Asus, Twitter, 3/26/2019 8:41:48 PM, 191760
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Asus_2019-03-26_09-19-12.xlsx
Asus_2019-03-26_09-19-12.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
March 26, 2019
Short Description:
Asus via NodeXL http://bit.ly/2JFQIJz
@asus
@kimzetter
@0x009ad6_810
@pc_watch
@madonomori
@josephfcox
@kaspersky
@asusrogjp
@thehackersnews
@tamaostn

Top hashtags:
#asus
#concours
#shadowhammer
#cybersecurity
#malware
#zenfonemaxpro
#twitter誕生日
#infosec
#security

Description:
Description
The graph represents a network of 16,179 Twitter users whose recent tweets contained "Asus", 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 Tuesday, 26 March 2019 at 18:42 UTC.

The tweets in the network were tweeted over the 20-hour, 6-minute period from Monday, 25 March 2019 at 20:12 UTC to Tuesday, 26 March 2019 at 16:18 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 : 16179
Unique Edges : 17478
Edges With Duplicates : 3838
Total Edges : 21316
Self-Loops : 6537
Reciprocated Vertex Pair Ratio : 0.00892661154605985
Reciprocated Edge Ratio : 0.0176952643411415
Connected Components : 4993
Single-Vertex Connected Components : 3953
Maximum Vertices in a Connected Component : 7862
Maximum Edges in a Connected Component : 11989
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 5.742784
Graph Density : 5.26812735727113E-05
Modularity : 0.700391
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[1373] https://pc.watch.impress.co.jp/docs/news/1176572.html
[485] https://www.cdiscount.com/informatique/ecrans-informatiques/asus-rog-swift-pg248q-ecran-24-fhd-dalle-tn/f-10732-asusrogpg248q.html?cm_mmc=inf-_-tw-_-cdiscount-_-jeuconcours-_-informatique-_-ecranrog-_-180319&cid=inf
[446] https://motherboard.vice.com/en_us/article/pan9wn/hackers-hijacked-asus-software-updates-to-install-backdoors-on-thousands-of-computers
[319] https://piyolog.hatenadiary.jp/entry/2019/03/26/064637
[296] https://gigazine.net/news/20190326-asus-live-update-utility-backdoor/
[165] https://japanese.engadget.com/2019/03/25/asus/
[159] https://smhn.info/201903-asus-shadowhammer
[128] https://internet.watch.impress.co.jp/docs/news/1176553.html
[125] https://securelist.com/operation-shadowhammer/89992/
[124] http://b.hatena.ne.jp/entry/s/pc.watch.impress.co.jp/docs/news/1176572.html

Top URLs in Tweet in G1:
[202] https://motherboard.vice.com/en_us/article/pan9wn/hackers-hijacked-asus-software-updates-to-install-backdoors-on-thousands-of-computers
[165] https://pc.watch.impress.co.jp/docs/news/1176572.html
[111] https://piyolog.hatenadiary.jp/entry/2019/03/26/064637
[85] https://www.wired.com/story/apple-event-tv-news-card-oprah-asus-hack-fitness-trackers
[78] https://gigazine.net/news/20190326-asus-live-update-utility-backdoor/
[70] https://www.wired.com/story/asus-software-update-hack
[45] https://japanese.engadget.com/2019/03/25/asus/
[40] https://thehackernews.com/2019/03/asus-computer-hacking.html
[39] https://arstechnica.com/information-technology/2019/03/hijacked-asus-software-updates-installed-backdoor-on-at-least-0-5-million-pcs/
[38] https://www.xataka.com/seguridad/hackers-logran-instalar-puerta-trasera-software-asus-e-infectan-miles-ordenadores

