(Cyber Security) OR Cybersecurity, Twitter, 9/21/2021 11:24:37 AM, 262552


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(Cyber Security) OR Cybersecurity_2021-09-20_23-28-00.xlsx
(Cyber Security) OR Cybersecurity_2021-09-20_23-28-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 21, 2021
Short Description:
(Cyber Security) OR Cybersecurity via NodeXL https://bit.ly/3zsqlvr
@cybersec_feeds
@botcybersec
@sectest9
@cybersecurityn8
@ritwick_dadhich
@paula_piccard
@538355
@ireteeh
@rsi
@cisagov

Top hashtags:
#cybersecurity
#ai
#datascience
#100daysofcode
#javascript

Description:
Description
The graph represents a network of 3,584 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, 21 September 2021 at 06:42 UTC.

The requested start date was Tuesday, 21 September 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 2-day, 1-hour, 11-minute period from Saturday, 18 September 2021 at 22:49 UTC to Tuesday, 21 September 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 : 3584
Unique Edges : 2778
Edges With Duplicates : 14159
Total Edges : 16937
Number of Edge Types : 5
Mentions : 1401
Retweet : 6095
MentionsInRetweet : 7323
Tweet : 1977
Replies to : 141
Self-Loops : 2056
Reciprocated Vertex Pair Ratio : 0.0101026830076184
Reciprocated Edge Ratio : 0.0200032792261026
Connected Components : 569
Single-Vertex Connected Components : 292
Maximum Vertices in a Connected Component : 1969
Maximum Edges in a Connected Component : 14376
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.128688
Graph Density : 0.000474945551413421
Modularity : 0.311785
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,584 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, 21 September 2021 at 06:42 UTC.

The requested start date was Tuesday, 21 September 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 2-day, 1-hour, 11-minute period from Saturday, 18 September 2021 at 22:49 UTC to Tuesday, 21 September 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:
[68] https://twinybots.ch/
[25] https://www.youtube.com/watch?v=hBlwJ-BmaqA&feature=youtu.be

[19] https://www.youtube.com/watch?v=2I4b9rD19nY&feature=youtu.be

[17] https://news.mit.edu/2021/heng-yang-self-driving-cars-0916?utm_sq=guksd8lsx6
[17] https://abacus.ai/
[16] https://www.dig-in.com/opinion/cybersecurity-insurance-verification-in-digital-pandemic-age?utm_content=bufferd5eed&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[16] https://krebsonsecurity.com/2021/09/does-your-organization-have-a-security-txt-file/
[16] https://bdtechtalks.com/2021/09/20/myth-of-artificial-intelligence-erik-larson/?utm_sq=gunm36ucq2
[15] https://www.inc.com/amrita-khalid/protect-data-cyber-attacks-small.html
[15] https://www.information-age.com/understanding-journey-of-breached-customer-data-123496905/?utm_sq=guks8ch5q8

Top URLs in Tweet in G1:
[52] https://twinybots.ch/
[19] https://www.youtube.com/watch?v=2I4b9rD19nY&feature=youtu.be

[14] https://www.dbdigest.com/2021/09/ransomware-operator-claims-week-37-2021.html
[12] https://phishstats.info/
[10] https://www.bankinfosecurity.com/chinese-apt-data-harvesting-campaign-analyzed-a-17581
[10] https://www.dig-in.com/opinion/cybersecurity-insurance-verification-in-digital-pandemic-age?utm_content=bufferd5eed&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[10] https://krebsonsecurity.com/2021/09/does-your-organization-have-a-security-txt-file/
[10] https://forms.gle/MiKgPZAwW77GJCjP6
[9] https://cyberiqs.com/inlineexecute-assembly-a-poc-beacon-object-file-bof-that-allows-security-professionals-to-perform-in-process-net-assembly-execution/
[9] https://pentestmag.com/a-security-reminder-containers-talk-to-each-other-and-other-endpoints/

Top URLs in Tweet in G2:
[22] https://www.youtube.com/watch?v=hBlwJ-BmaqA&feature=youtu.be

