(Cyber Security) OR Cybersecurity, Twitter, 9/22/2020 7:08:09 AM, 235672


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(Cyber Security) OR Cybersecurity_2020-09-21_23-25-28.xlsx
(Cyber Security) OR Cybersecurity_2020-09-21_23-25-28.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 22, 2020
Short Description:
(Cyber Security) OR Cybersecurity via NodeXL https://bit.ly/3hSuyzR
@cybersec_feeds
@sayssimonson
@siemens
@8unidentified
@arthurschwartz
@prryan7
@clemson02826539
@attcyber
@scmagazine
@mark3ds

Top hashtags:
#cybersecurity
#infosec
#security
#iot
#ai
#bigdata

Description:
Description
The graph represents a network of 6,337 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, 22 September 2020 at 06:42 UTC.

The requested start date was Tuesday, 22 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 3-day, 0-hour, 29-minute period from Friday, 18 September 2020 at 14:42 UTC to Monday, 21 September 2020 at 15:12 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 : 6337
Unique Edges : 5098
Edges With Duplicates : 12413
Total Edges : 17511
Number of Edge Types : 5
Retweet : 5121
MentionsInRetweet : 6851
Tweet : 2563
Mentions : 2825
Replies to : 151
Self-Loops : 2666
Reciprocated Vertex Pair Ratio : 0.0216310293386375
Reciprocated Edge Ratio : 0.0423460696033098
Connected Components : 1296
Single-Vertex Connected Components : 781
Maximum Vertices in a Connected Component : 3870
Maximum Edges in a Connected Component : 14311
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.603895
Graph Density : 0.000204676160372862
Modularity : 0.430955
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 6,337 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, 22 September 2020 at 06:42 UTC.

The requested start date was Tuesday, 22 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 3-day, 0-hour, 29-minute period from Friday, 18 September 2020 at 14:42 UTC to Monday, 21 September 2020 at 15:12 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:
[64] https://twinybots.ch/
[50] https://cyberstartupobservatory.com/download-observatory-all/
[49] https://www.washingtonexaminer.com/news/senior-biden-campaign-cybersecurity-expert-participated-in-racist-internet-troll-group
[37] https://johannesdrooghaag.com/
[30] https://www.couponed12.com/2020/09/principles-of-cost-benefit-analysis.html
[28] https://www.theverge.com/2020/9/17/21443851/death-ransomware-attack-hospital-germany-cybersecurity
[27] https://www.zdnet.com/article/artificial-intelligence-will-be-used-to-power-cyber-attacks-warn-security-experts/
[27] https://www.forbes.com/sites/louiscolumbus/2020/09/20/the-cybersecurity-threat-no-one-talks-about-is-a-simple-code/
[25] https://twitter.com/sayssimonson/status/1306928085477011457
[22] https://www.forbes.com/sites/forbestechcouncil/2020/09/18/digital-transformation-and-cybersecurity-during-covid-19/

Top URLs in Tweet in G1:
[13] https://twinybots.ch/
[12] https://smallbiztrends.com/2020/09/eset-cloud-administrator.html?utm_source=dlvr.it&utm_medium=twitter
[8] https://www.washingtonexaminer.com/news/senior-biden-campaign-cybersecurity-expert-participated-in-racist-internet-troll-group
[7] https://smallbiztrends.com/2020/09/eset-cloud-administrator.html
[6] https://www.theverge.com/2020/9/17/21443851/death-ransomware-attack-hospital-germany-cybersecurity
[6] https://soundcloud.com/junipernetworks/zeppelin-ransomware-cve-2020-16875-cve-2020-1210-2fa-phishing?utm_source=testing.socialondemand.co.uk&utm_medium=Juniper+Networks+%28Employees%2C+GB%29&utm_campaign=testing.socialondemand.co.uk
[6] https://www.patreon.com/posts/41751769
[4] https://www.arrakisconsulting.com/
[4] https://www.zdnet.com/article/artificial-intelligence-will-be-used-to-power-cyber-attacks-warn-security-experts/
[3] https://www.washingtonpost.com/national-security/cyber-threat-hype-sabotages-policy/2020/09/17/fcaf1ccc-f7bd-11ea-89e3-4b9efa36dc64_story.html

