northrop grumman, Twitter, 10/26/2021 7:38:38 AM, 264776


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northrop grumman_2021-10-25_21-20-00.xlsx
northrop grumman_2021-10-25_21-20-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 26, 2021
Short Description:
northrop grumman via NodeXL https://bit.ly/3BfcZDE
@northropgrumman
@mihaimvm
@breakingdefense
@sherwoodjarvis
@ccibchris
@usairforce
@nasa
@nicholadrummond
@realairpower1
@space_station

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

Description:
Description
The graph represents a network of 1,583 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, 26 October 2021 at 04:22 UTC.

The requested start date was Tuesday, 26 October 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, 16-minute period from Tuesday, 12 October 2021 at 00:40 UTC to Monday, 25 October 2021 at 23:56 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 : 1583
Unique Edges : 802
Edges With Duplicates : 1868
Total Edges : 2670
Number of Edge Types : 5
Tweet : 476
Retweet : 815
MentionsInRetweet : 929
Replies to : 154
Mentions : 296
Self-Loops : 489
Reciprocated Vertex Pair Ratio : 0.0061633281972265
Reciprocated Edge Ratio : 0.0122511485451761
Connected Components : 422
Single-Vertex Connected Components : 229
Maximum Vertices in a Connected Component : 269
Maximum Edges in a Connected Component : 554
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.54882
Graph Density : 0.000521501765359345
Modularity : 0.536769
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,583 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, 26 October 2021 at 04:22 UTC.

The requested start date was Tuesday, 26 October 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, 16-minute period from Tuesday, 12 October 2021 at 00:40 UTC to Monday, 25 October 2021 at 23:56 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:
[18] https://www.floridatoday.com/story/news/2021/10/11/protesters-denounce-northrop-grumman-covid-19-vaccination-mandate-morning-rally-melbourne/6087605001/
[11] https://www.suasnews.com/2021/07/video-river-networks-acquires-drng-and-hires-northrop-grumman-aerospace-veteran/?amp
[9] https://baltimore.cbslocal.com/2021/10/18/northrup-grumman-employees-protest-vaccine-mandate/
[9] https://breakingdefense.com/2021/10/northrop-grumman-eyes-next-gen-sigint-for-army/
[8] https://www.c4isrnet.com/battlefield-tech/2021/10/18/northrop-grumman-has-developed-a-next-generation-signals-intelligence-architecture/
[7] https://www.blogbeforeflight.net/2021/10/northrop-grumman-test-bed-plane-flies-with-f16-nose-test-ew-suite.html
[6] https://www.c4isrnet.com/battlefield-tech/2021/10/18/northrop-grumman-has-developed-a-next-generation-signals-intelligence-architecture/?utm_campaign=Socialflow+DFN&utm_medium=social&utm_source=twitter.com
[6] https://www.floridatoday.com/picture-gallery/news/2021/10/11/protest-against-mandatory-vaccines/6088593001/
[5] http://www.defenceaviation.com/2011/03/northrop-grumman-demonstrates-unmanned-aerial-vehicle-air-to-air-refueling.html
[5] https://www.orlandoweekly.com/Blogs/archives/2021/10/11/central-florida-northrop-grumman-workers-protest-upcoming-federal-vaccine-mandate

Top URLs in Tweet in G1:
[6] https://www.c4isrnet.com/battlefield-tech/2021/10/18/northrop-grumman-has-developed-a-next-generation-signals-intelligence-architecture/
[5] https://www.floridatoday.com/story/news/2021/10/11/protesters-denounce-northrop-grumman-covid-19-vaccination-mandate-morning-rally-melbourne/6087605001/
[5] https://www.careersin.space/
[5] https://baltimore.cbslocal.com/2021/10/18/northrup-grumman-employees-protest-vaccine-mandate/
[5] http://www.defenceaviation.com/2011/03/northrop-grumman-demonstrates-unmanned-aerial-vehicle-air-to-air-refueling.html
[4] https://breakingdefense.com/2021/10/northrop-grumman-eyes-next-gen-sigint-for-army/
[4] https://www.defenceonline.co.uk/2021/10/19/northrop-grumman-delivers-500th-an-wsn-7-inertial-navigation-system-to-the-us-navy/
[4] http://www.defenceaviation.com/2015/03/decrease-in-cost-per-flight-hour-by-northrop-grumman-rq-4-global-hawk.html
[4] http://www.defenceaviation.com/2013/07/future-deployment-plan-of-northrop-grumman-mq-4c-triton-broad-area-maritime-surveillance-bams-aircraft.html
[3] https://defensetalks.com/northrop-grumman-opens-new-gbsd-development-facility/

