signals intelligence, Twitter, 7/30/2022 6:16:20 PM, 279751


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signals intelligence_2022-07-30_11-12-01.xlsx
signals intelligence_2022-07-30_11-12-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 30, 2022
Short Description:
signals intelligence via NodeXL https://bit.ly/3Q7iQ5L
@nsagov
@jessmarindavis
@sircroon
@turgut_guliyev
@corpus_news
@beschlossdc
@gchq
@ieeespectrum
@xeronbot
@pythonroboto

Top hashtags:
#sigint
#worldemojiday
#intelligence
#100daysofcode
#coding
#pythonprogramming

Description:
Description
The graph represents a network of 541 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, 30 July 2022 at 18:13 UTC.

The requested start date was Saturday, 30 July 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, 18-hour, 24-minute period from Saturday, 16 July 2022 at 04:29 UTC to Friday, 29 July 2022 at 22:53 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 : 541
Unique Edges : 320
Edges With Duplicates : 480
Total Edges : 800
Number of Edge Types : 5
Replies to : 66
Tweet : 141
Retweet : 219
MentionsInRetweet : 276
Mentions : 98
Self-Loops : 146
Reciprocated Vertex Pair Ratio : 0.0148883374689826
Reciprocated Edge Ratio : 0.0293398533007335
Connected Components : 198
Single-Vertex Connected Components : 79
Maximum Vertices in a Connected Component : 32
Maximum Edges in a Connected Component : 64
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 1.762346
Graph Density : 0.00140001369206545
Modularity : 0.574548
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 541 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, 30 July 2022 at 18:13 UTC.

The requested start date was Saturday, 30 July 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, 18-hour, 24-minute period from Saturday, 16 July 2022 at 04:29 UTC to Friday, 29 July 2022 at 22:53 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:
[15] https://www.amazon.com/dp/1839217715?tag=corpusnews-20&linkCode=osi&th=1&psc=1
[10] https://spectrum.ieee.org/search-for-extraterrestrial-intelligence
[9] https://www.cnn.com/2022/07/23/politics/fbi-investigation-huawei-china-defense-department-communications-nuclear/index.html
[7] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8426978/
[7] https://www.washingtonpost.com/national-security/how-a-secretive-pentagon-agency-seeded-the-ground-for-a-rapid-coronavirus-cure/2020/07/30/ad1853c4-c778-11ea-a9d3-74640f25b953_story.html
[4] https://www.youtube.com/watch?v=s5XrRngR2_k&feature=youtu.be

[4] https://audiosignals.simplecast.com
[3] https://stop5g.cz/us/patent-us5507291a-signals-intelligence-brain-stimulation-for-remote-neural-monitoring-electronic-brain-link-capabilities-of-nsa-operatives-using-rnm-signs-of-being-criminally-targete/
[2] https://edition.cnn.com/2022/07/23/politics/fbi-investigation-huawei-china-defense-department-communications-nuclear/index.html
[2] https://webinars.demandgenreport.com/buyer-insights-and-intelligence-series/2022/four-strategies-to-listen-act-on-buyer-signals/?partnerref=Bii22-Sponsor-ON24

Top URLs in Tweet in G1:
[6] https://spectrum.ieee.org/search-for-extraterrestrial-intelligence
[5] https://www.cnn.com/2022/07/23/politics/fbi-investigation-huawei-china-defense-department-communications-nuclear/index.html
[1] https://cio.economictimes.indiatimes.com/news/corporate-news/nfra-to-identify-risk-parameters-using-data-analytics-artificial-intelligence-for-audit-review/92900692
[1] https://www.mdpi.com/2076-3417/12/10/5097
[1] https://twitter.com/richardkeppler1/status/1549019506202316807
[1] https://spectrum.ieee.org/search-for-extraterrestrial-intelligence?utm_campaign=RebelMouse&share_id=7143357&utm_medium=social&utm_source=twitter&utm_content=IEEE+Spectrum
[1] https://twitter.com/KraftTea/status/1549075151861555201
[1] https://www.cmswire.com/digital-marketing/the-evolution-or-misuse-of-intent-data-and-what-it-means-to-b2b-organizations/?utm_content=215162962&utm_medium=social&utm_source=twitter&hss_channel=tw-246873648
[1] https://spectrum.ieee.org/search-for-extraterrestrial-intelligence?share_id=7143357
[1] https://www.tandfonline.com/doi/full/10.1080/02684527.2010.537030?cookieSet=1