Top URLs in Tweet in G2:
[28] https://www.couponed12.com/2020/09/principles-of-cost-benefit-analysis.html
[17] https://itbrief.com.au/story/accenture-invests-us-3-billion-into-cloud-migration-initiative
[16] https://twinybots.ch/
[13] https://www.eurekalert.org/pub_releases/2020-08/arh-aai082620.php
[12] https://www.redbubble.com/i/baby-onesie/Github-is-My-Hacking-Buddy-On-White-Background-by-clubtee/58030965.P5P5Q?asc=u
[12] https://twitter.com/ezscott
[10] https://www.forbes.com/sites/louiscolumbus/2020/09/20/the-cybersecurity-threat-no-one-talks-about-is-a-simple-code/
[10] https://us17.campaign-archive.com/?u=e3cb8b09ffc9f1d8c791043d4&id=f630d4c181
[10] https://lionbridge.ai/articles/using-natural-language-processing-for-spam-detection-in-emails/
[9] https://sloanreview.mit.edu/article/make-cybersecurity-a-strategic-asset/?social_token=51ff321607686b7b9db21cbe46819d63&utm_source=twitter&utm_medium=social&utm_campaign=sm-direct

Top URLs in Tweet in G3:
[20] http://www.bradegeland.com/
[19] https://twinybots.ch/
[10] https://www.forbes.com/sites/forbestechcouncil/2020/09/18/digital-transformation-and-cybersecurity-during-covid-19/
[6] https://www.rootcon.org/html/recoverymode/talks#recon_pal
[5] https://redteamvillage.io
[5] https://ltauditor.com/splunk/
[4] https://hackersonlineclub.com/peacemaker-threat-detection-to-detects-advanced-malware-forms/
[4] https://www.databreachtoday.com/3-iranian-hackers-charged-targeting-us-satellite-firms-a-15021
[4] https://techwireasia.com/2020/08/how-to-kickstart-a-simple-and-effective-cybersecurity-plan/
[4] https://securityaffairs.co/wordpress/108502/hacking/tutanota-suffers-ddos-attacks.html?utm_source=rss&utm_medium=rss&utm_campaign=tutanota-suffers-ddos-attacks

Top URLs in Tweet in G4:
[35] https://johannesdrooghaag.com/
[13] https://www.zdnet.com/article/artificial-intelligence-will-be-used-to-power-cyber-attacks-warn-security-experts/
[8] https://www.forbes.com/sites/tiriasresearch/2020/09/17/ibm-ai-and-the-battle-for-cybersecurity/#64781205a438
[7] https://www.hackread.com/fbi-arrests-cyber-fraud-prevention-ns8-ceo-fraud/
[7] https://twinybots.ch/
[5] https://www.infosecurity-magazine.com/news/uk-home-office-data-loss-incidents/#.X2i8qDOL678.twitter
[5] https://www.helpnetsecurity.com/2020/09/17/ddos-attacks-rise-in-intensity-sophistication-and-volume/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed:+HelpNetSecurity+(Help+Net+Security)
[5] https://www.eurekalert.org/pub_releases/2020-08/arh-aai082620.php
[4] http://www.helpnet.pro/h12n
[4] https://blog.eccouncil.org/how-to-secure-your-business-with-honeypots/

Top URLs in Tweet in G5:
[5] https://www.washingtonexaminer.com/news/senior-biden-campaign-cybersecurity-expert-participated-in-racist-internet-troll-group
[2] https://www.defense.gov/Explore/News/Article/Article/2351916/dod-works-to-increase-cybersecurity-for-us-allies/#.X2SSVaT6S2k.twitter
[1] https://www.meritalk.com/articles/nakasone-confident-in-election-security-calls-influence-ops-next-great-disruptor/
[1] https://twitter.com/Progrockfarmer/status/1306667369813639175
[1] https://twitter.com/bronzeagemantis/status/1306934210415013888
[1] https://www.washingtonexaminer.com/news/senior-biden-campaign-cybersecurity-expert-participated-in-racist-internet-troll-group?_amp=true&__twitter_impression=true&s=09

