northrop grumman, Twitter, 11/9/2021 2:16:49 PM, 265908


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northrop grumman_2021-11-08_21-20-00.xlsx
northrop grumman_2021-11-08_21-20-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 09, 2021
Short Description:
northrop grumman via NodeXL https://bit.ly/3wwQWY9
@mil_std
@aviation_intel
@northropgrumman
@shorealonefilms
@thesheetztweetz
@brycespacetech
@yen_phoenix
@ssummy63
@eib_blackbird
@mazri73

Top hashtags:
#ngad
#ad
#northropgrumman
#jobs
#opportunity
#job
#jobseekers

Description:
Description
The graph represents a network of 1,770 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, 09 November 2021 at 05:22 UTC.

The requested start date was Tuesday, 09 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, 22-hour, 47-minute period from Tuesday, 26 October 2021 at 01:01 UTC to Monday, 08 November 2021 at 23:48 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 : 1770
Unique Edges : 1067
Edges With Duplicates : 2112
Total Edges : 3179
Number of Edge Types : 5
Retweet : 871
MentionsInRetweet : 1151
Mentions : 328
Tweet : 691
Replies to : 138
Self-Loops : 703
Reciprocated Vertex Pair Ratio : 0.0072083879423329
Reciprocated Edge Ratio : 0.0143135979180221
Connected Components : 540
Single-Vertex Connected Components : 330
Maximum Vertices in a Connected Component : 567
Maximum Edges in a Connected Component : 1426
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.244452
Graph Density : 0.000490877095489488
Modularity : 0.530176
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,770 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, 09 November 2021 at 05:22 UTC.

The requested start date was Tuesday, 09 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, 22-hour, 47-minute period from Tuesday, 26 October 2021 at 01:01 UTC to Monday, 08 November 2021 at 23:48 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:
[32] https://www.youtube.com/watch?v=xu-MpTfTzyk&feature=youtu.be

[25] https://www.thedrive.com/the-war-zone/42964/glitzy-northrop-grumman-ad-teases-totally-notional-new-long-range-stealth-fighter
[14] http://www.opex360.com/2021/11/02/northrop-grumman-devoile-un-avion-de-combat-de-6e-generation/
[12] https://www.thedrive.com/the-war-zone/42964/glitzy-northrop-grumman-ad-teases-totally-notional-new-long-range-stealth-fighter?xid=twittershare
[10] https://nationalinterest.org/blog/buzz/northrop-grumman-might-have-previewed-its-newest-fighter-195773
[9] https://www.youtube.com/watch?v=af0y_8_T6gU&feature=youtu.be

[9] https://www.janes.com/defence-news/c4isr-command-tech/latest/northrop-grumman-to-compete-for-rokafs-istar-requirement
[7] https://spacenews.com/northrop-grumman-selects-mynaric-as-strategic-supplier-of-space-laser-communications/
[7] https://rocketumbl.tumblr.com/post/81926367123/amp
[6] https://mundo.sputniknews.com/20211106/video-northrop-grumman-muestra-lo-que-podria-ser-su-nuevo-avion-de-combate-1117945817.html

Top URLs in Tweet in G1:
[11] https://www.thedrive.com/the-war-zone/42964/glitzy-northrop-grumman-ad-teases-totally-notional-new-long-range-stealth-fighter
[9] https://www.thedrive.com/the-war-zone/42964/glitzy-northrop-grumman-ad-teases-totally-notional-new-long-range-stealth-fighter?xid=twittershare
[5] https://www.aerotime.aero/29356-northrop-grumman-6th-generation-fighter-jet
[5] https://www.forbes.com/sites/brucetulgan/2021/10/21/how-the-northrop-grumman-management-club-makes-mentorship-matches/?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[5] http://www.defenceaviation.com/2011/03/northrop-grumman-demonstrates-unmanned-aerial-vehicle-air-to-air-refueling.html
[5] http://www.defenceaviation.com/2015/03/decrease-in-cost-per-flight-hour-by-northrop-grumman-rq-4-global-hawk.html
[5] http://www.defenceaviation.com/2013/07/future-deployment-plan-of-northrop-grumman-mq-4c-triton-broad-area-maritime-surveillance-bams-aircraft.html
[4] http://www.opex360.com/2021/11/02/northrop-grumman-devoile-un-avion-de-combat-de-6e-generation/
[3] https://now.northropgrumman.com/africa-aims-to-harness-the-fourth-industrial-revolution/
[3] https://www.forbes.com/sites/greatspeculations/2021/10/26/defense-industry-stocks-lockheed-martin-over-northrop-grumman/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[1] https://brycetech.com/briefing
[1] https://www.cnbc.com/2021/03/27/nasa-commercial-leo-destinations-project-for-private-space-stations.html
[1] http://www.parabolicarc.com/2021/11/02/mynaric-selected-by-northrop-grumman-as-strategic-supplier-for-laser-communication/
[1] https://www.nasaspaceflight.com/2020/11/northrop-grumman-updates-transfer-element/

