signals intelligence, Twitter, 5/14/2022 11:14:07 PM, 276318


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signals intelligence_2022-05-14_11-12-01.xlsx
signals intelligence_2022-05-14_11-12-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 14, 2022
Short Description:
signals intelligence via NodeXL https://bit.ly/3lbo2YR
@mhmck
@chuckpfarrer
@uaweapons
@markhertling
@panyiszabolcs
@madoffstash2
@gchq
@mihoflowersy
@ballygan1971
@turgut_guliyev

Top hashtags:
#ukraine
#kharkiv
#otd
#ai
#versal
#rwanda
#uganda
#intelligence
#hacked

Description:
Description
The graph represents a network of 3,421 Twitter users whose tweets in the requested range contained "signals intelligence", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 14 May 2022 at 18:14 UTC.

The requested start date was Saturday, 14 May 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 13-day, 21-hour, 23-minute period from Saturday, 30 April 2022 at 00:39 UTC to Friday, 13 May 2022 at 22:03 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 : 3421
Unique Edges : 536
Edges With Duplicates : 6243
Total Edges : 6779
Number of Edge Types : 5
Retweet : 3092
MentionsInRetweet : 3165
Tweet : 160
Replies to : 117
Mentions : 245
Self-Loops : 172
Reciprocated Vertex Pair Ratio : 0.000571755288736421
Reciprocated Edge Ratio : 0.00114285714285714
Connected Components : 206
Single-Vertex Connected Components : 74
Maximum Vertices in a Connected Component : 2442
Maximum Edges in a Connected Component : 5272
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.326161
Graph Density : 0.000299149901451475
Modularity : 0.445391
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,421 Twitter users whose tweets in the requested range contained "signals intelligence", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 14 May 2022 at 18:14 UTC.

The requested start date was Saturday, 14 May 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 13-day, 21-hour, 23-minute period from Saturday, 30 April 2022 at 00:39 UTC to Friday, 13 May 2022 at 22:03 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 : signals intelligence
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:
[7] https://thegreatlakeseye.com/post?s=Rwanda--Uganda--military--intelligence--meeting--signals--more--improved--relations_613
[6] https://debatemindcontrol.webador.co.uk/alien-mind-control/how-victims-are-targeted/listening-contacting-aliens/nsa-signals-intelligence-sigint
[4] https://ukdefencejournal.org.uk/british-surveillance-aircraft-monitors-russian-black-sea-fleet/
[4] https://mappingignorance.org/2022/05/04/blasting-out-earths-location/
[3] https://www.spaceforce.com/careers/signals-intelligence-analyst
[3] https://wrenchinthegears.com/
[3] https://www.blog.sindibad.tn/new-signals-from-space-could-end-the-great-silence-seti/
[2] https://www.darkreading.com/threat-intelligence/five-buck-malware-worrying-cyber-future?utm_medium=social&utm_source=bambu
[2] https://kirby.unsw.edu.au/news/major-crypto-gift-fund-kirby-institute-open-source-artificial-intelligence-tool-prevent
[2] https://www.darkreading.com/threat-intelligence/five-buck-malware-worrying-cyber-future

Top URLs in Tweet in G3:
[1] https://twitter.com/htTweets/status/1521250680077316096?t=Ejf44ZYAMWL1l2Dp7XMVLw&s=19

Top URLs in Tweet in G4:
[1] https://twitter.com/c_samaliot/status/1525155374768201729
[1] https://ukdefencejournal.org.uk/british-surveillance-aircraft-monitors-russian-black-sea-fleet/
[1] https://twitter.com/HerryNapit/status/1514483334440951809

Top URLs in Tweet in G7:
[4] https://mappingignorance.org/2022/05/04/blasting-out-earths-location/
[3] https://www.blog.sindibad.tn/new-signals-from-space-could-end-the-great-silence-seti/
[2] https://ukdefencejournal.org.uk/british-surveillance-aircraft-monitors-russian-black-sea-fleet/
[1] http://www.aaiforesight.com/newsletter/reading-past-artificial-general-intelligence-messages-time-capsule-and-more
[1] https://www.eastmojo.com/space/2022/05/01/anybody-out-there-astronomers-set-to-send-messages-into-space/
[1] https://twitter.com/palmerLoni4/status/1520379706587160577
[1] https://twitter.com/BadSocialism/status/1521115219602386944
[1] https://www.dailymail.co.uk/news/article-10774819/Beijing-looks-save-3-2tln-foreign-reserves-sanctions-event-military-conflict.html
[1] https://www.youtube.com/watch?v=vsGbO_KLkho&feature=youtu.be

[1] https://aylien.com/blog/the-importance-of-proactive-monitoring-for-risk-and-market-intelligence?utm_content=206796809&utm_medium=social&utm_source=twitter&hss_channel=tw-186325183

Top URLs in Tweet in G9:
[1] https://www.nsa.gov/portals/75/documents/news-features/declassified-documents/cryptologic-spectrum/translator.pdf
[1] https://cryptologicfoundation.org/what-we-do/educate/bytes/this_day_in_history_calendar.html/event/2022/04/01/1648789200/1930-frank-rowlett-goes-to-work-for-william-friedman/71848
[1] https://www.gchq.gov.uk/section/locations/scarborough

