northrop grumman, Twitter, 4/7/2021 6:52:46 PM, 252248


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northrop grumman_2021-04-06_21-07-53.xlsx
northrop grumman_2021-04-06_21-07-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 07, 2021
Short Description:
northrop grumman via NodeXL https://bit.ly/3t0RiDU
@rachelbovard
@bob_stinson1234
@northropgrumman
@marcusreports
@yugoslav_luka
@nasafan_
@itamilradar
@spaceflightnow
@thenatlinterest
@wipljw

Top hashtags:
#securityclearance
#clearances
#jobs
#nasa
#crimea
#space

Description:
Description
The graph represents a network of 3,832 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 Wednesday, 07 April 2021 at 04:11 UTC.

The requested start date was Tuesday, 06 April 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, 6-minute period from Tuesday, 23 March 2021 at 00:13 UTC to Monday, 05 April 2021 at 23:19 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 : 3832
Unique Edges : 1944
Edges With Duplicates : 4558
Total Edges : 6502
Number of Edge Types : 5
Retweet : 2111
MentionsInRetweet : 2289
Tweet : 1616
Mentions : 347
Replies to : 139
Self-Loops : 1686
Reciprocated Vertex Pair Ratio : 0.00447427293064877
Reciprocated Edge Ratio : 0.0089086859688196
Connected Components : 1419
Single-Vertex Connected Components : 1197
Maximum Vertices in a Connected Component : 1698
Maximum Edges in a Connected Component : 3698
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.821099
Graph Density : 0.000183510086106693
Modularity : 0.469889
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 3,832 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 Wednesday, 07 April 2021 at 04:11 UTC.

The requested start date was Tuesday, 06 April 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, 6-minute period from Tuesday, 23 March 2021 at 00:13 UTC to Monday, 05 April 2021 at 23:19 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:
[995] http://www.nasa.gov/image-feature/a-view-of-northrop-grummans-cygnus-resupply-ship
[57] https://www.nasa.gov/image-feature/a-view-of-northrop-grummans-cygnus-resupply-ship/
[21] https://spaceflightnow.com/2021/03/29/northrop-grumman-to-supply-solid-rocket-motors-for-first-mars-ascent-vehicle/
[17] https://www.cgtrader.com/products/northrop-grumman-ac-208-eliminator-gunship
[14] https://www.flightradar24.com/FORTE10/274450f0
[13] https://www.janes.com/defence-news/news-detail/northrop-grumman-avoids-triton-production-pause
[13] https://nationalinterest.org/blog/buzz/northrop-grumman-and-lockheed-martin-get-big-missile-defense-contracts-181152
[8] https://nationalinterest.org/blog/buzz/next-generation-interceptor-how-america-will-kill-enemy-nuclear-missiles-181079
[7] http://www.defenceaviation.com/2015/03/decrease-in-cost-per-flight-hour-by-northrop-grumman-rq-4-global-hawk.html
[7] https://www.janes.com/defence-news/news-detail/pentagon-selects-northrop-grumman-lockheed-martin-teams-for-new-strategic-defence-interceptor

Top URLs in Tweet in G1:
[874] http://www.nasa.gov/image-feature/a-view-of-northrop-grummans-cygnus-resupply-ship
[34] https://www.nasa.gov/image-feature/a-view-of-northrop-grummans-cygnus-resupply-ship/
[14] https://spaceflightnow.com/2021/03/29/northrop-grumman-to-supply-solid-rocket-motors-for-first-mars-ascent-vehicle/
[6] http://www.nasa.gov/image-feature/a-view-of-northrop-grummans-cygnus-resupply-ship?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.janes.com/defence-news/news-detail/northrop-grumman-avoids-triton-production-pause
[4] https://globe.adsbexchange.com/?icao=ae2fd3&lat=38.0375&lon=-78.4863&zoom=12.0&showTrace=2021-03-24
[3] https://nationalinterest.org/blog/buzz/northrop-grumman-and-lockheed-martin-get-big-missile-defense-contracts-181152
[3] https://www.defenceonline.co.uk/2021/03/25/northrop-grumman-prepares-ibcs-for-initial-operational-test-and-evaluation/
[3] https://www.benzinga.com/trading-ideas/long-ideas/21/04/20468055/space-and-3-d-printing-a-marriage-made-in-orbit
[3] https://www.earningsfly.com/stocks/noc?source=twitter-bot

