
@stephanenappo
@ibm
@ibmsystems

Top Mentioned in G5:
@netsimem

Top Mentioned in G6:
@generalifrance

Top Mentioned in G7:
@statistacharts
@keepnetlabs
@noikeanolife
@tantivyuk
@informationage
@cswnews
@forbes
@thomas_harrer
@wef
@frronconi

Top Mentioned in G8:
@arnoudmolenaar
@100rescities
@resilientrdam
@resilienthague

Top Mentioned in G10:
@francibosco
@thegfce
@wefcybersec
@ibm

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@edinburghwatch
@calcaware
@lesechos
@tendellshow
@vanalich
@forbes
@zdnet
@santchiweb
@rdsweb

Top Tweeters in G1:
@tendellshow
@vanalich
@004nino
@vesperuk
@ipfconline1
@topcybernews
@paula_piccard
@pierrepinna
@rosycoaching
@cleardiff

Top Tweeters in G2:
@edinburghwatch
@robster38
@ministraitor
@gsc1
@scotgov
@pmason00
@skillsdevscot
@kirsties91
@dundeeandangus
@clacksctsi

Top Tweeters in G3:
@sectest9
@cybersecupdate
@iot_technojeder
@bbctech
@inmarsatglobal
@westpointsr
@h_u_m_i_n_t
@fedeweinhold87
@archie_jackson
@isaca_kenya

Top Tweeters in G4:
@wef
@johnsnowai
@gpmt
@erkanayan2013
@corix_jc
@corixpartners
@ibmsystems
@frronconi
@costa_lorenz
@transform_sec

Top Tweeters in G5:
@jscotto
@kncampbell
@amyf_chovanec
@brannersarah
@terrigoggins
@jaclynalevy
@katieve21
@candace_sipos
@shewerneke
@meganjwesley

Top Tweeters in G6:
@garreau75
@ba4chad
@mobillhome28
@generalifrance
@hagardvalerie
@laurentaelion
@enrickciani
@pradouratass
@dcsianuttc
@seguietpaoli

Top Tweeters in G7:
@calcaware
@forbes
@cwindley
@noikeanolife
@jayeshmthakur
@cephalopodluke2
@informationage
@gurgling_mrd
@cswnews
@rottamotta

Top Tweeters in G8:
@precoverylabs
@100rescities
@smithster76
@arnoudmolenaar
@nancodolman
@resilientrdam
@david_j_p
@resilienthague
@gusahsimon

Top Tweeters in G9:
@nirav_88
@stephtweetchat
@nicolasdallem
@accenturepolska
@goancero
@runsafesecurity
@trainingtom
@anne_laurewp
@oon88amanda

Top Tweeters in G10:
@santchiweb
@flueke
@annabelkaye
@francibosco
@cs2nigeria
@ibm
@thegfce
@wefcybersec