cyberwar, Twitter, 10/19/2020 6:42:29 AM, 238206


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cyberwar_2020-10-18_23-10-12.xlsx
cyberwar_2020-10-18_23-10-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 19, 2020
Short Description:
cyberwar via NodeXL https://bit.ly/2IFUZN3
@cybersec_feeds
@sethabramson
@sandeepkr_1
@three_cube
@wsj
@bamitav
@awakesecurity
@cybersecurityn8
@cloud_cio_
@redseal_co

Top hashtags:
#cybersecurity
#hacker
#cyberwar
#infosec
#security
#cyberattack
#antiarmeniateam

Description:
Description
The graph represents a network of 1,910 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, 19 October 2020 at 06:14 UTC.

The requested start date was Monday, 19 October 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 11-day, 13-hour, 25-minute period from Monday, 05 October 2020 at 00:22 UTC to Friday, 16 October 2020 at 13:48 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 : 1910
Unique Edges : 786
Edges With Duplicates : 4516
Total Edges : 5302
Number of Edge Types : 5
Replies to : 140
Retweet : 1969
MentionsInRetweet : 2147
Mentions : 408
Tweet : 638
Self-Loops : 690
Reciprocated Vertex Pair Ratio : 0.0183189655172414
Reciprocated Edge Ratio : 0.035978835978836
Connected Components : 313
Single-Vertex Connected Components : 150
Maximum Vertices in a Connected Component : 508
Maximum Edges in a Connected Component : 2779
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.839972
Graph Density : 0.000518349290629397
Modularity : 0.357749
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,910 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, 19 October 2020 at 06:14 UTC.

The requested start date was Monday, 19 October 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 11-day, 13-hour, 25-minute period from Monday, 05 October 2020 at 00:22 UTC to Friday, 16 October 2020 at 13:48 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:
[149] https://www.facebook.com/cyberwarbooks
[36] https://www.forbes.com/sites/daveywinder/2020/09/27/hacker-takes-coffee-machine-hostage-in-surreal-ransomware-attack/#1283310477f0
[35] https://www.wsj.com/articles/will-we-have-cyberwar-or-cyber-peace-11601910082
[30] https://internetgov.news/internet-gov-weekly-brief-s40a20-eu-launch-cyber-crisis-network-armenia-azerbaijan-cyberwar-nigeria-south-africa-on-cryptocurrencycall-for-digital-trust-security-uae-isr/
[23] https://medium.com/@sbrathwaite/what-is-ransomware-27b4ec86d9a5?source=rss------cybersecurity-5
[22] https://www.hackers-arise.com/single-post/2017/02/10/SCADA-Hacking-SCADA-Prortocols-DNP3
[17] https://www.tomsguide.com/news/shlayer-redux-mac-malware
[17] https://www.theguardian.com/technology/2020/sep/25/britain-has-offensive-cyberwar-capability-top-general-admits
[12] https://www.businesstimes.com.sg/asean-business/the-threat-of-cyber-attacks
[11] https://www.forbes.com/sites/siladityaray/2020/10/12/microsoft-disrupts-russia-linked-hacker-network-that-posed-threat-to-elections/

Top URLs in Tweet in G1:
[1] https://twitter.com/kyledcheney/status/1314332502379704320

Top URLs in Tweet in G2:
[149] https://www.facebook.com/cyberwarbooks
[36] https://www.forbes.com/sites/daveywinder/2020/09/27/hacker-takes-coffee-machine-hostage-in-surreal-ransomware-attack/#1283310477f0
[23] https://medium.com/@sbrathwaite/what-is-ransomware-27b4ec86d9a5?source=rss------cybersecurity-5
[17] https://www.tomsguide.com/news/shlayer-redux-mac-malware
[11] https://www.businesstimes.com.sg/asean-business/the-threat-of-cyber-attacks
[11] https://www.forbes.com/sites/siladityaray/2020/10/12/microsoft-disrupts-russia-linked-hacker-network-that-posed-threat-to-elections/
[9] https://securityaffairs.co/wordpress/109431/iot/iot-cybersecurity.html?utm_source=rss&utm_medium=rss&utm_campaign=iot-cybersecurity
[9] https://cointelegraph.com/news/us-vs-china-who-will-win-the-digital-currency-war?utm_content=buffer446d5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://www.technologyreview.com/2020/10/15/1010551/election-ransomware-disinformation/
[8] https://www.kaspersky.com/blog/pied-piper-hamelin/37240/