Top URLs in Tweet in G2:
[24] https://motherboard.vice.com/en_us/article/pan9wn/hackers-hijacked-asus-software-updates-to-install-backdoors-on-thousands-of-computers
[11] https://securelist.com/operation-shadowhammer/89992/
[6] https://www.kaspersky.com/blog/shadow-hammer-teaser/26149/
[5] https://www.wired.com/story/asus-software-update-hack/
[4] https://techcrunch.com/2019/03/25/asus-update-backdoor/
[3] https://www.asus.com/News/hqfgVUyZ6uyAyJe1
[3] https://twitter.com/KimZetter/status/1110167942749052928
[3] https://twitter.com/kimzetter/status/1110167942749052928?s=21
[3] https://twitter.com/ASUS/status/1110499368996495361
[3] https://www.infosecurity-magazine.com/news/over-one-million-asus-users-1/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G3:
[20] https://www.wired.com/story/apple-event-tv-news-card-oprah-asus-hack-fitness-trackers/?utm_source=twitter&utm_medium=social&utm_campaign=wired&utm_brand=wired&mbid=social_twitter&utm_social-type=owned
[17] https://motherboard.vice.com/en_us/article/pan9wn/hackers-hijacked-asus-software-updates-to-install-backdoors-on-thousands-of-computers
[15] https://www.wired.com/story/asus-software-update-hack/
[15] https://www.wired.com/story/asus-software-update-hack/?mbid=social_twitter_onsiteshare
[9] https://thehackernews.com/2019/03/asus-computer-hacking.html
[6] https://www.cnet.com/news/asus-pushes-patch-after-hackers-used-updates-to-send-malware/
[6] https://shadowhammer.kaspersky.com
[5] https://securelist.com/operation-shadowhammer/89992/
[4] https://www.asus.com/News/hqfgVUyZ6uyAyJe1
[4] https://www.amazon.com/stores/page/DE51DD37-F619-4661-8B70-B8C61C1EFCD8?ingress=0&visitId=a1e0a0c5-2bcf-4865-b7d0-e20cc512dff1

Top URLs in Tweet in G4:
[151] https://piyolog.hatenadiary.jp/entry/2019/03/26/064637
[41] https://securelist.com/operation-shadowhammer/89992/
[27] https://internet.watch.impress.co.jp/docs/news/1176553.html
[27] https://motherboard.vice.com/amp/en_us/article/pan9wn/hackers-hijacked-asus-software-updates-to-install-backdoors-on-thousands-of-computers?__twitter_impression=true
[26] https://www.theverge.com/2019/3/25/18280716/asus-update-tool-hacked-shadowhammer-malware?utm_campaign=theverge&utm_content=chorus&utm_medium=social&utm_source=twitter
[24] https://jp.reuters.com/article/asus-cyber-idJPKCN1R628D
[18] https://gigazine.net/news/20190326-asus-live-update-utility-backdoor/
[16] https://www.itmedia.co.jp/news/articles/1903/26/news074.html
[15] https://pc.watch.impress.co.jp/docs/news/1176572.html
[13] https://twitter.com/engadgetjp/status/1110387229040496640

Top URLs in Tweet in G5:
[497] https://pc.watch.impress.co.jp/docs/news/1176572.html
[58] https://internet.watch.impress.co.jp/docs/news/1176553.html
[6] https://jp.reuters.com/article/asus-cyber-idJPKCN1R628D
[5] https://gigazine.net/news/20190326-asus-live-update-utility-backdoor/
[4] https://piyolog.hatenadiary.jp/entry/2019/03/26/064637
[2] https://www.amazon.co.jp/dp/B07HY6QWXN/ref=as_li_ss_tl?ie=UTF8&linkCode=sl1&tag=jisakuhibi0b-22&linkId=259d7daa1f87d7cac3dab70fd4995dbc&language=ja_JP
[2] http://blog.livedoor.jp/wisteriear/archives/1073703672.html
[1] https://jp.reuters.com/article/asus-cyber-idJPKCN1R628D?feedType=RSS&feedName=special20
[1] https://www.aiuto-jp.co.jp/products/product_2512.php
[1] https://www.aiuto-jp.co.jp/products/product_2511.php

