signals intelligence, Twitter, 11/27/2021 7:58:58 PM, 267046


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signals intelligence_2021-11-27_10-30-02.xlsx
signals intelligence_2021-11-27_10-30-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 27, 2021
Short Description:
signals intelligence via NodeXL https://bit.ly/3E1dX8P
@onlinepaleng
@wolfmessing5
@7amleh
@qudsnen
@elonmusk
@artificialbra1n
@anithroslan
@daskavi
@sarah_hassan94
@usarmy

Top hashtags:
#soldier
#russia
#bitcoin
#gaza
#isinameoffearforenemies
#stocks
#ai
#ukraine

Description:
Description
The graph represents a network of 1,209 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, 27 November 2021 at 18:31 UTC.

The requested start date was Saturday, 27 November 2021 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, 18-hour, 53-minute period from Saturday, 13 November 2021 at 04:37 UTC to Friday, 26 November 2021 at 23:30 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 : 1209
Unique Edges : 419
Edges With Duplicates : 1934
Total Edges : 2353
Number of Edge Types : 5
Retweet : 879
MentionsInRetweet : 986
Tweet : 177
Replies to : 123
Mentions : 188
Self-Loops : 198
Reciprocated Vertex Pair Ratio : 0.00533333333333333
Reciprocated Edge Ratio : 0.0106100795755968
Connected Components : 168
Single-Vertex Connected Components : 65
Maximum Vertices in a Connected Component : 440
Maximum Edges in a Connected Component : 1018
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.944441
Graph Density : 0.000774407177953429
Modularity : 0.484685
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,209 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, 27 November 2021 at 18:31 UTC.

The requested start date was Saturday, 27 November 2021 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, 18-hour, 53-minute period from Saturday, 13 November 2021 at 04:37 UTC to Friday, 26 November 2021 at 23:30 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:
[10] https://www.middleeasteye.net/news/israel-can-monitor-every-telephone-call-west-bank-and-gaza-intelligence-source
[6] https://www.itspmagazine.com/audio-signals
[5] https://www.sciencealert.com/brain-implant-enables-paralyzed-man-to-communicate-thoughts-via-imaginary-handwriting
[5] https://bityl.co/9cgV?platform=hootsuite&utm_campaign=HSCampaign
[5] https://tnsr.org/2021/11/not-at-any-price-lbj-pakistan-and-bargaining-in-an-asymmetric-intelligence-relationship/
[3] https://itspmagazine.simplecast.com/episodes/can-artificial-intelligence-be-an-artist-an-audio-signals-conversation-with-ben-kovalis-pGU5oeVZ?utm_source=itspmagazine&utm_medium=web
[3] https://t.me/joinchat/86-0ThQhwl5jMGRh
[3] https://globe.adsbexchange.com/?icao=ae01c4
[3] http://www.chartdepth.com/?platform=hootsuite&utm_campaign=HSCampaign
[3] https://bigthink.com/neuropsych/human-neuron-signals/

Top URLs in Tweet in G4:
[1] https://twitter.com/cnnsotu/status/1461820245841219591

Top URLs in Tweet in G5:
[1] https://twitter.com/SadaSocialPs/status/1460235754202927105

Top URLs in Tweet in G6:
[6] https://www.middleeasteye.net/news/israel-can-monitor-every-telephone-call-west-bank-and-gaza-intelligence-source
[1] https://bigthink.com/neuropsych/human-neuron-signals/
[1] http://itbusinessnet.com/2021/11/aci-worldwide-launches-network-intelligence-technology-to-combat-real-time-payments-fraud/
[1] https://twitter.com/planet4589/status/1460261416414420995?s=20
[1] https://www.linkedin.com/slink?code=d5MXUPcc
[1] http://www.newsoneplace.com/25760342105/us-russia-irresponsible-missile
[1] https://news.yahoo.com/russia-seeks-reassure-iss-astronauts-094011388.html
[1] https://twitter.com/aprea/status/1460546288605356042
[1] https://www.pymnts.com/news/security-and-risk/2021/aci-worldwide-rolls-out-new-tech-to-fight-real-time-payments-fraud/?utm_sq=gwh3y8f4t2
[1] https://aviationweek.com/defense-space/space/french-signals-intelligence-satellites-reach-orbit