Top URLs in Tweet in G6:
[25] https://twitter.com/sayssimonson/status/1306928085477011457
[21] https://www.washingtonexaminer.com/news/senior-biden-campaign-cybersecurity-expert-participated-in-racist-internet-troll-group
[21] https://www.washingtonexaminer.com/news/senior-biden-campaign-cybersecurity-expert-participated-in-racist-internet-troll-group?_amp=true&__twitter_impression=true
[2] https://thehill.com/policy/cybersecurity/517100-officials-say-nasa-facing-increasing-targeting-by-foreign-and-domestic
[2] https://science.house.gov/hearings/cybersecurity-at-nasa-ongoing-challenges-and-emerging-issues-for-increased-telework-during-covid-19
[1] https://securing-digitalization.dc.siemens.com/?spr_cid=120_10&spr_pid=300000065417942&linkId=300000000548302
[1] https://startup.google.com/stories/perimeter-81/
[1] https://thehill.com/policy/cybersecurity/517100-officials-say-nasa-facing-increasing-targeting-by-foreign-and-domestic#.X2ixVVmhMdo.twitter
[1] https://thehill.com/policy/cybersecurity/517043-researchers-discover-six-year-espionage-campaign-targeting-iranian
[1] https://www.washingtonexaminer.com/news/senior-biden-campaign-cybersecurity-expert-participated-in-racist-internet-troll-group?utm_source=smartnews&utm_medium=feed

Top URLs in Tweet in G7:
[43] https://cyberstartupobservatory.com/download-observatory-all/
[11] https://cyberstartupobservatory.com/resources-cyberslide/
[6] https://cyberstartupobservatory.com/cyber-startup-observatory-contact/
[6] https://cyberstartupobservatory.com/cybersecurity-observatory-gcc/
[6] https://cyberstartupobservatory.com/africa-cybersecurity-companies/
[5] https://cyberstartupobservatory.com/finder/
[5] https://cyberstartupobservatory.com/cybersecurity-landscape-slide-israel/
[5] https://cyberstartupobservatory.com/why-the-current-approach-of-managing-cybersecurity-is-failing/
[5] https://cyberstartupobservatory.com/infographics-financial-services/
[5] https://cisa.gov/cybersummit-2020-day-two-leading-digital-transformation

Top URLs in Tweet in G8:
[2] https://thecyberwire.com/podcasts/career-notes/16/notes
[2] https://www.zdnet.com/article/the-ransomware-crisis-is-getting-worse-we-need-to-make-these-four-big-changes/
[2] https://digijaks.com/?v=7516fd43adaa
[1] https://twitter.com/WFXRnews/status/1306692197476163584
[1] https://cybersecurity.att.com/blogs/security-essentials/cyber-safety-tips-for-virtual-events?Source=ESSZsPSPR00gensEM&wtExtndSource=20200921140000_attcyber_TWITTER_Business_N%2FA_Evergreen_N%2FA_APS+%E2%80%93+Cybersecurity_20200921_Organic_Brand_N%2FA_N%2FA_N%2FA_Awareness_No_attcyber_tw_
[1] https://www.scmagazine.com/home/events/risksec-2020/to-boost-diversity-cyber-job-descriptions-and-interviews-may-need-to-evolve/
[1] https://www.zdnet.com/article/fbi-says-credential-stuffing-attacks-are-behind-some-recent-bank-hacks/
[1] https://twitter.com/SaysSimonson/status/1306928085477011457
[1] https://twitter.com/SCMagazine/status/1308017392912605186
[1] https://www.risksecconference.com/risksec-2020/agenda

