cyberwar, Twitter, 1/25/2021 10:09:27 AM, 246437


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cyberwar_2021-01-24_23-10-20.xlsx
cyberwar_2021-01-24_23-10-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 25, 2021
Short Description:
cyberwar via NodeXL https://bit.ly/3iITSdu
@realmikelindell
@realmaryfanning
@cyber_miley
@three_cube
@cybersec_feeds
@bamitav
@0ct4vian
@campuscodi
@shadowchasing1
@cyberwar

Top hashtags:
#cybersecurity
#cyberwar
#hacker
#infosec
#security
#cyber
#malware

Description:
Description
The graph represents a network of 3,669 Twitter users whose tweets in the requested range contained "cyberwar", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 25 January 2021 at 07:14 UTC.

The requested start date was Monday, 25 January 2021 at 01:01 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 12-day, 0-hour, 56-minute period from Monday, 11 January 2021 at 01:01 UTC to Saturday, 23 January 2021 at 01:57 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 : 3669
Unique Edges : 1164
Edges With Duplicates : 7135
Total Edges : 8299
Number of Edge Types : 5
Retweet : 3189
MentionsInRetweet : 3572
Replies to : 220
Mentions : 729
Tweet : 589
Self-Loops : 655
Reciprocated Vertex Pair Ratio : 0.00630086636912575
Reciprocated Edge Ratio : 0.0125228280720063
Connected Components : 364
Single-Vertex Connected Components : 196
Maximum Vertices in a Connected Component : 2709
Maximum Edges in a Connected Component : 6411
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.574379
Graph Density : 0.000284814293352926
Modularity : 0.400269
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 3,669 Twitter users whose tweets in the requested range contained "cyberwar", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 25 January 2021 at 07:14 UTC.

The requested start date was Monday, 25 January 2021 at 01:01 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 12-day, 0-hour, 56-minute period from Monday, 11 January 2021 at 01:01 UTC to Saturday, 23 January 2021 at 01:57 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 : cyberwar
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:
[94] https://www.facebook.com/cyberwarbooks
[93] https://www.worldviewweekend.com/tv/video/general-mcinerney-mary-fanning-and-alan-jones-announce-covert-operation-real-time-proof
[48] https://www.keepnetlabs.com/2020-cyber-security-review/
[14] https://varindia.com/news/ios-is-better-than-android-as-any-smartphone-can-be-hacked-to-access-data#.YAKvnRVa2dk.twitter
[14] https://www.scoop.it/topic/cybersecurity-leadership/p/4122647721/2021/01/12/a-better-kind-of-cybersecurity-strategy?utm_medium=social&utm_source=twitter
[12] https://techbeacon.com/security/year-ahead-security-experts-predict-21-key-trends-21
[11] https://www.imperva.com/blog/python-cryptominer-botnet-quickly-adopts-latest-vulnerabilities/
[11] https://news.mit.edu/2020/cybersecurity-deterrence-retaliation-1210
[10] https://www.news18.com/news/tech/any-smartphone-can-be-hacked-to-access-all-your-data-but-ios-still-better-than-android-3294887.html
[10] https://www.cio.com/article/3602939/cyber-resilience-is-critical-as-risks-to-business-keep-growing.html

Top URLs in Tweet in G1:
[10] https://www.worldviewweekend.com/tv/video/general-mcinerney-mary-fanning-and-alan-jones-announce-covert-operation-real-time-proof
[1] https://www.livestream.com/wvwtv

Top URLs in Tweet in G2:
[72] https://www.worldviewweekend.com/tv/video/general-mcinerney-mary-fanning-and-alan-jones-announce-covert-operation-real-time-proof
[4] https://twitter.com/realMikeLindell/status/1348433244606365696
[3] https://www.livestream.com/wvwtv
[3] https://www.rjhuneke.com/
[2] https://www.silicon.co.uk/security/cyberwar/hackney-council-hackers-post-stolen-documents-349915
[2] https://www.worldviewweekend.com/tv/video/was-russian-operative-involved-us-capitol-raid-lt-general-mcinerney-says-world-war-iii-has
[2] https://smmzillow.com/product/buy-verified-payoneer-accounts/
[2] https://www.cyberwarseries.com/the-premise.html
[1] https://twitter.com/WIRED/status/1348494889206558722
[1] https://gab.com/