Top URLs in Tweet in G2:
[1] https://net-breaking.com/2021/10/15/dozens-of-scientists-others-could-be-fired-after-judge-wont-halt-covid-vaccine-mandate/

Top URLs in Tweet in G3:
[2] https://news.northropgrumman.com/news/releases/northrop-grumman-delivers-first-e-2d-aircraft-to-japan
[1] https://news.northropgrumman.com/news/releases/northrop-grumman-delivers-500th-center-fuselage-for-the-f-35-lightning-ii
[1] https://news.northropgrumman.com/news/releases/northrop-grumman-awarded-3-2-billion-multi-year-contract-for-24-e-2d-aircraft
[1] https://news.northropgrumman.com/news/releases/northrop-grumman-scalable-agile-beam-radar-provides-proven-capability-for-multiple-platforms
[1] https://news.northropgrumman.com/news/releases/northrop-grumman-announces-expansion-in-huntsville-to-support-us-air-force-ground-based-strategic-deterrent-program?utm_source=Twitter&utm_medium=Banner&utm_content=huntsville&utm_campaign=huntsville&Code=SNS-13493
[1] https://news.northropgrumman.com/news/features/northrop-grumman-connects-warfighters-to-the-future
[1] https://news.northropgrumman.com/news/releases/northrop-grumman-delivers-500th-anwsn-7-inertial-navigation-system-to-the-us-navy?utm_source=Twitter&utm_medium=Image&utm_content=inertial&utm_campaign=inertial&Code=SNS-13493
[1] https://news.northropgrumman.com/news/releases/northrop-grumman-to-rapidly-develop-net-centric-gateway
[1] https://breakingdefense.com/2021/10/distributed-maritime-operations-a-resilient-force-structure-enabled-by-jadc2/amp/
[1] https://careers.sperrymarine.com/vacancies/411/service-coordinator.html

Top URLs in Tweet in G5:
[4] https://monch.com/northrop-grumman-fine-tunes-ftuas-entry/
[3] https://www.madeinalabama.com/2021/10/northrop-grumman-opens-new-huntsville-facility-for-next-gen-missile-work/?utm_source=twitter,+facebook&utm_medium=social&utm_campaign=northrop_grumman_alabama
[2] https://baltimore.cbslocal.com/2021/10/18/northrup-grumman-employees-protest-vaccine-mandate/
[1] https://www.staugustine.com/story/news/local/2021/10/22/northrop-grumman-employees-others-protest-federal-covid-vaccine-mandate/6132661001/
[1] https://www.nasa.gov/press-release/nasa-to-air-northrop-grumman-cygnus-departure-from-space-station?utm_source=TWITTER&utm_medium=NASA&utm_campaign=NASASocial&linkId=122600500
[1] https://www.forbes.com/sites/brucetulgan/2021/10/21/how-the-northrop-grumman-management-club-makes-mentorship-matches/?sh=7a260c6a10fc
[1] https://www.stripes.com/theaters/asia_pacific/2021-09-08/global-hawk-drone-japan-korea-northrop-grumman-2810987.html
[1] https://www.nsta.org/northrop-grumman-foundation-teachers-academy-2022
[1] https://defensehere.com/ar/HaberDetay/-northrop-grumman-south-korea-radar-jstars/1
[1] https://greatmindsinstem.org/2021/10/19/only-at-gmis2021-live-career-coaching-and-advice-from-fortune-500-companies-in-stem/?_thumbnail_id=3691

Top URLs in Tweet in G7:
[1] https://twitter.com/rtiron/status/1450178583037624328

Top URLs in Tweet in G8:
[4] https://www.floridatoday.com/picture-gallery/news/2021/10/11/protest-against-mandatory-vaccines/6088593001/
[4] https://www.floridatoday.com/story/news/2021/10/11/protesters-denounce-northrop-grumman-covid-19-vaccination-mandate-morning-rally-melbourne/6087605001/
[3] https://www.youtube.com/watch?v=pGvcpBWs0gc&feature=youtu.be