Top URLs in Tweet in G3:
[15] https://www.wsj.com/articles/will-we-have-cyberwar-or-cyber-peace-11601910082
[5] https://www.theguardian.com/technology/2020/sep/25/britain-has-offensive-cyberwar-capability-top-general-admits
[3] https://www.wsj.com/articles/will-we-have-cyberwar-or-cyber-peace-11601910082?mod=rss_Technology
[3] https://attendee.gotowebinar.com/register/901459206477876237
[2] https://www.silicon.co.uk/security/cyberwar/paying-ransomware-violate-sanctions-348106
[2] https://www.wsj.com/articles/will-we-have-cyberwar-or-cyber-peace-11601910082?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.wsj.com/articles/will-we-have-cyberwar-or-cyber-peace-11601910082?reflink=share_mobilewebshare
[2] https://fbkfinanzwirtschaft.wordpress.com/2020/10/07/will-we-have-cyberwar-or-cyber-peace/
[2] https://www.cybersecurity360.it/cybersecurity-nazionale/cyberwar-tra-usa-cina-iran-e-corea-del-nord-quando-lo-stato-e-al-centro/?utm_source=dlvr.it&utm_medium=twitter
[2] https://register.gotowebinar.com/register/901459206477876237

Top URLs in Tweet in G5:
[17] https://www.hackers-arise.com/single-post/2017/02/10/SCADA-Hacking-SCADA-Prortocols-DNP3
[3] https://www.hackers-arise.com/scada-hacking
[2] https://www.hackers-arise.com/single-post/2017/06/30/SCADA-Hacking-Why-YOU-Should-Study-SCADAICS-Hacking
[2] http://www.hackers-arise.com/single-post/2016/06/30/Hacking-SCADA-Finding-SCADA-Systems-using-Shodan
[2] https://twitter.com/three_cube/status/1214655723788886017
[1] https://twitter.com/three_cube/status/1201883015594545152
[1] https://www.hackers-arise.com/post/2016/12/2
[1] https://twitter.com/three_cube/status/1201541935397130242
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fan-approach-to-detect-ddos-attack-with-a-i-15a768998cf7%3Fsource%3Drss-------8-----------------artificial_intelligence
[1] https://www.hackers-arise.com/post/2016/07/05/scada-hacking-finding-vulnerable-scada-systems-using-google-hacking

Top URLs in Tweet in G6:
[8] https://www.wsj.com/articles/will-we-have-cyberwar-or-cyber-peace-11601910082
[7] https://www.wsj.com/articles/will-we-have-cyberwar-or-cyber-peace-11601910082?mod=tech_lead_pos11
[2] https://www.wsj.com/articles/will-we-have-cyberwar-or-cyber-peace-11601910082?st=195dre0fi1y5ct3
[1] https://www.wsj.com/articles/will-we-have-cyberwar-or-cyber-peace-11601910082?st=b4udgm1d2qqhham
[1] https://trib.al/o5Btuf2
[1] https://www.wsj.com/articles/will-we-have-cyberwar-or-cyber-peace-11601910082?&mod=djemfoe
[1] https://www.wsj.com/articles/will-we-have-cyberwar-or-cyber-peace-11601910082?st=2kppbxba4hpze8a
[1] https://www.wsj.com/articles/will-we-have-cyberwar-or-cyber-peace-11601910082?st=7aid1lncf2qw4hv
[1] https://www.wsj.com/articles/will-we-have-cyberwar-or-cyber-peace-11601910082?mod=hp_listb_pos1
[1] https://www.wsj.com/articles/will-we-have-cyberwar-or-cyber-peace-11601910082?st=6qj4qz02pjaw9jr

Top URLs in Tweet in G8:
[1] https://twitter.com/thabitsenior/status/1313467186342756353

Top Domains
Top Domains in Tweet in Entire Graph:
[360] tobem.com
[151] facebook.com
[81] wsj.com
[53] forbes.com
[51] twitter.com
[48] medium.com
[32] hackers-arise.com
[30] internetgov.news
[22] securityaffairs.co
[21] theguardian.com