Top URLs in Tweet in G3:
[94] https://www.facebook.com/cyberwarbooks
[48] https://www.keepnetlabs.com/2020-cyber-security-review/
[14] https://www.scoop.it/topic/cybersecurity-leadership/p/4122647721/2021/01/12/a-better-kind-of-cybersecurity-strategy?utm_medium=social&utm_source=twitter
[14] https://varindia.com/news/ios-is-better-than-android-as-any-smartphone-can-be-hacked-to-access-data#.YAKvnRVa2dk.twitter
[12] https://techbeacon.com/security/year-ahead-security-experts-predict-21-key-trends-21
[11] https://news.mit.edu/2020/cybersecurity-deterrence-retaliation-1210
[11] https://www.imperva.com/blog/python-cryptominer-botnet-quickly-adopts-latest-vulnerabilities/
[10] https://www.linkedin.com/posts/enricofrumento_whatsapp-privacy-cybersec-activity-6754397813171331072-nHBe
[10] https://www.cio.com/article/3602939/cyber-resilience-is-critical-as-risks-to-business-keep-growing.html
[10] https://www.news18.com/news/tech/any-smartphone-can-be-hacked-to-access-all-your-data-but-ios-still-better-than-android-3294887.html

Top URLs in Tweet in G4:
[3] http://www.hackers-arise.com/single-post/2016/06/30/Hacking-SCADA-Finding-SCADA-Systems-using-Shodan
[2] https://www.hackers-arise.com/single-post/2017/02/10/SCADA-Hacking-SCADA-Prortocols-DNP3
[1] https://www.news1.kr/articles/?4184330
[1] https://www.virustotal.com/gui/file/7c532eb361c58446cecaf9ca099af443a5a674dde0ac36c3437ebd79956e04dd/detection
[1] https://www.hackers-arise.com/single-post/2018/07/15/Confessions-of-a-Professional-Hacker-How-Russian-Hackers-Compromised-the-2016-US-Presidential-Election
[1] https://www.worldviewweekend.com/tv/video/general-mcinerney-mary-fanning-and-alan-jones-announce-covert-operation-real-time-proof
[1] https://twitter.com/jim_jordan/status/1348689407642103810
[1] https://theamericanreport.org/2021/01/03/proof-positive-coordinated-cyberwarfare-attack-against-us-by-china-russia-iran-iraq-pakistan-to-steal-election-from-trump/

Top URLs in Tweet in G5:
[2] https://twitter.com/ryanjreilly/status/1349348254694170626
[2] https://twitter.com/Acosta/status/1349810898454638592
[2] http://solarleaks.net
[2] https://twitter.com/jesus_jimz/status/1351976607905439750
[1] https://twitter.com/chkuendig/status/1348730096673284101
[1] https://twitter.com/RayRedacted/status/1348583635855810561
[1] https://twitter.com/KimZetter/status/1348775431894228993
[1] https://twitter.com/NatashaBertrand/status/1349041366370820096
[1] https://twitter.com/PaulNiland/status/1349293181536493568
[1] https://www.npr.org/sections/insurrection-at-the-capitol/2021/01/13/956394330/airbnb-is-canceling-all-reservations-in-metro-d-c-during-inauguration-week

Top URLs in Tweet in G8:
[2] https://www.fastcompany.com/90209667/what-we-know-about-how-russia-combined-cyberwar-and-infowar-in-2016
[1] https://amp.theatlantic.com/amp/article/565787/
[1] https://news.yahoo.com/nato-seeks-ways-counter-russia-aggression-141839290.html
[1] https://twitter.com/heidi_cuda/status/1121694740804558848?s=21
[1] https://twitter.com/heidi_cuda/status/1139180430920261638?s=21
[1] https://twitter.com/heidi_cuda/status/1121699018151645184?s=21
[1] https://twitter.com/heidi_cuda/status/1153057269522714624?s=21
[1] https://twitter.com/heidi_cuda/status/1136639377285664769?s=21
[1] https://www.wired.com/story/russian-hackers-attack-ukraine/

Top URLs in Tweet in G10:
[2] https://www.worldviewweekend.com/tv/video/general-mcinerney-mary-fanning-and-alan-jones-announce-covert-operation-real-time-proof

Top Domains
Top Domains in Tweet in Entire Graph:
[126] tobem.com
[97] worldviewweekend.com
[94] facebook.com
[70] twitter.com
[48] keepnetlabs.com
[40] jdsupra.com
[24] zdnet.com
[20] wired.com
[20] cromwell-intl.com
[19] youtube.com

Top Domains in Tweet in G1:
[10] worldviewweekend.com
[1] livestream.com

Top Domains in Tweet in G2:
[76] worldviewweekend.com
[24] twitter.com
[5] amazon.com
[4] co.uk
[4] youtube.com
[3] livestream.com
[3] linkedin.com
[3] cyberwarseries.com
[3] rjhuneke.com
[2] trapwire.com

