northrop grumman, Twitter, 9/6/2022 7:39:05 AM, 281396


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northrop grumman_2022-09-05_21-30-00.xlsx
northrop grumman_2022-09-05_21-30-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 06, 2022
Short Description:
northrop grumman via NodeXL https://bit.ly/3DhxBQv
@anthonyzenkus
@ngcnews
@mabel_danger
@whiteman_afb
@milairpix
@task_force23
@northropgrumman
@mil_std
@jontyk669
@dc30235323

Top hashtags:
#hiring
#jobs
#python
#opportunity
#usaf
#northropgrumman
#forte10

Description:
Description
The graph represents a network of 2,842 Twitter users whose tweets in the requested range contained "northrop grumman", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 06 September 2022 at 04:33 UTC.

The requested start date was Tuesday, 06 September 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, 23-hour, 56-minute period from Tuesday, 23 August 2022 at 00:04 UTC to Tuesday, 06 September 2022 at 00:00 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 : 2842
Unique Edges : 1244
Edges With Duplicates : 3959
Total Edges : 5203
Number of Edge Types : 5
Tweet : 777
Retweet : 1754
MentionsInRetweet : 1953
Replies to : 267
Mentions : 452
Self-Loops : 793
Reciprocated Vertex Pair Ratio : 0.00737100737100737
Reciprocated Edge Ratio : 0.0146341463414634
Connected Components : 646
Single-Vertex Connected Components : 339
Maximum Vertices in a Connected Component : 763
Maximum Edges in a Connected Component : 1550
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 3.076319
Graph Density : 0.000304677090586444
Modularity : 0.488921
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 2,842 Twitter users whose tweets in the requested range contained "northrop grumman", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 06 September 2022 at 04:33 UTC.

The requested start date was Tuesday, 06 September 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, 23-hour, 56-minute period from Tuesday, 23 August 2022 at 00:04 UTC to Tuesday, 06 September 2022 at 00:00 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 : northrop grumman
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:
[24] https://www.flightradar24.com/FORTE10/2d40bc88
[13] https://www.universetoday.com/157161/firefly-northrop-grumman-to-redesign-antares/
[11] https://mil.in.ua/uk/news/northrop-grumman-modernizuye-strategichni-bombarduvalnyky-b-2-spirit/
[10] https://news.northropgrumman.com/news/features/northrop-grumman-continues-b-2-spirit-modernization
[9] https://3dprintingindustry.com/news/boeing-and-northrop-grumman-become-latest-to-join-bidens-am-forward-3d-printing-program-214011/?utm_source=Twitter
[8] https://www.8thwall.com/blog/post/82175508314/nasa-and-northrop-grumman-are-bringing-the-webb-space-telescope-into-your-environment-with-webar
[8] https://www.cnbc.com/2022/08/30/general-dynamics-and-northrop-grumman-are-buys-as-defense-spending-ramps-up-rbc-says.html?utm_term=Autofeed&utm_medium=Social&utm_content=Main&utm_source=Twitter#Echobox=1661853359
[7] https://www.cnbc.com/2022/08/30/general-dynamics-and-northrop-grumman-are-buys-as-defense-spending-ramps-up-rbc-says.html
[7] https://gagadget.com/en/weapons/159672-boeing-lockheed-martin-northrop-grumman-general-electric-and-pratt-and-whitney-received-almost-5-billion-to-devel/
[6] https://interestingengineering.com/innovation/the-b-2-bomber-has-fired-its-its-first-long-range-stealth-missile?utm_source=Twitter&utm_medium=content&utm_campaign=organic&utm_content=Aug31

Top URLs in Tweet in G1:
[1] https://www.northropgrumman.com/what-we-do/missile-products/

Top URLs in Tweet in G2:
[5] https://gagadget.com/en/weapons/159672-boeing-lockheed-martin-northrop-grumman-general-electric-and-pratt-and-whitney-received-almost-5-billion-to-devel/
[5] https://www.cnbc.com/2022/08/30/general-dynamics-and-northrop-grumman-are-buys-as-defense-spending-ramps-up-rbc-says.html
[4] https://spacechannel.com/boeing-northrop-grumman-joint-venture-has-the-edge-for-82-billion-nasa-contract-covering-up-to-20-artemis-launches/
[4] http://trollcolors.com/TrollCatch.php?SetThisStock=NOC&SetThisPeriod=6-Week&SetThisDisplayMatrix=4x4&PriceModel=Dollar&thisZoomedGraph=-1
[4] http://trollcolors.com/TrollCatch.php?SetThisStock=ATK&SetThisPeriod=6-Week&SetThisDisplayMatrix=4x4&PriceModel=Dollar&thisZoomedGraph=-1
[4] https://engineer-careers.com/wp-content/uploads/2022/07/ccba689082b1b601cf4564b3139633c4_mobile.png
[4] https://www.careersin.space/
[4] https://beacons.ai/finquant
[3] https://www.universetoday.com/157161/firefly-northrop-grumman-to-redesign-antares/
[3] https://3dprintingindustry.com/news/boeing-and-northrop-grumman-become-latest-to-join-bidens-am-forward-3d-printing-program-214011/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=boeing-and-northrop-grumman-become-latest-to-join-bidens-am-forward-3d-printing-program