Top URLs in Tweet in G2:
[1] https://consortiumnews.com/2021/03/24/the-border-crisis-is-forever/

Top URLs in Tweet in G3:
[8] https://www.janes.com/defence-news/news-detail/northrop-grumman-avoids-triton-production-pause
[7] http://www.defenceaviation.com/2015/03/decrease-in-cost-per-flight-hour-by-northrop-grumman-rq-4-global-hawk.html
[6] http://www.defenceaviation.com/2011/03/northrop-grumman-demonstrates-unmanned-aerial-vehicle-air-to-air-refueling.html
[6] http://www.defenceaviation.com/2013/07/future-deployment-plan-of-northrop-grumman-mq-4c-triton-broad-area-maritime-surveillance-bams-aircraft.html
[5] https://www.janes.com/defence-news/news-detail/pentagon-selects-northrop-grumman-lockheed-martin-teams-for-new-strategic-defence-interceptor
[4] https://theaviationist.com/2021/03/24/circm-sky-viper-and-the-other-technologies-northrop-grumman-is-pitching-for-the-future-vertical-lift-program/
[3] https://www.chandleraz.gov/news-center/northrop-grumman-led-team-selected-missile-defense-agency-next-generation-interceptor
[2] https://www.shephardmedia.com/news/digital-battlespace/mda-extends-stss-deal-northrop-grumman/?utm_source=twitter&utm_medium=auto_post&utm_campaign=news_promo
[2] https://www.shephardmedia.com/news/naval-warfare/usn-selects-common-missile-compartment-subsystem-p/?utm_source=social&utm_medium=Sendible&utm_campaign=RSS
[2] https://themarketeagle.com/2021/03/28/global-artificial-intelligence-in-military-market-2025-comprehensive-study-of-current-trends-lockheed-martin-us-raytheon-us-northrop-grumman-us-ibm-us-thales-group-france-general-dynam/

Top URLs in Tweet in G4:
[84] http://www.nasa.gov/image-feature/a-view-of-northrop-grummans-cygnus-resupply-ship
[4] https://www.nasa.gov/image-feature/a-view-of-northrop-grummans-cygnus-resupply-ship/
[1] http://www.nasa.gov/image-feature/a-view-of-northrop-grummans-cygnus-resupply-ship#nerd
[1] https://www.space.com/northrop-grumman-cygnus-ng15-cargo-ship-space-station-arrival
[1] https://twitter.com/NASA/status/1374498952108679170?s=19

Top URLs in Tweet in G5:
[2] https://www.defenseone.com/business/2021/03/next-generation-interceptor-thing-contract-announced/172870/
[1] https://www.securityinfowatch.com/cybersecurity/press-release/21112472/the-aspen-institute-15-major-us-companies-partner-with-the-aspen-cybersecurity-group-to-help-close-skills-gap
[1] https://www.defense.gov/Newsroom/Contracts/Contract/Article/2547591/

Top URLs in Tweet in G6:
[12] https://www.flightradar24.com/FORTE10/274450f0
[1] https://twitter.com/wipljw/status/1377560406772871169?s=20

Top URLs in Tweet in G8:
[2] https://spaceflightnow.com/2021/03/29/northrop-grumman-to-supply-solid-rocket-motors-for-first-mars-ascent-vehicle/
[1] https://spacenews.com/mev-2-servicer-closing-in-on-intelsat-10-02-docking-attempt/
[1] https://forum.nasaspaceflight.com/index.php?topic=53069.msg2190380#msg2190380

Top URLs in Tweet in G9:
[4] https://www.thedailybeast.com/pentagon-gives-lockheed-northrop-grumman-missile-defense-contracts-worth-more-than-dollar7-billion?source=twitter&via=desktop
[2] https://www.thedailybeast.com/pentagon-gives-lockheed-northrop-grumman-missile-defense-contracts-worth-more-than-dollar7-billion?via=twitter_page
[1] https://twitter.com/SaraLSirota/status/1364678419863265284
[1] https://www.thedailybeast.com/pentagon-gives-lockheed-northrop-grumman-missile-defense-contracts-worth-more-than-dollar7-billion?source=twitter&via=mobile