Top Domains in Tweet in G3:
[126] tobem.com
[94] facebook.com
[48] keepnetlabs.com
[40] jdsupra.com
[22] zdnet.com
[20] cromwell-intl.com
[14] scoop.it
[14] varindia.com
[13] ehackingnews.com
[12] techbeacon.com

Top Domains in Tweet in G4:
[6] hackers-arise.com
[1] news1.kr
[1] virustotal.com
[1] worldviewweekend.com
[1] twitter.com
[1] theamericanreport.org

Top Domains in Tweet in G5:
[22] twitter.com
[2] solarleaks.net
[1] npr.org
[1] cnn.com
[1] google.com
[1] pitchbook.com
[1] reut.rs
[1] nasa.gov
[1] pinterest.com
[1] washingtonpost.com

Top Domains in Tweet in G8:
[5] twitter.com
[2] fastcompany.com
[1] theatlantic.com
[1] yahoo.com
[1] wired.com

Top Domains in Tweet in G10:
[2] worldviewweekend.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[411] cybersecurity
[332] cyberwar
[233] hacker
[211] infosec
[179] security
[99] cyber
[89] malware
[69] cyberattack
[58] apt
[58] databreach



Top Hashtags in Tweet in G2:
[46] cyberwar
[9] cybersecurity
[4] infosec
[4] hacker
[4] cybercrime
[4] spy
[4] scifi
[4] book
[3] security
[3] it

Top Hashtags in Tweet in G3:
[386] cybersecurity
[228] hacker
[205] infosec
[176] security
[165] cyberwar
[94] cyber
[87] malware
[58] databreach
[58] cyberattack
[58] cybersecuritynews

Top Hashtags in Tweet in G4:
[46] cyberwar
[28] scadahacking
[28] cyberwarrior
[27] scada
[27] ics
[25] shodan
[24] nukesped
[24] lazarus
[24] apt
[24] anonymous

Top Hashtags in Tweet in G5:
[1] mytwitteranniversary
[1] countdowntomars
[1] make
[1] prevent
[1] export
[1] opencompute
[1] towers
[1] fiber
[1] splicing

Top Hashtags in Tweet in G6:
[1] ai
[1] ml
[1] dl
[1] bigdata
[1] robotics
[1] quantumcomputing
[1] drones
[1] genomics
[1] armament
[1] nuclear

Top Hashtags in Tweet in G7:
[27] norepayment
[2] cyberwar
[1] killerloanapps

Top Hashtags in Tweet in G9:
[1] cyberwar

Top Words
Top Words in Tweet in Entire Graph:
[3051] cyberwar
[2408] time
[2398] general
[2397] mcinerney
[2396] 2020
[2381] operation
[2376] proof
[2374] covert
[2369] announce
[2366] voter

Top Words in Tweet in G1:
[2230] cyberwar
[2229] general
[2229] mcinerney
[2229] mary
[2229] fanning
[2229] alan
[2229] jones
[2229] announce
[2229] covert
[2229] operation

Top Words in Tweet in G2:
[228] cyberwar
[91] operation
[90] proof
[89] covert
[88] 2020
[87] time
[86] mcinerney
[86] voter
[85] general
[84] announce

Top Words in Tweet in G3:
[386] #cybersecurity
[228] #hacker
[205] #infosec
[176] #security
[165] #cyberwar
[124] bamitav
[112] #cyber
[89] cyberwar
[87] #malware
[86] attack

Top Words in Tweet in G4:
[72] cyberwar
[52] scada
[46] #cyberwar
[33] three_cube
[28] #scadahacking
[28] #cyberwarrior
[27] hacking
[27] #scada
[27] #ics
[25] shadowchasing1

Top Words in Tweet in G5:
[46] cyberwar
[8] search
[7] erratarob
[6] hack
[6] one
[6] great
[6] matthew_d_green
[6] gt
[5] work
[4] thought

Top Words in Tweet in G6:
[2] semicvet50
[2] vladimerantonov
[2] montynishimura
[2] brindusab1
[2] hakflak
[2] bperrionni
[2] ritacobix
[2] amparofashion
[2] papryka5

Top Words in Tweet in G7:
[28] bosco0309
[28] india
[27] #norepayment
[27] rbi
[27] dasshaktikanta
[27] hmoindia
[27] googleindia
[27] jaijanshakti
[27] barandbench
[27] dir_ed

Top Words in Tweet in G8:
[24] heidi_cuda
[18] cyberwar
[12] russian
[12] warfare
[11] russia
[9] electronic
[8] within
[7] trump
[7] leadership
[6] military

