(Cyber Security) OR Cybersecurity, Twitter, 10/26/2021 10:08:22 AM, 264787


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(Cyber Security) OR Cybersecurity_2021-10-25_23-28-00.xlsx
(Cyber Security) OR Cybersecurity_2021-10-25_23-28-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 26, 2021
Short Description:
(Cyber Security) OR Cybersecurity via NodeXL https://bit.ly/3pLHA9A
@cybersec_feeds
@botcybersec
@sectest9
@cybersecurityn8
@shad0wbits
@jobpreference
@cisagov
@jayeshmthakur
@iotcybersec24
@paula_piccard

Top hashtags:
#cybersecurity
#ai
#infosec
#datascience

Description:
Description
The graph represents a network of 4,388 Twitter users whose tweets in the requested range contained "(Cyber Security) OR Cybersecurity", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 26 October 2021 at 06:49 UTC.

The requested start date was Tuesday, 26 October 2021 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 3-day, 1-hour, 12-minute period from Friday, 22 October 2021 at 22:48 UTC to Tuesday, 26 October 2021 at 00:01 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 : 4388
Unique Edges : 3241
Edges With Duplicates : 13397
Total Edges : 16638
Number of Edge Types : 5
Retweet : 5537
MentionsInRetweet : 6497
Tweet : 2804
Mentions : 1668
Replies to : 132
Self-Loops : 2868
Reciprocated Vertex Pair Ratio : 0.0117587770871829
Reciprocated Edge Ratio : 0.0232442304499419
Connected Components : 859
Single-Vertex Connected Components : 427
Maximum Vertices in a Connected Component : 2535
Maximum Edges in a Connected Component : 14022
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.816222
Graph Density : 0.000312880581331393
Modularity : 0.344461
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,388 Twitter users whose tweets in the requested range contained "(Cyber Security) OR Cybersecurity", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 26 October 2021 at 06:49 UTC.

The requested start date was Tuesday, 26 October 2021 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 3-day, 1-hour, 12-minute period from Friday, 22 October 2021 at 22:48 UTC to Tuesday, 26 October 2021 at 00:01 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 : (Cyber Security) OR Cybersecurity
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:
[438] https://jobpreference.com/
[122] https://www.youtube.com/watch?v=mxo9NDgwB7c

[122] https://clubedeautores.com.br/livro/brigando-com-deus-2
[29] https://twinybots.ch/
[26] https://hakin9.org/hackingtool-all-in-one-hacking-tool-for-hackers/
[25] https://redfox.ntrigo.com
[21] https://register.epo.org/application?number=EP18753411&lng=de&tab=doclist
[21] https://www.smh.com.au/politics/federal/new-zealand-could-join-aukus-security-pact-to-boost-cyber-technologies-20211025-p592tr.html
[20] https://www.networkcomputing.com/network-security/pelotons-printers-big-risks-connected-devices
[19] https://www.analyticsinsight.net/top-voice-technology-trends-in-2021-to-give-your-attention-to/

Top URLs in Tweet in G1:
[19] http://www.bradegeland.com/
[16] https://jobpreference.com/
[15] https://twinybots.ch/
[15] https://hakin9.org/hackingtool-all-in-one-hacking-tool-for-hackers/
[12] https://register.epo.org/application?number=EP18753411&lng=de&tab=doclist
[12] http://www.arrakisconsulting.com
[11] https://bfore.ai
[11] https://phishstats.info/
[10] https://hakin9.org/givingstorm-infection-vector-that-bypasses-av-ids-and-ips-for-now/
[10] https://www.cnbc.com/video/2021/10/22/hackers-threaten-the-u-s.html?__source=sharebar|twitter&par=sharebar

