#ransomware, Twitter, 11/25/2020 1:59:19 PM, 242180


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#ransomware Twitter NodeXL SNA Map and Report for Wednesday, 25 November 2020 at 11:18 UTC
#ransomware Twitter NodeXL SNA Map and Report for Wednesday, 25 November 2020 at 11:18 UTC
From:
SMRFoundation
Uploaded on:
November 25, 2020
Short Description:
#ransomware via NodeXL https://bit.ly/3m68Taa
@cybersecurityn8
@sectest9
@cybersec_feeds
@cyb3rops
@maltrakn
@cioamaro
@irlenys
@cloud_cio_
@cohesity
@jmatuk

Top hashtags:
#ransomware
#cybersecurity
#malware
#infosec
#cyberattack
#cybercrime
#phishing
#security

Description:
Description
The graph represents a network of 5,455 Twitter users whose recent tweets contained "#ransomware", 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 Wednesday, 25 November 2020 at 13:30 UTC.

The tweets in the network were tweeted over the 8-day, 18-hour, 59-minute period from Monday, 16 November 2020 at 16:18 UTC to Wednesday, 25 November 2020 at 11:17 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 : 5455
Unique Edges : 10239
Edges With Duplicates : 13720
Total Edges : 23959
Number of Edge Types : 5
Mentions : 2496
MentionsInRetweet : 6129
Retweet : 11254
Tweet : 3893
Replies to : 187
Self-Loops : 4090
Reciprocated Vertex Pair Ratio : 0.0194528335405934
Reciprocated Edge Ratio : 0.038163283087915
Connected Components : 861
Single-Vertex Connected Components : 648
Maximum Vertices in a Connected Component : 4227
Maximum Edges in a Connected Component : 22519
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.713674
Graph Density : 0.000385761154789478
Modularity : 0.349021
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 5,455 Twitter users whose recent tweets contained "#ransomware", 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 Wednesday, 25 November 2020 at 13:30 UTC.

The tweets in the network were tweeted over the 8-day, 18-hour, 59-minute period from Monday, 16 November 2020 at 16:18 UTC to Wednesday, 25 November 2020 at 11:17 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 : TwitterSearch
Graph Term : #ransomware
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[208] https://www.keepnetlabs.com/phishing-scams-using-text-messages/
[185] https://www.zdnet.com/article/the-malware-that-usually-installs-ransomware-and-you-need-to-remove-right-away/
[179] https://twinybots.ch/
[129] https://www.keepnetlabs.com/url-tracking-systems-are-abused-for-phishing-attacks/
[129] https://anchor.fm/tcybercast/episodes/Ransomware-Why-is-defense-in-depth-so-important-emmqk1
[118] https://www.keepnetlabs.com/anti-phishing-solutions-keepnet-labs/
[109] https://managed.com/
[105] http://chuongdong.com/reverse%20engineering/2020/11/17/RegretLocker/
[105] https://www2.deloitte.com/us/en/insights/industry/public-sector/government-ransomware-attacks.html?id=us:2sm:3tw:4di6421::6di:20200331122000::3208657591:5&utm_source=tw&utm_campaign=di6421&utm_content=di&utm_medium=social&linkId=85406465
[100] https://www.keepnetlabs.com/top-brands-used-in-phishing-attacks-in-2020/

Top URLs in Tweet in G1:
[133] https://www.keepnetlabs.com/phishing-scams-using-text-messages/
[105] https://anchor.fm/tcybercast/episodes/Ransomware-Why-is-defense-in-depth-so-important-emmqk1
[76] https://www.keepnetlabs.com/anti-phishing-solutions-keepnet-labs/
[71] https://www.keepnetlabs.com/url-tracking-systems-are-abused-for-phishing-attacks/
[54] https://www.keepnetlabs.com/telescam-vishing-phone-phishing/
[53] https://www.keepnetlabs.com/top-brands-used-in-phishing-attacks-in-2020/
[52] https://www.keepnetlabs.com/ninjio-gamified-security-awareness/2019-comedy-cybersecurity-research-report/
[51] https://www.zdnet.com/article/the-malware-that-usually-installs-ransomware-and-you-need-to-remove-right-away/
[47] https://www.keepnetlabs.com/why-is-cyber-%e2%80%8b%e2%80%8bsecurity-awareness-training-important/
[39] https://twinybots.ch/