Top URLs in Tweet in G7:
[1] https://www.middleeasteye.net/news/israel-can-monitor-every-telephone-call-west-bank-and-gaza-intelligence-source?fbclid=IwAR1eNGMIRJiw8wenwB9RnhIqCG2uCHJPy9nl-M4U68lYIgGyAD8kPUTuWVg

Top URLs in Tweet in G9:
[1] https://qudsnen.co/?p=31380

Top URLs in Tweet in G10:
[6] https://www.itspmagazine.com/audio-signals
[5] https://bityl.co/9cgV?platform=hootsuite&utm_campaign=HSCampaign
[4] https://www.sciencealert.com/brain-implant-enables-paralyzed-man-to-communicate-thoughts-via-imaginary-handwriting
[3] https://itspmagazine.simplecast.com/episodes/can-artificial-intelligence-be-an-artist-an-audio-signals-conversation-with-ben-kovalis-pGU5oeVZ?utm_source=itspmagazine&utm_medium=web
[3] https://t.me/joinchat/86-0ThQhwl5jMGRh
[3] http://www.chartdepth.com/?platform=hootsuite&utm_campaign=HSCampaign
[2] https://bityl.co/9WWm?platform=hootsuite&utm_campaign=HSCampaign
[1] https://itspmagazine.simplecast.com/episodes/can-artificial-intelligence-be-an-artist-an-audio-signals-conversation-with-ben-kovalis
[1] https://blog.blueleaf.com/how-artificial-intelligence-has-uncovered-new-investing-signals-and-how-you-and-your-clients-can-take-advantage-of-them/?utm_content=187801436&utm_medium=social&utm_source=twitter&hss_channel=tw-242854174
[1] https://blog.blueleaf.com/how-artificial-intelligence-has-uncovered-new-investing-signals-and-how-you-and-your-clients-can-take-advantage-of-them/?utm_content=187421075&utm_medium=social&utm_source=twitter&hss_channel=tw-242854174

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[122] soldier
[92] russia
[28] bitcoin
[28] gaza
[14] isinameoffearforenemies
[10] stocks
[9] ai
[8] ukraine
[8] investments
[8] finance



Top Hashtags in Tweet in G2:
[121] soldier

Top Hashtags in Tweet in G3:
[90] russia

Top Hashtags in Tweet in G5:
[7] gaza
[1] freepalestine

Top Hashtags in Tweet in G6:
[4] freepalestine
[2] russia
[2] daytrading
[2] forex
[2] cryptocurrency
[2] market
[2] bitcoin
[2] swingtrading
[2] signals
[2] binary

Top Hashtags in Tweet in G8:
[20] gaza
[1] sahabatpalestina_id

Top Hashtags in Tweet in G10:
[10] stocks
[8] ai
[8] investments
[8] finance
[6] braingate
[6] braincomputerinterface
[6] paralyzed
[3] mdpisignals
[2] gold
[2] trading

Top Words
Top Words in Tweet in Entire Graph:
[714] intelligence
[676] signals
[415] gaza
[312] listen
[301] israeli
[226] satellite
[206] former
[203] member
[192] west
[191] bank

Top Words in Tweet in G1:
[156] wts
[156] human
[78] due
[78] absent
[78] support
[78] receipt
[78] billions
[78] parallel
[78] signals
[78] determine

Top Words in Tweet in G2:
[121] #soldier
[121] gift
[121] gab
[121] listen
[121] signals
[121] intelligence
[121] voice
[121] interceptor
[121] discusses
[121] role

Top Words in Tweet in G3:
[181] satellite
[91] anti
[91] weapon
[91] test
[90] #russia
[90] weekend
[90] conducted
[90] live
[90] target
[90] signals

Top Words in Tweet in G4:
[90] port
[90] commercial
[89] although
[89] china
[89] uae
[89] portrayed
[89] venture
[89] purely
[89] observed
[89] ships