Top URLs in Tweet in G2:
[20] https://www.networkcomputing.com/network-security/pelotons-printers-big-risks-connected-devices
[9] https://www.forbes.com/sites/chuckbrooks/2021/10/10/the-security-challenge-of-protecting-smart-cities/?ss=cybersecurity
[5] https://www.zdnet.com/article/cisa-awards-2-million-to-cybersecurity-programs-for-rural-diverse-communities/?utm_source=dlvr.it&utm_medium=twitter#ftag=RSSbaffb68
[4] https://www.sesin.at/
[4] https://www.kmaland.com/
[3] https://venturebeat.com/2021/10/24/googles-future-in-enterprises-hinges-on-strategic-cybersecurity/
[3] https://www.cisa.gov/cybersecurity-awareness-month
[3] https://www.ecommnewsnetwork.com/2021/10/25/parson-faces-calls-to-get-missouri-cybersecurity-commission-going-after-data-breach/
[3] https://www.smh.com.au/politics/federal/new-zealand-could-join-aukus-security-pact-to-boost-cyber-technologies-20211025-p592tr.html
[3] https://nextdefence.com.au/security-consulting/

Top URLs in Tweet in G3:
[24] https://jobpreference.com/
[7] https://twinybots.ch/
[7] https://register.epo.org/application?number=EP18753411&lng=de&tab=doclist
[4] https://www.technawi.net/%d9%83%d9%84-%d9%85%d8%a7-%d8%aa%d8%b1%d9%8a%d8%af-%d9%85%d8%b9%d8%b1%d9%81%d8%aa%d9%87-%d8%ad%d9%88%d9%84-%d8%a7%d9%84%d9%80-vpn-%d9%85%d8%a7-%d9%87%d9%88-%d8%a7%d9%84%d9%80-vpn%d8%9f/
[4] https://flevy.com/browse/flevypro/doc-3132
[3] https://techcrunch.com/2021/09/13/the-past-present-and-future-of-iot-in-physical-security/
[3] https://flex0geek.blogspot.com/2021/10/what-can-i-do-with-open-redirect-with.html
[3] https://www.fierceceo.com/technology/many-employees-know-little-about-cybersecurity-threats?utm_sq=fst7cy21p8&utm_source=twitter&utm_medium=social&utm_campaign=1davidclarke&utm_content=cyber
[2] https://nationalinterest.org/blog/buzz/armys-new-electronic-warfare-stryker-vehicle-will-be-triple-threat-195483
[2] https://httpslink.com/10mchvah

Top URLs in Tweet in G4:
[382] https://jobpreference.com/
[122] https://www.youtube.com/watch?v=mxo9NDgwB7c

[122] https://clubedeautores.com.br/livro/brigando-com-deus-2
[21] https://redfox.ntrigo.com
[16] https://www.analyticsinsight.net/top-voice-technology-trends-in-2021-to-give-your-attention-to/
[13] https://technative.io/why-unsupervised-machine-learning-is-the-future-of-cybersecurity/
[11] https://www.analyticsinsight.net/how-machine-learning-improves-cybersecurity/
[10] https://www.analyticsinsight.net/how-big-data-is-helping-businesses-to-flourish/
[10] https://www.analyticsinsight.net/top-10-robotic-innovations-in-2021/
[10] https://www.technologyreview.com/2021/10/22/1037179/ai-reinventing-computers/?utm_sq=gvohcenty7

Top URLs in Tweet in G5:
[14] https://jobpreference.com/
[5] https://venturebeat.com/2021/10/24/googles-future-in-enterprises-hinges-on-strategic-cybersecurity/#cybersecurity
[4] https://fintechmagazine.com/technology-and-ai/what-impact-digital-transformation-fintech?utm_content=bufferf7d42&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.verdict.co.uk/biggest-influencers-cloud-computing-2/
[3] https://www.csoonline.com/article/3634395/6-zero-trust-myths-and-misconceptions.html
[3] https://www.forbes.com/sites/zakdoffman/2021/10/23/apple-iphone-users-delete-facebook-app-after-new-tracking-warning/
[3] https://www.iotworldtoday.com/2021/09/17/iot-cyberattacks-escalate-in-2021-according-to-kaspersky/?utm_content=bufferc5455&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://fintechmagazine.com/financial-services-finserv/opinion-fraud-fintech-and-definitive-action?utm_content=bufferd4360&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://johannesdrooghaag.com/online-business-bildung-mit-dr-ir-johannes-drooghaag
[2] https://twitter.com/chuckdbrooks/status/1452453770332418048

