cyberwar, Twitter, 4/4/2022 6:45:49 AM, 274248


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cyberwar_2022-04-03_23-16-40.xlsx
cyberwar_2022-04-03_23-16-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 04, 2022
Short Description:
cyberwar via NodeXL https://bit.ly/35CapxP
@youranonnews
@youranonriots
@litemods
@three_cube
@cyber_miley
@bamitav
@sectest9
@thehackersnews
@droziki1
@guardian

Top hashtags:
#anonymous
#cyberwar
#oprussia
#cybersecurity
#russia
#cybercrime
#ukraine
#cyber
#hacker

Description:
Description
The graph represents a network of 5,926 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, 04 April 2022 at 06:28 UTC.

The requested start date was Monday, 04 April 2022 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 9-day, 21-hour, 52-minute period from Friday, 25 March 2022 at 02:06 UTC to Sunday, 03 April 2022 at 23:58 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 : 5926
Unique Edges : 2402
Edges With Duplicates : 11824
Total Edges : 14226
Number of Edge Types : 5
Retweet : 5266
MentionsInRetweet : 5889
Mentions : 1105
Tweet : 1653
Replies to : 313
Self-Loops : 1811
Reciprocated Vertex Pair Ratio : 0.0106348167539267
Reciprocated Edge Ratio : 0.0210458151206087
Connected Components : 978
Single-Vertex Connected Components : 618
Maximum Vertices in a Connected Component : 3898
Maximum Edges in a Connected Component : 11177
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.326285
Graph Density : 0.000175925016127172
Modularity : 0.425213
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,926 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, 04 April 2022 at 06:28 UTC.

The requested start date was Monday, 04 April 2022 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 9-day, 21-hour, 52-minute period from Friday, 25 March 2022 at 02:06 UTC to Sunday, 03 April 2022 at 23:58 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:
[124] https://www.theguardian.com/world/2022/apr/01/russia-ukraine-cyberwar
[60] https://www.theguardian.com/technology/2022/apr/01/china-accused-of-launching-cyber-attacks-on-ukraine-before-russian-invasion
[56] https://www.theguardian.com/world/2022/apr/01/russia-ukraine-cyberwar?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1648875886
[45] https://blog.malwarebytes.com/reports/2022/03/attacks-on-ukraine-communications-are-a-major-part-of-the-cyberwar/
[36] https://www.youtube.com/watch?v=GudY7XYouRk&feature=youtu.be

[32] https://nationalinterest.org/feature/russia-just-not-good-cyberwar-201465
[28] https://venturebeat.com/2022/03/25/we-may-never-know-the-full-details-of-russias-cyberwar-against-ukraine/
[28] https://www.theguardian.com/world/2022/apr/01/russia-ukraine-cyberwar?CMP=Share_iOSApp_Other
[25] https://news.sophos.com/en-us/2022/03/30/second-vulnerability-in-spring-cloud-casts-shadow-on-popular-java-framework/
[24] https://www.govinfosecurity.com/cyber-espionage-actor-deploying-malware-using-excel-a-18830#.YkjmR6O3NH9.twitter

Top URLs in Tweet in G1:
[2] https://tweetedtimes.com/MrAlias1
[2] https://postv.media/news/10728/hacked-by-gng-glory-to-ukraine
[1] https://www.theguardian.com/world/2022/apr/01/russia-ukraine-cyberwar?CMP=Share_iOSApp_Other
[1] https://www.theguardian.com/technology/2022/apr/01/china-accused-of-launching-cyber-attacks-on-ukraine-before-russian-invasion
[1] https://twitter.com/spriter99880/status/1509760927889076254
[1] https://twitter.com/YourAnonRiots/status/1439772874412339203
[1] https://twitter.com/pucksreturn/status/1508901530560307206