Top URLs in Tweet in G9:
[4] https://www.thehindu.com/news/national/karnataka/cii-meet-on-cyber-security-iot-in-mysuru-tomorrow/article30323321.ece/amp/?__twitter_impression=true
[2] https://www.thehindu.com/news/national/karnataka/cii-meet-on-cyber-security-iot-in-mysuru-tomorrow/article30323321.ece
[1] https://www.sire.co.uk/the-uk-is-one-of-the-top-targets-for-cyberattacks/
[1] https://www.forbes.com/sites/louiscolumbus/2020/09/20/the-cybersecurity-threat-no-one-talks-about-is-a-simple-code/amp/?__twitter_impression=true
[1] https://www.techradar.com/news/hackers-have-revived-a-decade-old-microsoft-office-exploit-and-theyre-having-a-field-day
[1] https://www.entrepreneur.com/article/356431
[1] https://www.zdnet.com/google-amp/article/iranian-hacker-group-developed-android-malware-to-steal-2fa-sms-codes/?__twitter_impression=true
[1] https://www.smartcitiesworld.net/opinions/smart-cities-could-save-the-world--until-theres-a-cybersecurity-emergency
[1] https://www.wired.com/story/single-sign-on-facebook-google-apple/?mbid=social_tw_backchannel&utm_brand=wired&utm_medium=social&utm_social-type=owned&utm_source=twitter
[1] https://www.wavedirect.net/blog/safely-using-public-wifi?ref=quuu

Top URLs in Tweet in G10:
[15] https://new.sbcdemoday.com/
[4] https://www.theverge.com/2020/9/17/21443851/death-ransomware-attack-hospital-germany-cybersecurity
[2] https://hackernoon.com/how-hackers-use-online-job-postings-to-infiltrate-organizations-661v3t3k
[2] https://www.forbes.com/sites/forbestechcouncil/2020/09/18/digital-transformation-and-cybersecurity-during-covid-19/
[2] https://www.eventbrite.ca/e/gmg-virtual-forum-cybersecurity-tickets-118554819657
[2] https://www.kaspersky.de/blog/cybersecurity-automotive/25141/?utm_source=twitter&utm_medium=social&utm_campaign=dach_kdaily_mr0089&utm_content=sm-post&utm_term=dach_twitter_organic_rrcgf2mxx89qgxw
[2] https://www.youtube.com/c/CharteredInstituteofInformationSecurity/
[2] https://www.packagingdigest.com/ecommercesupply-chain/packaging-changing-so-are-security-threats
[2] https://skyepoint.com/staying-compliant-in-times-of-necessity/
[2] https://krebsonsecurity.com/2020/09/due-diligence-that-money-cant-buy/?utm_content=139995667&utm_medium=social&utm_source=twitter&hss_channel=tw-2902218818

Top Domains
Top Domains in Tweet in Entire Graph:
[214] twitter.com
[210] cyberstartupobservatory.com
[177] forbes.com
[141] linkedin.com
[98] zdnet.com
[79] washingtonexaminer.com
[78] bit.ly
[76] youtube.com
[76] co.uk
[64] twinybots.ch

Top Domains in Tweet in G1:
[55] linkedin.com
[29] twitter.com
[19] smallbiztrends.com
[18] zdnet.com
[17] forbes.com
[17] soundcloud.com
[16] co.uk
[16] dy.si
[13] twinybots.ch
[13] youtube.com

Top Domains in Tweet in G2:
[41] forbes.com
[40] twitter.com
[31] darkreading.com
[28] couponed12.com
[27] medium.com
[27] co.uk
[27] com.au
[27] turkhackteam.org
[27] redbubble.com
[25] helpnetsecurity.com

Top Domains in Tweet in G3:
[38] forbes.com
[31] twitter.com
[30] bradegeland.com
[22] bit.ly
[19] twinybots.ch
[15] zdnet.com
[14] linkedin.com
[13] medium.com
[12] bleepingcomputer.com
[11] databreachtoday.com