Top URLs in Tweet in G10:
[8] https://www.floridatoday.com/story/news/2021/10/11/protesters-denounce-northrop-grumman-covid-19-vaccination-mandate-morning-rally-melbourne/6087605001/
[4] https://www.orlandoweekly.com/Blogs/archives/2021/10/11/central-florida-northrop-grumman-workers-protest-upcoming-federal-vaccine-mandate
[1] https://twitter.com/PainTrinaSolis/status/1447940586829406210
[1] https://twitter.com/govrondesantis/status/1447967858764439553

Top Domains
Top Domains in Tweet in Entire Graph:
[37] twitter.com
[28] dokwo.com
[27] floridatoday.com
[24] northropgrumman.com
[20] c4isrnet.com
[14] cbslocal.com
[13] defenceaviation.com
[12] breakingdefense.com
[11] suasnews.com
[10] careersin.space

Top Domains in Tweet in G1:
[18] twitter.com
[13] defenceaviation.com
[10] careersin.space
[9] einnews.com
[8] floridatoday.com
[8] northropgrumman.com
[8] cbslocal.com
[7] c4isrnet.com
[7] patch.com
[7] wpcomstaging.com

Top Domains in Tweet in G2:
[1] net-breaking.com

Top Domains in Tweet in G3:
[9] northropgrumman.com
[3] globalmilitarycommunications.com
[2] sperrymarine.com
[2] com.au
[1] breakingdefense.com
[1] twitter.com
[1] microwavejournal.com

Top Domains in Tweet in G5:
[6] monch.com
[3] madeinalabama.com
[2] cbslocal.com
[1] staugustine.com
[1] nasa.gov
[1] forbes.com
[1] stripes.com
[1] nsta.org
[1] defensehere.com
[1] greatmindsinstem.org

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G8:
[8] floridatoday.com
[3] youtube.com

Top Domains in Tweet in G10:
[8] floridatoday.com
[4] orlandoweekly.com
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[67] ad
[33] jobs
[28] jobseekers
[24] northropgrumman
[20] opportunity
[20] job
[16] jwst
[10] nasa
[10] otd
[9] telescope



Top Hashtags in Tweet in G1:
[6] aerospace
[5] space
[5] spacecareers
[5] spacejobs
[5] careersinspace
[5] engineeringjobs
[5] spaceindustry
[4] remotejobs
[4] remotework
[4] digitalnomad

Top Hashtags in Tweet in G2:
[1] fjb
[1] emptyshelvesjoe

Top Hashtags in Tweet in G3:
[9] northropgrumman
[2] f35
[2] 航空
[2] 航空機
[2] jadc2
[2] ibcs
[2] administrator
[2] sperry
[2] newmalden
[2] jobs

Top Hashtags in Tweet in G5:
[7] based
[4] gmis2021
[4] ausa2021
[4] ftuas
[4] martin
[4] uav
[4] v_bat
[3] expands
[3] support
[3] ground

Top Hashtags in Tweet in G6:
[67] ad

Top Hashtags in Tweet in G8:
[5] mandateswontfly
[3] aerospacewontcomply
[1] convincedontcoerce
[1] consent
[1] medicalfreedom

Top Hashtags in Tweet in G10:
[3] vaccination
[1] vaccines

Top Words
Top Words in Tweet in Entire Graph:
[1158] northrop
[1056] grumman
[160] mandate
[131] employees
[130] lockheed
[119] air
[103] facility
[101] boeing
[91] protest
[86] martin

Top Words in Tweet in G1:
[278] northrop
[273] grumman
[26] noc
[25] air
[24] mandate
[24] hawk
[23] martin
[23] global
[22] lockheed
[20] corporation

Top Words in Tweet in G2:
[83] mandate
[83] northrop
[81] patriotwyniv
[58] grumman
[57] protesters
[57] anti
[57] vax
[57] facility
[57] entrance
[57] nearby

Top Words in Tweet in G3:
[13] northrop
[13] grumman
[9] ngcnews
[9] #northropgrumman
[8] more
[7] usairforce
[7] built
[7] learn
[7] usnavy
[6] advanced

Top Words in Tweet in G4:
[61] telescopio
[60] espacial
[60] james
[60] webb
[60] encapsulado
[60] llevado
[60] instalaciones
[60] northrop
[60] grumman
[59] conexionspacial

Top Words in Tweet in G5:
[47] northropgrumman
[26] 500
[24] northrop
[24] grumman
[24] next
[24] facility
[24] work
[24] jobs
[22] defense
[22] giant