Top URLs in Tweet in G2:
[52] https://www.zdnet.com/article/the-malware-that-usually-installs-ransomware-and-you-need-to-remove-right-away/
[48] https://www.keepnetlabs.com/phishing-scams-using-text-messages/
[44] https://www.keepnetlabs.com/telescam-vishing-phone-phishing/
[41] https://www.keepnetlabs.com/top-brands-used-in-phishing-attacks-in-2020/
[40] https://www.keepnetlabs.com/why-is-cyber-%e2%80%8b%e2%80%8bsecurity-awareness-training-important/
[39] https://www.keepnetlabs.com/url-tracking-systems-are-abused-for-phishing-attacks/
[26] https://www.keepnetlabs.com/resources/weekly-cybersecurity-newsletter-no-144-free-phishing-simulator-free-phishing-website-generator/
[23] https://www.zdnet.com/article/the-ransomware-landscape-is-more-crowded-than-you-think/
[23] https://managed.com/
[21] https://anchor.fm/tcybercast/episodes/Ransomware-Why-is-defense-in-depth-so-important-emmqk1

Top URLs in Tweet in G3:
[10] https://twitter.com/Irlenys/status/1327784305465188353
[9] https://twinybots.ch/
[7] https://www.forbes.com/sites/forbestechcouncil/2020/03/03/three-important-information-security-predictions-for-2020/#33009b803269
[7] https://www.amesolutions.co.uk/it-security/is-ransomware-still-a-threat-to-businesses/
[6] https://managed.com/
[6] https://www.zdnet.com/article/why-ransomware-is-still-so-successful-over-a-quarter-of-victims-pay-the-ransom/
[6] https://www.virtualconnectionsemea.com/?utm_source=Twittter&utm_medium=social_post&utm_campaign=virtual-connections&hsamp_network=twitter&hsamp=agQBAltBeMC-O
[5] https://www.zdnet.com/article/web-hosting-provider-managed-shuts-down-after-ransomware-attack/
[4] https://t.me/infosec_ita_notizie
[4] https://www.isaca.org/resources/news-and-trends/isaca-now-blog/2020/battling-ransomware-us-hospitals-under-fire

Top URLs in Tweet in G4:
[97] http://chuongdong.com/reverse%20engineering/2020/11/17/RegretLocker/
[42] https://twitter.com/1ZRR4H/status/1327695620124106757
[31] https://www.domaintools.com/resources/blog/analyzing-network-infrastructure-as-composite-objects?utm_campaign=Analyzing-Network-Infrastructure-as-Composite-Objects&utm_medium=Twitter&utm_source=Social
[26] https://blog.talosintelligence.com/2020/11/Nibiru-ransomware.html
[19] https://drive.google.com/file/d/1MI8Z2tBhmqQ5X8Wf_ozv3dVjz5sJOs-3/view?usp=sharing
[14] https://github.com/advanced-threat-research/Yara-Rules/blob/master/ransomware/RANSOM_xinof.yar
[13] https://public.intel471.com/blog/ransomware-as-a-service-2020-ryuk-maze-revil-egregor-doppelpaymer/
[13] https://www.mcafee.com/enterprise/en-us/lp/insights-preview.html#
[13] https://www.zdnet.com/article/the-malware-that-usually-installs-ransomware-and-you-need-to-remove-right-away/
[11] https://public.intel471.com/blog/how-to-recover-from-a-ransomware-attack/