Top URLs in Tweet in G6:
[3] https://stopransomware.gov/
[3] https://arstechnica.com/information-technology/2021/10/how-hackers-hijacked-thousands-of-high-profile-youtube-accounts/
[2] https://www.cisa.gov/news/2021/10/20/cisa-awards-2-million-bring-cybersecurity-training-rural-communities-and-diverse
[2] https://twinybots.ch/
[2] http://out.faveeo.com/?url=https://www.impactlab.com/2021/10/19/these-are-the-top-10-tech-trends-that-will-shape-the-coming-decade-according-to-mckinsey/&vertical=cybersecurity&family=ai
[2] https://www.govtech.com/blogs/lohrmann-on-cybersecurity/is-burnout-causing-staffing-shortages-or-worse
[1] https://www.cybrary.it/blog/java-programming-jobs/?utm_source=twitter&utm_medium=social&utm_campaign=b2b-resourses
[1] https://www.cybrary.it/catalog/cybrscore/core-impact-vulnerability-scan/?utm_source=twitter&utm_medium=social&utm_campaign=b2b-resourses
[1] https://cybersn.com/cybersecurity-career-center/?utm_content=184095863&utm_medium=social&utm_source=twitter&hss_channel=tw-2822919039
[1] https://www.cisa.gov/news/2021/10/20/cisa-awards-2-million-bring-cybersecurity-training-rural-communities-and-diverse?utm_campaign=wp_the_cybersecurity_202&utm_medium=email&utm_source=newsletter&wpisrc=nl_cybersecurity202

Top URLs in Tweet in G7:
[1] https://register.epo.org/application?number=EP18753411&lng=de&tab=doclist
[1] https://twitter.com/iSecurity/status/1452371846024744962
[1] https://medium.com/@fapro0/how-to-build-a-network-scanning-analysis-platform-part-i-efab6740b740
[1] https://github.com/fofapro/fapro
[1] https://github.com/jonathandata1/pegasus_spyware_detection_utils_ios_aos
[1] https://www.cio.com/article/3637109/it-certification-mistakes-to-avoid.html
[1] https://securityonline.info/pwnspoof-generates-realistic-spoofed-log-files/
[1] https://www.vertexcybersecurity.com.au/

Top URLs in Tweet in G8:
[4] https://twinybots.ch/
[2] https://actnowtraining.wordpress.com/2021/10/25/gdpr-fine-for-charity-e-mail-blunder/
[2] https://blackgirlshack.org/donate/
[1] https://www.linkedin.com/in/jourdanparham/
[1] https://www.instagram.com/accounts/login/
[1] https://twitter.com/girlsecurity_/status/1451684857793458176
[1] https://twitter.com/girlsecurity_/status/1451513671620902918
[1] https://alexandriastech.com/day-3-ssh-and-what-ive-learned
[1] https://www.forbes.com/sites/tonybradley/2021/10/13/applying-the-power-of-deep-learning-to-cybersecurity/
[1] https://www.aspeninstitute.org/videos/building-a-more-inclusive-cyber-future/

Top URLs in Tweet in G9:
[4] http://trib.al/SAS27yf
[3] http://www.bing.com/news/apiclick.aspx?ref=FexRss&aid=&tid=176F82F5D58146E4A3EEA7C42546FFC8&url=https%3a%2f%2fwww.msn.com%2fen-us%2fnews%2fpolitics%2ftop-officials-turn-over-twitter-accounts-to-share-the-mic-with-black-cybersecurity-experts%2far-AAPQaCZ&c=16250728962248691967&mkt=en-us
[2] https://www.microsoft.com/security/blog/2021/10/21/defenders-wanted-building-the-new-cybersecurity-professionals/
[2] https://www.genetec.com/blog/cybersecurity/strengthening-cybersecurity-with-genetec-experts-on-your-side#.YXcxKo8174k.twitter
[2] https://www.weforum.org/agenda/2021/10/digital-transformation-business-resilience-cyber/
[2] https://twitter.com/womenknowcyber/lists/women-in-cybersecurity-1/members
[2] https://www.cuinsight.com/cybersecurity-matters-changing-the-narrative-of-cybersecurity-professionals.html
[2] http://trib.al/AObhGNk
[1] https://soundcloud.com/cybercrimemagazine/humansec-app-security-jim-zuffoletti-safeguard-cyber-christopher-porter-fannie-mae?si=8fc9364fa1154393835530ca0bb685d9
[1] https://www.nytimes.com/2021/10/24/technology/ransomware-emsisoft-blackmatter.html?smid=tw-share