Top Words in Tweet in G6:
[67] northrop
[67] #ad
[60] fortunemagazine
[46] women
[46] still
[46] comprise
[46] 27
[46] employees
[46] stem
[46] here's

Top Words in Tweet in G7:
[50] already
[50] entitlement
[50] society
[50] question
[50] entitled
[50] exxon
[50] comcast
[49] people4bernie
[49] tes

Top Words in Tweet in G8:
[47] northrop
[39] grumman
[32] dawnstar1776
[31] florida
[23] monday
[22] protest
[19] aerospace
[19] employees
[15] l3harris
[15] 00

Top Words in Tweet in G9:
[82] ea
[42] electronic
[42] warfare
[41] 18g
[41] 18f
[41] replaced
[41] 6b
[40] ccibchris
[40] growler
[40] carrier

Top Words in Tweet in G10:
[20] northrop
[20] grumman
[16] boeing
[15] dod
[14] govrondesantis
[14] lockheed
[13] need
[13] mandating
[13] mandate
[12] anthonysabatini

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1050] northrop,grumman
[82] lockheed,martin
[71] james,webb
[61] vaccine,mandate
[61] telescopio,espacial
[61] espacial,james
[60] segundo,ca
[60] webb,encapsulado
[60] encapsulado,llevado
[60] llevado,instalaciones

Top Word Pairs in Tweet in G1:
[270] northrop,grumman
[21] lockheed,martin
[16] grumman,corporation
[16] global,hawk
[13] air,force
[12] vaccine,mandate
[11] rq,global
[9] grumman,employees
[9] 500th,wsn
[9] inertial,navigation

Top Word Pairs in Tweet in G2:
[58] northrop,grumman
[57] protesters,anti
[57] anti,vax
[57] vax,mandate
[57] mandate,northrop
[57] grumman,facility
[57] facility,entrance
[57] entrance,nearby
[57] nearby,air
[57] air,forces

Top Word Pairs in Tweet in G3:
[13] northrop,grumman
[7] learn,more
[4] built,northrop
[3] flight,test
[2] talk,advanced
[2] advanced,manufacturing
[2] manufacturing,#northropgrumman
[2] #northropgrumman,completes
[2] completes,500th
[2] 500th,#f35

Top Word Pairs in Tweet in G4:
[60] telescopio,espacial
[60] espacial,james
[60] james,webb
[60] webb,encapsulado
[60] encapsulado,llevado
[60] llevado,instalaciones
[60] instalaciones,northrop
[60] northrop,grumman
[59] conexionspacial,telescopio

Top Word Pairs in Tweet in G5:
[24] northrop,grumman
[22] defense,giant
[22] opens,alabama
[22] alabama,facility
[22] facility,work
[22] work,next
[22] 500,jobs
[15] news,flash
[15] flash,defense
[15] giant,northropgrumman

Top Word Pairs in Tweet in G6:
[46] women,still
[46] still,comprise
[46] comprise,27
[46] 27,employees
[46] employees,stem
[46] stem,here's
[46] here's,northrop
[46] northrop,grumman
[46] grumman,working
[46] working,change

Top Word Pairs in Tweet in G7:
[50] already,entitlement
[50] entitlement,society
[50] society,question
[50] question,entitled
[50] entitled,exxon
[50] exxon,comcast
[49] people4bernie,already
[49] comcast,tes

Top Word Pairs in Tweet in G8:
[39] northrop,grumman
[14] breaking,aerospace
[14] aerospace,industry
[14] industry,employees
[14] employees,companies
[14] companies,including
[14] including,northrop
[14] grumman,l3harris
[14] l3harris,banning
[14] banning,together

Top Word Pairs in Tweet in G9:
[42] electronic,warfare
[41] ea,18g
[41] ea,6b
[40] 18g,growler
[40] growler,carrier
[40] carrier,based
[40] based,electronic
[40] warfare,aircraft
[40] aircraft,version
[40] version,two

Top Word Pairs in Tweet in G10:
[20] northrop,grumman
[13] govrondesantis,need
[12] anthonysabatini,govrondesantis
[12] need,fight
[12] fight,feds
[12] feds,dod
[12] dod,mandating
[12] mandating,contractors
[12] contractors,boeing
[12] boeing,lockheed

Top Replied-To
Top Replied-To in Entire Graph:
@usnavy
@northropgrumman
@disclosetv
@jackposobiec
@benshabbata
@raz0rfist
@nsjpatrick
@queencitydisco
@orbitalreef
@kthorjensen