[17] https://abacus.ai/
[15] https://news.mit.edu/2021/heng-yang-self-driving-cars-0916?utm_sq=guksd8lsx6
[15] https://www.analyticsinsight.net/how-does-quora-use-artificial-intelligence-and-machine-learning/
[13] https://twinybots.ch/
[13] https://www.businessinsider.com/dei-ai-data-increase-diversity-inclusion-at-work-2021-9?utm_sq=guiwpbbmg2
[13] https://bdtechtalks.com/2021/09/20/myth-of-artificial-intelligence-erik-larson/?utm_sq=gunm36ucq2
[13] https://www.analyticsinsight.net/a-quick-look-at-smart-home-technology-and-its-advantages/
[13] https://t.ly/yyxb
[12] https://www.jadirectives.com/best-it-certifications-online-training/

Top URLs in Tweet in G3:
[14] https://www.inc.com/amrita-khalid/protect-data-cyber-attacks-small.html
[4] https://thehill.com/policy/cybersecurity/573082-agriculture-group-new-cooperative-hit-by-ransomware-attack
[3] https://nationalinterest.org/blog/reboot/cybersecurity-requires-%E2%80%9Czero-trust%E2%80%9D-mindset-193882
[3] https://www.bleepingcomputer.com/news/security/new-elon-musk-club-crypto-giveaway-scam-promoted-via-email/
[3] https://nextdefence.com.au/security-consulting/
[3] https://www.sesin.at/
[2] https://www.blackenterprise.com/father-of-four-becomes-six-figure-cybersecurity-expert-by-age-27-without-a-degree/
[2] https://www.mmh.com/article/talking_supply_chain_podcast_its_time_to_get_real_about_cybersecurity
[2] https://www.geekwire.com/2021/ambassadors-norway-finland-forge-ties-seattle-offer-glimmer-hope-cybersecurity/
[2] https://www.accenture.com/us-en/insights/security/technology-trends-2021?c=acn_glb_security-fy22-fsprinklradvocac_12362303&n=smc_0921

Top URLs in Tweet in G4:
[5] https://www.cioinsight.com/infrastructure/edge-computing-companies/
[5] https://www.nny360.com/artsandlife/autofeatures/it-s-easier-for-your-car-to-be-hacked-than-you-think/article_581ea483-3f2a-5ea8-8285-ef8a27826e09.html?utm_content=buffereba02&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.reuters.com/technology/iowa-farm-services-company-reports-cybersecurity-incident-2021-09-20/?taid=6148f66ba5c42200013c5e54&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.weforum.org/agenda/2021/09/tech-for-good-what-are-the-challenges-in-making-technology-more-sustainable-sdgs-4g-5g-cybersecurity-data-privacy-e-waste/
[3] https://cybersecurity.iiotday.com/?utm_source=IIoTWorldSocialMedia
[3] https://securityintelligence.com/articles/quantum-security-artificial-intelligence-future-together/
[3] https://www.biometricupdate.com/202109/eye-movement-as-a-biometric-identifier-progresses-with-new-research-market-growing
[3] https://analyticsindiamag.com/ai-and-lightning-network-2/
[3] https://thecyphere.com/blog/healthcare-cybersecurity-threats/
[2] https://www.crn.com/news/channel-programs/cloud-security-top-midmarket-it-spending-survey

Top URLs in Tweet in G5:
[1] https://thehill.com/opinion/judiciary/572861-clinton-lawyers-indictment-reveals-bag-of-tricks

Top URLs in Tweet in G6:
[1] https://thehill.com/opinion/judiciary/572861-clinton-lawyers-indictment-reveals-bag-of-tricks
[1] https://www.huffpost.com/entry/michael-sussmann-russia-trump-indictment-fbi_n_6143a3ace4b0b6160546ed9e?b89