Top Domains in Tweet in G1:
[1] twitter.com

Top Domains in Tweet in G2:
[255] tobem.com
[149] facebook.com
[53] forbes.com
[45] medium.com
[21] securityaffairs.co
[18] bankinfosecurity.com
[17] tomsguide.com
[14] co.uk
[11] com.sg
[11] bleepingcomputer.com

Top Domains in Tweet in G3:
[33] wsj.com
[19] twitter.com
[8] linkedin.com
[6] gotowebinar.com
[6] theguardian.com
[4] co.uk
[3] okt.to
[2] google.com
[2] wired.com
[2] wordpress.com

Top Domains in Tweet in G5:
[27] hackers-arise.com
[4] twitter.com
[1] medium.com

Top Domains in Tweet in G6:
[23] wsj.com
[1] trib.al

Top Domains in Tweet in G8:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[733] cybersecurity
[483] hacker
[459] cyberwar
[262] infosec
[243] security
[131] cyberattack
[122] antiarmeniateam
[110] databreach
[99] dataprotection
[97] antiarmenia



Top Hashtags in Tweet in G2:
[630] cybersecurity
[456] hacker
[248] infosec
[200] security
[139] cyberwar
[125] cyberattack
[109] databreach
[96] dataprotection
[89] malware
[89] ransomware

Top Hashtags in Tweet in G3:
[51] cyberwar
[18] cybersecurity
[7] cyber
[7] infosec
[5] security
[4] cyberattack
[4] china
[4] cyberwarfare
[3] iran
[3] russia

Top Hashtags in Tweet in G5:
[65] scadahacking
[62] scada
[61] cyberwar
[52] cyberwarrior
[50] ics
[34] cybersecurity
[8] shodan
[3] cybersec
[3] infosec
[3] security

Top Hashtags in Tweet in G6:
[9] cyberwar
[8] ai
[8] cybersecurity
[7] cyberpeace
[5] artificialintelligence
[3] cyberspace
[2] machinelearning
[2] sonicwall
[1] businesses
[1] techtuesday

Top Hashtags in Tweet in G7:
[4] tre45on
[2] cyberwar
[1] hybridwar
[1] deza
[1] qnazi
[1] voteblue
[1] treasontv

Top Hashtags in Tweet in G9:
[5] cyberwar
[1] endpolicebrutality
[1] impeachbuhari
[1] revolutionnow
[1] sarsmustend
[1] endsars
[1] navalny
[1] aidingandabettingputin
[1] putinatwar

Top Hashtags in Tweet in G10:
[14] cyberwar
[11] artsakh
[11] armenia
[6] cyberismainlybusiness
[3] okimjokingitsnotwar
[1] scada
[1] ics
[1] scadahacking
[1] cyberwarrior
[1] azerbaijan

Top Words
Top Words in Tweet in Entire Graph:
[1163] cyberwar
[728] #cybersecurity
[483] #hacker
[458] #cyberwar
[425] read
[376] waging
[371] kremlin
[371] criminal
[369] sethabramson
[368] consider

Top Words in Tweet in G1:
[372] cyberwar
[369] sethabramson
[369] waging
[369] kremlin
[367] god
[367] read
[367] criminal
[367] incitement
[367] consider
[367] exculpates

Top Words in Tweet in G2:
[625] #cybersecurity
[456] #hacker
[293] cyberdomain
[248] #infosec
[211] chinese
[200] #security
[196] bamitav
[172] cyber
[138] #cyberwar
[128] cyberwar

Top Words in Tweet in G3:
[92] cyberwar
[51] #cyberwar
[36] cyber
[23] peace
[18] #cybersecurity
[11] world
[10] good
[9] join
[9] lessons
[9] data

Top Words in Tweet in G4:
[138] salam
[138] dostlar
[138] bir
[138] birimizi
[138] follow
[138] yaxud
[138] retweet
[138] etmekle
[138] hecne
[138] itirmirik

Top Words in Tweet in G5:
[112] scada
[82] hacking
[66] three_cube
[65] #scadahacking
[62] #scada
[61] #cyberwar
[61] cyber
[61] war
[52] #cyberwarrior
[50] #ics