Top URLs in Tweet in G5:
[101] https://twinybots.ch/
[45] https://www.zdnet.com/article/the-malware-that-usually-installs-ransomware-and-you-need-to-remove-right-away/
[20] https://www.keepnetlabs.com/phishing-scams-using-text-messages/
[19] https://managed.com/
[17] https://securityaffairs.co/wordpress/111286/malware/ragnar-locker-ransomware-fbi-alert.html
[15] https://www.keepnetlabs.com/url-tracking-systems-are-abused-for-phishing-attacks/
[14] https://www.bleepingcomputer.com/news/security/egregor-ransomware-print-bombs-printers-with-ransom-notes/
[14] https://www.keepnetlabs.com/anti-phishing-solutions-keepnet-labs/
[11] https://securityaffairs.co/wordpress/111154/cyber-crime/managed-com-revil-ransomware.html
[10] https://blog.wiwo.de/look-at-it/2020/11/18/multi-cloud-anfaellig-fuer-ransomware-loesegeld-zahlende-firmen-im-schnitt-mit-14-clouds/

Top URLs in Tweet in G6:
[12] https://www.zdnet.com/article/why-ransomware-is-still-so-successful-over-a-quarter-of-victims-pay-the-ransom/
[12] https://www.catalogicsoftware.com/cryptospike/
[10] https://www.zdnet.com/article/the-malware-that-usually-installs-ransomware-and-you-need-to-remove-right-away/
[10] https://www.keepnetlabs.com/anti-phishing-solutions-keepnet-labs/
[9] https://www.enterprisetimes.co.uk/2020/11/09/matt-lock-talks-emotet-and-protecting-your-it-infrastructure/
[8] https://www.tripwire.com/state-of-security/featured/egregor-ransomware-attack-hijacks-printers-spit-out-ransom-notes/
[7] https://www.securityinbits.com/malware-analysis/parent-pid-spoofing-stage-2-ataware-ransomware-part-3/
[7] https://www.purestorage.com/solutions/data-protection/ransomware.html
[7] https://www.nutanix.com/viewer?type=pdf&path=/content/dam/nutanix/resources/solution-briefs/sb-nutanix-objects-hycu-ransomware.pdf
[7] https://www.zdnet.com/article/artificial-intelligence-could-be-used-to-hack-connected-cars-drones-warn-security-experts/

Top URLs in Tweet in G7:
[2] https://www.zscaler.com/blogs/corporate/join-us-live-three-secrets-stopping-ransomware-cold
[1] https://dy.si/fkz3f
[1] https://dy.si/1hqryN2

Top URLs in Tweet in G8:
[11] https://www.veritas.com/why-veritas/point-solutions
[10] https://www.automotivelogistics.media/?utm_content=bufferf668f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] http://www.draeger.com/
[6] https://www.hivesystems.io/
[5] https://www.zdnet.fr/actualites/paris-habitat-l-incident-technique-etait-bien-un-ransomware-39913095.htm
[4] https://veritau.co.uk/news/5-fundamentals-effective-incident-response-programme?utm_content=bufferdb243&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.hackread.com/companies-re-structured-cybersecurity-infrastructure-2020/?utm_content=buffer3b1f3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.veritas.com/news-releases/2020-11-17-the-resiliency-gap-widens-failure-to-keep-pace-with-complexity-in-multi-cloud-environments-leaves-businesses-at-risk-of-ransomware-finds-veritas-survey
[4] https://www.01net.com/actualites/ransomware-presque-un-tiers-des-entreprises-attaquees-paie-la-rancon-2008329.html
[4] https://www.turkhackteam.org/help-center/1935311-top-10-common-hacking-techniques-you-should-know-about.html