Top URLs in Tweet in G7:
[4] http://www.bing.com/news/apiclick.aspx?ref=FexRss&aid=&tid=8DD8D968E6E643AF80F45D6B98F3C8C9&url=https%3a%2f%2fwww.digitaljournal.com%2ftech-science%2fcybersecurity-insight-into-apples-latest-vulnerability%2farticle&c=3423757277435167082&mkt=en-us
[4] https://www.hackers-arise.com/cryptography-basics
[2] http://www.bing.com/news/apiclick.aspx?ref=FexRss&aid=&tid=63276C1B7DE04ADE83C408263825D98B&url=https%3a%2f%2fwww.forbes.com%2fsites%2fforbestechcouncil%2f2021%2f09%2f17%2fcritical-infrastructure-providers-need-to-shape-up-and-focus-on-cybersecurity%2f&c=3695408821841490973&mkt=en-us
[2] http://www.bing.com/news/apiclick.aspx?ref=FexRss&aid=&tid=2872A11633954FB28A27827A11B6407B&url=https%3a%2f%2fwww.msn.com%2fen-ae%2fmoney%2fnews%2fhere-s-why-mssps-are-the-need-of-the-hour-in-today-s-cybersecurity-environment%2far-AAOBAF3&c=10364901629565111324&mkt=en-us
[2] http://www.bing.com/news/apiclick.aspx?ref=FexRss&aid=&tid=E97A1EDF68DE4BDFA6111ACC52404C73&url=https%3a%2f%2fwww.naturalgasintel.com%2fnatural-gas-pipelines-not-at-the-forefront-of-cybersecurity-experts-warn%2f&c=17638907604706003177&mkt=en-us
[2] http://www.bing.com/news/apiclick.aspx?ref=FexRss&aid=&tid=1B8A24E32612432DBCFBB7BBE34BFD8F&url=https%3a%2f%2fthefrontierpost.com%2frussia-us-cybersecurity-dialogue-producing-tangible-results-envoy%2f&c=2028394909909018284&mkt=en-us
[2] http://www.bing.com/news/apiclick.aspx?ref=FexRss&aid=&tid=EA9D26EF60A8414C84152EC0D223830D&url=https%3a%2f%2fwww.itnews.com.au%2fnews%2fbendigo-and-adelaide-bank-revamps-cyber-security-awareness-training-569810&c=15776503979358139187&mkt=en-us
[2] http://www.bing.com/news/apiclick.aspx?ref=FexRss&aid=&tid=EA9D26EF60A8414C84152EC0D223830D&url=https%3a%2f%2fnationalinterest.org%2fblog%2freboot%2fcybersecurity-requires-%25E2%2580%259Czero-trust%25E2%2580%259D-mindset-193882&c=226666438234470406&mkt=en-us
[2] http://www.bing.com/news/apiclick.aspx?ref=FexRss&aid=&tid=4AFC2D363C64426BA60DC94DBC2DFE18&url=https%3a%2f%2fwww.msn.com%2fen-us%2ffinance%2fother%2fheres-how-to-become-an-in-demand-cybersecurity-expert%2far-AAODR76&c=86174673421341080&mkt=en-us
[2] https://www.hackers-arise.com/osint

Top URLs in Tweet in G8:
[2] https://www.scmagazine.com/feature/advocates/april-mardock-helping-the-education-sector-level-up-with-strategic-tools
[2] https://twitter.com/womenknowcyber/lists/women-in-cybersecurity-1/members
[2] https://www.scmagazine.com/video/leadership/onelogins-vanessa-pegueros-on-ensuring-underrepresented-groups-see-themselves-in-cyber
[2] https://www.scmagazine.com/feature/critical-infrastructure/jen-easterly-building-trust-to-affect-collaboration-with-industry
[2] https://www.scmagazine.com/feature/careers/aidan-neighbor-pushing-data-to-the-tactical-edge
[2] https://www.scmagazine.com/news/breach/ibm-x-force-misconfigurations-caused-two-thirds-of-breached-cloud-environments
[2] https://www.scmagazine.com/news/policy/commerce-dhs-want-feedback-on-state-of-it-and-communications-supply-chain
[2] https://www.scmagazine.com/perspective/leadership/bidens-cybersecurity-summit-represents-a-call-to-action-for-businesses
[2] https://www.scmagazine.com/feature/careers/wiits-what-women-talk-about-when-women-talk-about-their-cybersecurity-jobs
[2] https://www.scmagazine.com/analysis/risk-management/with-resources-scarce-in-many-rural-areas-security-leaders-struggle-to-properly-protect-health-systems