Top URLs in Tweet in G3:
[14] https://www.youtube.com/watch?v=xu-MpTfTzyk&feature=youtu.be

[7] https://nationalinterest.org/blog/buzz/northrop-grumman-might-have-previewed-its-newest-fighter-195773
[2] https://nationalinterest.org/blog/buzz/mysterious-rq-180-seen-above-area-51-195754
[2] https://www.youtube.com/watch?v=CQ_I6NeT_Do&feature=youtu.be

[1] https://www.youtube.com/watch?v=af0y_8_T6gU&feature=youtu.be


Top URLs in Tweet in G4:
[8] https://www.janes.com/defence-news/c4isr-command-tech/latest/northrop-grumman-to-compete-for-rokafs-istar-requirement
[7] https://www.thedrive.com/the-war-zone/42964/glitzy-northrop-grumman-ad-teases-totally-notional-new-long-range-stealth-fighter
[4] https://mundo.sputniknews.com/20211106/video-northrop-grumman-muestra-lo-que-podria-ser-su-nuevo-avion-de-combate-1117945817.html
[2] https://www.areadevelopment.com/newsitems/10-25-2021/northrop-grumman-huntsville-alabama.shtml
[2] https://www.nsta.org/northrop-grumman-foundation-teachers-academy-2022
[2] https://ame.usc.edu/2021/11/ame-students-receive-2021-wise-northrop-grumman-fellowships/
[1] https://www.northropgrumman.com/jobs/northrop-grumman-military-internship-program-dod-skillbridge/?utm_source=Twitter&utm_medium=Image&utm_content=skill+bridge_operation_impact&utm_campaign=skill+bridge_operation_impact&Code=SNS-13495
[1] https://www.northropgrumman.com/careers/northrop-grumman-careers-locations/?utm_source=Twitter&utm_medium=Image&utm_content=across_the_globe&utm_campaign=across_the_globe&Code=SNS-13495
[1] https://www.airbus.com/en/newsroom/press-releases/2021-11-airbus-and-northrop-grumman-lead-team-seeking-to-shape-natos-future
[1] https://login.politicopro.com?redirect=https://subscriber.politicopro.com/article/2021/10/northrop-grumman-hires-more-workers-ahead-of-expected-vaccine-mandate-shortage-3991973

Top URLs in Tweet in G5:
[1] https://twitter.com/NoToIndy1/status/1453750157426692099

Top URLs in Tweet in G8:
[2] https://www.thedrive.com/the-war-zone/42964/glitzy-northrop-grumman-ad-teases-totally-notional-new-long-range-stealth-fighter
[1] https://twitter.com/TheDEWLine/status/1454178107338993671
[1] https://www.crows.org/news/585475/Glitzy-Northrop-Grumman-Ad-Teases-Totally-Notional-New-Long-Range-Stealth-Fighter.htm
[1] https://www.youtube.com/watch?v=xu-MpTfTzyk&feature=youtu.be


Top URLs in Tweet in G10:
[2] https://breakingdefense.com/2021/10/defense-companies-brace-for-workforce-loss-due-to-vaccine-mandate/
[1] https://sam.gov/opp/2b6727b1948c4391a414ac54dc540359/view
[1] https://breakingdefense.com/2021/10/northrop-grumman-eyes-next-gen-sigint-for-army/?utm_content=183994258&utm_medium=social&utm_source=twitter&hss_channel=tw-236221098