Top URLs in Tweet in G9:
[37] https://www.cisa.gov/Ransomware
[26] https://www.cisa.gov/ransomware
[16] https://www.nomoreransom.org/
[8] https://twitter.com/heiseonline/status/1328566307030245376
[7] https://us-cert.cisa.gov/ncas/alerts/aa20-302a
[5] https://cisa.gov/Ransomware
[3] https://www.heise.de/news/Finnland-Psychotherapeuten-gehackt-Erpressung-von-Praxis-und-Patienten-4939533.html
[3] https://www.technologyreview.es/s/12853/el-ciberataque-ransomware-no-causo-la-muerte-de-la-paciente-alemana
[2] https://labs.bitdefender.com/2020/10/mamocrypt-ransomware-decryption-tool/
[2] https://www.bleepingcomputer.com/news/security/mount-locker-ransomware-now-targets-your-turbotax-tax-returns/

Top URLs in Tweet in G10:
[23] https://blog.segu-info.com.ar/2020/11/publican-casi-50000-fortinet.html
[23] https://blog.segu-info.com.ar/2019/09/explotan-un-backdoor-en-fortinet-vpn.html
[5] https://blog.ehcgroup.io/2020/11/20/13/33/04/10105/vulnerabilidad-zerologon-y-sus-exploits-publicos/seguridad-informatica/ransonware/ehacking/
[4] https://blog.ehcgroup.io/2020/11/16/14/19/15/10065/que-es-rdos-denegacion-de-servicio-de-rescate-2/seguridad-informatica/ransonware/ehacking/
[3] https://blog.ehcgroup.io/2020/11/23/13/13/34/10114/vulnerabilidad-zerologon-y-sus-exploits-publicos-2/exploits/ehacking/
[3] https://flare.systems/resource-center/reports/how-ransomware-groups-enhance-their-tactics/
[2] https://twitter.com/1ZRR4H/status/1327695620124106757
[2] https://flare.systems/resource-center/reports/how-ransomware-groups-enhance-their-tactics/?r=dmz
[1] https://threatpost.com/food-supply-americold-cyberattack/161402/
[1] https://blog.talosintelligence.com/2020/11/Nibiru-ransomware.html

Top Domains
Top Domains in Tweet in Entire Graph:
[1135] keepnetlabs.com
[872] twitter.com
[790] zdnet.com
[494] linkedin.com
[458] bleepingcomputer.com
[395] radian6.com
[333] darkreading.com
[270] co.uk
[263] helpnetsecurity.com
[221] infosecurity-magazine.com

Top Domains in Tweet in G1:
[663] keepnetlabs.com
[283] twitter.com
[262] zdnet.com
[203] linkedin.com
[159] darkreading.com
[144] csoonline.com
[138] helpnetsecurity.com
[135] bleepingcomputer.com
[115] securityboulevard.com
[105] anchor.fm

Top Domains in Tweet in G2:
[343] keepnetlabs.com
[209] twitter.com
[206] zdnet.com
[161] linkedin.com
[118] darkreading.com
[107] bleepingcomputer.com
[70] helpnetsecurity.com
[61] co.uk
[52] infosecurity-magazine.com
[52] youtube.com

Top Domains in Tweet in G3:
[53] twitter.com
[43] linkedin.com
[36] zdnet.com
[22] amp.vg
[19] purestorage.com
[16] bleepingcomputer.com
[16] co.uk
[14] thumbprint.com
[12] security.com
[11] ow.ly

Top Domains in Tweet in G4:
[97] chuongdong.com
[89] twitter.com
[46] zdnet.com
[34] bleepingcomputer.com
[32] domaintools.com
[31] github.com
[29] virustotal.com
[26] talosintelligence.com
[24] intel471.com
[22] securityaffairs.co

Top Domains in Tweet in G5:
[110] twitter.com
[101] twinybots.ch
[100] nationalcybersecuritynews.today
[97] bleepingcomputer.com
[93] zdnet.com
[88] keepnetlabs.com
[69] securityaffairs.co
[39] techtarget.com
[36] co.uk
[31] helpnetsecurity.com

Top Domains in Tweet in G6:
[66] zdnet.com
[37] purestorage.com
[27] cpomagazine.com
[26] okt.to
[19] tripwire.com
[19] techrepublic.com
[16] forbes.com
[16] catalogicsoftware.com
[14] linkedin.com
[14] keepnetlabs.com

