signals intelligence, Twitter, 4/10/2021 10:31:38 PM, 252568


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signals intelligence_2021-04-10_10-30-01.xlsx
signals intelligence_2021-04-10_10-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 10, 2021
Short Description:
signals intelligence via NodeXL https://bit.ly/2RfjRiX
@tomasdiago
@artificialbra1n
@discriminantbot
@techpearce
@iplawalerts
@technojeder
@hoganlovells
@ainewsint
@nsagov
@isajunu

Top hashtags:
#armycareer
#35p
#usarmy
#otd
#ai
#artificialintelligence
#btc
#iaf

Description:
Description
The graph represents a network of 721 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 April 2021 at 17:31 UTC.

The requested start date was Saturday, 10 April 2021 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, 23-hour, 15-minute period from Saturday, 27 March 2021 at 00:31 UTC to Friday, 09 April 2021 at 23:47 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 : 721
Unique Edges : 475
Edges With Duplicates : 1226
Total Edges : 1701
Number of Edge Types : 5
Replies to : 230
Mentions : 111
Retweet : 478
MentionsInRetweet : 717
Tweet : 165
Self-Loops : 175
Reciprocated Vertex Pair Ratio : 0.00426136363636364
Reciprocated Edge Ratio : 0.00848656294200849
Connected Components : 184
Single-Vertex Connected Components : 92
Maximum Vertices in a Connected Component : 217
Maximum Edges in a Connected Component : 927
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.366281
Graph Density : 0.00136192017259978
Modularity : 0.409379
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 721 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 April 2021 at 17:31 UTC.

The requested start date was Saturday, 10 April 2021 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, 23-hour, 15-minute period from Saturday, 27 March 2021 at 00:31 UTC to Friday, 09 April 2021 at 23:47 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:
[183] https://danelcapital.com/
[10] https://www.jdsupra.com/legalnews/judge-signals-that-artificial-2565567/
[9] https://www.thespacereview.com/article/4154/1
[7] https://www.beckershospitalreview.com/artificial-intelligence/ai-can-use-wireless-signals-to-reduce-errors-in-self-administered-medication.html
[6] https://www.nature.com/articles/d41586-019-01328-x
[5] https://bigthink.com/mind-brain/human-neuron-signals?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1617602897
[4] http://out.faveeo.com/?url=https://discoverypatterns.com/&vertical=general&family=ai
[4] http://etbot.io/?aid=786
[4] https://news.mit.edu/2021/artificial-intelligence-adversarial-0308
[3] https://t.me/cryptosignalbinancee

Top URLs in Tweet in G1:
[183] https://danelcapital.com/
[6] https://www.jdsupra.com/legalnews/judge-signals-that-artificial-2565567/
[4] http://out.faveeo.com/?url=https://discoverypatterns.com/&vertical=general&family=ai
[4] https://www.nature.com/articles/d41586-019-01328-x
[3] https://t.me/cryptosignalbinancee
[2] https://www.beckershospitalreview.com/artificial-intelligence/ai-can-use-wireless-signals-to-reduce-errors-in-self-administered-medication.html
[1] https://www.jdsupra.com/legalnews/judge-signals-that-artificial-2565567/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.discord.gg/gigachad
[1] https://news.mit.edu/2021/artificial-intelligence-adversarial-0308
[1] https://www.vice.com/en/article/pkd7pk/banjo-ai-surveillance-utah-contract

Top URLs in Tweet in G2:
[6] https://www.thespacereview.com/article/4154/1
[4] http://etbot.io/?aid=786
[2] https://www.beckershospitalreview.com/artificial-intelligence/ai-can-use-wireless-signals-to-reduce-errors-in-self-administered-medication.html
[1] http://symmetricaldatasecurity.blogspot.com/2021/03/senators-offer-to-let-nsa-hunt-cyber.html
[1] https://www.defenseone.com/technology/2021/03/senators-offer-let-nsa-hunt-cyber-actors-inside-us/172938/
[1] https://twitter.com/luvearlro/status/1376424989369360384
[1] https://www.swri.org/industries/signals-intelligence-solutions?utm_source=Twitter&utm_medium=SM&utm_campaign=TechTues-033021
[1] https://armadainternational.com/2021/03/pans-labyrinth/?utm_source=twitter
[1] https://www.fbi.gov/about/faqs/where-is-the-fbis-authority-written-down
[1] https://www.fbi.gov/investigate