Top URLs in Tweet in G6:
[564] https://pc.watch.impress.co.jp/docs/news/1176572.html
[1] https://twitter.com/madonomori/status/1110452892333281280
[1] http://b.hatena.ne.jp/entry/s/pc.watch.impress.co.jp/docs/news/1176572.html
[1] https://trib.al/0bHO6W1
[1] https://www.itmedia.co.jp/enterprise/articles/1903/26/news074.html
[1] http://www.msn.com/ja-jp/news/techandscience/asus%e3%81%ae%e8%87%aa%e5%8b%95%e6%9b%b4%e6%96%b0%e3%82%92%e6%82%aa%e7%94%a8%e3%81%97%e3%81%9f%e3%82%b5%e3%83%97%e3%83%a9%e3%82%a4%e3%83%81%e3%82%a7%e3%83%bc%e3%83%b3%e6%94%bb%e6%92%83%e3%80%81%e3%83%a6%e3%83%bc%e3%82%b6%e3%83%bc%e3%81%ab%e3%83%9e%e3%83%ab%e3%82%a6%e3%82%a7%e3%82%a2%e9%85%8d%e4%bf%a1/ar-BBVdRjn?ocid=st

Top URLs in Tweet in G7:
[484] https://www.cdiscount.com/informatique/ecrans-informatiques/asus-rog-swift-pg248q-ecran-24-fhd-dalle-tn/f-10732-asusrogpg248q.html?cm_mmc=inf-_-tw-_-cdiscount-_-jeuconcours-_-informatique-_-ecranrog-_-180319&cid=inf
[2] https://twitter.com/Cdiscount/status/1108654948277989379
[2] https://www.cdiscount.com/informatique/ordinateurs-pc-portables/pc-portable-gamer-asus-fx570zd-dm121-15-6-fhd/f-10709-fx570zddm121.html?cm_mmc=inf-_-tw-_-cdiscount-_-jeuconcours-_-informatique-_-pcgamerasus-_-110319&cid=inf
[1] https://twitter.com/cdiscount/status/1108654948277989379

Top URLs in Tweet in G8:
[20] https://motherboard.vice.com/en_us/article/pan9wn/hackers-hijacked-asus-software-updates-to-install-backdoors-on-thousands-of-computers
[14] https://trib.al/n6BrQcC
[3] https://motherboard.vice.com/amp/en_us/article/pan9wn/hackers-hijacked-asus-software-updates-to-install-backdoors-on-thousands-of-computers?__twitter_impression=true
[2] https://www.csoonline.com/article/3384259/asus-users-fall-victim-to-supply-chain-attack-through-backdoored-update.html#tk.rss_all
[2] https://www.darkreading.com/attacks-breaches/attackers-compromise-asus-software-update-servers-to-distribute-malware/d/d-id/1334244?_mc=rss_x_drr_edt_aud_dr_x_x-rss-simple
[2] https://securelist.com/operation-shadowhammer/89992/
[2] https://techcrunch.com/2019/03/25/asus-update-backdoor/
[1] https://www.zdnet.com/article/asus-releases-fix-for-live-update-tool-abused-in-shadowhammer-attack/
[1] https://www.theregister.co.uk/2019/03/25/asus_software_update_utility_backdoor/
[1] https://www.wired.com/story/asus-software-update-hack/