Top Domains in Tweet in G7:
[2] zscaler.com
[2] dy.si

Top Domains in Tweet in G8:
[28] veritas.com
[14] zdnet.com
[13] zdnet.fr
[11] infosecurity-magazine.com
[11] darkreading.com
[10] helpnetsecurity.com
[10] automotivelogistics.media
[10] keepnetlabs.com
[9] draeger.com
[9] securityaffairs.co

Top Domains in Tweet in G9:
[77] cisa.gov
[16] nomoreransom.org
[9] twitter.com
[5] bleepingcomputer.com
[5] heise.de
[3] technologyreview.es
[2] bitdefender.com
[2] cybrotech.in
[2] com.ar
[2] wolfandco.com

Top Domains in Tweet in G10:
[46] com.ar
[12] ehcgroup.io
[5] flare.systems
[2] twitter.com
[1] threatpost.com
[1] talosintelligence.com
[1] cybelangel.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[15101] ransomware
[8576] cybersecurity
[4231] malware
[3559] infosec
[2706] cyberattack
[2148] cybercrime
[2051] phishing
[2001] security
[1748] technology
[1736] databreach



Top Hashtags in Tweet in G1:
[4737] ransomware
[4348] cybersecurity
[1924] malware
[1699] infosec
[1348] cyberattack
[1276] databreaches
[1258] cybercrime
[1176] security
[1095] databreach
[930] hackers

Top Hashtags in Tweet in G2:
[3464] ransomware
[2051] cybersecurity
[962] malware
[801] infosec
[530] cybercrime
[518] cyberattack
[474] technology
[464] phishing
[438] security
[414] databreach

Top Hashtags in Tweet in G3:
[804] ransomware
[143] cybersecurity
[38] malware
[34] security
[32] cyberattack
[30] phishing
[29] infosec
[28] capcom
[28] cybercrime
[27] data

Top Hashtags in Tweet in G4:
[1110] ransomware
[202] cybersecurity
[115] egregor
[111] malware
[97] regretlocker
[89] infosec
[62] cyberattack
[47] dataleak
[42] extorsion
[41] darkweb

Top Hashtags in Tweet in G5:
[1381] ransomware
[683] cybersecurity
[636] malware
[390] infosec
[210] cyberattack
[187] security
[165] hacking
[159] cybercrime
[152] phishing
[141] technology

Top Hashtags in Tweet in G6:
[552] ransomware
[196] cybersecurity
[51] malware
[46] cyberattack
[44] infosec
[39] security
[38] cybercrime
[31] dataprotection
[29] dxpsummit
[24] datasecurity

Top Hashtags in Tweet in G7:
[209] ransomware
[207] phishing
[207] rightsmanagement
[207] rightssegregation
[2] cloud
[2] scalability
[2] zerotrust
[2] malware
[2] digitaltransformation
[2] cybersecurity

Top Hashtags in Tweet in G8:
[423] ransomware
[332] cybersecurity
[316] cyberattack
[306] malware
[285] infosec
[269] phishing
[259] hacking
[243] threat
[242] technology
[238] tech

Top Hashtags in Tweet in G9:
[140] ransomware
[88] cybersecurity
[66] infosec
[37] ransomwareaware
[36] malware
[26] dataprotection
[26] it
[20] cybercrime
[16] dontpay
[11] ehealth

Top Hashtags in Tweet in G10:
[122] ransomware
[66] capcom
[17] cybersecurity
[16] ciberseguridad
[9] hacking
[8] zerologon
[8] vulnerabilities
[8] exploit
[8] infosec
[6] ramonware

Top Words
Top Words in Tweet in Entire Graph:
[16817] #ransomware
[9627] #cybersecurity
[5605] #malware
[4526] #infosec
[3810] ransomware
[3299] #security
[3242] #cyberattack
[3130] #cybercrime
[3113] #phishing
[2501] #databreach