Top URLs in Tweet in G2:
[65] https://www.theguardian.com/world/2022/apr/01/russia-ukraine-cyberwar
[45] https://www.theguardian.com/technology/2022/apr/01/china-accused-of-launching-cyber-attacks-on-ukraine-before-russian-invasion
[18] https://www.theguardian.com/world/2022/apr/01/russia-ukraine-cyberwar?CMP=Share_iOSApp_Other
[12] https://www.npr.org/2022/04/01/1090355053/deputy-national-security-adviser-talks-about-the-risk-of-russia-waging-cyberwar
[10] https://www.theguardian.com/world/2022/apr/01/russia-ukraine-cyberwar?utm_source=dlvr.it&utm_medium=twitter
[9] https://venturebeat.com/2022/03/25/we-may-never-know-the-full-details-of-russias-cyberwar-against-ukraine/
[9] https://www.reviewgeek.com/113090/the-great-cyberwar-has-just-begun-you-need-to-protect-yourself/
[7] https://beincrypto.com/blockchain-cybersecurity-modern-cyberwar-makes-it-urgent/?utm_source=dlvr.it&utm_medium=twitter
[7] https://tweetedtimes.com/media/guardian/all
[7] https://medium.com/our-world-tomorrow/how-one-lone-hacker-is-waging-a-cyberwar-against-north-korea-24ee246dfcb4

Top URLs in Tweet in G3:
[33] https://www.youtube.com/watch?v=GudY7XYouRk&feature=youtu.be

[5] https://www.hackers-arise.com/post/sdr-for-hackers-jamming-russian-military-signals-in-ukraine
[4] https://www.hackers-arise.com/post/round-2-of-the-great-cyberwar-of-2022-attacking-russia-s-schneider-electric-scada-ics-sites
[3] https://www.hackers-arise.com/post/2016/09/21/Scada-Hacking-Default-Passwords-for-Nearly-Every-SCADA-System
[3] https://www.dw.com/p/2yEen?maca=en-Twitter-sharing
[3] https://www.secureworld.io/industry-news/anonymous-cyber-war-russia?hss_channel=tw-288478528&utm_content=buffercd67a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.difesaesicurezza.com/en/cyber-en/ukraine-anonymous-declares-war-also-on-china-after-russia/
[2] https://twitter.com/_Blue_hornet/status/1510470877548322816
[2] https://twitter.com/pucksreturn/status/1507430773707710469
[2] http://government.ru

Top URLs in Tweet in G4:
[27] https://nationalinterest.org/feature/russia-just-not-good-cyberwar-201465
[24] https://news.sophos.com/en-us/2022/03/30/second-vulnerability-in-spring-cloud-casts-shadow-on-popular-java-framework/
[23] https://www.govinfosecurity.com/cyber-espionage-actor-deploying-malware-using-excel-a-18830#.YkjmR6O3NH9.twitter
[21] https://www.theguardian.com/world/2022/apr/01/russia-ukraine-cyberwar
[20] https://www.cnbc.com/2022/04/01/which-companies-are-being-targeted-by-anonymous-see-their-responses.html
[19] https://www.insideindianabusiness.com/articles/malware-its-not-just-in-your-inbox-anymore-2
[19] https://www.theguardian.com/technology/2022/apr/01/china-accused-of-launching-cyber-attacks-on-ukraine-before-russian-invasion?CMP=Share_iOSApp_Other
[18] https://www.helpnetsecurity.com/2022/04/01/javascript-security/
[17] https://www.bleepingcomputer.com/news/security/critical-gitlab-vulnerability-lets-attackers-take-over-accounts/
[16] https://thehackernews.com/2022/03/another-chinese-hacking-group-spotted.html

Top URLs in Tweet in G5:
[1] https://www.theguardian.com/world/2022/apr/01/russia-ukraine-cyberwar
[1] https://t.me/itarmyofukraine2022
[1] https://t.me/itarmyofukraine2022eng