Top URLs in Tweet in G9:
[24] https://securelist.com/operation-shadowhammer/89992/
[13] https://motherboard.vice.com/en_us/article/pan9wn/hackers-hijacked-asus-software-updates-to-install-backdoors-on-thousands-of-computers
[8] https://www.helpnetsecurity.com/2019/03/25/asus-supply-chain-attack/
[5] https://www.reddit.com/r/ASUS/comments/8qznaj/asusfourceupdaterexe_is_trying_to_do_some_mystery/
[4] https://techcrunch.com/2019/03/25/asus-update-backdoor/
[3] https://www.fayerwayer.com/2019/03/asus-malware-backdoor-actualizaciones/
[3] https://thehackernews.com/2019/03/asus-computer-hacking.html
[2] https://www.undernews.fr/malwares-virus-antivirus/alerte-des-serveurs-asus-piratee-des-mises-a-jour-malveillantes-distribuees.html?utm_source=Sociallymap&utm_medium=Sociallymap&utm_campaign=Sociallymap
[2] https://www.computable.be/cookiewall?utm_source=dlvr.it&utm_medium=twitter
[2] https://codeinsecurity.wordpress.com/2016/06/12/asus-uefi-update-driver-physical-memory-readwrite/

Top URLs in Tweet in G10:
[42] https://motherboard.vice.com/en_us/article/pan9wn/hackers-hijacked-asus-software-updates-to-install-backdoors-on-thousands-of-computers
[15] https://www.theregister.co.uk/2019/03/25/asus_software_update_utility_backdoor/
[15] https://www.heise.de/security/meldung/ShadowHammer-ASUS-verteilte-offenbar-Schadcode-an-ueber-1-Million-Nutzer-4348242.html
[9] https://isc.sans.edu/podcastdetail.html?podcastid=6426
[6] https://twitter.com/josephfcox/status/1110168415145201664
[3] https://www.grahamcluley.com/hackers-poison-asus-software-updates-may-have-infected-one-million-pcs/
[3] https://www.reuters.com/article/us-asus-cyber/asus-implements-fix-for-malware-attack-idUSKCN1R710X
[3] https://securelist.com/operation-shadowhammer/89992/
[3] https://piyolog.hatenadiary.jp/entry/2019/03/26/064637
[2] https://twitter.com/KimZetter/status/1110167942749052928

Top Domains
Top Domains in Tweet in Entire Graph:
[1776] co.jp
[649] vice.com
[487] cdiscount.com
[393] wired.com
[349] twitter.com
[319] hatenadiary.jp
[300] gigazine.net
[276] engadget.com
[205] reuters.com
[160] ne.jp

Top Domains in Tweet in G1:
[274] co.jp
[271] wired.com
[255] vice.com
[151] twitter.com
[120] engadget.com
[111] hatenadiary.jp
[82] reuters.com
[82] gigazine.net
[71] lnkd.in
[67] co.uk

Top Domains in Tweet in G2:
[31] vice.com
[15] twitter.com
[13] securelist.com
[8] kaspersky.com
[5] wired.com
[5] infosecurity-magazine.com
[5] inpact-hardware.com
[4] asus.com
[4] techcrunch.com
[4] thehackernews.com

Top Domains in Tweet in G3:
[62] wired.com
[24] vice.com
[17] twitter.com
[11] asus.com
[11] thehackernews.com
[10] kaspersky.com
[8] darkreading.com
[6] cnet.com
[6] reddit.com
[5] co.uk

Top Domains in Tweet in G4:
[151] hatenadiary.jp
[67] co.jp
[41] securelist.com
[36] vice.com
[34] theverge.com
[24] reuters.com
[21] jisakutech.com
[20] twitter.com
[18] gigazine.net
[12] zdnet.com

Top Domains in Tweet in G5:
[561] co.jp
[7] reuters.com
[5] gigazine.net
[4] hatenadiary.jp
[3] livedoor.jp
[1] twitter.com
[1] kaspersky.com
[1] swarmapp.com
[1] smhn.info
[1] ascii.jp

Top Domains in Tweet in G6:
[565] co.jp
[1] twitter.com
[1] ne.jp
[1] trib.al
[1] msn.com

Top Domains in Tweet in G7:
[486] cdiscount.com
[3] twitter.com

Top Domains in Tweet in G8:
[24] vice.com
[14] trib.al
[3] wired.com
[3] darkreading.com
[2] zdnet.com
[2] co.uk
[2] securityweek.com
[2] csoonline.com
[2] securelist.com
[2] techcrunch.com