Top Words in Tweet in G1:
[5526] #ransomware
[4833] #cybersecurity
[2536] #malware
[2167] #infosec
[1823] #security
[1718] #cybercrime
[1572] #cyberattack
[1416] #databreach
[1315] #databreaches
[1256] #phishing

Top Words in Tweet in G2:
[4040] #ransomware
[2395] #cybersecurity
[1397] #malware
[1149] #infosec
[908] #cybercrime
[891] #security
[887] ransomware
[831] #phishing
[722] #databreach
[699] #cyberattack

Top Words in Tweet in G3:
[804] #ransomware
[232] ransomware
[143] #cybersecurity
[141] attacks
[91] data
[89] attack
[84] more
[80] learn
[62] threat
[54] cyber

Top Words in Tweet in G4:
[1145] #ransomware
[255] ransomware
[223] #cybersecurity
[162] malwrhunterteam
[134] check
[128] #malware
[121] malware
[120] #egregor
[114] report
[105] full

Top Words in Tweet in G5:
[1609] #ransomware
[865] #malware
[822] #cybersecurity
[571] ransomware
[480] #infosec
[324] #security
[290] #cyberattack
[276] #phishing
[247] #cybercrime
[237] attack

Top Words in Tweet in G6:
[570] #ransomware
[212] #cybersecurity
[134] ransomware
[95] attack
[87] attacks
[83] more
[67] zdnet
[61] #malware
[61] learn
[59] data

Top Words in Tweet in G7:
[209] #ransomware
[207] #phishing
[207] #rightsmanagement
[207] #rightssegregation
[2] stopping
[2] attacks
[2] requires
[2] approach
[2] involves
[2] #cloud

Top Words in Tweet in G8:
[483] #ransomware
[359] #cybersecurity
[350] #malware
[342] #cyberattack
[326] #phishing
[293] #infosec
[281] #tech
[281] #technology
[279] #hacking
[271] #threat

Top Words in Tweet in G9:
[140] #ransomware
[88] #cybersecurity
[78] risk
[70] #infosec
[66] cyber
[63] malicious
[49] protect
[44] cisagov
[42] resources
[40] #malware

Top Words in Tweet in G10:
[122] #ransomware
[70] información
[67] hoy
[67] datos
[66] #capcom
[66] confirmó
[66] hackeo
[66] atacantes
[66] obtuvieron
[66] 350

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2341] #malware,#ransomware
[1282] #ransomware,#malware
[1061] #ransomware,#cyberattack
[1032] #infosec,#cybersecurity
[940] #cybersecurity,#cyberattack
[891] #databreach,#ransomware
[865] #cybersecurity,#cyberattacks
[861] #ransomware,attack
[814] #ransomware,#cyberwarning
[807] #tech,#technology

Top Word Pairs in Tweet in G1:
[1067] #malware,#ransomware
[728] #ransomware,#cyberattack
[723] #ransomware,#malware
[659] #cyberthreats,#hackers
[659] #hackers,#darkweb
[659] #darkweb,#databreaches
[659] #databreaches,#cybercrime
[659] #cyberintelligence,#ransomware
[653] #dataprivacy,#cyberintelligence
[652] #cybersec,#threatintel

Top Word Pairs in Tweet in G2:
[557] #malware,#ransomware
[306] #ransomware,#malware
[220] #cybersecurity,#cyberattacks
[213] #databreach,#ransomware
[209] #hacking,#datasecurity
[207] #infosec,#cybersecurity
[203] #iot,#ai
[201] #dataprotection,#tech
[201] #tech,#infosec
[197] #datasecurity,#hacker

Top Word Pairs in Tweet in G3:
[70] #ransomware,attacks
[50] ransomware,attacks
[49] #ransomware,attack
[28] cyber,invaders
[25] #ransomware,#cybersecurity
[19] #cybersecurity,#ransomware
[19] ransomware,attack
[18] read,more
[17] against,#ransomware
[17] company,immune