Top URLs in Tweet in G3:
[8] https://3dprintingindustry.com/news/boeing-and-northrop-grumman-become-latest-to-join-bidens-am-forward-3d-printing-program-214011/?utm_source=Twitter
[6] https://www.edrmagazine.eu/northrop-grumman-new-life-to-the-m230lf
[2] https://www.rtx.com/news/news-center/2022/07/18/raytheon-missiles-defense-northrop-grumman-complete-second-hypersonic-weapon-f?utm_source=twitter&utm_medium=organic&utm_campaign=Hypersonics&utm_content=_&utm_id=73592690877359269088139&linkId=175956440
[2] https://news.northropgrumman.com/news/releases/northrop-grumman-to-develop-digital-twin-of-companys-testbed-for-digital-mission-systems?utm_source=Twitter&utm_medium=Image&utm_content=twin&utm_campaign=twin&Code=SNS-13493
[2] https://news.northropgrumman.com/news/releases/northrop-grumman-to-increase-inventory-of-advanced-anti-radiation-guided-missile-for-the-us-navy-and-german-air-force?utm_source=Twitter&utm_medium=Image&utm_content=german&utm_campaign=german&Code=SNS-13493
[2] https://news.northropgrumman.com/news/releases/northrop-grummans-advanced-anti-radiation-guided-missile-extended-range-transitions-into-low-rate-initial-production?utm_source=Twitter&utm_medium=Image&utm_content=guided&utm_campaign=guided&Code=SNS-13493
[2] https://news.northropgrumman.com/news/releases/aargm-er-missile-achieves-successful-milestone-c-decision?utm_source=Twitter&utm_medium=Image&utm_content=milestone&utm_campaign=milestone&Code=SNS-13493
[2] https://news.northropgrumman.com/news/releases/northrop-grumman-opens-missile-defense-futures-lab-in-huntsville?utm_source=Twitter&utm_medium=Image&utm_content=Huntsville&utm_campaign=Huntsville&Code=SNS-13493
[2] https://news.northropgrumman.com/news/releases/northrop-grumman-delivers-first-sewip-block-3-system-to-us-navy?utm_source=Twitter&utm_medium=Image&utm_content=edm&utm_campaign=edm&Code=SNS-13493
[2] https://news.northropgrumman.com/news/releases/us-army-selects-northrop-grumman-to-deliver-ibcs-a-key-enabler-for-jadc2?utm_source=Twitter&utm_medium=Image&utm_content=integrated&utm_campaign=integrated&Code=SNS-13493

Top URLs in Tweet in G4:
[3] https://www.defenseone.com/technology/2022/08/us-just-revealed-secret-airborne-test-long-range-cruise-missile/376347/
[2] https://www.defenseone.com/business/2022/08/boeing-northrop-grumman-join-group-pushing-3d-printing-small-suppliers/375973/
[2] https://www.defenseone.com/business/2022/08/multibillion-engine-deals-show-air-force-wants-maintain-three-future-warplane-makers/376168/
[1] https://twitter.com/MIL_STD/status/1255868215651110913
[1] https://twitter.com/PaintingSurfer/status/1565428261722529793
[1] https://www.defensenews.com/air/2022/08/29/northrop-weighs-new-capabilities-for-b-2-after-successful-test/
[1] https://news.northropgrumman.com/news/releases/northrop-grummans-rq-4-rangehawks-embark-on-new-mission
[1] https://www.af.mil/News/Article-Display/Article/2991747/air-force-awards-b-21-raider-advance-procurement-to-support-acquisition-of-long/
[1] https://news.northropgrumman.com/news/features/northrop-grumman-continues-b-2-spirit-modernization
[1] http://mar-prod.com/plantsafp42/afp42.htm

Top URLs in Tweet in G5:
[1] https://twitter.com/MIL_STD/status/1564320636872310784