Top URLs in Tweet in G3:
[1] https://www.nsa.gov/about/cryptologic-heritage/historical-figures-publications/women/Article/1620541/maureen-baginski/
[1] https://www.nsa.gov/about/cryptologic-heritage/museum/exhibits/#sigaba-ecm
[1] https://www.nsa.gov/about/cryptologic-heritage/museum/exhibits/#friedman_safford_washington
[1] https://www.nsa.gov/About-Us/Current-Leadership/Article-View/Article/1622443/juanita-moody/

Top URLs in Tweet in G4:
[3] https://www.economist.com/podcasts/2021/03/31/its-not-a-great-advertisement-for-london-as-a-tech-stock-haven-deliveroos-ipo-fails-to-deliver?utm_campaign=editorial-social&utm_medium=social-organic&utm_source=twitter
[1] https://econ.trib.al/Z3arfuO
[1] https://econ.trib.al/AOO6yjt
[1] https://econ.trib.al/hlLXxnT

Top URLs in Tweet in G6:
[1] https://www.thespacereview.com/article/4154/1
[1] https://look.substack.com/p/the-cias-berlin-tunnel-project

Top URLs in Tweet in G8:
[1] https://www.cambridgeindependent.co.uk/news/cambridge-s-smart-traffic-signals-artificial-intelligence-u-9192315/

Top URLs in Tweet in G9:
[1] https://www.gchq.gov.uk/section/locations/scarboroug

Top URLs in Tweet in G10:
[1] https://twitter.com/michael_ASPI/status/1380035455857532933

Top Domains
Top Domains in Tweet in Entire Graph:
[183] danelcapital.com
[12] jdsupra.com
[11] twitter.com
[9] thespacereview.com
[7] beckershospitalreview.com
[6] nature.com
[6] bigthink.com
[4] faveeo.com
[4] etbot.io
[4] mit.edu

Top Domains in Tweet in G1:
[183] danelcapital.com
[7] jdsupra.com
[4] faveeo.com
[4] nature.com
[3] t.me
[2] beckershospitalreview.com
[1] discord.gg
[1] mit.edu
[1] vice.com
[1] youtube.com

Top Domains in Tweet in G2:
[6] thespacereview.com
[4] etbot.io
[3] twitter.com
[3] fbi.gov
[2] cia.gov
[2] beckershospitalreview.com
[2] e-physician.info
[1] blogspot.com
[1] defenseone.com
[1] swri.org

Top Domains in Tweet in G3:
[4] nsa.gov

Top Domains in Tweet in G4:
[3] economist.com
[3] trib.al

Top Domains in Tweet in G6:
[1] thespacereview.com
[1] substack.com

Top Domains in Tweet in G8:
[1] co.uk

Top Domains in Tweet in G9:
[1] gov.uk

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[41] armycareer
[41] 35p
[41] usarmy
[26] otd
[11] ai
[7] artificialintelligence
[7] btc
[7] iaf
[7] satellites
[6] bitcoin



Top Hashtags in Tweet in G1:
[5] btc
[4] hydrogen
[3] binance
[3] ethereum
[3] ada
[3] dentcoin
[3] holo
[2] bitcoin
[2] ai
[2] artificialintelligence

Top Hashtags in Tweet in G2:
[41] armycareer
[41] 35p
[41] usarmy
[3] ai
[2] boozallen
[2] analyst
[2] bitcoins
[2] bitcoin
[2] cryptocurrency
[2] bitcoinmining

Top Hashtags in Tweet in G3:
[26] otd
[1] womenshistorymonth

Top Words
Top Words in Tweet in Entire Graph:
[806] signals
[589] intelligence
[372] alpha
[372] explaining
[372] buy
[371] artificial
[369] calculated
[282] rating
[189] based
[189] market

Top Words in Tweet in G1:
[414] signals
[372] alpha
[372] explaining
[372] buy
[369] calculated
[338] artificial
[282] rating
[220] intelligence
[186] tomasdiago
[183] algorithms

Top Words in Tweet in G2:
[103] intelligence
[102] signals
[43] voice
[42] communications
[41] #armycareer
[41] crucial
[41] nation
[41] defense
[41] 40k
[41] signing