Top URLs in Tweet in G9:
[3] https://threatpost.com/webinars/4-golden-rules-linux-security/?utm_source=ART&utm_medium=ART&utm_campaign=September_Uptycs_Webinar
[3] https://www.infosecurity-magazine.com/opinions/cloud-misconfigurations-threat/
[2] https://threatpost.com/webinars/threat-hunting-catch-adversaries/?utm_source=ART&utm_medium=ART&utm_campaign=September_Cybersixgill_Webinar
[2] https://buff.ly/3jRVPq8
[1] https://searchsecurity.techtarget.com/quiz/Sample-CompTIA-CySA-test-questions-with-answers?utm_campaign=ssec_security&utm_content=1631217907&utm_medium=social&utm_source=twitter
[1] https://bit.ly/3ClVPpJ
[1] https://www.bizjournals.com/seattle/news/2021/09/15/microsoft-announces-password-less-feature.html?ana=TRUEANTHEMTWT_PS&csrc=6398&taid=61467eb1e56df4000174d317&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[1] https://threatpost.com/sidewalk-backdoor-china-espionage-grayfly/169310/
[1] https://threatpost.com/europol-mafia-cybercrime-ring/174838/
[1] https://www.zdnet.com/article/phishing-attacks-police-make-106-arrests-as-they-break-up-online-fraud-group/?ftag=TRE3e6936e&bhid=%7B%24external_id%7D&mid=%7B%24MESSAGE_ID%7D&cid=%7B%24contact_id%7D&eh=%7B%24CF_emailHash%7D

Top Domains
Top Domains in Tweet in Entire Graph:
[184] twitter.com
[158] cyberiqs.com
[120] youtube.com
[96] analyticsinsight.net
[90] medium.com
[88] wmk-tech.net
[78] dr-farfar.com
[68] twinybots.ch
[67] cybersec24.com
[64] socxo.net

Top Domains in Tweet in G1:
[135] cyberiqs.com
[52] twinybots.ch
[35] youtube.com
[31] bleepingcomputer.com
[29] twitter.com
[25] eloqua.com
[24] medium.com
[20] threatpost.com
[20] cybersecurity-insiders.com
[19] helpnetsecurity.com

Top Domains in Tweet in G2:
[95] twitter.com
[90] analyticsinsight.net
[88] wmk-tech.net
[65] dr-farfar.com
[65] cybersec24.com
[64] socxo.net
[58] youtube.com
[52] medium.com
[26] forbes.com
[23] mit.edu

Top Domains in Tweet in G3:
[14] twitter.com
[14] inc.com
[11] telcoprofessionals.com
[10] com.au
[8] linkedin.com
[6] sesin.at
[5] sans.org
[4] co.uk
[4] upflow.co
[4] bleepingcomputer.com

Top Domains in Tweet in G4:
[7] reuters.com
[5] cioinsight.com
[5] bit.ly
[5] nny360.com
[4] weforum.org
[4] thenextweb.com
[4] youtube.com
[4] analyticsindiamag.com
[3] crn.com
[3] zdnet.com

Top Domains in Tweet in G5:
[1] thehill.com

Top Domains in Tweet in G6:
[1] thehill.com
[1] huffpost.com

Top Domains in Tweet in G7:
[32] bing.com
[18] hackers-arise.com
[3] twitter.com
[1] medium.com
[1] talosintelligence.com
[1] kitploit.com
[1] cisa.gov
[1] cybersecurityventures.com
[1] ngi.how
[1] msspalert.com

Top Domains in Tweet in G8:
[20] scmagazine.com
[6] twitter.com
[5] cisa.gov
[2] cpomagazine.com
[2] gcptechweek.com
[1] cyberscoop.com
[1] nap.edu
[1] usajobs.gov
[1] ic3.gov
[1] k12six.org

Top Domains in Tweet in G9:
[15] infosecurity-magazine.com
[7] threatpost.com
[2] bit.ly
[2] buff.ly
[1] techtarget.com
[1] bizjournals.com
[1] zdnet.com
[1] techrepublic.com
[1] msft.it
[1] nextgov.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4376] cybersecurity
[1997] ai
[1660] datascience
[1429] 100daysofcode
[1225] javascript
[1166] machinelearning
[1162] python
[1140] artificialintelligence
[939] infosec
[794] bigdata



Top Hashtags in Tweet in G1:
[1346] cybersecurity
[525] infosec
[231] security
[159] hacking
[156] ai
[152] malware
[123] ransomware
[123] infosecurity
[111] datascience
[105] technology

Top Hashtags in Tweet in G2:
[2325] cybersecurity
[1734] ai
[1504] datascience
[1300] 100daysofcode
[1130] javascript
[1057] machinelearning
[1056] python
[1023] artificialintelligence
[705] bigdata
[645] nodejs