Top URLs in Tweet in G6:
[13] https://minfin.gov.ru
[10] https://www.coindesk.com/layer2/2022/03/30/inside-the-ukrainian-crypto-startup-waging-cyberwar-on-russia/
[1] https://beincrypto.com/blockchain-cybersecurity-modern-cyberwar-makes-it-urgent/
[1] https://hacken.io/industry-news-and-insights/weekly-news-digest-80/
[1] https://finance.yahoo.com/news/ukrainian-ceo-turned-hacker-details-the-official-cyber-war-between-russia-and-ukraine-160134247.html?ncid=twitter_yfsocialtw_l1gbd0noiom
[1] https://twitter.com/lemondefr/status/1507258822527701016
[1] https://minjust.gov.ru/
[1] https://minenergo.gov.ru/
[1] https://blog.malwarebytes.com/reports/2022/03/attacks-on-ukraine-communications-are-a-major-part-of-the-cyberwar/
[1] https://www.justice.gov/opa/press-release/file/1486831/download

Top URLs in Tweet in G7:
[4] https://www.derpragmaticus.com/r/cyberwar/
[2] https://www.theguardian.com/world/2022/apr/01/russia-ukraine-cyberwar
[2] https://thehackernews.com/2022/03/fcc-adds-kaspersky-and-chinese-telecom.html
[2] https://oe1.orf.at/programm/20220329/672761/Radiokolleg-Datenpunkte-im-Informationszeitalter
[1] https://www.thedailybeast.com/top-kremlin-mouthpiece-warns-of-inevitable-war-with-us-over-another-ukraine-land-grab
[1] https://www.politico.com/news/2022/03/23/russia-ukraine-cyberwar-putin-00019440
[1] https://www.eventbrite.com/e/brutecast-lessons-for-cyber-strategy-after-the-ukraine-war-tickets-309114930077
[1] https://www.nytimes.com/2022/03/18/opinion/cyberwar-ukraine-russia.html
[1] https://twitter.com/780thC/status/1509935282782674971
[1] https://twitter.com/DuffelBlog/status/1507364178348052490

Top URLs in Tweet in G8:
[51] https://www.theguardian.com/world/2022/apr/01/russia-ukraine-cyberwar?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1648875886
[22] https://www.theguardian.com/world/2022/apr/01/russia-ukraine-cyberwar?utm_term=Autofeed&CMP=twt_b-gdnnews&utm_medium=Social&utm_source=Twitter#Echobox=1648877105
[7] https://www.theguardian.com/world/2022/apr/01/russia-ukraine-cyberwar
[1] https://twitter.com/spacelasercom/status/1507651329119850497
[1] https://www.washingtonpost.com/national-security/2022/03/24/russian-military-behind-hack-satellite-communication-devices-ukraine-wars-outset-us-officials-say/
[1] https://www.theverge.com/2022/3/25/22996187/russian-military-hack-viasat-internet-satellite-ukraine
[1] https://news.sky.com/preview/3235529?apikey=emBxmU422HtDQxDZ
[1] https://whatsnew2day.com/missile-attack-on-ukrainian-military-base-launched-after-russian-forces-hacked-into-british-phones/
[1] https://twitter.com/visegrad24/status/1509969222738321410
[1] https://ukrainenewstoday.com/its-our-home-turf-the-man-on-ukraines-digital-frontline/

Top URLs in Tweet in G9:
[1] https://www.cnbc.com/2022/03/23/ukrainian-coders-splitting-their-time-between-day-job-and-cyberwar.html

Top Domains
Top Domains in Tweet in Entire Graph:
[349] theguardian.com
[320] twitter.com
[133] bleepingcomputer.com
[104] thehackernews.com
[82] cnbc.com
[80] youtube.com
[57] malwarebytes.com
[54] venturebeat.com
[50] nationalinterest.org
[43] cybernews.com

Top Domains in Tweet in G1:
[3] twitter.com
[2] theguardian.com
[2] tweetedtimes.com
[2] postv.media

Top Domains in Tweet in G2:
[159] theguardian.com
[51] twitter.com
[37] tweetedtimes.com
[18] venturebeat.com
[17] npr.org
[13] reviewgeek.com
[12] malwarebytes.com
[11] youtube.com
[11] coindesk.com
[11] beincrypto.com