Top URLs in Tweet in G10:
[9] https://nationalinterest.org/blog/buzz/northrop-grumman-and-lockheed-martin-get-big-missile-defense-contracts-181152
[7] https://nationalinterest.org/blog/buzz/next-generation-interceptor-how-america-will-kill-enemy-nuclear-missiles-181079
[5] https://nationalinterest.org/blog/buzz/pictures-dont-lie-navy-wants-turn-submarine-hunter-180908

Top Domains
Top Domains in Tweet in Entire Graph:
[1066] nasa.gov
[103] gocleared.com
[38] twitter.com
[26] nationalinterest.org
[25] northropgrumman.com
[23] spaceflightnow.com
[21] janes.com
[19] defenceaviation.com
[17] cgtrader.com
[14] flightradar24.com

Top Domains in Tweet in G1:
[920] nasa.gov
[103] gocleared.com
[21] twitter.com
[15] spaceflightnow.com
[12] northropgrumman.com
[9] google.com
[7] facebook.com
[6] janes.com
[6] bisouv.com
[5] adsbexchange.com

Top Domains in Tweet in G2:
[1] consortiumnews.com

Top Domains in Tweet in G3:
[19] defenceaviation.com
[13] janes.com
[5] shephardmedia.com
[4] northropgrumman.com
[4] theaviationist.com
[4] chandleraz.gov
[3] defensearabia.com
[2] themarketeagle.com
[2] mundoaeroespacial.com
[1] rtxdefense.co

Top Domains in Tweet in G4:
[89] nasa.gov
[1] space.com
[1] twitter.com

Top Domains in Tweet in G5:
[2] defenseone.com
[1] securityinfowatch.com
[1] defense.gov

Top Domains in Tweet in G6:
[12] flightradar24.com
[1] twitter.com

Top Domains in Tweet in G8:
[2] spaceflightnow.com
[1] spacenews.com
[1] nasaspaceflight.com

Top Domains in Tweet in G9:
[7] thedailybeast.com
[1] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[79] securityclearance
[67] clearances
[67] jobs
[58] nasa
[41] crimea
[28] space
[28] 3d
[26] military
[24] northrop
[22] uav



Top Hashtags in Tweet in G1:
[79] securityclearance
[67] jobs
[67] clearances
[42] nasa
[16] space
[10] drone
[9] uav
[8] northrop
[7] military
[5] imageoftheday

Top Hashtags in Tweet in G3:
[10] raytheondefense
[8] defence
[7] unmanned
[7] uav
[5] defense
[4] icymi
[4] ai
[4] aiethics
[4] robotics
[3] missile

Top Hashtags in Tweet in G4:
[9] nasa
[7] space
[4] photography
[3] astronomy
[2] picoftheday
[2] science
[1] fox4weather
[1] geek
[1] spaceenthusiast
[1] universe

Top Hashtags in Tweet in G6:
[29] crimea
[13] nato
[12] persiangulf
[9] blacksea
[6] estonia
[5] ae29cd
[3] ae5c76
[2] chania

Top Hashtags in Tweet in G8:
[1] crimea

Top Hashtags in Tweet in G9:
[1] ngi

Top Words
Top Words in Tweet in Entire Graph:
[3740] northrop
[2568] grumman
[1492] lockheed
[1300] raytheon
[1277] boeing
[1191] more
[1180] 2020
[1169] cygnus
[1160] ship
[1154] money

Top Words in Tweet in G1:
[1423] northrop
[981] cygnus
[980] resupply
[975] ship
[972] grumman's
[966] view
[872] nasa
[449] grumman
[127] hiring
[83] systems

Top Words in Tweet in G2:
[1138] 2020
[1138] northrop
[1138] grumman
[1137] facebook
[1137] amazon
[1137] spent
[1137] more
[1137] money
[1137] lobbying
[1137] gov

Top Words in Tweet in G3:
[118] northrop
[118] grumman
[99] northropgrumman
[87] next
[62] program
[55] team
[53] interceptor
[51] defense
[50] missile
[49] generation

Top Words in Tweet in G4:
[128] cygnus
[128] ship
[126] nasa
[101] northrop
[98] grumman's
[98] resupply
[91] view
[30] cargo
[30] honoring
[30] katherine

Top Words in Tweet in G5:
[66] northrop
[66] grumman
[64] lockheed
[62] martin
[62] team
[54] raytheon
[53] develop
[52] breaking
[46] missile
[44] marcusreports

Top Words in Tweet in G6:
[121] northrop
[121] grumman
[86] wipljw
[76] rq
[63] global
[63] hawk
[46] joint
[43] 4a
[41] 8c
[40] stars