Top Domains in Tweet in G9:
[24] securelist.com
[16] vice.com
[8] helpnetsecurity.com
[6] twitter.com
[6] reddit.com
[4] techcrunch.com
[4] thehackernews.com
[3] fayerwayer.com
[2] kaspersky.com
[2] any.run

Top Domains in Tweet in G10:
[44] vice.com
[16] co.uk
[15] twitter.com
[15] heise.de
[10] plow.io
[9] sans.edu
[3] grahamcluley.com
[3] reuters.com
[3] securelist.com
[3] hatenadiary.jp

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1015] asus
[487] concours
[415] shadowhammer
[258] cybersecurity
[226] malware
[164] zenfonemaxpro
[162] twitter誕生日
[123] infosec
[114] security
[99] hackers



Top Hashtags in Tweet in G1:
[274] asus
[86] cybersecurity
[67] malware
[48] infosec
[48] security
[39] tech
[37] shadowhammer
[30] technology
[25] software
[22] hackers

Top Hashtags in Tweet in G2:
[50] asus
[40] shadowhammer
[6] infosec
[5] cybersecurity
[5] backdoor
[4] hackers
[4] yolosec
[4] laptops
[4] ciberseguridad
[3] malware

Top Hashtags in Tweet in G3:
[88] asus
[61] malware
[58] cybersecurity
[31] appleevent
[25] win
[25] competition
[17] zenbook
[17] shadowhammer
[16] hackers
[14] infosec

Top Hashtags in Tweet in G4:
[27] サプライチェーン攻撃
[6] asus
[2] cybersecurity
[2] malware
[2] zenbook
[1] operation
[1] shadowhammer
[1] backdoored
[1] live
[1] update

Top Hashtags in Tweet in G5:
[4] asus
[4] サプライチェーン攻撃
[4] 自動更新ツール

Top Hashtags in Tweet in G7:
[486] concours
[4] rt

Top Hashtags in Tweet in G8:
[10] asus
[9] shadowhammer
[7] update
[2] cso
[2] wired
[2] malware
[2] darkreading
[2] operation
[2] backdoored
[2] live

Top Hashtags in Tweet in G9:
[171] shadowhammer
[37] asus
[16] operation
[16] backdoored
[16] live
[16] update
[16] apt
[11] infosec
[9] hackers
[7] cybersecurity

Top Hashtags in Tweet in G10:
[21] shadowhammer
[16] kaspersky
[15] sicherheitslücken
[10] security
[9] podcast
[9] daily
[8] asus
[7] privacy
[5] infosec
[4] thesas2019

Top Words
Top Words in Tweet in Entire Graph:
[3637] Words in Sentiment List#1: Positive
[5058] Words in Sentiment List#2: Negative
[9] Words in Sentiment List#3: Angry/Violent
[265357] Non-categorized Words
[274053] Total Words
[12751] asus
[3275] update
[2890] hackers
[2450] live
[2249] software

Top Words in Tweet in G1:
[3505] asus
[1044] update
[954] software
[633] hackers
[624] malware
[597] live
[533] updates
[395] computers
[347] thousands
[345] shadowhammer

Top Words in Tweet in G2:
[1500] asus
[1045] kimzetter
[863] s
[839] last
[833] hackers
[832] yr
[824] backdoor
[787] thousands
[786] computer
[780] one

Top Words in Tweet in G3:
[663] asus
[160] update
[117] software
[110] s
[108] check
[106] wired
[88] #asus
[82] infected
[80] tool
[78] kimzetter

Top Words in Tweet in G4:
[619] live
[398] 0x009ad6_810
[304] https
[304] t
[297] asus自身の正当な証明書で署名されたasus
[297] updateにマルウェアが混入しており
[297] 昨年6月から11月の間にマルウェアにハードコードされたmacアドレスによって選別されたターゲットに攻撃が行われていたようです
[211] asus
[200] shadowhammer
[196] operation