Top Words in Tweet in G5:
[157] gaza
[85] israeli
[79] phone
[79] imported
[79] kerem
[79] shalom
[79] crossing
[79] south
[79] implanted
[79] bug

Top Words in Tweet in G6:
[88] intelligence
[83] signals
[25] such
[14] agencies
[12] normally
[12] arrange
[12] emergency
[12] agents
[12] situations
[10] west

Top Words in Tweet in G7:
[69] gaza
[67] israeli
[65] former
[65] member
[64] israel
[64] listen
[64] telephone
[64] conversation
[64] taking
[64] place

Top Words in Tweet in G8:
[75] gaza
[39] israeli
[38] phone
[38] imported
[38] kerem
[38] shalom
[38] crossing
[38] south
[38] implanted
[38] bug

Top Words in Tweet in G9:
[59] gaza
[57] israeli
[55] israel
[55] listen
[55] telephone
[55] conversation
[55] taking
[55] place
[55] west
[55] bank

Top Words in Tweet in G10:
[87] signals
[86] intelligence
[81] artificial
[69] itspmagazine
[54] artist
[54] audio
[53] ben_kovalis
[45] ben
[45] kovalis
[27] ai

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[363] signals,intelligence
[194] former,member
[191] west,bank
[190] bank,gaza
[189] gaza,former
[186] listen,telephone
[186] telephone,conversation
[186] conversation,taking
[186] taking,place
[186] place,west

Top Word Pairs in Tweet in G1:
[78] due,absent
[78] absent,support
[78] support,wts
[78] wts,human
[78] human,receipt
[78] receipt,billions
[78] billions,parallel
[78] parallel,signals
[78] signals,determine
[78] determine,direct

Top Word Pairs in Tweet in G2:
[121] #soldier,gift
[121] gift,gab
[121] gab,listen
[121] listen,signals
[121] signals,intelligence
[121] intelligence,voice
[121] voice,interceptor
[121] interceptor,discusses
[121] discusses,role
[121] role,protecting

Top Word Pairs in Tweet in G3:
[91] satellite,weapon
[90] #russia,weekend
[90] weekend,conducted
[90] conducted,live
[90] live,anti
[90] anti,satellite
[90] weapon,test
[90] test,target
[90] target,signals
[90] signals,intelligence

Top Word Pairs in Tweet in G4:
[89] although,china
[89] china,uae
[89] uae,portrayed
[89] portrayed,port
[89] port,venture
[89] venture,purely
[89] purely,commercial
[89] commercial,observed
[89] observed,ships
[89] ships,disguised

Top Word Pairs in Tweet in G5:
[79] phone,imported
[79] kerem,shalom
[79] shalom,crossing
[79] crossing,south
[79] south,gaza
[79] gaza,implanted
[79] implanted,israeli
[79] israeli,bug
[79] bug,anyone
[72] imported,gaza

Top Word Pairs in Tweet in G6:
[46] signals,intelligence
[14] intelligence,agencies
[12] normally,intelligence
[12] agencies,arrange
[12] arrange,emergency
[12] emergency,signals
[12] signals,agents
[12] agents,such
[12] such,situations
[12] situations,such

Top Word Pairs in Tweet in G7:
[64] israel,listen
[64] listen,telephone
[64] telephone,conversation
[64] conversation,taking
[64] taking,place
[64] place,west
[64] west,bank
[64] bank,gaza
[64] gaza,former
[64] former,member

Top Word Pairs in Tweet in G8:
[38] phone,imported
[38] kerem,shalom
[38] shalom,crossing
[38] crossing,south
[38] south,gaza
[38] gaza,implanted
[38] implanted,israeli
[38] israeli,bug
[38] bug,anyone
[20] imported,#gaza

Top Word Pairs in Tweet in G9:
[55] israel,listen
[55] listen,telephone
[55] telephone,conversation
[55] conversation,taking
[55] taking,place
[55] place,west
[55] west,bank
[55] bank,gaza
[55] gaza,former
[55] former,member