Top Domains in Tweet in G4:
[37] forbes.com
[36] johannesdrooghaag.com
[27] zdnet.com
[19] helpnetsecurity.com
[16] infosecurity-magazine.com
[12] csoonline.com
[10] co.uk
[10] eccouncil.org
[8] hackread.com
[7] twinybots.ch

Top Domains in Tweet in G5:
[6] washingtonexaminer.com
[2] defense.gov
[2] twitter.com
[1] meritalk.com

Top Domains in Tweet in G6:
[43] washingtonexaminer.com
[29] twitter.com
[4] thehill.com
[4] house.gov
[1] siemens.com
[1] google.com
[1] dailydot.com
[1] msn.com
[1] facebook.com
[1] com.au

Top Domains in Tweet in G7:
[176] cyberstartupobservatory.com
[26] hakin9.org
[16] cisa.gov
[13] linkedin.com
[13] hackers-arise.com
[8] youtube.com
[7] it-daily.net
[6] cyberreport.io
[4] medium.com
[3] machinelearningafrica.com

Top Domains in Tweet in G8:
[3] twitter.com
[3] zdnet.com
[2] thecyberwire.com
[2] digijaks.com
[1] att.com
[1] scmagazine.com
[1] risksecconference.com
[1] edtechmagazine.com
[1] wfxrtv.com
[1] trtworld.com

Top Domains in Tweet in G9:
[6] thehindu.com
[2] twitter.com
[1] co.uk
[1] forbes.com
[1] techradar.com
[1] entrepreneur.com
[1] zdnet.com
[1] smartcitiesworld.net
[1] wired.com
[1] wavedirect.net

Top Domains in Tweet in G10:
[16] sbcdemoday.com
[8] youtube.com
[4] hostnoc.com
[4] theverge.com
[4] kaspersky.de
[3] kaspersky.com
[2] immersivelabs.com
[2] bit.ly
[2] hackernoon.com
[2] lnkd.in

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4143] cybersecurity
[993] infosec
[698] security
[404] iot
[390] ai
[340] bigdata
[299] machinelearning
[276] python
[274] ransomware
[271] artificialintelligence



Top Hashtags in Tweet in G1:
[406] cybersecurity
[56] infosec
[54] security
[24] ransomware
[22] cyber
[20] cybercrime
[16] cyberattack
[14] ai
[13] databreach
[13] it

Top Hashtags in Tweet in G2:
[1258] cybersecurity
[393] infosec
[313] security
[283] bigdata
[272] iot
[248] machinelearning
[234] python
[228] ai
[198] artificialintelligence
[192] datascience

Top Hashtags in Tweet in G3:
[915] cybersecurity
[208] infosec
[125] security
[52] ai
[48] iot
[40] covid19
[39] technology
[33] cybercrime
[33] malware
[32] ransomware

Top Hashtags in Tweet in G4:
[336] cybersecurity
[47] security
[43] ai
[36] infosec
[28] leadership
[27] education
[26] agile
[25] iot
[24] artificialintelligence
[22] cyberattacks

Top Hashtags in Tweet in G5:
[1] cybersecurity
[1] cyber
[1] maga
[1] maga2020
[1] ccot
[1] teaparty

Top Hashtags in Tweet in G6:
[9] cybersecurity
[5] digital
[3] connectivity
[3] jackiesingh
[3] joebiden
[2] covid19
[1] partnership
[1] startups
[1] startuplife
[1] infosec

Top Hashtags in Tweet in G7:
[239] cybersecurity
[134] infosec
[59] informationsecurity
[41] hacking
[35] pentesting
[33] hackers
[29] programming
[21] opensource
[20] pentest
[18] cyberwarrior

Top Hashtags in Tweet in G8:
[14] cybersecurity
[3] careernotes
[3] infosec
[2] ransomware
[2] zdnet
[2] k12school
[2] infographic
[1] guestblog
[1] financialservices
[1] risksec

Top Hashtags in Tweet in G9:
[40] cybersecurity
[11] digitalsecurity
[7] infosec
[2] qr
[2] smartcities
[2] sunainaholey
[2] drgpradhan
[2] gauravpradhan
[1] dgp
[1] zerologon