Top Words in Tweet in G3:
[48] intelligence
[37] nsagov
[32] signals
[31] natcryptomuseum
[27] army
[26] #otd
[21] signa
[19] juanita
[19] moody
[19] innovator

Top Words in Tweet in G4:
[33] deliveroo
[33] tepid
[33] ipo
[33] signals
[33] doubts
[33] gig
[33] economy
[33] london
[33] ability
[33] lure

Top Words in Tweet in G5:
[24] ship
[23] thats
[23] bad
[23] canal
[23] traffic
[23] backed
[23] green
[23] blip
[23] indicates
[23] actively

Top Words in Tweet in G6:
[15] signals
[15] intelligence
[13] one
[13] nro
[13] parcae
[13] sats
[13] launched
[13] march
[13] 1980
[13] reentered

Top Words in Tweet in G7:
[17] mean
[17] lost
[17] access
[17] best
[17] signals
[17] intelligence
[17] assets
[17] world
[16] cchukudebelu
[16] famil

Top Words in Tweet in G8:
[6] cambridge
[3] smart
[3] traffic
[3] signals
[3] artificial
[3] intelligence
[3] used
[3] help
[3] improve
[3] flow

Top Words in Tweet in G9:
[19] gchq
[10] mission
[10] located
[10] down
[10] uk
[10] scarborough
[10] longest
[10] serving
[10] continuous
[10] signals

Top Words in Tweet in G10:
[8] australia's
[8] defence
[7] michael
[7] shoebridge
[7] deputy
[7] director
[7] intelligence
[7] organisation
[7] australian
[7] signals

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[372] alpha,signals
[372] signals,explaining
[300] calculated,artificial
[282] buy,rating
[256] explaining,buy
[251] artificial,intelligence
[232] signals,intelligence
[183] intelligence,algorithms
[183] algorithms,based
[183] based,probability

Top Word Pairs in Tweet in G1:
[372] alpha,signals
[372] signals,explaining
[300] calculated,artificial
[282] buy,rating
[256] explaining,buy
[219] artificial,intelligence
[183] intelligence,algorithms
[183] algorithms,based
[183] based,probability
[183] probability,beating

Top Word Pairs in Tweet in G2:
[64] signals,intelligence
[41] #armycareer,crucial
[41] crucial,nation
[41] nation,defense
[41] defense,40k
[41] 40k,signing
[41] signing,bonus
[41] bonus,qualified
[41] qualified,#35p
[41] #35p,signals

Top Word Pairs in Tweet in G3:
[32] signals,intelligence
[24] natcryptomuseum,#otd
[19] juanita,moody
[19] moody,innovator
[19] innovator,nsa
[19] nsa,signals
[19] intelligence,played
[19] played,important
[19] important,role
[19] role,during

Top Word Pairs in Tweet in G4:
[33] deliveroo,tepid
[33] tepid,ipo
[33] ipo,signals
[33] signals,doubts
[33] doubts,gig
[33] gig,economy
[33] economy,london
[33] london,ability
[33] ability,lure
[33] lure,tech

Top Word Pairs in Tweet in G5:
[23] thats,bad
[23] bad,canal
[23] canal,traffic
[23] traffic,backed
[23] backed,green
[23] green,blip
[23] blip,indicates
[23] indicates,ship
[23] ship,actively
[23] actively,sending

Top Word Pairs in Tweet in G6:
[15] signals,intelligence
[13] one,nro
[13] nro,parcae
[13] parcae,signals
[13] intelligence,sats
[13] sats,launched
[13] launched,march
[13] march,1980
[13] 1980,reentered
[13] reentered,east

Top Word Pairs in Tweet in G7:
[17] mean,lost
[17] lost,access
[17] access,best
[17] best,signals
[17] signals,intelligence
[17] intelligence,assets
[17] assets,world
[16] cchukudebelu,mean
[16] world,famil

Top Word Pairs in Tweet in G8:
[3] cambridge,smart
[3] smart,traffic
[3] traffic,signals
[3] signals,artificial
[3] artificial,intelligence
[3] intelligence,used
[3] used,help
[3] help,improve
[3] improve,flow
[3] flow,key