Top URLs in Tweet in G2:
[1] https://www.nsa.gov/Signals-Intelligence/Overview/
[1] https://www.gchq.gov.uk/section/locations/scarborough

Top URLs in Tweet in G3:
[1] https://www.cnn.com/2022/07/23/politics/fbi-investigation-huawei-china-defense-department-communications-nuclear/index.html

Top URLs in Tweet in G4:
[15] https://www.amazon.com/dp/1839217715?tag=corpusnews-20&linkCode=osi&th=1&psc=1
[1] https://www.middleeasteye.net/news/israel-can-monitor-every-telephone-call-west-bank-and-gaza-intelligence-source

Top URLs in Tweet in G5:
[2] https://spectrum.ieee.org/search-for-extraterrestrial-intelligence
[2] https://spectrum.ieee.org/search-for-extraterrestrial-intelligence?utm_source=dlvr.it&utm_medium=twitter
[1] https://spectrum.ieee.org/search-for-extraterrestrial-intelligence?utm_campaign=RebelMouse&share_id=7143357&utm_medium=social&utm_source=twitter&utm_content=IEEE+Spectrum
[1] https://spectrum.ieee.org/search-for-extraterrestrial-intelligence?share_id=7143357

Top URLs in Tweet in G8:
[4] https://audiosignals.simplecast.com
[1] https://www.itspmagazine.com/audio-signals

Top URLs in Tweet in G10:
[7] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8426978/
[7] https://www.washingtonpost.com/national-security/how-a-secretive-pentagon-agency-seeded-the-ground-for-a-rapid-coronavirus-cure/2020/07/30/ad1853c4-c778-11ea-a9d3-74640f25b953_story.html
[1] https://www.reuters.com/business/healthcare-pharmaceuticals/japan-finds-stainless-steel-particles-suspended-doses-moderna-vaccine-2021-09-01/
[1] https://www.genengnews.com/magazine/271/artificial-intelligence-bioenhancement-and-the-singularity/
[1] https://futurism.com/neoscope/darpa-nanoparticles-brain-neural-signals

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[32] sigint
[27] worldemojiday
[15] intelligence
[13] 100daysofcode
[13] coding
[12] pythonprogramming
[10] artificialintelligence
[10] python3
[10] programming
[7] python



Top Hashtags in Tweet in G1:
[1] noncompliance
[1] frauds
[1] risk
[1] mdpiapplsci
[1] openaccess
[1] biomedical
[1] healthcare
[1] ai
[1] intentdata
[1] quantum

Top Hashtags in Tweet in G2:
[27] worldemojiday
[27] sigint

Top Hashtags in Tweet in G4:
[14] intelligence
[13] 100daysofcode
[13] coding
[12] pythonprogramming
[10] artificialintelligence
[10] python3
[10] programming
[6] python
[5] investing
[5] womenwhocode

Top Hashtags in Tweet in G5:
[2] extraterrestrial
[2] entanglement
[1] quantum
[1] xrays
[1] space
[1] physics

Top Hashtags in Tweet in G10:
[1] iob

Top Words
Top Words in Tweet in Entire Graph:
[376] signals
[324] intelligence
[89] nsa
[70] dc
[66] one
[65] pagoda
[61] placed
[55] points
[54] washington
[54] highest

Top Words in Tweet in G1:
[89] signals
[84] intelligence
[16] collection
[15] one
[15] perfect
[15] spot
[15] pagoda
[13] build
[12] gt
[12] placed

Top Words in Tweet in G2:
[82] nsa
[34] signals
[34] intelligence
[27] solve
[27] #worldemojiday
[27] puzzle
[27] passionate
[27] #sigint
[27] provides
[27] foreign