Top URLs in Tweet in G10:
[1] https://www.youtube.com/c/GBNewsOnline?sub_confirmation=1

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[246] ukraine
[244] kharkiv
[21] otd
[11] ai
[8] versal
[7] rwanda
[7] uganda
[6] intelligence
[5] hacked
[5] signals



Top Hashtags in Tweet in G4:
[237] ukraine
[237] kharkiv
[1] russia
[1] ukrainerussiawar

Top Hashtags in Tweet in G5:
[4] ukraine
[4] kharkiv

Top Hashtags in Tweet in G6:
[1] ukraine
[1] kharkiv

Top Hashtags in Tweet in G7:
[3] boozallen
[3] it
[2] kharkiv
[1] space
[1] ukrainerussiawar
[1] ukraine
[1] ukrainian
[1] russian
[1] conversationalintelligence
[1] salesanalytics

Top Hashtags in Tweet in G9:
[21] otd
[5] hacked
[1] ai
[1] uap
[1] cyberpunk
[1] crimesagainsthumanity
[1] canada

Top Words
Top Words in Tweet in Entire Graph:
[2891] signals
[2127] intelligence
[2086] targeted
[1577] russian
[1505] ukrainian
[1501] destroyed
[1373] general
[1267] using
[1255] command
[1251] april

Top Words in Tweet in G1:
[1093] april
[1093] 30
[1093] using
[1093] signals
[1093] intelligence
[1093] ukrainian
[1093] defenders
[1093] targeted
[1093] destroyed
[1093] command

Top Words in Tweet in G2:
[895] targeted
[886] signals
[794] general
[794] simonov
[792] ten
[792] ru
[792] major
[792] andrei
[792] killed
[792] today

Top Words in Tweet in G3:
[500] general
[251] engineers
[250] bad
[250] reporting
[250] combat
[250] engineer
[250] corps
[250] arm
[250] service
[250] cadre

Top Words in Tweet in G4:
[294] signals
[276] intelligence
[270] russian
[267] destroyed
[265] ukrainian
[239] position
[239] army
[239] oblast
[238] near
[238] 18

Top Words in Tweet in G5:
[334] collection
[149] signals
[142] intelligence
[113] markhertling
[112] many
[112] imagery
[111] comes
[111] ways
[111] overhead
[111] satellite

Top Words in Tweet in G6:
[57] antal
[57] rogán
[57] pm
[57] orbán's
[57] propaganda
[57] minister
[57] charge
[57] gov't
[57] advertisement
[57] campaigns

Top Words in Tweet in G7:
[108] intelligence
[94] signals
[14] such
[12] gt
[11] electronic
[9] space
[9] great
[9] russian
[9] ukraine
[7] more

Top Words in Tweet in G9:
[37] signals
[37] intelligence
[33] gchq
[32] site
[22] hurt
[21] #otd
[21] rowlett
[19] natcryptomuseum
[16] scarborough
[16] longest

Top Words in Tweet in G10:
[68] former
[36] intelligence
[36] signals
[35] gbnews
[35] member
[35] owtram
[34] spent
[34] war
[34] listening
[34] german

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1791] signals,intelligence
[1252] using,signals
[1251] april,30
[1251] 30,using
[1251] intelligence,ukrainian
[1251] ukrainian,defenders
[1251] defenders,targeted
[1251] targeted,destroyed
[1251] destroyed,command
[1251] command,russian

Top Word Pairs in Tweet in G1:
[1093] april,30
[1093] 30,using
[1093] using,signals
[1093] signals,intelligence
[1093] intelligence,ukrainian
[1093] ukrainian,defenders
[1093] defenders,targeted
[1093] targeted,destroyed
[1093] destroyed,command
[1093] command,russian

Top Word Pairs in Tweet in G2:
[792] ten,ru
[792] ru,major
[792] major,general
[792] general,andrei
[792] andrei,simonov
[792] simonov,killed
[792] killed,today
[792] today,vicinity
[792] vicinity,izium
[792] izium,targeted

Top Word Pairs in Tweet in G3:
[250] bad,reporting
[250] reporting,general
[250] general,combat
[250] combat,engineer
[250] engineer,corps
[250] corps,engineers
[250] engineers,arm
[250] arm,service
[250] service,general
[250] general,cadre

Top Word Pairs in Tweet in G4:
[271] signals,intelligence
[239] intelligence,position
[237] #ukraine,ukrainian
[237] ukrainian,signals
[237] position,destroyed
[237] destroyed,russian
[237] russian,army
[237] army,near
[237] near,#kharkiv
[237] #kharkiv,oblast

Top Word Pairs in Tweet in G5:
[111] collection,intelligence
[111] intelligence,comes
[111] comes,many
[111] many,ways
[111] ways,overhead
[111] overhead,satellite
[111] satellite,imagery
[111] imagery,collection
[111] collection,electronic
[111] electronic,signals