Top Hashtags in Tweet in G3:
[105] cybersecurity
[17] infosec
[14] digitalpayments
[14] quickbookspartner
[12] it
[12] jobs
[11] security
[11] telecoms
[11] telco
[9] actuarial

Top Hashtags in Tweet in G4:
[141] cybersecurity
[68] ai
[31] fintech
[28] machinelearning
[28] datascience
[26] iot
[23] artificialintelligence
[21] bigdata
[19] insurtech
[17] technology

Top Hashtags in Tweet in G7:
[42] cybersecurity
[32] cyberwarrior
[10] sdr
[9] infosec
[7] cryptographybasics
[6] malwaremonday
[5] owaspzsc
[5] evadingav
[5] smb
[5] networkbasics

Top Hashtags in Tweet in G8:
[30] cybersecurity
[5] women
[3] cloudsecurity
[3] nationalcodingweek
[2] edtech
[2] ai
[2] dataleak
[2] gcptechweek
[1] k12cybersecure
[1] getvaccinated

Top Hashtags in Tweet in G9:
[32] cybersecurity
[7] security
[5] cloud
[4] globalcybercooperation
[3] linux
[3] cyberattack
[3] mafia
[3] cybercrime
[3] phishing
[3] infosec

Top Words
Top Words in Tweet in Entire Graph:
[4378] #cybersecurity
[1997] #ai
[1660] #datascience
[1429] #100daysofcode
[1291] cybersecurity
[1225] #javascript
[1171] security
[1166] #machinelearning
[1162] #python
[1140] #artificialintelligence

Top Words in Tweet in G1:
[1347] #cybersecurity
[525] #infosec
[345] security
[247] cybersecurity
[231] #security
[159] #hacking
[156] #ai
[152] #malware
[131] data
[126] 2021

Top Words in Tweet in G2:
[2326] #cybersecurity
[1734] #ai
[1504] #datascience
[1300] #100daysofcode
[1130] #javascript
[1057] #machinelearning
[1056] #python
[1023] #artificialintelligence
[705] #bigdata
[645] #nodejs

Top Words in Tweet in G3:
[140] security
[129] cyber
[123] cybersecurity
[105] #cybersecurity
[33] data
[30] more
[28] again
[21] job
[21] business
[21] year

Top Words in Tweet in G4:
[141] #cybersecurity
[68] #ai
[31] #fintech
[28] #machinelearning
[28] #datascience
[26] #iot
[24] cyber
[23] security
[23] #artificialintelligence
[21] #bigdata

Top Words in Tweet in G5:
[220] cybersecurity
[214] 26
[214] indictment
[214] former
[214] attorney
[214] clinton
[214] campaign
[214] lawyer
[214] michael
[214] sussmann

Top Words in Tweet in G6:
[230] indictment
[216] clinton
[122] cybersecurity
[122] attorney
[110] lawyer
[109] former
[107] reveals
[107] bag
[107] tricks
[107] hillary

Top Words in Tweet in G7:
[50] security
[47] cyber
[42] #cybersecurity
[41] cybersecurity
[32] #cyberwarrior
[21] three_cube
[17] expert
[17] software
[15] basics
[14] hackers

Top Words in Tweet in G8:
[41] women
[30] scmagazine
[30] #cybersecurity
[29] cybersecurity
[23] 2021
[22] security
[13] sc
[13] media
[11] more
[11] cyber

Top Words in Tweet in G9:
[32] #cybersecurity
[28] gt
[23] threatpost
[20] threat
[20] security
[16] join
[14] linux
[13] cybersecurity
[12] hunting
[12] infosecuritymag

Top Words in Tweet in G10:
[54] cybersecurity
[37] ireteeh
[36] keep
[35] job
[21] penetration
[21] testers
[21] ranked
[21] one
[21] three
[21] demand

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[633] #ai,#datascience
[467] #artificialintelligence,#ai
[466] #github,#nodejs
[454] #javascript,#github
[446] #nodejs,#cybersecurity
[445] #cybersecurity,#artificialintelligence
[436] #cybersecurity,#devops
[435] cyber,security
[352] #artificialintelligence,#digitalmarketing
[336] cybersecurity,attorney