Top Domains in Tweet in G3:
[107] twitter.com
[50] youtube.com
[16] hackers-arise.com
[14] thehackernews.com
[6] bleepingcomputer.com
[5] difesaesicurezza.com
[5] secureworld.io
[3] dw.com
[2] substack.com
[2] anonfiles.com

Top Domains in Tweet in G4:
[124] bleepingcomputer.com
[81] thehackernews.com
[45] nationalinterest.org
[44] theguardian.com
[42] cnbc.com
[32] twitter.com
[27] venturebeat.com
[26] cybernews.com
[25] securityaffairs.co
[24] sophos.com

Top Domains in Tweet in G5:
[2] t.me
[1] theguardian.com

Top Domains in Tweet in G6:
[15] gov.ru
[11] coindesk.com
[5] twitter.com
[2] reviewgeek.com
[1] beincrypto.com
[1] hacken.io
[1] yahoo.com
[1] malwarebytes.com
[1] justice.gov

Top Domains in Tweet in G7:
[18] twitter.com
[4] derpragmaticus.com
[4] orf.at
[2] theguardian.com
[2] politico.com
[2] thehackernews.com
[1] thedailybeast.com
[1] eventbrite.com
[1] nytimes.com
[1] newsweek.com

Top Domains in Tweet in G8:
[81] theguardian.com
[2] twitter.com
[1] washingtonpost.com
[1] theverge.com
[1] sky.com
[1] whatsnew2day.com
[1] ukrainenewstoday.com
[1] slowmist.com

Top Domains in Tweet in G9:
[1] cnbc.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2407] anonymous
[2248] cyberwar
[1904] oprussia
[765] cybersecurity
[653] russia
[651] cybercrime
[605] ukraine
[501] cyber
[396] hacker
[362] cyberattack



Top Hashtags in Tweet in G1:
[1634] anonymous
[1633] oprussia
[6] russia
[5] ukraine
[4] stoprussia
[4] cyberwar
[3] putin
[3] poutine
[3] russie
[3] kiev

Top Hashtags in Tweet in G2:
[181] cyberwar
[53] cybersecurity
[47] ukraine
[36] russia
[23] cyberattack
[16] cyberattacks
[14] infosec
[12] ukrainewar
[12] malware
[12] security

Top Hashtags in Tweet in G3:
[467] anonymous
[349] cyberwar
[195] russia
[160] oprussia
[118] scada
[109] cyberattack
[105] ics
[104] scadahacking
[103] ukraine
[101] expectus

Top Hashtags in Tweet in G4:
[1089] cyberwar
[593] cybercrime
[463] cybersecurity
[443] cyber
[360] hacker
[258] ukraine
[237] russia
[217] infosec
[201] privacy
[180] apt

Top Hashtags in Tweet in G5:
[36] anonymous
[27] oprussia
[10] russia
[7] cyberwar
[3] hackers
[3] ukraine
[2] expectus
[2] world
[2] cyberattack
[2] cyberpunk

Top Hashtags in Tweet in G6:
[30] cyberwar
[11] ukraine
[10] disbalancer
[10] ddos
[7] scada
[6] scadahacking
[6] ics
[5] russia
[4] anonymous
[4] cyberwarrior

Top Hashtags in Tweet in G7:
[38] cyberwar
[15] cyber
[10] russia
[9] krieg
[7] teamkrulak
[7] europe
[6] brutecast
[5] war
[5] infosec
[4] ukraine

Top Hashtags in Tweet in G8:
[12] ukraine
[10] cyberwar
[10] russia
[3] satellites
[2] war
[2] putunswar
[1] china
[1] hackers
[1] nato
[1] standwithukraine️

Top Hashtags in Tweet in G9:
[2] maidan
[2] belarus
[1] thebiglie
[1] stopthesteal
[1] activemeasures
[1] cyberwar
[1] goptherussianparty
[1] seditiousconspiracy
[1] ukrainewar

Top Hashtags in Tweet in G10:
[35] anonymous
[20] putin
[6] oprussia
[4] ukraine
[3] ukraine️
[2] ukrainerussiawar
[2] ukrainerussianwar
[2] cyberwar
[2] hacking
[1] ukraina