Top Words in Tweet in G5:
[497] asus製pcの自動更新ツールがトロイの木馬化
[497] 100万人規模に影響の恐れ
[489] pc_watch
[58] asus公式の自動更新ツールからマルウェア感染
[58] 日本ユーザーも標的になった
[58] サプライチェーン攻撃
[58] を確認
[55] internet_watch
[54] 世界100万人以上に影響の可能性
[51] 今日の人気記事

Top Words in Tweet in G6:
[564] asus製pcの自動更新ツールがトロイの木馬化
[560] 100万人規模に影響の恐れ
[553] pc
[553] watch
[534] madonomori
[534] これはこわい
[7] asus
[7] live
[4] pc_watchさんから
[4] なんだって

Top Words in Tweet in G7:
[489] cdiscount
[488] asus
[487] pour
[486] #concours
[486] tentez
[486] remporter
[486] tenter
[485] écran
[485] votre
[484] rog

Top Words in Tweet in G8:
[631] hackers
[403] asus
[337] josephfcox
[330] used
[314] update
[307] broke
[306] server
[306] maker
[305] push
[303] laptop

Top Words in Tweet in G9:
[365] asus
[171] #shadowhammer
[159] update
[145] live
[131] attack
[130] used
[123] supply
[123] chain
[114] backdoor
[109] operation

Top Words in Tweet in G10:
[393] asus
[189] supply
[189] chain
[185] attack
[182] mattblaze
[139] poison
[137] thing
[136] oh
[136] man
[136] worst

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1502] asus製pcの自動更新ツールがトロイの木馬化,100万人規模に影響の恐れ
[1328] asus,software
[1279] live,update
[1046] asus,live
[991] software,updates
[981] kimzetter,asus
[971] supply,chain
[926] pc,watch
[917] 100万人規模に影響の恐れ,pc
[907] installed,backdoor

Top Word Pairs in Tweet in G1:
[624] asus,software
[449] live,update
[442] software,updates
[305] asus,live
[279] software,update
[272] hijacked,asus
[262] install,backdoors
[242] hackers,hijacked
[229] thousands,computers
[215] updates,install

Top Word Pairs in Tweet in G2:
[832] last,yr
[786] kimzetter,asus
[747] asus,one
[747] one,world
[747] world,s
[747] s,largest
[747] largest,computer
[747] computer,makers
[746] computers,last
[745] makers,installed

Top Word Pairs in Tweet in G3:
[75] kimzetter,asus
[75] asus,software
[69] asus,finally
[69] finally,released
[69] released,statement
[69] statement,small
[69] small,number
[69] number,machines
[69] machines,infected
[69] infected,researchers

Top Word Pairs in Tweet in G4:
[304] https,t
[297] asus自身の正当な証明書で署名されたasus,live
[297] live,updateにマルウェアが混入しており
[297] updateにマルウェアが混入しており,昨年6月から11月の間にマルウェアにハードコードされたmacアドレスによって選別されたターゲットに攻撃が行われていたようです
[297] 昨年6月から11月の間にマルウェアにハードコードされたmacアドレスによって選別されたターゲットに攻撃が行われていたようです,https
[296] 0x009ad6_810,asus自身の正当な証明書で署名されたasus
[195] operation,shadowhammer
[152] バックドア化したasus,live
[152] live,updateを通じた攻撃
[152] updateを通じた攻撃,operation