Top Word Pairs in Tweet in G9:
[10] mission,located
[10] located,down
[10] down,uk
[10] uk,gchq
[10] gchq,scarborough
[10] scarborough,longest
[10] longest,serving
[10] serving,continuous
[10] continuous,signals
[10] signals,intelligence

Top Word Pairs in Tweet in G10:
[7] michael,shoebridge
[7] shoebridge,deputy
[7] deputy,director
[7] director,australia's
[7] australia's,defence
[7] defence,intelligence
[7] intelligence,organisation
[7] organisation,australian
[7] australian,signals
[6] 911corlebra777,michael

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@tomasdiago
@nsagov
@natcryptomuseum
@theeconomist
@ushanirmala
@cchukudebelu
@planet4589
@rockstar_stocks
@gchq
@theroaringkitty

Top Mentioned in G1:
@tomasdiago
@rockstar_stocks
@joshuajammes
@mike6prison
@theroaringkitty
@nioglobal
@doubledogg3
@live2beingu
@marketrebels
@cryptorobotix

Top Mentioned in G2:
@merlinmofo
@affiliatetiki
@anisajayanti_

Top Mentioned in G3:
@nsagov
@natcryptomuseum
@fbi

Top Mentioned in G4:
@theeconomist
@tamzinbooth

Top Mentioned in G5:
@ushanirmala

Top Mentioned in G6:
@planet4589
@tsr
@looknofurther4

Top Mentioned in G7:
@cchukudebelu

Top Mentioned in G8:
@techpearce
@dataaugmented
@fklivestolearn
@kashthefuturist
@diofavatas
@gvalan
@drferdowsi
@junjudapi
@digitalcloudgal
@googlenews

Top Mentioned in G9:
@gchq

Top Mentioned in G10:
@911corlebra777
@thespybrief
@20committee
@john_sipher

Top Tweeters
Top Tweeters in Entire Graph:
@fkittlerbot
@chidambara09
@gambiste1
@bannerite
@magicdmw
@seekingalpha
@lorettabower3
@allan_crawshaw
@into_ai
@dataaugmented

Top Tweeters in G1:
@gambiste1
@seekingalpha
@legalnews
@bizadvisories
@artificialbra1n
@cnn
@suriyasubraman
@yahoofinance
@ianmcalvert
@uradn

Top Tweeters in G2:
@fkittlerbot
@into_ai
@uberfactsebooks
@asuraserg
@ainewsfeed
@geraldr416
@eseesquiel
@kinolina
@symdatasec
@lincolnjobs1

Top Tweeters in G3:
@kimellis9
@givengrace1986
@rqskye
@zachvat
@empressnorton
@sncshares
@eins_institute
@sumond5
@stevebellovin
@alexrugem

Top Tweeters in G4:
@henrymp_
@giuliog
@theeconomist
@deduped_economi
@mamjagpdmpdg
@richsheff
@srinivasgolla16
@johngutsang
@louis72
@davidiggz

Top Tweeters in G5:
@hpsaraswat
@mshanmugananda
@sanespeak
@ushanirmala
@airindianpilot
@rnb129
@naikrakesh
@lostjedi_india
@vrschikaa
@moolyacoin

Top Tweeters in G6:
@lorettabower3
@____roar____
@garigalanj
@nyrath
@awildlupidragon
@exposurejb
@toiletguru
@casillic
@planet4589
@dlxinorbit

Top Tweeters in G7:
@esquiremagic
@cchukudebelu
@style_overlord
@iamprince_n_dy
@crisp_lord
@yagbayaski
@chrisishiguzo
@davexam
@y00582094
@mompere55

Top Tweeters in G8:
@dataaugmented
@gvalan
@drferdowsi
@junjudapi
@digitalcloudgal
@mary_gambara
@techpearce
@diofavatas
@kashthefuturist
@fklivestolearn

Top Tweeters in G9:
@bobfrost
@disruptordavies
@sosaloha
@worldgovdepart
@animeshqueen
@irgwyn
@gchq
@gregfenner3
@chelseylindqui2
@gwynmenai

Top Tweeters in G10:
@magicdmw
@meljmcd
@20committee
@jp7916
@911corlebra777
@john_sipher
@madamemaai
@aysen_candas
@lorsear
@thespybrief


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