Top Words in Tweet in G9:
[20] back
[20] dead
[20] officialdgispr
[20] keep
[20] trying
[20] lousy
[20] stunts
[20] spl
[20] thanx
[20] al__ibrahim

Top Words in Tweet in G10:
[48] woop
[29] general
[29] mcinerney
[24] texted
[24] last
[24] night
[24] missed
[24] brannon
[24] report
[24] garbage

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2393] general,mcinerney
[2373] covert,operation
[2368] proof,2020
[2367] operation,time
[2367] time,proof
[2366] announce,covert
[2366] 2020,cyberwar
[2366] cyberwar,voter
[2365] mcinerney,mary
[2365] mary,fanning

Top Word Pairs in Tweet in G1:
[2229] general,mcinerney
[2229] mcinerney,mary
[2229] mary,fanning
[2229] fanning,alan
[2229] alan,jones
[2229] jones,announce
[2229] announce,covert
[2229] covert,operation
[2229] operation,time
[2229] time,proof

Top Word Pairs in Tweet in G2:
[89] covert,operation
[86] proof,2020
[86] 2020,cyberwar
[86] cyberwar,voter
[85] general,mcinerney
[85] operation,time
[85] time,proof
[84] announce,covert
[83] mcinerney,mary
[83] mary,fanning

Top Word Pairs in Tweet in G3:
[165] #cybersecurity,#hacker
[94] #infosec,#security
[86] cyberdomain,#cybersecurity
[67] #security,#cybersecurity
[51] attack,enemy
[51] #cybersecurity,#databreach
[48] presently,countries
[48] countries,utilizing
[48] utilizing,cyberwar
[48] cyberwar,attack

Top Word Pairs in Tweet in G4:
[28] #cyberwar,#cyberwarrior
[27] scada,hacking
[27] #scada,#scadahacking
[25] hacking,finding
[25] finding,vulnerable
[25] vulnerable,scada
[25] scada,ics
[25] ics,shodan
[25] shodan,#shodan
[25] #shodan,#scada

Top Word Pairs in Tweet in G5:
[5] cyberwar,matthew_d_green
[4] gt,gt
[4] erratarob,cyberwar
[3] 54,guy
[3] guy,collecting
[3] collecting,external
[3] external,hard
[3] hard,drive
[3] great,opportunity
[3] opportunity,work

Top Word Pairs in Tweet in G6:
[2] semicvet50,vladimerantonov
[2] vladimerantonov,montynishimura
[2] montynishimura,brindusab1
[2] brindusab1,hakflak
[2] hakflak,bperrionni
[2] bperrionni,ritacobix
[2] ritacobix,amparofashion
[2] amparofashion,papryka5

Top Word Pairs in Tweet in G7:
[27] #norepayment,rbi
[27] rbi,dasshaktikanta
[27] dasshaktikanta,hmoindia
[27] hmoindia,googleindia
[27] googleindia,jaijanshakti
[27] jaijanshakti,barandbench
[27] barandbench,dir_ed
[27] dir_ed,people
[27] people,india
[26] bosco0309,#norepayment

Top Word Pairs in Tweet in G8:
[6] 12,cyberwar
[6] cyberwar,russia
[6] russia,testing
[6] testing,electronic
[6] electronic,information
[6] information,warfare
[6] warfare,capabilities
[6] capabilities,before
[6] before,running
[6] running,ongoing

Top Word Pairs in Tweet in G9:
[20] back,dead
[20] dead,officialdgispr
[20] officialdgispr,keep
[20] keep,trying
[20] trying,lousy
[20] lousy,stunts
[20] stunts,spl
[20] spl,thanx
[20] thanx,al__ibrahim
[20] al__ibrahim,theskandar

Top Word Pairs in Tweet in G10:
[29] general,mcinerney
[24] woop,woop
[24] woop,texted
[24] texted,last
[24] last,night
[24] night,missed
[24] missed,brannon
[24] brannon,report
[24] report,garbage
[24] garbage,general

Top Replied-To
Top Replied-To in Entire Graph:
@cyberwar
@erratarob
@cyberwar_15
@mike_pence
@donaldjtrumpjr
@mikko
@thehill
@ilvestoomas
@hdevreij
@timelessp

Top Replied-To in G3:
@signalapp
@wef
@nato_act
@ctvnews
@cioamaro

Top Replied-To in G4:
@cyberwar_15
@donaldjtrumpjr
@timele9527
@shadowchasing1
@laurenboebert
@jfslowik
@jim_jordan

Top Replied-To in G5:
@cyberwar
@erratarob
@mikko
@timelessp
@hdevreij
@ilvestoomas
@jameswafer85
@fuzztech
@matthew_d_green
@lenniesaurus