Top Word Pairs in Tweet in G4:
[97] bored,yesterday
[97] yesterday,decided
[97] decided,write
[97] write,full
[97] full,static
[97] static,analysis
[97] analysis,report
[97] report,#regretlocker
[97] #regretlocker,#ransomware
[97] #ransomware,vhd

Top Word Pairs in Tweet in G5:
[345] #malware,#ransomware
[146] #ransomware,#malware
[135] #infosec,#cybersecurity
[104] #cybersecurity,#cyberattack
[100] #ransomware,#computerhacker
[99] #ransomware,#cyberwarning
[98] #tech,#technology
[96] #cyberwarning,#phishing
[96] #phishing,#spyware
[96] #spyware,#tech

Top Word Pairs in Tweet in G6:
[57] #ransomware,attacks
[54] #ransomware,attack
[33] #malware,#ransomware
[27] #ransomware,recovery
[24] announced,advanced
[24] advanced,#ransomware
[24] recovery,bringing
[24] bringing,ability
[24] ability,identify
[24] identify,respond

Top Word Pairs in Tweet in G7:
[207] #ransomware,#phishing
[207] #phishing,#rightsmanagement
[207] #rightsmanagement,#rightssegregation
[2] stopping,#ransomware
[2] #ransomware,attacks
[2] attacks,requires
[2] requires,approach
[2] approach,involves
[2] involves,#cloud
[2] #cloud,#scalability

Top Word Pairs in Tweet in G8:
[272] #malware,#ransomware
[271] #tech,#technology
[262] #cybersecurity,#cyberattack
[261] #infosec,#cybersecurity
[260] #ransomware,#cyberwarning
[260] #cyberwarning,#phishing
[260] #phishing,#spyware
[260] #spyware,#tech
[217] #cyberattack,#hacking
[217] #hacking,#privacy

Top Word Pairs in Tweet in G9:
[65] #cybersecurity,#infosec
[37] cisagov,committed
[37] committed,sharing
[37] sharing,resources
[37] resources,ways
[37] ways,reduce
[37] reduce,risk
[37] risk,#ransomware
[37] #ransomware,check
[37] check,webpage

Top Word Pairs in Tweet in G10:
[66] hoy,#capcom
[66] #capcom,confirmó
[66] confirmó,hackeo
[66] hackeo,#ransomware
[66] #ransomware,atacantes
[66] atacantes,obtuvieron
[66] obtuvieron,datos
[66] datos,350
[66] 350,mil
[66] mil,jugadores

Top Replied-To
Top Replied-To in Entire Graph:
@visiblerisk
@microsoft
@attacksolutions
@symantec
@duckduckgo
@firefox
@fbi
@cybergovau
@ncsventures
@claroty

Top Replied-To in G1:
@attacksolutions
@visiblerisk
@symantec
@lizjosullivan
@claroty
@wired
@duckduckgo
@firefox
@skyflok
@cybersecura

Top Replied-To in G2:
@visiblerisk
@carlo_mauceli
@microsoft
@cyberpolicy
@ncsventures
@cybergovau
@trendmicro
@fbi
@firefox
@duckduckgo

Top Replied-To in G4:
@intel471inc
@siri_urz
@arkbird_solg
@sapphirex00
@ahcybsec
@gruppocampari
@pogowasright

Top Replied-To in G5:
@microsoft
@fbi
@jeremymoskowitz
@helpnetsecurity
@groupib
@k3r3n3
@keepnetlabs
@duckduckgo
@securitytube
@firefox

Top Replied-To in G6:
@btle310
@staceyamarx
@attbusiness
@darktrace
@paris_habitat
@gartner_inc
@foxnews

Top Replied-To in G8:
@veritastechllc

Top Replied-To in G9:
@fbi

Top Mentioned
Top Mentioned in Entire Graph:
@zdnet
@malwrhunterteam
@antgrasso
@rvp
@cioamaro
@archonsec
@actionlamb
@vk_intel
@darkreading
@corix_jc