Top Domains
Top Domains in Tweet in Entire Graph:
[58] youtube.com
[39] thedrive.com
[34] twitter.com
[22] northropgrumman.com
[20] co.uk
[15] defenceaviation.com
[14] opex360.com
[12] nationalinterest.org
[11] investing.com
[10] quantisnow.com

Top Domains in Tweet in G1:
[22] thedrive.com
[20] co.uk
[17] twitter.com
[15] defenceaviation.com
[11] investing.com
[10] youtube.com
[10] quantisnow.com
[9] northropgrumman.com
[9] forbes.com
[9] seekingalpha.com

Top Domains in Tweet in G2:
[1] brycetech.com
[1] cnbc.com
[1] parabolicarc.com
[1] nasaspaceflight.com

Top Domains in Tweet in G3:
[17] youtube.com
[9] nationalinterest.org

Top Domains in Tweet in G4:
[8] janes.com
[7] thedrive.com
[4] northropgrumman.com
[4] sputniknews.com
[2] areadevelopment.com
[2] nsta.org
[2] youtube.com
[2] usc.edu
[1] airbus.com
[1] politicopro.com

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

Top Domains in Tweet in G8:
[2] thedrive.com
[1] twitter.com
[1] crows.org
[1] youtube.com

Top Domains in Tweet in G10:
[3] breakingdefense.com
[1] sam.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[101] ngad
[49] ad
[22] northropgrumman
[20] jobs
[19] opportunity
[18] job
[18] jobseekers
[17] aviation
[13] aspaaro
[11] wldragnet



Top Hashtags in Tweet in G1:
[11] northropgrumman
[7] news
[5] technology
[4] gold
[4] noc
[4] stocks
[4] drone
[4] usa
[4] aviation
[4] parttimejobs

Top Hashtags in Tweet in G2:
[1] china

Top Hashtags in Tweet in G3:
[86] ngad

Top Hashtags in Tweet in G4:
[11] aspaaro
[7] nationalstemday
[7] rokaf
[5] ngad
[3] northropgrumman
[2] econdev
[2] nsta
[2] industriamilitar
[1] nato
[1] afsc

Top Hashtags in Tweet in G7:
[1] northropgrumman
[1] ngad

Top Hashtags in Tweet in G8:
[2] ngad

Top Hashtags in Tweet in G9:
[49] ad

Top Hashtags in Tweet in G10:
[1] ausa2021

Top Words
Top Words in Tweet in Entire Graph:
[1346] northrop
[1286] grumman
[241] ø
[227] ãƒ
[185] q3
[166] latest
[165] both
[164] rocket
[162] mass
[161] payload

Top Words in Tweet in G1:
[444] northrop
[435] grumman
[115] noc
[65] ðµð
[56] ðºð
[40] ãƒ
[39] air
[38] global
[35] stock
[34] 2021

Top Words in Tweet in G2:
[156] thesheetztweetz
[156] mass
[154] led
[154] q3
[154] both
[154] number
[154] payload
[154] orbital
[154] rocket
[154] launches

Top Words in Tweet in G3:
[121] northrop
[116] grumman
[91] mil_std
[86] navy's
[86] designed
[86] fa
[86] xx
[86] breaks
[86] cover
[86] #ngad

Top Words in Tweet in G4:
[78] northropgrumman
[50] northrop
[50] grumman
[28] î
[22] teachers
[21] video
[17] xx
[17] psfaero
[14] generation
[14] fa

Top Words in Tweet in G5:
[2] notoindy1
[2] yescotland
[2] jeffbro47421173
[2] vernonmackie4
[2] baz__17
[2] theredbusher
[2] sov_scot
[2] annmarief187
[2] iandependence
[2] bae

Top Words in Tweet in G6:
[6] ºðÿ
[3] 22
[2] iq15991967
[2] ellyngail
[2] retiredjudean
[2] adrienwolf13
[2] mabosisc
[2] aflanamabadi
[2] sleepyhead513
[2] bluegreenberg

