signals intelligence, Twitter, 12/10/2022 7:15:39 PM, 285974


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signals intelligence_2022-12-10_11-12-02.xlsx
signals intelligence_2022-12-10_11-12-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 10, 2022
Short Description:
signals intelligence via NodeXL https://bit.ly/3FgGoBy
@ogjulialee
@marthameyveis
@arcyber
@gchq
@bryanmatthews23
@tomas_toman1972
@turgut_guliyev
@armycyberinst
@elonmusk
@sclondonstation

Top hashtags:
#didyouknow
#insights2action
#cyberteamtuesdays
#armyteam

Description:
Description
The graph represents a network of 700 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, 10 December 2022 at 19:12 UTC.

The requested start date was Saturday, 10 December 2022 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 13-day, 20-hour, 47-minute period from Saturday, 26 November 2022 at 01:51 UTC to Friday, 09 December 2022 at 22:39 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 : 700
Unique Edges : 457
Edges With Duplicates : 551
Total Edges : 1008
Number of Edge Types : 5
Replies to : 91
Mentions : 314
Tweet : 156
Retweet : 186
MentionsInRetweet : 261
Self-Loops : 167
Reciprocated Vertex Pair Ratio : 0.0139616055846422
Reciprocated Edge Ratio : 0.0275387263339071
Connected Components : 209
Single-Vertex Connected Components : 83
Maximum Vertices in a Connected Component : 92
Maximum Edges in a Connected Component : 143
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 1.899297
Graph Density : 0.00118741058655222
Modularity : 0.613706
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 700 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, 10 December 2022 at 19:12 UTC.

The requested start date was Saturday, 10 December 2022 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 13-day, 20-hour, 47-minute period from Saturday, 26 November 2022 at 01:51 UTC to Friday, 09 December 2022 at 22:39 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:
[3] https://www.youtube.com/watch?v=Y59PvTfn5zg&feature=youtu.be

[3] https://consortiumnews.com/2020/01/21/consortium-news-sends-libel-notices-to-canadian-signals-intelligence-agency-and-major-televison-network/
[3] https://www.trade-ideas.com/?transaction_id=10277019ac3ddde46c39acc8b236c4&offer_id=6&aff_id=2804
[2] https://www.smartcompany.com.au/technology/why-chatgpt-chatbot-is-impressive/
[2] https://warroom.armywarcollege.edu/podcasts/democratizing-intel/
[2] https://www.itspmagazine.com/audio-signals
[2] https://www.unisa.edu.au/media-centre/Releases/2022/checking-blood-pressure-in-a-heartbeat-using-artificial-intelligence-and-a-camera/
[2] https://www.dvidshub.net/news/434613/cyber-snapshot-spc-ethan-lee
[2] https://www.dvidshub.net/news/434615/cyber-snapshot-spc-devin-gonzalez
[2] https://www.dvidshub.net/news/434121/cyber-snapshot-sgt-1st-class-le-dung-thien

Top URLs in Tweet in G2:
[2] https://www.flightglobal.com/fixed-wing/bombardier-begins-aircraft-modifications-for-german-signals-intelligence-effort/151135.article
[2] https://it1.com/schoolsafety/
[2] https://aviationweek.com/business-aviation/bombardier-starts-global-6000-modification-work-pegasus
[2] https://megadoctornews.com/checking-blood-pressure-in-a-heartbeat/
[1] https://twitter.com/iISeeNoSignals/status/1596439062184742912
[1] https://www.nature.com/articles/s41591-022-01932-x
[1] http://news.google.com/./articles/CBMihwFodHRwczovL2RhaWx5Z2FsYXh5LmNvbS8yMDIyLzExL3RoZS1vdW11YW11YS1wYXJhZG94LXdlLWhhdmUtc2xpbS1jaGFuY2Utb2YtZGlzdGluZ3Vpc2hpbmctZXQtYXJ0aWZhY3RzLWZyb20tbmF0dXJhbC1jZWxlc3RpYWwtb2JqZWN0cy_SAYsBaHR0cHM6Ly9kYWlseWdhbGF4eS5jb20vMjAyMi8xMS90aGUtb3VtdWFtdWEtcGFyYWRveC13ZS1oYXZlLXNsaW0tY2hhbmNlLW9mLWRpc3Rpbmd1aXNoaW5nLWV0LWFydGlmYWN0cy1mcm9tLW5hdHVyYWwtY2VsZXN0aWFsLW9iamVjdHMvYW1wLw?hl=en-US&gl=US&ceid=US%3Aen
[1] https://engage.bah.com/Article/Redirect/9886d624-8f16-47d8-b224-c60e871136d9?uc=73445&g=6a95041e-d612-4359-9d17-b99932f11186&f=369848
[1] https://www.amazon.com/dp/0714680192?tag=greene0b3-20
[1] https://studyfinds.org/morning-people-smarter-verbal-intelligence/