Top Word Pairs in Tweet in G5:
[497] asus製pcの自動更新ツールがトロイの木馬化,100万人規模に影響の恐れ
[443] pc_watch,asus製pcの自動更新ツールがトロイの木馬化
[58] asus公式の自動更新ツールからマルウェア感染,日本ユーザーも標的になった
[58] 日本ユーザーも標的になった,サプライチェーン攻撃
[58] サプライチェーン攻撃,を確認
[54] を確認,世界100万人以上に影響の可能性
[52] internet_watch,asus公式の自動更新ツールからマルウェア感染
[47] 今日の人気記事,asus製pcの自動更新ツールがトロイの木馬化
[46] pc_watch,今日の人気記事
[10] live,update

Top Word Pairs in Tweet in G6:
[560] asus製pcの自動更新ツールがトロイの木馬化,100万人規模に影響の恐れ
[553] pc,watch
[551] 100万人規模に影響の恐れ,pc
[534] これはこわい,asus製pcの自動更新ツールがトロイの木馬化
[533] madonomori,これはこわい
[5] asus,live
[4] watch,pc_watchさんから
[4] pc_watchさんから,なんだって
[4] なんだって,アサスが
[4] アサスが,エイサスがやられるとは

Top Word Pairs in Tweet in G7:
[486] #concours,tentez
[486] tentez,remporter
[486] pour,tenter
[485] écran,asus
[485] tenter,votre
[484] remporter,écran
[484] asus,rog
[484] rog,swift
[484] swift,24''
[484] 24'',pour

Top Word Pairs in Tweet in G8:
[306] hackers,broke
[306] maker,asus
[305] used,push
[303] update,server
[302] absolutely,insane
[302] insane,hackers
[302] broke,update
[302] server,laptop
[302] laptop,maker
[302] asus,hackers

Top Word Pairs in Tweet in G9:
[140] asus,live
[123] supply,chain
[120] chain,attack
[97] live,updater
[93] operation,#shadowhammer
[92] craiu,asus
[92] updater,used
[92] used,big
[92] big,supply
[92] attack,dubbed

Top Word Pairs in Tweet in G10:
[189] supply,chain
[147] chain,attack
[136] oh,man
[136] man,asus
[136] asus,thing
[136] thing,worst
[136] worst,kind
[136] kind,supply
[136] attack,threatens
[136] threatens,poison

Top Replied-To
Top Replied-To in Entire Graph:
@asus
@kimzetter
@scancomputers
@asusindia
@asus_rog
@ultraliga
@askmenfess
@chi_asus
@josephfcox
@mattblaze

Top Replied-To in G1:

Top Replied-To in G2:
@kimzetter
@craiu
@gossithedog
@blowdart
@kaspersky
@stevebellovin
@bitefre4k
@cnotin
@cardinal2
@malwarejake

Top Replied-To in G3:
@asus
@scancomputers
@asusindia
@asus_rog
@asus_roguk
@franciscof_1990
@nvidiageforce
@asushelpus
@designsbyifr
@select1fromdual

Top Replied-To in G4:
@ykatombn
@xpericeamd
@keipf46
@nagoyanoteiou
@markhachman

Top Replied-To in G5:
@plane_t_jr1
@yacamochi_db

Top Replied-To in G6:
@hikallik
@tati9koma
@madonomori

Top Replied-To in G7:
@cdiscount
@frandroidpromos

Top Replied-To in G8:
@josephfcox
@davewahlstedt
@eclectiqus

Top Replied-To in G9:
@gn3mes1s
@jeffwilsontech
@craiu
@jameswt_mht
@x0rz
@vkamluk
@arkbird_solg
@zerosum0x0
@securelist
@1c3m4n_09

Top Replied-To in G10:
@mattblaze
@jeremiahg
@nikolo_z
@rayredacted
@geminiimatt
@antoniomlg
@lonseidman
@callonevan

Top Mentioned
Top Mentioned in Entire Graph:
@kimzetter
@madonomori
@pc_watch
@cdiscount
@asus
@0x009ad6_810
@josephfcox
@kaspersky
@thehackersnews
@mattblaze