Top URLs in Tweet in G6:
[24] https://www.flightradar24.com/FORTE10/2d40bc88
[6] https://news.northropgrumman.com/news/features/northrop-grumman-continues-b-2-spirit-modernization
[1] https://twitter.com/ma6400/status/1565905440235405312
[1] https://www.youtube.com/watch?t=662&v=pSWV5yAmxyA&feature=youtu.be
[1] https://www.flightradar24.com/multiview/2d402d6c

Top URLs in Tweet in G9:
[3] https://www.flightradar24.com/multiview/2d40bc88
[2] https://www.flightradar24.com/multiview/2d30c3f2
[2] https://www.flightradar24.com/multiview/2d402d6c
[1] https://www.flightradar24.com/multiview/2d48c387
[1] https://www.flightradar24.com/multiview/2d5559b1

Top URLs in Tweet in G10:
[4] https://nationalinterest.org/blog/buzz/air-dropped-b61-12-nuclear-bomb-can-totally-destroy-any-target-204501
[2] https://nationalinterest.org/blog/buzz/can-pentagon%E2%80%99s-%E2%80%98layered-defense%E2%80%99-shoot-down-hypersonic-missiles-204563

Top Domains
Top Domains in Tweet in Entire Graph:
[156] appcast.io
[99] northropgrumman.com
[44] twitter.com
[37] flightradar24.com
[24] frontend.la
[22] cnbc.com
[17] gagadget.com
[16] 3dprintingindustry.com
[14] youtube.com
[14] universetoday.com

Top Domains in Tweet in G1:
[1] northropgrumman.com

Top Domains in Tweet in G2:
[25] twitter.com
[18] northropgrumman.com
[13] gagadget.com
[8] trollcolors.com
[8] engineer-careers.com
[8] cnbc.com
[8] careersin.space
[7] co.uk
[7] 3dprintingindustry.com
[7] linkewire.com

Top Domains in Tweet in G3:
[70] northropgrumman.com
[8] 3dprintingindustry.com
[6] edrmagazine.eu
[3] nasa.gov
[3] com.au
[2] rtx.com
[2] wherewomenwork.com
[2] halldale.com
[1] fool.com
[1] 8thwall.com

Top Domains in Tweet in G4:
[7] defenseone.com
[2] twitter.com
[2] northropgrumman.com
[1] defensenews.com
[1] af.mil
[1] mar-prod.com
[1] gagadget.com

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[25] flightradar24.com
[6] northropgrumman.com
[1] twitter.com
[1] youtube.com

Top Domains in Tweet in G9:
[9] flightradar24.com

Top Domains in Tweet in G10:
[6] nationalinterest.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[63] hiring
[60] jobs
[42] python
[37] opportunity
[31] usaf
[30] northropgrumman
[27] forte10
[22] hypersonic
[21] raytheondefense
[20] artemis



Top Hashtags in Tweet in G2:
[11] northropgrumman
[8] gold
[5] 3dprinting
[5] stocks
[5] aerospace
[5] space
[5] commercialmanagement
[5] commercialjobs
[4] northrop
[4] b2spirit

Top Hashtags in Tweet in G3:
[21] raytheondefense
[21] hypersonic
[15] artemis
[8] ibcs
[6] defence
[5] armament
[5] ammunition
[5] chaingun
[4] atlasv
[3] 3dprinting

Top Hashtags in Tweet in G4:
[4] aargmer
[2] aesa
[1] northrop
[1] raytheon
[1] ibcs
[1] patriot
[1] siaw
[1] usaf

Top Hashtags in Tweet in G5:
[6] northrop
[6] grumman
[6] raider
[1] usaf
[1] b21

Top Hashtags in Tweet in G6:
[24] forte10
[15] planespotting
[8] nato
[8] russia
[6] b2
[6] anytimeanywhere
[1] aargmer
[1] ukraine
[1] russiaukrainewar

Top Hashtags in Tweet in G9:
[24] usaf
[17] uavgh000
[8] northrop
[8] grumman
[8] global
[8] hawk
[7] crimea
[5] sigonella
[5] uav
[3] forte10

Top Words
Top Words in Tweet in Entire Graph:
[2569] northrop
[2447] grumman
[800] military
[762] billion
[750] budget
[750] 100
[749] go
[742] largest
[737] passed
[737] history

Top Words in Tweet in G1:
[725] northrop
[725] grumman
[723] anthonyzenkus
[722] democrats
[722] passed
[722] largest
[722] military
[722] budget
[722] history
[722] 100

Top Words in Tweet in G2:
[420] northrop
[415] grumman
[70] boeing
[62] lockheed
[57] martin
[51] raytheon
[49] noc
[36] spirit
[30] air
[30] program