Top Words in Tweet in G7:
[54] generation
[45] northrop
[40] grumman
[37] air
[37] ngad
[27] sixth
[27] fighter
[27] being
[27] developed
[27] part

Top Words in Tweet in G8:
[57] northrop
[57] grumman
[51] range
[49] glitzy
[49] ad
[49] teases
[49] totally
[49] notional
[49] long
[49] stealth

Top Words in Tweet in G9:
[50] northrop
[49] #ad
[41] fortunemagazine
[32] grumman
[31] women
[31] still
[31] comprise
[31] 27
[31] employees
[31] stem

Top Words in Tweet in G10:
[32] northrop
[32] grumman
[30] breaking
[30] usaf
[30] released
[30] required
[30] spec's
[30] trash
[30] 21
[30] formal

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1278] northrop,grumman
[158] led,q3
[158] q3,both
[158] both,number
[158] number,payload
[158] payload,mass
[158] mass,orbital
[158] orbital,rocket
[158] rocket,launches
[157] china,led

Top Word Pairs in Tweet in G1:
[431] northrop,grumman
[39] noc,northrop
[22] lockheed,martin
[22] ðµð,ðµð
[21] ðºð,ðµð
[19] global,hawk
[19] air,force
[19] stock,price
[18] rq,global
[17] grumman,corporation

Top Word Pairs in Tweet in G2:
[154] led,q3
[154] q3,both
[154] both,number
[154] number,payload
[154] payload,mass
[154] mass,orbital
[154] orbital,rocket
[154] rocket,launches
[153] china,led
[153] launches,according

Top Word Pairs in Tweet in G3:
[116] northrop,grumman
[86] navy's,northrop
[86] grumman,designed
[86] designed,fa
[86] fa,xx
[86] xx,breaks
[86] breaks,cover
[86] cover,#ngad
[85] mil_std,navy's
[84] #ngad,ƒ

Top Word Pairs in Tweet in G4:
[49] northrop,grumman
[14] fa,xx
[14] î,î
[12] grumman,northropgrumman
[12] northropgrumman,releases
[12] releases,small
[12] small,promo
[12] promo,video
[12] video,usnavyâ
[12] usnavyâ,fa

Top Word Pairs in Tweet in G5:
[2] notoindy1,yescotland
[2] yescotland,jeffbro47421173
[2] jeffbro47421173,vernonmackie4
[2] vernonmackie4,baz__17
[2] baz__17,theredbusher
[2] theredbusher,sov_scot
[2] sov_scot,annmarief187
[2] annmarief187,iandependence
[2] bae,systems
[2] systems,raytheon

Top Word Pairs in Tweet in G6:
[2] iq15991967,ellyngail
[2] ellyngail,retiredjudean
[2] retiredjudean,adrienwolf13
[2] adrienwolf13,mabosisc
[2] mabosisc,aflanamabadi
[2] aflanamabadi,sleepyhead513
[2] sleepyhead513,bluegreenberg
[2] bluegreenberg,abel_balb0

Top Word Pairs in Tweet in G7:
[40] northrop,grumman
[27] sixth,generation
[27] generation,fighter
[27] fighter,being
[27] being,developed
[27] developed,part
[27] part,next
[27] next,generation
[27] generation,air
[27] air,dominance

Top Word Pairs in Tweet in G8:
[57] northrop,grumman
[49] glitzy,northrop
[49] grumman,ad
[49] ad,teases
[49] teases,totally
[49] totally,notional
[49] notional,long
[49] long,range
[49] range,stealth
[49] stealth,fighter

Top Word Pairs in Tweet in G9:
[32] northrop,grumman
[31] women,still
[31] still,comprise
[31] comprise,27
[31] 27,employees
[31] employees,stem
[31] stem,here's
[31] here's,northrop
[31] grumman,working
[31] working,change

Top Word Pairs in Tweet in G10:
[32] northrop,grumman
[30] breaking,usaf
[30] usaf,released
[30] released,required
[30] required,spec's
[30] spec's,trash
[30] trash,northrop
[30] grumman,21
[30] 21,formal
[30] formal,training