Top Mentioned in G1:
@gadgetstripe

Top Mentioned in G2:
@kimzetter
@kaspersky
@zackwhittaker
@reddit
@asus
@theverge
@malwarejake
@lorenzofb
@josephfcox
@gossithedog

Top Mentioned in G3:
@asus
@wired
@kimzetter
@scan_3xs
@asusindia
@asususa
@asus_roguk
@asus_rog
@corsair
@scancomputers

Top Mentioned in G4:
@0x009ad6_810
@piyokango
@jingbay
@verge
@yamatosecurity
@jisakutech
@ntsuji
@kitagawa_takuji
@spread_jp
@catnap707

Top Mentioned in G5:
@pc_watch
@internet_watch
@tadawo0905
@rocjoh
@jisakuhibi
@asus
@asusrogjp
@piyokango
@madonomori

Top Mentioned in G6:
@madonomori
@pc_watch
@kaze
@k1togami
@arareyakonkon1
@henamo2
@sak_07_
@y_mokko

Top Mentioned in G7:
@cdiscount
@familleprovost

Top Mentioned in G8:
@josephfcox
@kimzetter
@business
@info_activism
@craiu
@lorenzofb
@asus
@securitynewsbot
@stmanfr
@jameswt_mht

Top Mentioned in G9:
@craiu
@marc_etienne_
@vkamluk
@kimzetter
@c7zero
@jameswt_mht
@0xffff0800
@matrosov
@zerosum0x0
@asus

Top Mentioned in G10:
@mattblaze
@kimzetter
@e_kaspersky
@theregister
@josephfcox
@heisec
@jeremiahg
@sans_isc
@rayredacted
@asus

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@noticiasvenezue
@item_search
@occuworld
@kakusan_rt
@aki_us_0103
@jornalistavitor
@neewsbot
@the_news_diva
@_wistu

Top Tweeters in G1:
@noticiasvenezue
@item_search
@occuworld
@aki_us_0103
@neewsbot
@_wistu
@populus1q3
@beatsthemarcos
@apatab
@republikaonline

Top Tweeters in G2:
@monalisazelf
@markplackett1
@vilinthril
@lovetogive2
@threadreaderapp
@kristenmchugh22
@corruptnsw
@nanaaki_77th
@medianieuwtjes
@gvalan

Top Tweeters in G3:
@sectest9
@paytmcare
@flipkartsupport
@httweets
@sueleugers
@kellyclelland1
@xbox
@al_diablos
@unrealallan
@ppiixx

Top Tweeters in G4:
@lady_smoker_
@you_and_i
@nobuhusababa
@kokusizu2
@tobipenguin
@rofi
@indigomode
@lnfig
@roaring_dog
@bonezine

Top Tweeters in G5:
@epy0n0ff
@coprolite
@chronocler
@miyu_archangel
@makube04
@shiieh
@winsvr2008r2
@kaisinebi
@bluesky_parking
@aho_rairu

Top Tweeters in G6:
@nasumoku
@konme222
@lope_lw
@kaze
@dratomo_super
@maida0493
@yukiyuki1115
@zarezare_diego
@hoyatetuto
@masataka_2007

Top Tweeters in G7:
@cavalcade97
@cdiscount
@josedu36
@rachelnc26
@norbyfamilys
@bennouze
@melt74fr
@tatitatoun
@tenga01100
@jambonpuree

Top Tweeters in G8:
@tradnews_
@bawangbyte
@business
@liskaaz
@runtodaylight
@zledddd
@akimcampbell
@securitynewsbot
@cliffsull
@jenevalynne

Top Tweeters in G9:
@bernadsatriani
@smartbrain
@viss
@pibegeek
@1c3m4n_09
@panther_modern
@penjordroid
@choestelus
@purrcival1
@gabry89

Top Tweeters in G10:
@jhamby
@winobs
@adekleine
@thaosteen
@0xabad1dea
@nite0wl
@doctorow
@ansisegle
@benefitvburden
@r_chirgwin


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