Top Words in Tweet in G3:
[22] wow
[22] pagoda
[22] strategically
[22] placed
[22] one
[22] highest
[22] points
[22] washington
[22] dc
[22] two

Top Words in Tweet in G4:
[34] trading
[30] signals
[25] machine
[25] learning
[25] algorithmic
[25] predictive
[25] models
[25] extract
[25] market
[21] corpus_news

Top Words in Tweet in G5:
[10] signals
[10] stars
[9] quantum
[8] ieeespectrum
[5] faster
[5] light
[5] enable
[5] lossless
[5] communication
[5] between

Top Words in Tweet in G7:
[9] signals
[8] beschlossdc
[8] waterdean
[8] very
[8] accessible
[8] russia
[8] ships
[8] listening
[8] putin
[8] intelligence

Top Words in Tweet in G8:
[15] intelligence
[14] threat
[13] itspmagazine
[12] audio
[12] signals
[11] itsp_audios
[10] book
[10] mighty
[10] warrior
[10] nicole

Top Words in Tweet in G9:
[8] chuckcallesto
[8] needs
[8] addressed
[8] quite
[8] familiar
[8] signals
[8] intelligence
[8] far
[8] being
[8] joke

Top Words in Tweet in G10:
[14] moderna
[7] remnantmd
[7] darpa
[7] funded
[7] 2010
[7] c19
[7] recall
[7] covid
[7] 19
[6] thomas4humanity

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[176] signals,intelligence
[54] highest,points
[49] strategically,placed
[48] one,highest
[47] washington,dc
[43] points,washington
[42] placed,one
[41] dc,two
[40] two,miles
[36] pagoda,strategically

Top Word Pairs in Tweet in G1:
[39] signals,intelligence
[15] spot,signals
[15] intelligence,collection
[14] perfect,spot
[10] strategically,placed
[9] miles,capitol
[9] capitol,perfect
[9] materials,shipped
[9] shipped,diplomatic
[9] highest,points

Top Word Pairs in Tweet in G2:
[34] signals,intelligence
[27] solve,nsa
[27] nsa,#worldemojiday
[27] #worldemojiday,puzzle
[27] puzzle,nsa
[27] nsa,passionate
[27] passionate,#sigint
[27] #sigint,signals
[27] intelligence,nsa
[27] nsa,provides

Top Word Pairs in Tweet in G3:
[22] wow,pagoda
[22] pagoda,strategically
[22] strategically,placed
[22] placed,one
[22] one,highest
[22] highest,points
[22] points,washington
[22] washington,dc
[22] dc,two
[22] two,miles

Top Word Pairs in Tweet in G4:
[25] machine,learning
[25] learning,algorithmic
[25] algorithmic,trading
[25] trading,predictive
[25] predictive,models
[25] models,extract
[25] extract,signals
[25] signals,market
[19] market,alternative
[19] alternative,data

Top Word Pairs in Tweet in G5:
[9] quantum,signals
[5] faster,light
[5] light,quantum
[5] signals,enable
[5] enable,lossless
[5] lossless,communication
[5] communication,between
[5] between,stars
[5] rays,carry
[5] signals,stars

Top Word Pairs in Tweet in G7:
[8] beschlossdc,waterdean
[8] waterdean,very
[8] very,accessible
[8] accessible,russia
[8] russia,signals
[8] signals,ships
[8] ships,listening
[8] listening,putin
[8] putin,intelligence
[7] mcrazycanuck,beschlossdc

Top Word Pairs in Tweet in G8:
[14] threat,intelligence
[12] audio,signals
[11] itsp_audios,itspmagazine
[10] book,mighty
[10] mighty,threat
[10] intelligence,warrior
[10] warrior,audio
[10] signals,itsp_audios
[10] itspmagazine,nicole
[10] nicole,hoffman

Top Word Pairs in Tweet in G9:
[8] chuckcallesto,needs
[8] needs,addressed
[8] addressed,quite
[8] quite,familiar
[8] familiar,signals
[8] signals,intelligence
[8] intelligence,far
[8] far,being
[8] being,joke
[7] adorf44,chuckcallesto