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@thesheetztweetz
@brycespacetech
@mil_std
@northropgrumman
@fortunemagazine
@wipljw
@aviation_intel
@thedewline
@dogelonwarriors
@thewarzonewire

Top Mentioned in G1:
@sokuhouman
@rene_raba

Top Mentioned in G2:
@thesheetztweetz
@brycespacetech
@axiom_space
@spacecom

Top Mentioned in G3:
@mil_std
@rockfish31
@thenatlinterest
@norisio

Top Mentioned in G4:
@northropgrumman
@psfaero
@airbusdefence
@nsta
@janesintel
@mereroaten
@nationaldefense
@mil_std
@sputnikmundo

Top Mentioned in G5:
@yescotland
@jeffbro47421173
@vernonmackie4
@baz__17
@theredbusher
@sov_scot
@annmarief187
@iandependence
@djrundell
@notoindy1

Top Mentioned in G6:
@ellyngail
@retiredjudean
@adrienwolf13
@mabosisc
@aflanamabadi
@sleepyhead513
@bluegreenberg
@abel_balb0
@swepal1
@iq15991967

Top Mentioned in G7:
@militaryrage
@vinoddx9
@theragex
@darikmk
@defense785
@sanjuki85847918
@mil_std

Top Mentioned in G8:
@aviation_intel
@thewarzonewire
@mil_std
@thesheetztweetz
@brycespacetech
@apoure25
@intel1osint100

Top Mentioned in G9:
@fortunemagazine

Top Mentioned in G10:
@thedewline
@valerieinsinna
@breakingdefense

Top Tweeters
Top Tweeters in Entire Graph:
@americanbanking
@alerttrade
@oldlady12345
@cybersec_feeds
@la_iguanatv
@andyvermaut
@tickeron
@cfinancialnews
@jacekwierzbicki
@libertad717

Top Tweeters in G1:
@americanbanking
@alerttrade
@la_iguanatv
@andyvermaut
@tickeron
@cfinancialnews
@jacekwierzbicki
@crweworld
@prpnews
@marketcurrents

Top Tweeters in G2:
@raumunz
@amazingchevvolt
@danielocl
@scorpiotiger77
@smilesimplify
@fabiomb
@biogirl09
@bychanchi
@darealhassan
@severuduw

Top Tweeters in G3:
@moai501
@paramilipic
@charl_folife
@keinishikawa3
@khb02323
@jfifudhdvhdjzuh
@sadmiral
@harapeko11
@tanenori
@mark45dominic

Top Tweeters in G4:
@libertad717
@ojovene
@hoyelidenuncio
@paelarrastre
@sputnikmundo
@noisequeen
@prizrak_opery
@deecal1
@morpheo
@_anunnery

Top Tweeters in G5:
@2351onthelist
@isthisab0t
@bellesareblue
@carmic3
@hairyangus
@baz__17
@yescotland
@darksideodunoon
@no431onthelist
@mc40400451david

Top Tweeters in G6:
@scripteladora
@dlsmith0817
@whywouldyou_uk
@ingloriousbhere
@markrpellegrino
@nkippur
@p3ng1z
@m0sstr00per
@rosieveggdn
@nadness13

Top Tweeters in G7:
@s_total_s2
@miquelcs00
@kinjeketile
@familydisaster
@fayyaz_fayaz
@wezhaz33
@arbabkh02511408
@quadrimeister
@aryan_warlord
@muktabh

Top Tweeters in G8:
@bigtimefootball
@9b3or2qditmbdcd
@anthropic
@rockyintx
@pidutdin
@ericmoo91919605
@shorealonefilms
@ariffrumyzd
@dallasanalytics
@seanchai313

Top Tweeters in G9:
@oldlady12345
@john_siracusa
@elkehollings
@1ajbarrett
@lyndablooms
@fortunemagazine
@urpapadeycraze
@hollander66
@reparsandra
@1naturalzeta

Top Tweeters in G10:
@jetcitystar
@sakino_haka
@hiltonholloway
@jgb00m
@satyana91119383
@softwarnet
@liotier
@thelema_boy_
@missycooper13
@gh0str1dr91


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