Top Mentioned in G1:
@archonsec
@rvp
@actionlamb
@corix_jc
@tcybercast
@corixpartners
@darkreading
@csoonline
@fabriziobustama
@billmew

Top Mentioned in G2:
@zdnet
@rvp
@cioamaro
@darkreading
@campuscodi
@sophos
@actionlamb
@ingliguori
@csoonline
@citrix

Top Mentioned in G3:
@infobackup_ste
@nbitekgroup
@techzine
@cylumena

Top Mentioned in G4:
@malwrhunterteam
@vk_intel
@demonslay335
@jfslowik
@bleepincomputer
@fr0gger_
@lemagit
@intel471inc
@campuscodi

Top Mentioned in G5:
@dynamicciso
@sophos
@crowdstrike
@zdnet
@cioamaro
@campuscodi
@sophosiberia
@sentinelone
@chetwisniewski
@searchsecurity

Top Mentioned in G6:
@zdnet
@druvainc
@techrepublic
@commvault
@netapp
@forbes
@tripwireinc
@gcluley
@campuscodi
@btle310

Top Mentioned in G8:
@cioamaro
@securitynewsbot
@sec_cyber
@veritastechllc
@policiaarauca
@anyrun_app
@eset
@magsolutionsnum
@reach2ratan
@zdnetfr

Top Mentioned in G9:
@cisagov
@fbi
@hhsgov
@meganstifel
@cyberalliance
@cyallianceprez
@cybersupportnet
@kfjudge
@globalcyberalln
@thirdwaytweet

Top Mentioned in G10:
@mundowdg
@flaresystems_
@cioamaro
@jmatuk

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@robre62
@chidambara09
@cybersec_feeds
@evankirstel
@serendipitysays
@el_universal_mx
@femtech_
@schestowitz
@sudeepkhatri

Top Tweeters in G1:
@chidambara09
@cybersec_feeds
@schestowitz
@alizardx
@xaelbot
@rvp
@santchiweb
@fintechna
@evanderburg
@calcaware

Top Tweeters in G2:
@sectest9
@businessinsider
@cybersecurityn8
@amazingchevvolt
@daretothink53
@538355
@wsj
@ml_tweet_bot
@thefiretracker2
@focusonline

Top Tweeters in G3:
@pdtalkintech
@parvez1
@stanleyepstein
@moneycab
@clarinette02
@etkili_insan
@valdesjo77
@idtheftscout
@thehawk
@twickter

Top Tweeters in G4:
@el_universal_mx
@fleming77
@elfinanciero_mx
@20minutes
@nomoreslaves
@lemondefr
@youranonriots
@xzpwedvhhh37i3c
@mark45dominic
@snowdarkz

Top Tweeters in G5:
@femtech_
@reuters
@hdpr2016
@tendenciastech
@marciasgreen
@natlawreview
@securityaffairs
@nellinson
@ncsventures
@yonhapnews

Top Tweeters in G6:
@andrewmorrisuk
@foxnews
@gadiooumoul
@techjunkiejh
@zdnet
@forbes
@banana_bbcurve
@greentechdon
@stltoday
@dez_blanchfield

Top Tweeters in G7:
@francodespecho
@lord_bibou
@bad_rzn
@barrakiaxonn
@charlyaztec
@twtbawbags
@nyrelis
@shiva_429
@alserweiss
@cyberpostpunk

Top Tweeters in G8:
@sudeepkhatri
@bexxmodd
@bayiskendr
@claudiagcbell
@cordeirorick
@cecalli_helper
@securitynewsbot
@sec_cyber
@_idm_
@cybersecdn

Top Tweeters in G9:
@adekleine
@caring_mobile
@angelmabel19761
@linuxmil
@mariano_mf1
@dio7genes
@christinayiotis
@flueke
@16thstmall
@mcdptexas

Top Tweeters in G10:
@zerojuls
@luisg16
@avalos_morer
@rulho13
@jmatuk
@alberto71827836
@red_dragonn
@walo
@vjgils
@przemyslaw_fp


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