Top Word Pairs in Tweet in G10:
[7] remnantmd,darpa
[7] darpa,funded
[7] funded,moderna
[7] moderna,2010
[7] 2010,c19
[7] c19,moderna
[7] moderna,recall
[7] recall,covid
[7] covid,19
[6] thomas4humanity,remnantmd

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@nsagov
@corpus_news
@jessmarindavis
@itsp_audios
@itspmagazine
@beschlossdc
@waterdean
@ieeespectrum
@mcrazycanuck
@adorf44

Top Mentioned in G1:
@sicilyrc7s
@alrasub
@falsai99

Top Mentioned in G2:
@nsagov
@gchq

Top Mentioned in G3:
@jessmarindavis

Top Mentioned in G4:
@corpus_news
@lucianrandolph
@cassie_playlist

Top Mentioned in G5:
@ieeespectrum
@rightrelevance
@cqchoi
@marcusbwebster
@ieeesp

Top Mentioned in G6:
@beschlossdc
@malcolmnance
@fbi
@thejusticedept
@sengarypeters
@senatordurbin
@repjerrynadler
@tedlieu
@houseintel
@housejudiciary

Top Mentioned in G7:
@waterdean
@mcrazycanuck
@beschlossdc

Top Mentioned in G8:
@itsp_audios
@itspmagazine
@threathuntergrl
@marcociappelli
@thre
@t
@advioso
@helloiamluca

Top Mentioned in G9:
@adorf44
@chuckcallesto

Top Mentioned in G10:
@thomas4humanity
@remnantmd

Top Tweeters
Top Tweeters in Entire Graph:
@fkittlerbot
@mobiquotes
@codedailybot
@britpoptarts
@1loriking
@fabriciosx
@carrybeyond
@rahul05ranjan
@codewithtwitchi
@education_24x7

Top Tweeters in G1:
@fkittlerbot
@mobiquotes
@warriors_mom
@davidcranmerun1
@skydog811
@patentbuddy
@rayrobid
@appletester_rus
@_jockr
@wikipediachain

Top Tweeters in G2:
@luisandresnieto
@turgut_guliyev
@pierre018
@eugeneduren
@madhavanpallan
@sumond5
@1936san
@johnlwilson9320
@mrjmaye
@egglibrary_geo

Top Tweeters in G3:
@arifsetia2013d
@jchilton666
@rgyatso
@donnyospeaks
@mondeeredman
@jamieon94964661
@jaanpill
@sam_j_mullins
@dfisman
@netherwitch

Top Tweeters in G4:
@codedailybot
@fabriciosx
@rahul05ranjan
@codewithtwitchi
@education_24x7
@santchiweb
@xeronbot
@godfrey_g_
@pythonroboto
@blackpeopledata

Top Tweeters in G5:
@syawal
@grjenkin
@higginsgggg
@marcusbwebster
@ieeespectrum
@fbiavati
@socionextus
@cqchoi
@rightrelevance
@kathypretz

Top Tweeters in G6:
@slak909
@malcolmnance
@sircroon
@tedlieu
@senatordurbin
@housejudiciary
@fbi
@thejusticedept
@sengarypeters
@repjerrynadler

Top Tweeters in G7:
@kmconrad11
@waterdean
@grenettawater
@carmachameleon8
@beschlossdc
@jackiejtweets
@mcrazycanuck
@boilergram
@nevermi18704214
@belinda03153912

Top Tweeters in G8:
@itspmagazine
@marcociappelli
@helloiamluca
@sean_martin
@florenceatnight
@advioso
@t
@threathuntergrl
@thre
@itsp_audios

Top Tweeters in G9:
@netochkanezvan0
@designerluv1
@karrenwillard
@cptmphil
@chuckcallesto
@mariannedouce14
@adorf44
@dkkammerer60
@aarnioragena

Top Tweeters in G10:
@richardkimphd
@cryfreedom7
@altamirapalomar
@elctrccowboy
@stualanbecker
@remnantmd
@jenkaden
@thomas4humanity