Top Domains
Top Domains in Tweet in Entire Graph:
[438] jobpreference.com
[306] cyberiqs.com
[242] analyticsinsight.net
[194] youtube.com
[148] twitter.com
[132] cybersec24.com
[126] com.br
[114] hackingarticles.in
[80] com.au
[80] linkedin.com

Top Domains in Tweet in G1:
[261] cyberiqs.com
[132] cybersec24.com
[103] hackingarticles.in
[49] hakin9.org
[47] nationalcybersecuritynews.today
[38] zdnet.com
[32] github.com
[30] dlvr.it
[29] bradegeland.com
[27] helpnetsecurity.com

Top Domains in Tweet in G2:
[24] linkedin.com
[20] networkcomputing.com
[18] twitter.com
[17] com.au
[15] zdnet.com
[11] forbes.com
[8] youtube.com
[8] sesin.at
[7] cisa.gov
[7] cvsoci.al

Top Domains in Tweet in G3:
[40] analyticsinsight.net
[30] cyberiqs.com
[24] jobpreference.com
[18] eloqua.com
[16] linkedin.com
[15] twitter.com
[14] helpnetsecurity.com
[14] databreaches.net
[13] forbes.com
[13] bit.ly

Top Domains in Tweet in G4:
[382] jobpreference.com
[182] analyticsinsight.net
[126] youtube.com
[123] com.br
[64] socxo.net
[51] fiverr.com
[44] twitter.com
[35] wmktech.com
[23] forbes.com
[22] techrepublic.com

Top Domains in Tweet in G5:
[14] jobpreference.com
[13] infosecurity-magazine.com
[11] bit.ly
[7] forbes.com
[7] venturebeat.com
[7] zdnet.com
[7] analyticsinsight.net
[7] fintechmagazine.com
[6] datamation.com
[5] cyberiqs.com

Top Domains in Tweet in G6:
[7] cisa.gov
[4] twitter.com
[3] usajobs.gov
[3] stopransomware.gov
[3] faveeo.com
[3] arstechnica.com
[2] cybrary.it
[2] brighttalk.com
[2] usa.gov
[2] twinybots.ch

Top Domains in Tweet in G7:
[2] github.com
[1] epo.org
[1] twitter.com
[1] medium.com
[1] cio.com
[1] securityonline.info
[1] com.au

Top Domains in Tweet in G8:
[6] twitter.com
[4] twinybots.ch
[2] wordpress.com
[2] blackgirlshack.org
[1] linkedin.com
[1] instagram.com
[1] alexandriastech.com
[1] forbes.com
[1] aspeninstitute.org
[1] kdvr.com

Top Domains in Tweet in G9:
[8] trib.al
[5] twitter.com
[5] bing.com
[2] nytimes.com
[2] microsoft.com
[2] genetec.com
[2] weforum.org
[2] thehill.com
[2] cuinsight.com
[1] soundcloud.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4635] cybersecurity
[1389] ai
[1345] infosec
[1017] datascience
[996] machinelearning
[966] 100daysofcode
[918] python
[860] javascript
[727] devops
[634] nodejs



Top Hashtags in Tweet in G1:
[1477] cybersecurity
[846] infosec
[290] malware
[278] infosecurity
[233] ransomware
[228] hacking
[205] cyberattack
[173] cyber
[172] security
[161] cybersecuritynews

Top Hashtags in Tweet in G2:
[179] cybersecurity
[29] becybersmart
[24] security
[20] iot
[19] infosec
[16] cybersecurityawarenessmonth
[12] technology
[12] ransomware
[11] cyber
[8] hacking

Top Hashtags in Tweet in G3:
[655] cybersecurity
[130] infosec
[90] ai
[84] security
[63] artificialintelligence
[57] machinelearning
[42] technology
[39] datascience
[37] python
[37] iot

Top Hashtags in Tweet in G4:
[1320] cybersecurity
[1114] ai
[897] datascience
[867] 100daysofcode
[841] machinelearning
[781] python
[778] javascript
[602] nodejs
[567] devops
[469] artificialintelligence