Top Words
Top Words in Tweet in Entire Graph:
[3959] cyberwar
[3646] putin
[2819] russia
[2408] #anonymous
[2247] #cyberwar
[2133] against
[1904] #oprussia
[1763] until
[1736] continue
[1729] youranonnews

Top Words in Tweet in G1:
[3256] putin
[1634] #anonymous
[1633] #oprussia
[1631] cyberwar
[1630] youranonnews
[1629] against
[1629] russia
[1628] continue
[1628] until
[1628] ceases

Top Words in Tweet in G2:
[450] cyberwar
[277] ukraine
[217] russia
[180] #cyberwar
[111] cyber
[105] experts
[98] escalate
[96] slow
[96] begins
[91] attacks

Top Words in Tweet in G3:
[467] #anonymous
[400] cyberwar
[349] #cyberwar
[296] russia
[259] three_cube
[193] #russia
[162] putin
[160] #ukraine
[160] #oprussia
[154] against

Top Words in Tweet in G4:
[1089] #cyberwar
[593] #cybercrime
[544] bamitav
[473] #cyber
[463] #cybersecurity
[360] #hacker
[299] #ukraine
[225] #russia
[217] #infosec
[201] #privacy

Top Words in Tweet in G5:
[306] cyberwar
[273] litemods
[272] declare
[272] support
[272] russia's
[272] criminal
[272] violent
[272] actions
[272] towards
[272] innocent

Top Words in Tweet in G6:
[91] russia
[81] cyberwar
[46] coindesk
[36] hackenclub
[36] goal
[32] more
[31] crypto
[30] #cyberwar
[29] thedisbalancer
[28] launch

Top Words in Tweet in G7:
[38] #cyberwar
[25] cyberwar
[18] war
[16] good
[15] cyber
[15] #cyber
[14] ukraine
[12] russia
[10] juliadavisnews
[10] top

Top Words in Tweet in G8:
[102] ukraine
[81] russia
[80] cyberwar
[78] slow
[78] begins
[78] escalate
[78] experts
[54] guardian
[26] nanospacecrafts
[23] guardiannews

Top Words in Tweet in G9:
[5] zazzybritches
[5] eddsmitty
[4] gangstamimi
[4] small1ldy1
[4] donnak831
[4] burrddoh
[4] hondoresists
[4] mama_hipster
[4] redlorainev
[3] shaken0stirred

Top Words in Tweet in G10:
[77] against
[69] spedoxanomymous
[58] cyberwar
[46] regime
[44] stop
[43] corrupt
[38] think
[35] #anonymous
[31] news
[30] until

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1927] cyberwar,against
[1824] against,russia
[1771] #anonymous,#oprussia
[1729] putin,#anonymous
[1728] #oprussia,cyberwar
[1728] russia,continue
[1728] continue,until
[1728] until,putin
[1728] putin,ceases
[1728] ceases,hostilities

Top Word Pairs in Tweet in G1:
[1629] cyberwar,against
[1628] putin,#anonymous
[1628] #anonymous,#oprussia
[1628] #oprussia,cyberwar
[1628] against,russia
[1628] russia,continue
[1628] continue,until
[1628] until,putin
[1628] putin,ceases
[1628] ceases,hostilities

Top Word Pairs in Tweet in G2:
[96] begins,escalate
[94] cyberwar,ukraine
[94] escalate,experts
[91] ukraine,begins
[90] slow,cyberwar
[85] russia,slow
[68] attacks,ukraine
[61] cyber,attacks
[57] russian,invasion
[56] china,accused

Top Word Pairs in Tweet in G3:
[117] cyberwar,against
[112] against,russia
[106] jamming,russian
[106] russian,military
[90] #anonymous,#oprussia
[85] arise,hack
[84] interview,hackers
[84] hackers,arise
[83] hack,russia
[78] three_cube,round