Top Word Pairs in Tweet in G1:
[119] #infosec,#infosecurity
[103] #cybersecurity,#infosec
[91] #infosecurity,#cybersecurity
[77] #cybersecurity,#security
[73] #cybersecurity,#threatintel
[67] #infosec,#security
[60] #infosec,#cybersecurity
[51] #security,#cybersecurity
[42] #malware,#ransomware
[41] security,posture

Top Word Pairs in Tweet in G2:
[586] #ai,#datascience
[435] #github,#nodejs
[431] #artificialintelligence,#ai
[423] #javascript,#github
[416] #nodejs,#cybersecurity
[406] #cybersecurity,#devops
[405] #cybersecurity,#artificialintelligence
[319] #artificialintelligence,#digitalmarketing
[305] #digitalmarketing,#cybersecurity
[297] #lowcode,#javascript

Top Word Pairs in Tweet in G3:
[84] cyber,security
[14] again,again
[14] again,reminded
[14] reminded,importance
[14] importance,proactive
[14] proactive,#cybersecurity
[14] #cybersecurity,measures
[14] measures,important
[14] important,things
[14] things,keep

Top Word Pairs in Tweet in G4:
[12] #python,#cybersecurity
[11] #cybersecurity,#bigdata
[10] cyber,security
[10] uaxy2,service
[10] service,#nikseam
[10] #nikseam,#machinelearning
[10] #machinelearning,#5g
[10] #5g,#datascience
[10] #datascience,#startup
[10] #startup,#100daysofcode

Top Word Pairs in Tweet in G5:
[214] 26,indictment
[214] indictment,former
[214] former,cybersecurity
[214] cybersecurity,attorney
[214] attorney,clinton
[214] clinton,campaign
[214] campaign,lawyer
[214] lawyer,michael
[214] michael,sussmann
[214] sussmann,one

Top Word Pairs in Tweet in G6:
[122] cybersecurity,attorney
[109] indictment,former
[109] former,cybersecurity
[107] clinton,lawyer
[107] lawyer,indictment
[107] indictment,reveals
[107] reveals,bag
[107] bag,tricks
[107] tricks,indictment
[107] attorney,hillary

Top Word Pairs in Tweet in G7:
[41] cyber,security
[21] #cybersecurity,#cyberwarrior
[11] reading,chapters
[11] chapters,cyber
[11] security,book
[11] software,engineer
[10] rbhichher,reading
[9] basics,hackers
[7] security,expert
[6] cybersecurity,requires

Top Word Pairs in Tweet in G8:
[18] women,security
[13] sc,media
[13] media,women
[13] security,2021
[12] 2021,women
[9] scmagazine,sc
[9] women,belong
[9] belong,cybersecurity
[8] thedgtalempress,women
[7] women,watch

Top Word Pairs in Tweet in G9:
[14] gt,gt
[13] join,threatpost
[13] gt,#cybersecurity
[12] threat,hunting
[10] linux,security
[7] rule,#1
[7] #1,linux
[7] security,cybersecurity
[7] cybersecurity,solution
[7] solution,viable

Top Word Pairs in Tweet in G10:
[21] penetration,testers
[21] testers,ranked
[21] ranked,one
[21] one,three
[21] three,demand
[21] demand,jobs
[21] jobs,cybersecurity
[21] cybersecurity,job
[21] job,market
[21] market,planning

Top Replied-To
Top Replied-To in Entire Graph:
@reinhardomukuba
@moe_teqipf
@texascyber
@cybersecmeg
@cyberpeacecorps
@jld88k
@bing_chris
@cyberdefensemag
@steven_mckie
@chrisamccoy

Top Replied-To in G1:
@bing_chris
@gurucul
@fairbanksmorse
@saurabhtodi
@prince20028
@ryanaraine
@dalperovitch

Top Replied-To in G2:
@graceyessays
@dhmontgomery
@aewontnt

Top Replied-To in G4:
@ipfconline1

Top Replied-To in G5:
@norristache

Top Replied-To in G7:
@reinhardomukuba
@attcyber
@leo_the_kenyan
@apiphanys_eye
@lippard

Top Replied-To in G8:
@bobforskin

Top Replied-To in G9:
@office365
@psbj
@uuallan
@azure

Top Mentioned
Top Mentioned in Entire Graph:
@uaxy2
@jonathanturley
@paula_piccard
@iotcybersec24
@nikseamc
@sayalook
@wmktech
@alkayal_wajdi
@wajdialkayal1
@cyberiqs_