Top Hashtags in Tweet in G5:
[201] cybersecurity
[76] ai
[58] iot
[46] machinelearning
[40] infosec
[39] artificialintelligence
[36] bigdata
[31] ransomware
[30] datascience
[29] security

Top Hashtags in Tweet in G6:
[47] cybersecurity
[16] becybersmart
[7] infosec
[6] cybersecurityawarenessmonth
[4] cybercareerweek
[4] cyber
[4] cyberweekafrica
[4] sharethemicincyber
[3] publicsafety
[3] ai

Top Hashtags in Tweet in G7:
[96] cybersecurity
[86] infosec
[4] pentesting
[3] redteam
[3] phishing
[3] cobaltstrike
[3] blueteam
[1] saas
[1] pds2
[1] cybersecurityawarenessmonth

Top Hashtags in Tweet in G8:
[49] sharethemicincyber
[28] cybersecurity
[7] blacksincyber
[4] cmmc
[4] bic
[4] jobs
[4] security
[3] cyber
[3] litlikebic
[3] blacksincybersecurity

Top Hashtags in Tweet in G9:
[18] cybersecurity
[7] cybercrime
[5] women
[4] ransomware
[3] leaders
[3] sharethemicincyber
[2] thirdpartyriskindustry
[1] ciso
[1] radio
[1] podcast

Top Words
Top Words in Tweet in Entire Graph:
[4633] #cybersecurity
[1447] cybersecurity
[1389] #ai
[1345] #infosec
[1096] security
[1017] #datascience
[996] #machinelearning
[966] #100daysofcode
[918] #python
[860] #javascript

Top Words in Tweet in G1:
[1476] #cybersecurity
[846] #infosec
[290] #malware
[280] cybersecurity
[278] #infosecurity
[242] iotcybersec24
[240] security
[233] #ransomware
[228] #hacking
[205] #cyberattack

Top Words in Tweet in G2:
[232] cybersecurity
[178] #cybersecurity
[161] security
[133] cyber
[46] learn
[44] more
[41] month
[39] awareness
[36] business
[32] digital

Top Words in Tweet in G3:
[655] #cybersecurity
[130] #infosec
[127] security
[96] khulood_almani
[90] cyber
[90] #ai
[84] #security
[81] cybersecurity
[76] iotcybersec24
[68] more

Top Words in Tweet in G4:
[1320] #cybersecurity
[1114] #ai
[897] #datascience
[867] #100daysofcode
[841] #machinelearning
[781] #python
[778] #javascript
[602] #nodejs
[567] #devops
[469] #artificialintelligence

Top Words in Tweet in G5:
[201] #cybersecurity
[76] #ai
[58] #iot
[46] #machinelearning
[41] 2021
[40] #infosec
[39] #artificialintelligence
[36] #bigdata
[34] cybersecurity
[34] khulood_almani

Top Words in Tweet in G6:
[106] cybersecurity
[47] #cybersecurity
[29] cyber
[29] security
[26] cisagov
[24] awareness
[23] join
[20] one
[20] week
[16] state

Top Words in Tweet in G7:
[96] #cybersecurity
[86] #infosec
[86] shad0wbits
[85] good
[85] visualization
[85] risk
[85] types
[40] daily
[17] others
[8] hack

Top Words in Tweet in G8:
[49] #sharethemicincyber
[46] cybersecurity
[28] #cybersecurity
[27] racheltobac
[26] security
[26] blackgirlshack
[25] cyber
[23] black
[23] thank
[21] day

Top Words in Tweet in G9:
[28] cybersecurity
[23] cyber
[23] 780thc
[21] security
[20] russia
[18] #cybersecurity
[15] government
[14] meet
[14] launched
[14] campaign

Top Words in Tweet in G10:
[150] skills
[76] 10
[75] tundetash
[75] still
[75] top
[75] tech
[75] demand
[75] cloud
[75] amazon
[75] web

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[444] free,charge
[443] need,job
[442] job,sign
[442] sign,middleman
[442] middleman,free
[430] #javascript,#github
[417] cyber,security
[415] #github,#nodejs
[406] #devops,#100daysofcode
[391] #cybersecurity,#devops