Top Word Pairs in Tweet in G10:
[80] artificial,intelligence
[54] intelligence,artist
[54] artist,audio
[54] audio,signals
[54] signals,itspmagazine
[45] itspmagazine,ben
[45] ben,kovalis
[45] kovalis,ben_kovalis
[15] itspmagazine,artificial
[14] ben_kovalis,changing

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@usarmy
@natashabertrand
@psfaero
@onlinepaleng
@7amleh
@itspmagazine
@ben_kovalis
@qudsnen
@thomasfuller_1
@seradata

Top Mentioned in G1:
@antonioguterres
@leesmithdc
@cisagov
@fbi
@rusembukraine
@rusembassykabul
@rusembusa
@rusembethiopia
@russiaun
@rusembassyminsk

Top Mentioned in G2:
@usarmy

Top Mentioned in G3:
@psfaero

Top Mentioned in G4:
@natashabertrand

Top Mentioned in G5:
@onlinepaleng
@leman_palonline
@christinejameis
@tinsidepal
@v_palestine20
@sbpal_eng
@7amleh

Top Mentioned in G7:
@7amleh
@onlinepaleng
@middleeasteye

Top Mentioned in G8:
@sarah_hassan94
@love__children4
@sbpal_eng
@onlinepaleng
@qudsnen

Top Mentioned in G9:
@qudsnen
@onlinepaleng
@7amleh

Top Mentioned in G10:
@itspmagazine
@ben_kovalis
@marcociappelli
@jamiewise27
@blueleafadvisor
@investwithbuzz
@advioso
@chartdepth
@helloiamluca
@ultrascan419

Top Tweeters
Top Tweeters in Entire Graph:
@fkittlerbot
@ramdog1980
@rk70534
@newsoneplace
@k1a1zzz
@cloudwanderer3
@rosenchild
@artificialbra1n
@wadakashiho
@reuters

Top Tweeters in G1:
@reuters
@slate
@nytimes
@rentvchannel
@fox29philly
@youranoncentral
@jaketapper
@cnnpolitics
@ddnewslive
@davereaboi

Top Tweeters in G2:
@k1a1zzz
@wadakashiho
@karrasamelia5
@tblackwe85
@tribilintoby
@zero2152
@ivolkman
@larry_du_nord
@koyesinjiki
@pilarskimatthew

Top Tweeters in G3:
@ken_crichlow
@crocodilesir
@_hp23
@h_pylori2014
@hiroco2003
@urushizawa_t
@takaoyoshida6
@b503yukikaze
@sraza381
@sevastopol_vata

Top Tweeters in G4:
@cloudwanderer3
@adekleine
@markplackett1
@mikereesem
@rhcm123
@anoldlefty
@dollymad1812
@paruchgretchen
@dorvaltony
@pfaffsc

Top Tweeters in G5:
@christinejameis
@irisstylosa
@theroigner
@pen_bird
@santafeez
@maxthecat2000
@josepegypt
@globalidentity
@daskavi
@bigfive16

Top Tweeters in G6:
@fkittlerbot
@newsoneplace
@tammytabby
@drogon_dracarys
@davidgr07837209
@bletchleyroll
@athertonkd
@davidcranmerun1
@dw40031913
@fillingspace_

Top Tweeters in G7:
@rk70534
@npsusa
@youranonriots
@myself1234567
@simulator8
@medmouad
@megw613
@mxrevenge1
@gerrrty
@scrollmeby

Top Tweeters in G8:
@theeddie24ful
@th2shay
@thass283
@juancalosoooooo
@garrylloydthom2
@ihurtadop
@hombritorojo
@d4p3n9xs
@anwarfadzil
@elle4alla

Top Tweeters in G9:
@jmoon901
@weecass1888
@mushymelbowhead
@abufawaz24
@rampage7h7
@clarrisani
@norris_anggun71
@immazharkhan
@vhstayior
@cookytitacookie

Top Tweeters in G10:
@artificialbra1n
@education_24x7
@fatimacherkasov
@gillyarcht
@iotcybersec24
@ultrascan419
@drahmadbazzi
@beefyspace
@davrola
@itspmagazine


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