Top Hashtags in Tweet in G10:
[73] cybersecurity
[11] security
[10] howpreparedareyou
[6] cyberattacks
[5] ransomware
[5] iot
[5] apps4digitalpeace
[5] cyberrisk
[5] technology
[4] artificialintelligence

Top Words
Top Words in Tweet in Entire Graph:
[4143] #cybersecurity
[1568] security
[1456] cybersecurity
[1362] cyber
[993] #infosec
[698] #security
[570] more
[492] biden
[477] campaign
[465] senior

Top Words in Tweet in G1:
[406] #cybersecurity
[269] security
[262] cybersecurity
[219] cyber
[90] more
[71] 2020
[57] business
[56] #infosec
[56] ransomware
[55] learn

Top Words in Tweet in G2:
[1258] #cybersecurity
[393] #infosec
[326] gt
[313] #security
[283] #bigdata
[272] #iot
[248] security
[248] #machinelearning
[234] #python
[228] #ai

Top Words in Tweet in G3:
[915] #cybersecurity
[229] security
[208] #infosec
[125] #security
[119] cyber
[99] data
[92] cybersecurity
[88] more
[57] 2020
[55] attacks

Top Words in Tweet in G4:
[336] #cybersecurity
[96] security
[94] drjdrooghaag
[70] cyber
[56] cybersecurity
[47] #security
[43] #ai
[41] attacks
[39] experts
[36] #infosec

Top Words in Tweet in G5:
[321] biden
[314] campaign
[310] senior
[309] member
[305] advisor
[305] organization
[305] called
[305] gay
[305] association
[303] arthurschwartz

Top Words in Tweet in G6:
[138] biden
[122] troll
[120] cyber
[117] security
[99] campaign
[75] group
[74] senior
[67] hacking
[64] sayssimonson
[63] years

Top Words in Tweet in G7:
[239] #cybersecurity
[139] cyber
[134] #infosec
[98] cybersecurity
[74] information
[73] further
[59] #informationsecurity
[56] topics
[51] cisagov
[46] innovation

Top Words in Tweet in G8:
[96] cybersecurity
[92] school
[89] more
[87] need
[87] guidelines
[87] best
[86] systems
[86] usedgov
[86] develop
[86] practices

Top Words in Tweet in G9:
[98] officeofdgp
[63] read
[63] pix
[62] saw
[62] comment
[62] shared
[62] white
[62] paper
[62] launch
[62] photoshopped

Top Words in Tweet in G10:
[73] #cybersecurity
[43] cybersecurity
[39] live
[17] eset
[17] fintech
[16] 2020
[16] join
[16] stream
[14] kaspersky
[14] part

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[673] cyber,security
[411] biden,campaign
[404] senior,biden
[335] #cybersecurity,#infosec
[331] gay,association
[327] association,america
[321] america,once
[316] called,gay
[315] campaign,advisor
[315] organization,called

Top Word Pairs in Tweet in G1:
[135] cyber,security
[34] cve,2020
[30] #cybersecurity,#infosec
[25] learn,more
[23] small,business
[21] eset,launches
[21] launches,cyber
[21] security,products
[21] products,bundle
[21] bundle,small

Top Word Pairs in Tweet in G2:
[145] #machinelearning,#bigdata
[142] #bigdata,#analytics
[135] gt,gt
[126] #cybersecurity,#security
[122] #python,#rstats
[108] #artificialintelligence,#machinelearning
[97] #analytics,#datascience
[72] cyber,security
[72] #datascience,#iot
[65] #cybersecurity,#infosec

Top Word Pairs in Tweet in G3:
[84] #cybersecurity,#infosec
[52] #infosec,#cybersecurity
[41] #infosec,#security
[37] #cybersecurity,#security
[34] cyber,security
[22] covid,19
[20] #pmp,#ppm
[20] #ppm,#projectmanager
[19] gt,gt
[19] #projectmanager,#agile