Top Word Pairs in Tweet in G1:
[264] #infosec,#infosecurity
[243] #infosecurity,#cybersecurity
[151] #cybersecurity,#infosec
[142] #infosec,#ethicalhacking
[140] #cybersecurity,#threatintel
[140] #malware,#ransomware
[134] #cybersecurity,#cybersecuritytips
[134] #cybersecuritytips,#cybersecuritynews
[133] #cybersecuritynews,#infosec
[116] #threatintel,#threatintelligence

Top Word Pairs in Tweet in G2:
[76] cyber,security
[29] awareness,month
[22] cybersecurity,awareness
[22] learn,more
[20] considering,security
[20] security,implications
[20] implications,increasingly
[20] increasingly,digital
[20] digital,lives
[20] lives,network

Top Word Pairs in Tweet in G3:
[43] #cybersecurity,#infosec
[35] #cybersecurity,#security
[32] cyber,security
[30] #infosec,#infosecurity
[28] #infosecurity,#cybersecurity
[27] free,charge
[26] #infosec,#cybersecurity
[25] need,job
[25] job,sign
[25] sign,middleman

Top Word Pairs in Tweet in G4:
[408] #javascript,#github
[394] #github,#nodejs
[386] #devops,#100daysofcode
[385] need,job
[385] job,sign
[385] sign,middleman
[385] middleman,free
[385] free,charge
[368] #cybersecurity,#devops
[342] #lowcode,#javascript

Top Word Pairs in Tweet in G5:
[15] gt,gt
[14] jobpreference,need
[14] need,job
[14] job,sign
[14] sign,middleman
[14] middleman,free
[14] free,charge
[12] #infosec,#security
[12] #ai,#ml
[12] #artificialintelligence,#ai

Top Word Pairs in Tweet in G6:
[14] state,department
[14] awareness,month
[12] stateinr,state
[12] department,isso
[12] isso,cybersecurity
[12] cybersecurity,analyst
[12] analyst,doug
[12] doug,surette
[12] surette,discusses
[12] discusses,people

Top Word Pairs in Tweet in G7:
[86] #cybersecurity,#infosec
[85] good,visualization
[85] visualization,risk
[85] risk,types
[85] types,#cybersecurity
[84] shad0wbits,good
[8] hack,daily
[8] daily,read
[8] read,daily
[8] daily,learn

Top Word Pairs in Tweet in G8:
[17] black,children
[15] cyber,security
[12] 10,000
[12] 000,build
[12] build,program
[12] program,black
[11] take,action
[11] action,#sharethemicincyber
[11] #sharethemicincyber,blackgirlshack
[11] blackgirlshack,raising

Top Word Pairs in Tweet in G9:
[16] cyber,security
[14] government,corporate
[14] corporate,think
[12] gen,paul
[12] paul,nakasone
[12] nakasone,prioritizing
[12] prioritizing,recruiting
[12] recruiting,cyber
[12] security,professionals
[12] professionals,meet

Top Word Pairs in Tweet in G10:
[75] skills,still
[75] still,top
[75] top,10
[75] 10,tech
[75] tech,skills
[75] skills,demand
[75] demand,cloud
[75] cloud,amazon
[75] amazon,web
[75] web,services

Top Replied-To
Top Replied-To in Entire Graph:
@0xconda
@motorcycle_guy
@johnmoehrke
@cbrownintech
@statedeptspox
@csgspace
@sentinel_co
@incellebecq
@imnotaprototype
@womenofbsv

Top Replied-To in G1:
@cycraft_corp
@securitytube
@microsoft
@snowden

Top Replied-To in G3:
@csgspace
@twitter
@bittrapsec
@iemnews
@edtech_k12
@uvic
@eset

Top Replied-To in G4:
@unkonfined

Top Replied-To in G5:
@robmay70
@sallyeaves

Top Replied-To in G6:
@stateinr

Top Replied-To in G8:
@jeffreyocity
@shehackspurple
@skeletorskelton
@racheltobac

Top Replied-To in G9:
@cybersecuritysf

Top Replied-To in G10:
@dmarinere

Top Mentioned
Top Mentioned in Entire Graph:
@khulood_almani
@jobpreference
@iotcybersec24
@cyberiqs_
@shad0wbits
@kangachancard
@imantovani65
@hakin9
@tundetash
@wmktech