Top Words in Tweet in G3:
[120] northrop
[119] grumman
[89] more
[72] learn
[66] ngcnews
[53] northropgrumman
[43] test
[40] air
[33] nasa
[32] flight

Top Words in Tweet in G4:
[59] northrop
[55] grumman
[46] missile
[36] air
[34] force
[32] defenseone
[26] range
[24] long
[23] stealth
[22] bomber

Top Words in Tweet in G5:
[100] northrop
[49] 30
[49] aug
[49] 1982
[49] first
[49] flight
[49] f20
[49] tigershark
[49] six
[49] years

Top Words in Tweet in G6:
[58] northrop
[58] grumman
[37] rq
[32] black
[32] sea
[28] 4b
[27] global
[27] hawk
[24] meanwhile
[24] over

Top Words in Tweet in G7:
[51] acikcenk
[51] boeing
[51] airbus
[51] lockheed
[51] martin
[51] northrop
[51] grumman
[51] bombardier
[51] ve
[51] leonardo

Top Words in Tweet in G8:
[2] spacex

Top Words in Tweet in G9:
[87] rq
[86] northrop
[85] grumman
[67] global
[67] hawk
[46] wipljw
[40] 4b
[35] forte11
[24] #usaf
[23] forte10

Top Words in Tweet in G10:
[46] northrop
[46] grumman
[31] india
[31] hornet
[30] delhi
[30] right
[30] media
[30] briefing
[30] boeing
[30] industry

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2416] northrop,grumman
[737] go,northrop
[736] largest,military
[736] military,budget
[736] 100,billion
[735] democrats,passed
[735] passed,largest
[735] history,100
[735] billion,go
[728] budget,history

Top Word Pairs in Tweet in G1:
[725] northrop,grumman
[722] democrats,passed
[722] passed,largest
[722] largest,military
[722] military,budget
[722] budget,history
[722] history,100
[722] 100,billion
[722] billion,go
[722] go,northrop

Top Word Pairs in Tweet in G2:
[408] northrop,grumman
[56] lockheed,martin
[36] boeing,northrop
[25] general,dynamics
[23] grumman,corporation
[23] air,force
[21] grumman,raytheon
[20] bhi,khush
[19] grumman,rq
[18] martin,northrop

Top Word Pairs in Tweet in G3:
[119] northrop,grumman
[72] learn,more
[34] ngcnews,northrop
[25] flight,test
[24] air,breathing
[24] breathing,weapon
[23] completed,second
[21] #raytheondefense,northropgrumman
[21] northropgrumman,completed
[21] second,flight

Top Word Pairs in Tweet in G4:
[52] northrop,grumman
[34] air,force
[22] stealth,bomber
[21] long,range
[21] missile,stealth
[20] force,secretly
[20] secretly,test
[20] test,fired
[20] fired,long
[20] range,variant

Top Word Pairs in Tweet in G5:
[49] 30,aug
[49] aug,1982
[49] 1982,first
[49] first,flight
[49] flight,northrop
[49] northrop,f20
[49] f20,tigershark
[49] tigershark,six
[49] six,years
[49] years,buyers

Top Word Pairs in Tweet in G6:
[58] northrop,grumman
[35] grumman,rq
[32] black,sea
[28] rq,4b
[27] global,hawk
[26] 4b,global
[24] meanwhile,over
[24] over,black
[24] sea,northrop
[24] hawk,#forte10

Top Word Pairs in Tweet in G7:
[51] acikcenk,boeing
[51] boeing,airbus
[51] airbus,lockheed
[51] lockheed,martin
[51] martin,northrop
[51] northrop,grumman
[51] grumman,bombardier
[51] bombardier,ve
[51] ve,leonardo
[51] leonardo,mesela

Top Word Pairs in Tweet in G9:
[85] northrop,grumman
[79] grumman,rq
[67] global,hawk
[40] rq,4b
[40] 4b,global
[35] hawk,forte11
[31] wipljw,northrop
[23] hawk,forte10
[22] over,black
[22] black,sea

Top Word Pairs in Tweet in G10:
[46] northrop,grumman
[30] delhi,right
[30] right,media
[30] media,briefing
[30] briefing,boeing
[30] boeing,india
[30] india,hornet
[30] hornet,industry
[30] industry,team
[30] team,comprising

Top Replied-To
Top Replied-To in Entire Graph:
@northropgrumman
@nasa
@business
@petercronau
@techgnostik
@agustinbsas84
@unusual_whales
@mcfaul
@ninaturner
@nrg8000

Top Replied-To in G1:
@anthonyzenkus
@westrich54
@jorymicah

Top Replied-To in G3:
@northropgrumman
@nasa
@agustinbsas84
@fun_horse
@savelibertyus
@xakatak10
@wolfpackamk
@elonmusk
@gviio
@lmspace