Top Replied-To in G6:
@semicvet50

Top Replied-To in G7:
@vivekka26780927

Top Mentioned
Top Mentioned in Entire Graph:
@realmikelindell
@bamitav
@cyberdomain
@ac360
@cnn
@halagorani
@camanpour
@cnni
@donlemon
@keepnetlabs

Top Mentioned in G1:
@realmikelindell

Top Mentioned in G2:
@amir30887102
@sand75b
@profegaby1961
@jon_henry2
@einstein1dgz
@go_blu21
@smmzillow2
@publicspherehub

Top Mentioned in G3:
@bamitav
@cyberdomain
@keepnetlabs
@ajblackston
@onelogin
@varindiamag
@ehackernews
@techbeaconcom
@mit
@transform_sec

Top Mentioned in G4:
@three_cube
@shadowchasing1
@y0uranonops
@realmaryfanning
@cyberwar_15
@suntzucyber
@marqueszero
@donaldjtrumpjr
@h4unt3dh
@realmikelindell

Top Mentioned in G5:
@cyberwar
@matthew_d_green
@nasapersevere
@ndi
@jsiscyber
@jlbeyer
@mattbailey0
@nakashimae
@acosta
@nasa

Top Mentioned in G6:
@vladimerantonov
@montynishimura
@brindusab1
@hakflak
@bperrionni
@ritacobix
@amparofashion
@papryka5
@arnabch01
@semicvet50

Top Mentioned in G7:
@bosco0309
@rbi
@dasshaktikanta
@hmoindia
@googleindia
@jaijanshakti
@barandbench
@dir_ed
@jantaki_aawaz
@razorpaycare

Top Mentioned in G8:
@heidi_cuda
@dog_in_clouds
@arcyber
@howhackersthink
@theatlantic
@wired
@fastcompany
@kevinmitnick

Top Mentioned in G9:
@officialdgispr
@al__ibrahim
@theskandar
@miryanasy
@twitterindia

Top Mentioned in G10:
@robbersonjon
@realmikelindell

Top Tweeters
Top Tweeters in Entire Graph:
@henrirouen
@sectest9
@mistersalesman
@huskorkut
@ejlazar
@monicasloves
@cybersec_feeds
@cyberdomain
@ez4u2say_janis
@marionspekker

Top Tweeters in G1:
@truckerbooman
@woitekj
@franceafrik
@tyrelle123
@ivonne6800
@elizbethlmaness
@omentando
@cozy1614
@thebling_vote
@fbag_mag

Top Tweeters in G2:
@mistersalesman
@rosesouslapluie
@eclectelectric
@realmcflappy
@miniairjin
@prayin4justin
@profegaby1961
@jgvjaime
@reesean
@karntna_bua

Top Tweeters in G3:
@sectest9
@cybersec_feeds
@cyberdomain
@codegnuts
@dna
@cybersecurityn8
@llnuxbot
@ssxman2
@mig30m6
@applertweet

Top Tweeters in G4:
@youranonriots
@a_m_m_7_7
@karintanagila
@rejectionking
@cristinadobre
@gretchenpuskas
@nuriallibertat2
@_comunello
@309cobra69
@thefreedomrpt

Top Tweeters in G5:
@ericgeller
@sansmalarkey
@swiftonsecurity
@campuscodi
@erratarob
@ilvestoomas
@dellcam
@thuotila
@ellievhall
@chrchristensen

Top Tweeters in G6:
@henrirouen
@huskorkut
@ejlazar
@monicasloves
@marionspekker
@mhall55nine
@nieuwemarlean
@jilliemary
@marienassar_
@luisam56_

Top Tweeters in G7:
@barandbench
@hydcitypolice
@rachakondacop
@vedprak13632988
@naikdolatrai
@rbi
@googleindia
@raju_tekale
@hmoindia
@vedprak10049133

Top Tweeters in G8:
@carrybeyond
@dancindoti
@fastcompany
@theatlantic
@42_dolphins
@wen0179
@alybraly
@heidi_cuda
@briantbrown2
@normangagnon3

Top Tweeters in G9:
@deadisalive3
@pradeepmisra1
@aritrac1984
@giridharmamidi
@iamrastrabadi
@theskandar
@rajinde22931232
@pklalaling
@jst_chill_out
@twitterindia

Top Tweeters in G10:
@mikerestorer
@2420tigress
@revel7272daniel
@robbersonjon
@binglewis701
@teresapresley9
@reubenj62380967
@ralanbarker
@gpola49_duke
@lbrown2952