Top Word Pairs in Tweet in G6:
[57] antal,rogán
[57] rogán,pm
[57] pm,orbán's
[57] orbán's,propaganda
[57] propaganda,minister
[57] minister,charge
[57] charge,gov't
[57] gov't,advertisement
[57] advertisement,campaigns
[57] campaigns,controlling

Top Word Pairs in Tweet in G7:
[38] signals,intelligence
[7] extraterrestrial,intelligence
[7] normally,intelligence
[7] intelligence,agencies
[7] agencies,arrange
[7] arrange,emergency
[7] emergency,signals
[7] signals,agents
[7] agents,such
[7] such,situations

Top Word Pairs in Tweet in G9:
[37] signals,intelligence
[16] gchq,scarborough
[16] scarborough,longest
[16] longest,continuous
[16] continuous,serving
[16] serving,site
[16] site,signals
[16] intelligence,world
[16] world,site
[16] site,produces

Top Word Pairs in Tweet in G10:
[35] former,member
[34] spent,war
[34] war,listening
[34] listening,german
[34] german,naval
[34] naval,messages
[34] messages,former
[34] member,british
[34] british,signals
[34] signals,intelligence

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@mhmck
@chuckpfarrer
@singhnavdeep
@uaweapons
@markhertling
@panyiszabolcs
@gbnews
@solana_stormnft
@mihoflowersy
@gospaceforce

Top Mentioned in G1:
@mhmck

Top Mentioned in G2:
@chuckpfarrer
@mhmck
@nguyenk68421403

Top Mentioned in G3:
@singhnavdeep

Top Mentioned in G4:
@uaweapons
@mhmck
@chuckpfarrer
@velentaosint
@tcg_crisisrisks
@oryxspioenkop
@herrynapit
@barracudavol1

Top Mentioned in G5:
@markhertling
@mhmck
@chuckpfarrer
@uaweapons
@nytimes
@aaronb2022
@jimmysecuk
@karlotakki
@aphclarkson
@donlemon

Top Mentioned in G6:
@panyiszabolcs
@mihoflowersy
@chuckpfarrer
@markhertling
@mhmck
@uaweapons

Top Mentioned in G7:
@giftwilliam_
@kinikos_2
@ohinoshetwitent
@nickjon46108833

Top Mentioned in G8:
@lickmenutz
@micahpostaiochi
@______jinx
@janeyfreys
@cubtruth
@riper1245
@kittie_svengali
@thedisturbedone
@ghostof_larry
@waltreturns

Top Mentioned in G9:
@natcryptomuseum
@gchq
@nsagov
@univboi9
@cse_cst
@hrw
@occrp
@icct_thehague
@mhmck

Top Mentioned in G10:
@gbnews
@jkcorden
@dailymailuk
@daily_express

Top Tweeters
Top Tweeters in Entire Graph:
@urbandictionary
@fkittlerbot
@sectest9
@gambiste1
@56perumal
@federicoalves
@cagney1991
@akane_kawahata
@dhruvbhim
@cybersecurityn8

Top Tweeters in G1:
@federicoalves
@cagney1991
@akane_kawahata
@monocat33
@dondekojo
@mikan_alien
@79topper
@lady_smoker_
@kojika0131
@windmillcharger

Top Tweeters in G2:
@mog7546
@jrbkjrbk
@adunlea
@smilypapiking
@bukiwilliams
@bbkenn92
@olguitapumita
@budgothmog44
@hughjaeger
@robertol04

Top Tweeters in G3:
@56perumal
@dhruvbhim
@monty_chadha
@sanjai2july
@vikas1689
@panjanya3
@neergopal
@leopard212
@mukulnda
@simplecommonman

Top Tweeters in G4:
@citrus_kyoto
@bassaces1
@elkehollings
@tzdiscovery
@_dj_ambitious
@benedictmpwhite
@behappyandcivil
@ghostcatbce
@david96212152
@susveray28

Top Tweeters in G5:
@yymods
@katcapps
@amyayers16
@angelakorras
@aliadair22
@persistentpengn
@tempkt
@cucojose
@rebels2008
@bfm4440

Top Tweeters in G6:
@ungubunugu1274
@deepvard
@jeffreymeursing
@lorettabower3
@kimpy123
@sandoly
@liliam18
@norberta36
@francismaudeadv
@aasaraiko

Top Tweeters in G7:
@fkittlerbot
@uberfactsebooks
@jmcest
@gotdambear
@smbwhitney
@steffanwatkins
@richard12545678
@theaceofspaeder
@gastronomy
@gaigous

Top Tweeters in G8:
@stealthygeek
@micahpostaiochi
@imacrazywolf
@quitbidenmyear
@sd_usn
@joltcolarick
@lickmenutz
@kittie_svengali
@janeyfreys
@cubtruth

Top Tweeters in G9:
@charismaalasta1
@paulwiggins
@susanvermazen
@carti_mandua
@jimkruger7
@turgut_guliyev
@shropshireguy
@frankgrubio
@hrw
@sumond5

Top Tweeters in G10:
@daily_express
@alfisutton
@thorpelynden
@dailymailuk
@dorothyhesp
@katerobinson925
@margotljparker
@hall_gregson
@arwurzelbs3
@weareyellows49


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