Top URLs in Tweet in G4:
[1] https://warroom.armywarcollege.edu/podcasts/democratizing-intel/
[1] https://www.dvidshub.net/news/434121/cyber-snapshot-sgt-1st-class-le-dung-thien
[1] https://www.dvidshub.net/news/434613/cyber-snapshot-spc-ethan-lee
[1] https://www.dvidshub.net/news/434615/cyber-snapshot-spc-devin-gonzalez
[1] https://www.gchq.gov.uk/section/locations/scarborough
[1] https://www.bbc.co.uk/sounds/play/w3csy9dx?partner=uk.co.bbc&origin=share-mobile

Top URLs in Tweet in G6:
[1] https://en.wikipedia.org/wiki/Signals_intelligence

Top URLs in Tweet in G7:
[2] https://www.unisa.edu.au/media-centre/Releases/2022/checking-blood-pressure-in-a-heartbeat-using-artificial-intelligence-and-a-camera/
[1] https://www.scimex.org/newsfeed/checking-blood-pressure-in-a-heartbeat-using-ai-and-a-camera

Top URLs in Tweet in G9:
[1] https://ottawacitizen.com/news/national/defence-watch/special-forces-flights-over-ottawa-protests-offer-lessons-for-military-communications/wcm/db003377-7b09-48a0-ac07-b9380f9606ba/amp/

Top URLs in Tweet in G10:
[2] https://www.itspmagazine.com/audio-signals
[2] https://audiosignals.simplecast.com

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[11] didyouknow
[10] insights2action
[6] cyberteamtuesdays
[6] armyteam
[6] knowyourmil
[6] meetyourarmy
[4] stocks
[3] テクノロジー犯罪は実在します
[3] ai
[3] trading



Top Hashtags in Tweet in G2:
[10] insights2action
[1] computer
[1] wolfram
[1] signals
[1] universe
[1] program
[1] galaxy
[1] artificial_intelligence
[1] bombardier
[1] german

Top Hashtags in Tweet in G3:
[2] mtfeforabetterlife

Top Hashtags in Tweet in G4:
[11] didyouknow
[3] cyberteamtuesdays
[3] armyteam
[3] knowyourmil
[3] meetyourarmy
[1] democratization

Top Words
Top Words in Tweet in Entire Graph:
[445] intelligence
[408] signals
[72] artificial
[47] come
[44] trades
[43] mtfe
[43] start
[43] trade
[42] manual
[41] marthameyveis

Top Words in Tweet in G1:
[3] scary_brock
[3] gmarshall1965
[3] lordbutters22
[3] intelligence
[3] bobbyluciano78
[3] annoyedtaurus
[3] signals
[3] went
[3] designation
[3] ladyoftheocean1

Top Words in Tweet in G2:
[115] intelligence
[110] signals
[29] such
[17] agencies
[15] arrange
[14] agents
[14] normally
[14] emergency
[14] situations
[13] decision

Top Words in Tweet in G3:
[43] mtfe
[43] trades
[42] artificial
[42] trade
[42] intelligence
[42] signals
[42] manual
[41] start
[41] provided
[41] 26

Top Words in Tweet in G4:
[44] intelligence
[35] signals
[26] 1st
[23] gchq
[20] information
[19] feels
[19] cyber
[19] read
[19] army
[19] meet

Top Words in Tweet in G5:
[3] catyalesson
[3] carmelitequotes
[3] smaksked
[3] heinzrudolf155
[3] lronlacy
[3] yianniseinstein
[3] dlmonroe2
[3] stonksrus
[3] kh_hildreth
[2] bryanmatthews23