Top Word Pairs in Tweet in G4:
[42] cyber,security
[24] #cybersecurity,#security
[24] let's,connect
[24] connect,join
[24] join,fast
[24] fast,growing
[24] growing,network
[24] network,news
[24] news,updates
[24] updates,opinions

Top Word Pairs in Tweet in G5:
[314] biden,campaign
[310] senior,biden
[305] campaign,advisor
[305] advisor,member
[305] member,organization
[305] organization,called
[305] called,gay
[305] gay,association
[298] association,america
[298] america,once

Top Word Pairs in Tweet in G6:
[114] cyber,security
[72] senior,biden
[69] biden,campaign
[62] hacking,group
[60] biden,cyber
[60] security,staffer
[60] staffer,spent
[60] spent,years
[60] years,affiliated
[60] affiliated,online

Top Word Pairs in Tweet in G7:
[74] #cybersecurity,#infosec
[68] further,information
[59] information,cyber
[56] cyber,topics
[54] #infosec,#informationsecurity
[46] topics,innovation
[40] innovation,#cybersecurity
[31] #hacking,#hackers
[30] press,quality
[30] #infosec,#hacking

Top Word Pairs in Tweet in G8:
[86] need,more
[86] more,cybersecurity
[86] cybersecurity,school
[86] school,systems
[86] systems,usedgov
[86] usedgov,develop
[86] develop,guidelines
[86] guidelines,best
[86] best,practices
[86] practices,12

Top Word Pairs in Tweet in G9:
[62] saw,comment
[62] comment,pix
[62] pix,shared
[62] shared,white
[62] white,paper
[62] paper,launch
[62] launch,photoshopped
[62] photoshopped,kindly
[62] kindly,read
[62] read,carefully

Top Word Pairs in Tweet in G10:
[16] live,stream
[14] fintech,cybersecurity
[14] watch,live
[12] demo,day
[10] cybersecurity,2020
[10] 2020,demo
[9] #howpreparedareyou,#cybersecurity
[9] live,fintech
[8] part,webinar
[8] webinar,series

Top Replied-To
Top Replied-To in Entire Graph:
@cyberdefensemag
@realdonaldtrump
@officeofdgp
@joebiden
@pratul0507
@nicoleperlroth
@cybergovau
@cdnfp
@entrepreneur
@optiv

Top Replied-To in G1:
@ironcapcyber
@addresswatch
@slammllc

Top Replied-To in G2:
@angelicagallegs
@digitalshadows
@iheartradio
@cyberconnecting
@cioamaro
@cloudpreacher

Top Replied-To in G3:
@cybergovau
@cdnfp
@nspector4
@securitytube
@tccphysicalsec
@justintrudeau
@ep_justice

Top Replied-To in G4:
@darioandriani
@drsharwood
@nist

Top Replied-To in G5:
@kamalaharris

Top Replied-To in G6:
@joebiden
@google
@housescience
@0x49fa98
@redsteeze

Top Replied-To in G7:
@playboy_bns
@oxpel1
@cyber

Top Replied-To in G9:
@officeofdgp
@pratul0507
@sattalok
@ranjanjayanthi
@krantikari_azad
@dhavalbheda

Top Replied-To in G10:
@entrepreneur
@symantec
@thehackersnews
@wired
@evotektweets

Top Mentioned
Top Mentioned in Entire Graph:
@arthurschwartz
@drjdrooghaag
@paula_piccard
@officeofdgp
@fisheyebox
@pinakilaskar
@usedgov
@markwarner
@cisagov
@timcast

Top Mentioned in G1:
@contactpersona1
@cyberpolls
@minisharma018
@write_jobs
@writerjobsnow
@accessitgroup
@phishinghunters
@itsrajdeepdas
@invoiceberry

Top Mentioned in G2:
@fisheyebox
@paula_piccard
@pinakilaskar
@corix_jc
@coding_monkeys
@nrjunejo
@corixpartners
@fisher85m
@antgrasso
@keepnetlabs