Top Mentioned in G1:
@cyberiqs_
@bamitav
@iotcybersec24
@paula_piccard
@reach2ratan
@stealth_iss
@hasdid
@ptracesecurity
@rvp
@exodusintel

Top Mentioned in G2:
@uaxy2
@paula_piccard
@nikseamc
@sayalook
@wmktech
@alkayal_wajdi
@iotcybersec24
@wajdialkayal1
@alkayalwajdi
@wajdialkayal

Top Mentioned in G3:
@douglittlejr
@fordhamwriters
@scandefi
@stefanantonino
@ellymar97449954
@andre91769818
@sarjanacuddle
@cyberwatchctr
@gossipshiba

Top Mentioned in G4:
@antgrasso
@jblefevre60
@fabriziobustama
@spirosmargaris
@ipfconline1
@drjdrooghaag
@enricomolinari
@shi4tech
@ronald_vanloon
@globaliqx

Top Mentioned in G5:
@jonathanturley
@j3669
@blueprint_q
@dominionvoting

Top Mentioned in G6:
@larryelder
@ryanjreilly
@jonathanturley

Top Mentioned in G7:
@three_cube
@rbhichher
@infosechotspot
@santosomar
@uscert_gov
@uk_daniel_card
@reinhardomukuba
@ikuamike
@attcyber
@msspalert

Top Mentioned in G8:
@scmagazine
@cisagov
@thedgtalempress
@saicinc
@cisajen
@k12six
@douglevin
@fbi
@nsrainosek
@istartandfinish

Top Mentioned in G9:
@threatpost
@infosecuritymag
@microsoft
@cybersixgill
@uptycs
@azure
@foreignpolicy
@icrc_nyc
@pmaurericrc
@jessgroopman

Top Mentioned in G10:
@ireteeh
@swiftonsecurity
@sh00k3ms

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@opsiin
@cybersec_feeds
@chidambara09
@charlesfrize
@javascriptd
@xaelbot
@k1a1zzz
@bitcoinagile
@codedailybot

Top Tweeters in G1:
@sectest9
@cybersec_feeds
@charlesfrize
@bitcoinagile
@cybersecurityn8
@viralvideovlogs
@rvp
@csa_dvillamizar
@dynamicfrize
@artificialbra1n

Top Tweeters in G2:
@chidambara09
@xaelbot
@codedailybot
@aaroncuddeback
@politicalhedge
@thedeveloperbot
@therussophile
@guardian
@discovertech3
@ipythonistabot

Top Tweeters in G3:
@opsiin
@modernghanaweb
@webnowcompany
@rf_jenkins
@pressrelease_cc
@talentedladies
@somuchdependson
@stratosphere53
@www_sesin_at
@money_personal

Top Tweeters in G4:
@evankirstel
@reuters
@ronaldclarke
@fintechna
@nicochan33
@marshacollier
@akwyz
@shi4tech
@rwang0
@gvalan

Top Tweeters in G5:
@princessbibirf_
@lalauraru777
@micropan44
@sonofbharat2020
@marble300
@lisaetter1
@hiltonholloway
@misty__bella
@lapuntadelfin
@barnes_law

Top Tweeters in G6:
@mzee26
@kathyfisher10
@tarkan291
@fiddlerforest
@westernpajon
@harrytraylor4
@seconperson
@mimialoha6
@jjofv
@theoxycon

Top Tweeters in G7:
@dauhreen
@silentseawolf
@gmail
@eddie_31003
@nick_barnes
@atsen_
@linuxmil
@vimad
@infosechotspot
@uk_daniel_card

Top Tweeters in G8:
@meljmcd
@rhscsmtms
@mrsyiswhy
@ladiesloveant
@pinksheepnews
@nataliesaturn
@aconjurewoman
@thedgtalempress
@sincerelysmile_
@scmagazine

Top Tweeters in G9:
@rosenchild
@openmarketingtv
@jpblough
@bowling23
@kim_crawley
@sbisson
@foreignpolicy
@wbay
@psbj
@dannyjpalmer

Top Tweeters in G10:
@tusk8rman
@raychellered
@chasapple
@postsemreh
@charlyaztec
@swiftonsecurity
@code_kaizen
@qwenia
@ireteeh
@peacelovenlex