Top Replied-To in G3:
@usnavy
@northropgrumman
@militariscath
@snoopy

Top Replied-To in G5:
@northropgrumman
@coalitiontexas
@morganlbrennan

Top Replied-To in G8:
@davidfite
@a_friend_1970

Top Replied-To in G9:
@ccibchris

Top Replied-To in G10:
@anthonysabatini
@spiceywombat
@govrondesantis
@seanusmcsdi69
@the831stroman
@monicaonairtalk

Top Mentioned
Top Mentioned in Entire Graph:
@patriotwyniv
@fortunemagazine
@conexionspacial
@northropgrumman
@people4bernie
@ccibchris
@dawnstar1776
@realalexrubi
@iss_research
@nicholadrummond

Top Mentioned in G1:
@sobresociologia
@darthapureborn
@droidbears
@shanasshots

Top Mentioned in G2:
@patriotwyniv
@netbreaking

Top Mentioned in G3:
@ngcnews
@usairforce
@northropgrumman
@thef35
@usarmy
@usnavy
@usmc
@realairpower1
@pontifex
@shaftonp

Top Mentioned in G4:
@conexionspacial

Top Mentioned in G5:
@northropgrumman
@madeinal
@monchpublishing
@nsta
@raytheontech
@myvsuw
@nasa
@defensehere_ar
@usairforce
@businessutah

Top Mentioned in G6:
@fortunemagazine

Top Mentioned in G7:
@people4bernie

Top Mentioned in G8:
@dawnstar1776
@thebias_news
@idlemanshane
@repthomasmassie
@justinamash
@mkibbe
@voterandyfine
@mtgreenee
@raquellrussell

Top Mentioned in G9:
@ccibchris

Top Mentioned in G10:
@govrondesantis
@offshore1125
@anthonysabatini
@florida_today
@gabrielfoley
@rickneale1
@boeing
@honeywell
@the831stroman
@lebontravel

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@cybersec_feeds
@hrblock_21
@newsoneplace
@andyvermaut
@solutioneer72
@libertad717
@javascriptd
@crweworld
@bigtimefootball

Top Tweeters in G1:
@newsoneplace
@andyvermaut
@crweworld
@prpnews
@presshub_gr
@benavu54
@arifjamallodhi
@klonokid
@newsfrombw
@fjrl65

Top Tweeters in G2:
@oldsalz
@bluesea1964
@sandricsak
@pixiedust5135
@ogoriginalgoat
@rjsamerica
@reneedahl5
@conservamomusa
@jmlg05
@groth1945

Top Tweeters in G3:
@shaftonp
@treda10
@doctorcop
@militariscath
@talbertswan
@statedept
@mcitlfraphorism
@sistersofmercy
@sm1jobs
@usairforce

Top Tweeters in G4:
@almendramostaza
@elmejoredux
@escultor61
@ernestsepulveda
@dy_co_ec
@bandera_es
@cucufaiter
@chiquitobusto
@elplatense
@pplpud

Top Tweeters in G5:
@libertad717
@flipthescript8
@fabriciosx
@billpresson
@3oq98tpodiybiyc
@socialdesigncr1
@nasa
@kartrin
@bugariniulises
@shopfloornam

Top Tweeters in G6:
@oldlady12345
@onahunttoday
@awelab1956
@multijo1
@elkehollings
@ambode33
@thehawaiiguy
@thejessicatate
@kathies01
@pastorannisha

Top Tweeters in G7:
@cblazblaz
@brendahazelhur1
@endtheoligarch
@ralpharmstrong1
@leonardhougham
@andyleeparker1
@maggicarter
@demjerseygirl
@people4bernie
@too2much

Top Tweeters in G8:
@gmizrachi
@mariaconchita_a
@deelo53
@amarcherrunge1
@leslie_hileslie
@mm_305
@heygenevieve
@gusthehobocat
@ginny12718372
@friochilly

Top Tweeters in G9:
@tres444
@stefan_laurell
@frioacero
@katakana071
@mikesimap
@jmedeiros71
@jmyqy196
@michael_m_rezq
@bifflatourette
@raptorman65

Top Tweeters in G10:
@lebontravel
@barbiebrox
@purrcival
@rose33090
@florida_today
@monicaonairtalk
@zulushaka_46
@eileenvan55
@donaldp28785881
@thattourguide


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