Top Words in Tweet in G6:
[8] intelligence
[8] elonmusk
[8] signals
[4] brain
[3] department
[2] policy
[2] neuralink
[2] safety
[2] life
[2] rely

Top Words in Tweet in G7:
[13] system
[13] remotely
[13] blood
[13] measure
[13] universitysa
[13] designed
[13] pressure
[12] contact
[12] involves
[12] non

Top Words in Tweet in G8:
[10] power
[10] collective
[10] strats
[10] interesting
[10] web3's
[10] intelligence
[10] crunchdao
[10] platform
[10] trading
[10] neutral

Top Words in Tweet in G9:
[4] mindingottawa
[4] anitaanandmp
[4] marcomendicino
[4] danielminden
[4] alexanderecohen
[4] notimeforyou80
[4] signals
[3] dpr_circulon
[3] intellige

Top Words in Tweet in G10:
[11] threat
[11] intelligence
[7] signals
[7] warrior
[7] mighty
[7] itsp_audios
[7] book
[7] audio
[7] hoffman
[7] itspmagazine

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[165] signals,intelligence
[72] artificial,intelligence
[42] manual,trades
[41] 26,signals
[41] intelligence,26
[41] come,trade
[41] signals,provided
[41] 50,artificial
[41] start,50
[41] trade,mtfe

Top Word Pairs in Tweet in G1:
[3] intelligence,analyst
[3] signals,intelligence
[2] annettetremain,arobthearab
[2] adampiersen,ksliberal
[2] tj_w_jackson,spacesvector
[2] don76326197,tj_w_jackson
[2] lindainmichigan,janrobinson8461
[2] aimhighffw,lindainmichigan
[2] mos,designation
[2] ksliberal,edgeofnonsense

Top Word Pairs in Tweet in G2:
[33] signals,intelligence
[17] intelligence,agencies
[14] agents,such
[14] arrange,emergency
[14] signals,agents
[14] situations,such
[14] emergency,signals
[14] agencies,arrange
[14] normally,intelligence
[14] such,situations

Top Word Pairs in Tweet in G3:
[42] manual,trades
[42] artificial,intelligence
[41] 26,signals
[41] trade,mtfe
[41] intelligence,26
[41] 50,artificial
[41] come,trade
[41] mtfe,manual
[41] trades,start
[41] signals,provided

Top Word Pairs in Tweet in G4:
[32] signals,intelligence
[19] intelligence,analyst
[19] read,feels
[19] cyber,1st
[19] 1st,information
[19] army,cyber
[19] feels,army
[19] meet,signals
[16] arcyber,meet
[13] information,operations

Top Word Pairs in Tweet in G5:
[3] dlmonroe2,heinzrudolf155
[3] catyalesson,lronlacy
[3] lronlacy,smaksked
[3] smaksked,kh_hildreth
[3] stonksrus,carmelitequotes
[3] heinzrudolf155,yianniseinstein
[3] yianniseinstein,catyalesson
[3] carmelitequotes,dlmonroe2
[2] bryanmatthews23,stonksrus

Top Word Pairs in Tweet in G6:
[3] signals,intelligence
[2] twitter,deboosting
[2] trust,safety
[2] brain,interface
[2] safety,department
[2] deboosting,policy
[2] artificial,intelligence
[2] generally,rely
[2] rely,signals
[2] department,generally

Top Word Pairs in Tweet in G7:
[13] system,remotely
[13] remotely,measure
[13] measure,blood
[13] blood,pressure
[12] designed,non
[12] pressure,involves
[12] engineers,designed
[12] non,contact
[12] universitysa,engineers
[12] contact,system

Top Word Pairs in Tweet in G8:
[10] collective,intelligence
[10] platform,crunchdao
[10] interesting,platform
[10] signals,power
[10] intelligence,build
[10] web3's,collective
[10] neutral,strats
[10] power,neutral
[10] trading,signals
[10] build,trading

Top Word Pairs in Tweet in G9:
[4] danielminden,alexanderecohen
[4] mindingottawa,anitaanandmp
[4] marcomendicino,danielminden
[4] alexanderecohen,signals
[4] notimeforyou80,mindingottawa
[4] anitaanandmp,marcomendicino
[3] signals,intellige
[3] dpr_circulon,notimeforyou80