Top Replied-To in G4:
@aviation_intel
@blair58170870
@ddkatsios

Top Replied-To in G6:
@astroaero

Top Replied-To in G7:
@acikcenk

Top Replied-To in G8:
@parbolo

Top Replied-To in G9:
@wipljw

Top Mentioned
Top Mentioned in Entire Graph:
@anthonyzenkus
@ngcnews
@barankk20
@acikcenk
@northropgrumman
@ccibchris
@pythonjobsfeed
@wipljw
@ibjiyongi
@defenseone

Top Mentioned in G1:
@anthonyzenkus

Top Mentioned in G2:
@ai_jared
@kentheroux
@k_singhania
@spacechannelnet
@bhavesh92537118
@elirob29575067
@aridomogato
@clearancejobs
@defencetalk
@globaldefcorp

Top Mentioned in G3:
@ngcnews
@northropgrumman
@raytheondefense
@nasa
@nasa_sls
@usnavy
@spacex
@elonmusk
@3dprintindustry
@ulalaunch

Top Mentioned in G4:
@defenseone
@stephenlosey
@mil_std
@marcusreports
@ryankakiuchan
@aviation_intel
@defense_news
@archer83able
@dalefthook
@blair58170870

Top Mentioned in G5:
@ccibchris
@roberto_yeager

Top Mentioned in G6:
@flightradar24
@task_force23
@itamilradar
@whiteman_afb
@mil_std
@samuelwright520
@thenewarea51
@paintingsurfer
@ngcnews
@wipljw

Top Mentioned in G7:
@barankk20
@acikcenk

Top Mentioned in G8:
@isherwood75
@taleuco
@huyelobo
@epicureo64
@oalfonsogarcia
@andresrguez
@guillemunoz
@kaladin2017
@tabernita
@ainsthrilln

Top Mentioned in G9:
@wipljw
@archer83able
@ua4wiy_
@l_team10
@defenseone

Top Mentioned in G10:
@reviewvayu
@thenatlinterest

Top Tweeters
Top Tweeters in Entire Graph:
@alerttrade
@yoshiki7111
@andyvermaut
@matiere
@crweworld
@_redfrog
@britpoptarts
@yarosisnancy
@newsfilterio
@flashalert_me

Top Tweeters in G1:
@sar_oso
@senseof_outrage
@tates5a
@katalin_pota
@painter_nancy
@lauschjack
@th2shay
@mrpshropshire
@cv148
@eutopean

Top Tweeters in G2:
@alerttrade
@yoshiki7111
@andyvermaut
@matiere
@crweworld
@newsfilterio
@flashalert_me
@prpnews
@stckpro
@quantisnow

Top Tweeters in G3:
@biofares
@optus
@betterjobsearch
@justinbbradford
@godisgood2025
@michael__baskin
@athendoflight
@hueycobra56
@gareththomasnz
@josephg45079725

Top Tweeters in G4:
@ghostdansing
@jeffreyawillia4
@flux_z
@chihuu
@dalefthook
@turgut_guliyev
@madhavanpallan
@ramz_alittihad
@greene_thoughts
@dzirhandefence

Top Tweeters in G5:
@sisimomo2011
@tres444
@nanga2110
@frioacero
@alandavidgutir2
@suama_evo9gt
@raptorman65
@jmyqy196
@avglobew
@amtrackmacon3

Top Tweeters in G6:
@_redfrog
@rss21uwdj85g3zn
@uzainagamasa
@lucianoquaranta
@wactktk
@mthoodmood
@jetlifeual
@locoadams
@ultron65
@steffanwatkins

Top Tweeters in G7:
@enimenelegzet
@1963ekrem
@mrgezgin123
@serkan54535018
@ch_yeyen
@ercan63
@termid
@jolie98154206
@uar_9
@barankk20

Top Tweeters in G8:
@andresrguez
@huyelobo
@eleder_
@kaladin2017
@mitsyssa
@demostenes_eu
@tabernita
@parbolo
@fmcarreno
@regoteos

Top Tweeters in G9:
@ungubunugu1274
@davasko63
@jose_baha
@berlinaffaires
@serg__7575
@kharkiv_rulit
@traininggrounde
@bilkaver
@sovietarmyfan
@eee_eff

Top Tweeters in G10:
@navroopsingh_
@vikas1689
@puravapakash
@mark45dominic
@anil7kishan
@prettycgll
@carter_embrey
@theunnamedfeel4
@thenatlinterest
@pulki_bushu


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