Top Words in Tweet in G6:
[46] wsj
[41] 2030
[35] very
[35] different
[35] place
[35] today
[35] good
[35] ill
[27] attack
[26] cyberspace

Top Words in Tweet in G7:
[4] svdate
[4] exact
[4] treason
[4] charge
[4] #tre45on
[4] aiding
[4] abetting
[4] hostile
[4] foreign
[4] power

Top Words in Tweet in G8:
[108] offices
[54] cyberwar
[54] began
[54] raids
[54] act
[54] dar
[54] cdm
[54] arusha
[54] tarime
[54] shutting

Top Words in Tweet in G9:
[6] nsagov
[5] cyberwar
[5] iran
[5] #cyberwar
[4] quack
[4] fbi
[3] charges
[3] youranonnews
[3] cia
[3] jennycohn1

Top Words in Tweet in G10:
[18] cyberwar
[17] down
[14] #cyberwar
[12] ok
[12] money
[11] folks
[11] know
[11] raising
[11] lot
[11] defense

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[403] #cybersecurity,#hacker
[374] waging,cyberwar
[367] god,read
[367] read,criminal
[367] criminal,incitement
[367] incitement,consider
[367] consider,exculpates
[367] exculpates,kremlin
[367] kremlin,waging
[366] sethabramson,god

Top Word Pairs in Tweet in G1:
[369] waging,cyberwar
[367] god,read
[367] read,criminal
[367] criminal,incitement
[367] incitement,consider
[367] consider,exculpates
[367] exculpates,kremlin
[367] kremlin,waging
[366] sethabramson,god
[361] cyberwar,agâ

Top Word Pairs in Tweet in G2:
[402] #cybersecurity,#hacker
[293] cyberdomain,#cybersecurity
[193] #infosec,#security
[122] #security,#cybersecurity
[98] #cybersecurity,#databreach
[98] alert,being
[98] being,spied
[98] spied,chinese
[98] chinese,agencies
[98] agencies,chinese

Top Word Pairs in Tweet in G3:
[21] cyber,peace
[20] cyberwar,cyber
[8] lessons,learned
[7] andy,greenberg
[6] #cybersecurity,#cyberwar
[6] data,integrity
[5] join,webinar
[5] integrity,veracity
[5] 2030,very
[5] very,different

Top Word Pairs in Tweet in G4:
[138] salam,dostlar
[138] dostlar,bir
[138] bir,birimizi
[138] birimizi,follow
[138] follow,yaxud
[138] yaxud,retweet
[138] retweet,etmekle
[138] etmekle,hecne
[138] hecne,itirmirik
[138] itirmirik,hamimizin

Top Word Pairs in Tweet in G5:
[72] scada,hacking
[61] cyber,war
[50] #cyberwar,#cyberwarrior
[46] #scada,#scadahacking
[41] three_cube,scada
[40] scada,ics
[29] #scadahacking,#ics
[26] #cybersecurity,#cyberwar
[25] #scadahacking,#cyberwar
[25] brink,cyber

Top Word Pairs in Tweet in G6:
[35] 2030,very
[35] very,different
[35] different,place
[35] place,today
[35] today,good
[35] good,ill
[26] attack,defend
[25] cyberspace,2030
[24] ill,deploy
[24] deploy,ai

Top Word Pairs in Tweet in G7:
[4] svdate,exact
[4] exact,treason
[4] treason,charge
[4] charge,#tre45on
[4] #tre45on,aiding
[4] aiding,abetting
[4] abetting,hostile
[4] hostile,foreign
[4] foreign,power
[4] power,cyberwar

Top Word Pairs in Tweet in G8:
[54] cyberwar,began
[54] began,raids
[54] raids,act
[54] act,offices
[54] offices,dar
[54] dar,cdm
[54] cdm,offices
[54] offices,arusha
[54] arusha,tarime
[54] tarime,shutting

Top Word Pairs in Tweet in G9:
[3] quack,quack
[3] jennycohn1,fbi
[3] fbi,cisagov
[3] cisagov,ncscgov
[3] ncscgov,nsagov
[3] nsagov,especially
[3] especially,during
[3] during,#cyberwar
[2] think,hack
[2] hack,away