Top Word Pairs in Tweet in G10:
[11] threat,intelligence
[7] book,mighty
[7] intelligence,warrior
[7] mighty,threat
[7] itsp_audios,itspmagazine
[7] nicole,hoffman
[7] signals,itsp_audios
[7] audio,signals
[7] itspmagazine,nicole
[7] warrior,audio

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@marthameyveis
@arcyber
@universitysa
@gchq
@crunchdao
@edgeimpulse
@bneiluj
@itsp_audios
@itspmagazine
@google

Top Mentioned in G1:
@gmarshall1965
@ladyoftheocean1
@bobbyluciano78
@lordbutters22
@gopisdirty
@annoyedtaurus
@scary_brock
@blackca28867722
@blowitoutyourd1
@treathunterdog

Top Mentioned in G2:
@highpriestjrry
@8r02s125558
@seradata

Top Mentioned in G3:
@marthameyveis

Top Mentioned in G4:
@arcyber
@gchq
@armycyberinst
@us_eucom
@armywarcollege
@stephensackur
@theeconomist

Top Mentioned in G5:
@carmelitequotes
@dlmonroe2
@heinzrudolf155
@yianniseinstein
@catyalesson
@lronlacy
@smaksked
@kh_hildreth
@bryanmatthews23
@stonksrus

Top Mentioned in G6:
@elonmusk
@twitter
@mrbeast
@billym2k
@sarahruthmayer

Top Mentioned in G7:
@universitysa
@edgeimpulse

Top Mentioned in G8:
@crunchdao
@bneiluj

Top Mentioned in G9:
@mindingottawa
@anitaanandmp
@marcomendicino
@danielminden
@alexanderecohen
@dpr_circulon
@notimeforyou80

Top Mentioned in G10:
@itsp_audios
@itspmagazine
@threathuntergrl
@helloiamluca
@thre
@advioso
@marcociappelli
@t

Top Tweeters
Top Tweeters in Entire Graph:
@fkittlerbot
@s_total_s2
@business
@rogue_corq
@davlucia
@raphaelha67
@sheelaghg
@mark45dominic
@dxxptoughts
@sheltgarner

Top Tweeters in G1:
@raphaelha67
@vickie627
@jencages
@ladyoftheocean1
@free_con101
@s51781902
@danitrump2020
@shellyrkirchoff
@lostandlovinit
@flattielover

Top Tweeters in G2:
@fkittlerbot
@dxxptoughts
@eprnetwork
@davidrieff
@canadian_errant
@vvani4u
@horanytaban
@pereiraosv
@richardkimphd
@linkewire

Top Tweeters in G3:
@cathynaks
@paulssebayigga
@ample_calm
@joelmpuuga
@mariagenerous
@gardkayz
@nellahellah
@jumahloybados
@nathanmaruff
@stella1n256

Top Tweeters in G4:
@basuashis
@theeconomist
@turgut_guliyev
@koolholio
@akhetaton11
@markquarter
@iknowshetwitent
@todd906
@nw52231773
@tomas_toman1972

Top Tweeters in G5:
@davlucia
@albertopetro2
@hkb73
@yianniseinstein
@heinzrudolf155
@carmelitequotes
@bryanmatthews23
@kh_hildreth
@smaksked
@dlmonroe2

Top Tweeters in G6:
@rwerkh
@sarahruthmayer
@culturalcompass
@elonmusk
@twitter
@astrojordy
@compulyze
@mrbeast
@highsorceryoff
@vikrambuddhi

Top Tweeters in G7:
@balamsinhue
@aussmc
@enasdhuhri
@universitysa
@edgeimpulse
@device_ai
@starkbier68
@almeida_edwing
@baconlover10
@m_zeeshan_0

Top Tweeters in G8:
@mariobtc500ks
@bneiluj
@somnus0x
@gypsypunk1
@b45142d
@randhindi
@outsidertrades_
@jeugregg
@fredericramet
@iam_gllm

Top Tweeters in G9:
@thesent81167440
@fluffytheoutlaw
@notimeforyou80
@mindingottawa
@anitaanandmp
@marcomendicino
@danielminden
@granny4freedom
@alexanderecohen
@dpr_circulon

Top Tweeters in G10:
@itspmagazine
@marcociappelli
@imsmartinc
@helloiamluca
@advioso
@t
@threathuntergrl
@thre
@itsp_audios


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