Top Word Pairs in Tweet in G4:
[552] #cyberwar,#cybercrime
[412] #cybercrime,#cyber
[260] #cyber,#hacker
[182] #hacker,#privacy
[160] #privacy,#apt
[128] #apt,#bot
[111] #bot,#ciso
[108] #100daysofcode,#codenewbies
[83] #cybersecurity,#infosec
[82] #cybersecurity,#cyberwar

Top Word Pairs in Tweet in G5:
[272] declare,cyberwar
[272] cyberwar,support
[272] support,russia's
[272] russia's,criminal
[272] criminal,violent
[272] violent,actions
[272] actions,towards
[272] towards,innocent
[272] innocent,civilians
[272] civilians,propaganda

Top Word Pairs in Tweet in G6:
[27] goal,housewife
[27] housewife,texas
[27] texas,open
[27] open,laptop
[27] laptop,launch
[27] launch,attack
[27] attack,russia
[27] russia,two
[27] two,clicks
[27] clicks,exec

Top Word Pairs in Tweet in G7:
[9] top,kremlin
[9] kremlin,mouthpiece
[9] mouthpiece,warns
[9] warns,inevitable
[9] inevitable,war
[9] war,over
[9] over,another
[9] another,ukraine
[9] ukraine,land
[9] land,grab

Top Word Pairs in Tweet in G8:
[78] slow,cyberwar
[78] begins,escalate
[78] escalate,experts
[76] russia,slow
[76] cyberwar,ukraine
[76] ukraine,begins
[50] guardian,russia
[21] guardiannews,russia
[19] ukraine,war
[16] war,mobile

Top Word Pairs in Tweet in G9:
[4] zazzybritches,eddsmitty
[3] mledaloo,lissthesassy
[3] go,stone
[3] stone,age
[3] age,ukrainian
[3] ukrainian,coders
[3] coders,splitting
[3] splitting,time
[3] time,between
[3] between,work

Top Word Pairs in Tweet in G10:
[49] cyberwar,against
[43] corrupt,regime
[43] stop,cyberwar
[28] twitter,trying
[28] trying,censor
[28] censor,shows
[28] shows,again
[28] again,socials
[28] socials,censorship
[28] censorship,against

Top Replied-To
Top Replied-To in Entire Graph:
@mediasettgcom24
@agenzia_ansa
@fattoquotidiano
@_blue_hornet
@petergomezblog
@geedawg55975157
@delyp_53
@emmanuelmacron
@squad3o3
@litemods

Top Replied-To in G1:
@youranonnews

Top Replied-To in G2:
@gurucul

Top Replied-To in G3:
@_blue_hornet
@geedawg55975157
@squad3o3
@anonymu93247206
@eyalpinko
@itarmyua
@anonopsse
@cyberknow20
@depaixporteur

Top Replied-To in G4:
@briankrebs
@merck
@txapulincolorid
@ncsc

Top Replied-To in G5:
@litemods
@pmoindia
@anonnewsitalia
@repmtg
@laurenboebert

Top Replied-To in G6:
@caseyjohnellis
@coindesk
@ryansadams
@bootlesshacker
@brysonbort
@johnjhacking
@hackenclub
@ivanastradner
@grahamhelton3

Top Replied-To in G7:
@emmanuelmacron
@juliadavisnews
@jonrlindsay
@franctireurmag
@chuck_petras
@hoanssolo
@cdr2012neu
@jueschlechter
@lukas_bittner
@maddow

Top Replied-To in G8:
@guardiannews

Top Replied-To in G9:
@shaken0stirred
@wildpalmsltd
@wolfwisdom58
@small1ldy1

Top Mentioned
Top Mentioned in Entire Graph:
@youranonnews
@bamitav
@three_cube
@litemods
@thehackersnews
@squad3o3
@spedoxanomymous
@pucksreturn
@sandypsj
@guardian

Top Mentioned in G1:
@youranonnews
@rita6942
@crypton67905169
@anovni1
@osint_cyberops

Top Mentioned in G2:
@stevesanders7
@truthseekers111
@davidpo10656244
@nycremilton
@acooedi
@brand9couk
@adfinitasitalia
@slaterdorie