Top Word Pairs in Tweet in G10:
[11] ok,folks
[11] folks,know
[11] know,raising
[11] raising,lot
[11] lot,money
[11] money,defense
[11] defense,#artsakh
[11] #artsakh,#armenia
[11] #armenia,please
[11] please,aware

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@sethabramson
@cyberdomain
@bamitav
@gulnar84344793
@sandeepkr_1
@three_cube
@antiarmeniateam
@cybertoolsbooks
@fatma_karume
@wsj

Top Mentioned in G1:
@sethabramson
@cryborg

Top Mentioned in G2:
@cyberdomain
@bamitav
@sandeepkr_1
@techopcode
@thisisgulshan
@three_cube
@alfamamadou
@steliosdasos
@cyberdost
@aucyble

Top Mentioned in G3:
@georgementz
@fambase2020
@stefano688

Top Mentioned in G4:
@gulnar84344793

Top Mentioned in G5:
@three_cube
@suntzucyber
@_phosym
@veillecyber3
@kokail
@javier_carriazo
@rickdeveloper
@jinibabd
@bamitav

Top Mentioned in G6:
@wsj
@richardclarke
@awakesecurity
@stevesanders7
@sonicwall
@raqueltobajas
@redseal_co
@avncr
@peterwsinger

Top Mentioned in G7:
@jzikah
@svdate
@greenanddwight
@psfnyc5
@bdemocratsfor
@tmalkier
@mamalouies
@g1wga
@jupiterose123
@snide_sally

Top Mentioned in G8:
@fatma_karume

Top Mentioned in G9:
@nsagov
@fbi
@youranonnews
@cia
@cisagov
@ncscgov
@defenseintel
@blackhatevents
@googledevs
@microsoft

Top Mentioned in G10:
@zankuarmenian
@uk_daniel_card
@chrisdeleon
@three_cube

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cyberdomain
@chidambara09
@llemj
@cybersec_feeds
@pparzival
@cybertoolsbooks
@iam__network
@femtech_
@kenkircher1

Top Tweeters in G1:
@kenkircher1
@ggg_says
@allchanges
@sandradunn1955
@brontyman
@loulachat
@njdoc
@boris3324
@jrweaver55
@didifrench

Top Tweeters in G2:
@sectest9
@cyberdomain
@chidambara09
@cybersec_feeds
@xaelbot
@fintechna
@cybersecurityn8
@agedchild003
@bbcnews
@llnuxbot

Top Tweeters in G3:
@bckrda
@shehzadyounis
@georgementz
@pvynckier
@ncsventures
@mediamonarchy
@espritdecorpsna
@v6news
@mark3ds
@eklaus

Top Tweeters in G4:
@aaynka
@shafag_94
@mfettahzade
@emil_shahbaz
@sabina37511611
@carla26087056
@mesimovelshen
@iswanbts
@ertugrulgoktas
@ismyl_va_20

Top Tweeters in G5:
@darkom56
@youranonriots
@12bravogran
@lenmquez
@thedovekoni
@enricofrasca3
@jaye316
@cybe_rpunkfixer
@johnwin99481254
@jefeblack

Top Tweeters in G6:
@llemj
@world_news_eng
@calcaware
@amazingchevvolt
@wsj
@thecuriousluke
@mikesimap
@syawal
@campbelljd
@luzanob

Top Tweeters in G7:
@vedehimajumdar
@kattmist
@stacy_redvirgo
@samiamsamh
@ladyoftheocean1
@medwoman1
@klee34036780
@angel_13_rising
@bytechomper
@demwrite

Top Tweeters in G8:
@mnyalama
@mhubiriwataifa
@thabitsenior
@arachuganian
@kijomba1
@anethstanley
@tonnyadamms
@bure_babalia
@bitur0
@joemugasa

Top Tweeters in G9:
@foxnews
@youranonnews
@jennycohn1
@hopmar3
@cnnbrk
@bowwow4now
@foxtv
@usarmy
@usnavy
@thedailyshow

Top Tweeters in G10:
@theleftyleftie
@uk_daniel_card
@sxcsoho
@tagnullde
@danjconn
@symonseoli
@ericdaily
@tjcmorgan
@lakersrule10
@the_p0wer