Top Mentioned in G3:
@gartner_inc
@jamesvgingerich
@fisher85m
@4ng3n01r3
@paula_piccard
@drjdrooghaag
@begeland
@regtaccelerator
@corixpartners
@antgrasso

Top Mentioned in G4:
@drjdrooghaag
@avrohomg
@fabriziobustama
@robmay70
@archonsec
@mclynd
@cybersecboardrm
@digitalcloudgal
@gvalan
@victoryabro

Top Mentioned in G5:
@arthurschwartz
@hnijohnmiller
@780thc
@kamalaharris
@cthagod

Top Mentioned in G6:
@sayssimonson
@stillgray
@joebiden
@redsteeze
@thehill
@henryrodgersdc
@bronzeagemantis
@siemens
@arthurschwartz
@nasa

Top Mentioned in G7:
@cisagov
@cyberstartupobs
@jmonteagudoe
@three_cube
@cyber
@hakin9
@maiteortegacso
@analyst_infosec
@hak_to_
@uscert_gov

Top Mentioned in G8:
@usedgov
@markwarner
@scmagazine
@thecyberwire
@mruiz12
@derekdoestech
@attcyber
@wfxrnews
@elisugarman
@vickerysec

Top Mentioned in G9:
@officeofdgp
@8pmgyan
@patrakari
@kennethholley
@drgpradhan
@gpflive
@1asutoshmohanty
@cybernews_com
@rubyruprai
@priyanjali1604

Top Mentioned in G10:
@kaspersky
@eset
@cisco
@sbootcamp
@ahp4esd
@cioonline
@avgfree
@bitdefender
@fton_chamber

Top Tweeters
Top Tweeters in Entire Graph:
@informacija
@missb62
@sectest9
@easy_branches
@huskorkut
@monicasloves
@ejlazar
@marionspekker
@chidambara09
@cybersec_feeds

Top Tweeters in G1:
@techl0g
@it_securitynews
@intellegojobs
@guaripetesol
@teamyunnoh
@mtnbvan
@kervcristo
@jenniferkruse
@cryptow1re
@live_hindustan

Top Tweeters in G2:
@informacija
@sectest9
@huskorkut
@monicasloves
@ejlazar
@marionspekker
@chidambara09
@mhall55nine
@aaroncuddeback
@deejayiwan

Top Tweeters in G3:
@cybersec_feeds
@indiatvnews
@globeandmail
@netsecu
@nytimes
@nationalpost
@torontostar
@techjunkiejh
@kas_stoner
@nspector4

Top Tweeters in G4:
@evankirstel
@lorimoreno
@itknowingness
@rvp
@codedailybot
@rt_himachal
@richsimmondsza
@economictimes
@amazingchevvolt
@nicochan33

Top Tweeters in G5:
@debrammason1
@shoutgracegrace
@mikedesai
@_yvonneburton
@schwingcat
@gracecourtwrig3
@bamaperry
@jali_cat
@vmpcott
@sevans1375

Top Tweeters in G6:
@thehill
@rpmsports18
@dcexaminer
@nancyl367
@dgaliger2
@blackirishi
@s_soteria
@stillgray
@jewhaditm
@sharonzobeck

Top Tweeters in G7:
@tinamorphis
@evanderburg
@avonan
@k163t
@dariosailor86
@bexxmodd
@ericgeller
@melodyisdestiny
@rralstonagile
@silentseawolf

Top Tweeters in G8:
@inspiteoftrump
@maryalicebisho2
@lllwry
@lehigh389
@noybsk2017
@karolcummins
@kimpy123
@all100senators
@the_lady_red
@katherineislay

Top Tweeters in G9:
@parthpa07241800
@chandbrajesh
@puravapakash
@a31x64vijay
@shaileshmishra
@pandaramvijayn1
@rpandya72
@manishupreti9
@binugazi
@sanjeevarora64

Top Tweeters in G10:
@ottlegalrebels
@inc
@entrepreneur
@zaheenhafzer
@ennomnom
@jeffespo
@harvardbiz
@cephalopodluke2
@reynald93063819
@lynngr


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