Top Mentioned in G3:
@three_cube
@squad3o3
@pucksreturn
@youranonnews
@youtube
@anonymous_link
@youranonriots
@zekeriufunet
@kamaromarie
@bamitav

Top Mentioned in G4:
@bamitav
@thehackersnews
@twelvesec
@stratorob
@carlesdijous
@anovni1
@thenatlinterest
@three_cube
@grepnetics
@obussmann

Top Mentioned in G5:
@litemods
@youranonnews
@robdn
@pucksreturn
@anonymousxop
@three_cube
@_barbby
@iam_seanbond
@kamikazejapan5
@janus_putkonen

Top Mentioned in G6:
@hackenclub
@coindesk
@thedisbalancer
@ha
@_africanunion
@msmhelal
@buda_kyiv
@ivanastradner
@three_cube
@serhii_d

Top Mentioned in G7:
@juliadavisnews
@lukas_bittner
@doctrine_man
@thekrulakcenter
@joebiden
@potus
@vladimirputin
@navalny
@780thc

Top Mentioned in G8:
@guardian
@nanospacecrafts
@guardiannews
@fabiochiusi
@theoverview_
@matisaksk
@three_cube
@youranonnews

Top Mentioned in G9:
@zazzybritches
@eddsmitty
@gangstamimi
@donnak831
@burrddoh
@hondoresists
@mama_hipster
@redlorainev
@everare4
@small1ldy1

Top Mentioned in G10:
@spedoxanomymous
@youranonnews
@litemods
@twelvesec
@_barbby
@anovni1
@pucksreturn
@three_cube

Top Tweeters
Top Tweeters in Entire Graph:
@infoitinterno
@informacija
@sectest9
@knewz_currently
@mrdjones
@paoloigna1
@edinburghwatch
@falconhamada_90
@s9tmt
@xaelbot

Top Tweeters in G1:
@rjber15
@dancas2
@ronaldclarke
@nakanoyoo
@sylviaz1913
@michelejeanson1
@cherokeenative3
@pelias01
@pinchandscrimp
@johnnydee62

Top Tweeters in G2:
@infoitinterno
@informacija
@knewz_currently
@mrdjones
@paoloigna1
@bitcoinagile
@jondknight
@yymods
@dataaugmented
@it_securitynews

Top Tweeters in G3:
@edinburghwatch
@yarosisnancy
@oldsalz
@kulturbolschewi
@youranonriots
@jfifudhdvhdjzuh
@loreyjeanene
@kevtkel
@botfemale
@urbanosoax

Top Tweeters in G4:
@sectest9
@xaelbot
@codedailybot
@javascriptd
@orgetorix
@cybersecurityn8
@jfsebastian146
@fabriciosx
@rvp
@salomnm

Top Tweeters in G5:
@ansisegle
@margymayell
@cmwheatley56
@lprivileged
@aniaa_a_a
@donnadon9
@mariamisilewich
@paulcogan
@orbistertius3
@eyejosh

Top Tweeters in G6:
@theluckyman
@srubenfeld
@yahoofinance
@thetimes
@techmemechatter
@uk_daniel_card
@swiftpfote
@inarimedia
@coindesk
@thepacketrat

Top Tweeters in G7:
@business
@azazet
@slkpca
@moontiger5735
@cyb3rb0r6
@olophnihlson
@msnbc
@navalny
@erratarob
@disruptions_

Top Tweeters in G8:
@_redfrog
@saragomezaranci
@real_infinity95
@iflck
@maguyboivin
@fleming77
@guardian
@jomajority
@glynmoody
@katelynisviolet

Top Tweeters in G9:
@netminnow
@tam_resist
@co_rapunzel4
@theon_orbis
@fenrir_71
@citizenwonk
@agavecorn
@small1ldy1
@luciarendn4
@bullsranch99

Top Tweeters in G10:
@proudcanadavet
@thisisalogin
@rayburnbev
@kateisblu
@brthnm
@tankwanhong
@paomickel
@rrkile1
@dangeroushedges
@betterbyfar