Top Mentioned in G1:
@iotcybersec24
@cyberiqs_
@hakin9
@ptracesecurity
@reach2ratan
@khulood_almani
@hackinarticles
@hitechgurus
@bforeai
@jobpreference

Top Mentioned in G2:
@bestonlinewrit4
@gzunigah
@gilbertfosu14
@oramboston
@physiologyhelp
@dougbrowndba
@tutoring_hub
@juchtervbergen

Top Mentioned in G3:
@khulood_almani
@iotcybersec24
@cyberiqs_
@jobpreference
@deepfriedcyber
@infosecstuff
@boozallen
@hasdid
@forbes
@lanceschukies

Top Mentioned in G4:
@khulood_almani
@jobpreference
@kangachancard
@imantovani65
@wmktech
@boozallen
@paula_piccard
@highgradeessay
@miriamasensi
@mdnurea39816744

Top Mentioned in G5:
@khulood_almani
@antgrasso
@jblefevre60
@infosecuritymag
@jobpreference
@ianljones98
@akwyz
@tylercohenwood
@ipfconline1
@drjdrooghaag

Top Mentioned in G6:
@cisagov
@statedept
@dhsgov
@stateinr
@ireteeh
@secmayorkas
@s
@staysafeonline
@uscert_gov
@senjackyrosen

Top Mentioned in G7:
@shad0wbits
@steiner254
@eazyconnectorg
@ptracesecurity
@vtxsecurity

Top Mentioned in G8:
@blackgirlshack
@racheltobac
@nsa_csdirector
@misstennisha
@alshlon
@talyaparker_co
@girlsecurity_
@skeletorskelton
@sallienewton
@bscottwilson

Top Mentioned in G9:
@780thc
@cybersecuritysf
@thehill
@nytimes
@aabelak
@bigelad
@womenknowcyber
@lauralo
@adlumin
@microsoft

Top Mentioned in G10:
@tundetash

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@alerttrade
@rashidaldosari
@cybersec_feeds
@robinsnewswire
@atthelp
@atviassist
@sgh_rts
@gambiste1
@applesupport

Top Tweeters in G1:
@sectest9
@independent
@evankirstel
@viralvideovlogs
@cybersecurityn8
@it_securitynews
@netsecu
@botcybersec
@regamertron
@ajblackston

Top Tweeters in G2:
@robinsnewswire
@moneyhungrykay
@techjunkiejh
@miragenewscom
@abnewswire
@timeseurope
@7wdata
@mr_insanity97
@mrsyiswhy
@kkzahu

Top Tweeters in G3:
@cybersec_feeds
@theofficialsbi
@business
@optus
@komiska
@stanleyepstein
@techcrunch
@hermesparcels
@sramana
@handelsblatt

Top Tweeters in G4:
@sgh_rts
@xaelbot
@javascriptd
@codedailybot
@aaroncuddeback
@thedeveloperbot
@blazedrts
@stream_caster
@ipythonistabot
@discovertech3

Top Tweeters in G5:
@karrasamelia5
@fintechna
@trippbraden
@nicochan33
@akwyz
@shi4tech
@rwang0
@gvalan
@rldi_lamy
@yvesmulkers

Top Tweeters in G6:
@carrybeyond
@all100senators
@ve10ve
@dollymad1812
@stlhd100
@bangtanourstars
@cartha_of_cfc
@trustingmyvibes
@jeremy13605986
@silentseawolf

Top Tweeters in G7:
@foscraft
@tomiwa_xy
@txster
@dianawaithanji
@thaguynextdoor
@delv_nathan
@pulsbeat
@andrlopez
@dbrgn
@arielgamarra

Top Tweeters in G8:
@blkhwk0ps
@craignewmark
@jodiem
@justthisguy
@kingebu_
@jobinindia
@peacelovenlex
@that_gai_gai
@shehackspurple
@blenster

Top Tweeters in G9:
@thehill
@marthalynneowe1
@arriadna
@nytimes
@snarky_op
@melodyisdestiny
@mrbill_resists
@msnbc
@jwhoopes2
@dkistner

Top Tweeters in G10:
@bolu_ay
@funanyachukwu
@biggie_of_lagos
@akeisaac2
@obbyanuju
@bernardshure
@anjiebm
@cuinpradipta
@teejay0071
@lifeofidris