Top Words in Tweet in G7:
[6] perrigoat
[6] le_ladydi410
[6] b4ther
[6] norened39766667
[6] trishbeme
[6] swags_d17
[6] nadiepetah
[6] restlessnews
[6] pattikimble
[6] gualcojodie

Top Words in Tweet in G8:
[53] northrop
[53] grumman
[49] launch
[43] nasa
[43] awarded
[43] contract
[43] earlier
[43] month
[43] supply
[43] rocket

Top Words in Tweet in G9:
[62] defense
[45] lockheed
[42] martin
[37] missile
[36] contracts
[32] thedailybeast
[30] two
[30] worth
[30] billion
[26] awarded

Top Words in Tweet in G10:
[73] northrop
[58] lockheed
[58] martin
[58] grumman
[58] contracts
[57] next
[52] thenatlinterest
[40] generation
[40] interceptor
[40] defense

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2559] northrop,grumman
[1157] raytheon,northrop
[1148] northrop,grumman's
[1144] facebook,amazon
[1144] boeing,lockheed
[1143] more,money
[1143] 2020,facebook
[1143] lockheed,raytheon
[1142] amazon,spent
[1142] spent,more

Top Word Pairs in Tweet in G1:
[979] cygnus,resupply
[974] resupply,ship
[972] northrop,grumman's
[971] grumman's,cygnus
[966] view,northrop
[842] ship,nasa
[446] northrop,grumman
[67] #securityclearance,#clearances
[66] #clearances,#jobs
[61] gocleared,hiring

Top Word Pairs in Tweet in G2:
[1138] northrop,grumman
[1137] 2020,facebook
[1137] facebook,amazon
[1137] amazon,spent
[1137] spent,more
[1137] more,money
[1137] money,lobbying
[1137] lobbying,gov
[1137] gov,boeing
[1137] boeing,lockheed

Top Word Pairs in Tweet in G3:
[118] northrop,grumman
[49] next,generation
[48] missile,defense
[47] defense,agency
[46] generation,interceptor
[39] selects,northrop
[34] agency,selects
[34] grumman,raytheondefense
[34] raytheondefense,next
[34] interceptor,award

Top Word Pairs in Tweet in G4:
[98] northrop,grumman's
[98] grumman's,cygnus
[98] cygnus,resupply
[98] resupply,ship
[91] view,northrop
[79] ship,nasa
[30] cygnus,cargo
[30] cargo,ship
[30] ship,honoring
[30] honoring,katherine

Top Word Pairs in Tweet in G5:
[66] northrop,grumman
[62] lockheed,martin
[62] martin,northrop
[53] grumman,raytheon
[53] team,develop
[43] breaking,missile
[43] missile,defense
[43] defense,agency
[43] agency,chosen
[43] chosen,lockheed

Top Word Pairs in Tweet in G6:
[121] northrop,grumman
[83] wipljw,northrop
[76] grumman,rq
[63] global,hawk
[43] rq,4a
[43] 4a,global
[41] grumman,8c
[40] 8c,joint
[40] joint,stars
[29] hawk,#crimea

Top Word Pairs in Tweet in G7:
[6] perrigoat,le_ladydi410
[6] le_ladydi410,b4ther
[6] b4ther,norened39766667
[6] norened39766667,trishbeme
[6] trishbeme,swags_d17
[6] swags_d17,nadiepetah
[6] nadiepetah,restlessnews
[6] restlessnews,pattikimble
[6] pattikimble,gualcojodie
[5] prubesa,perrigoat

Top Word Pairs in Tweet in G8:
[53] northrop,grumman
[43] nasa,awarded
[43] awarded,northrop
[43] grumman,contract
[43] contract,earlier
[43] earlier,month
[43] month,supply
[43] supply,rocket
[43] rocket,motors
[43] motors,first

Top Word Pairs in Tweet in G9:
[42] lockheed,martin
[36] missile,defense
[30] two,missile
[30] defense,contracts
[30] contracts,worth
[25] department,defense
[25] defense,awarded
[25] awarded,two
[25] worth,eye
[25] eye,popping

Top Word Pairs in Tweet in G10:
[58] lockheed,martin
[58] northrop,grumman
[57] martin,northrop
[40] next,generation
[40] generation,interceptor
[33] grumman,received
[33] received,contracts
[33] contracts,design
[33] design,next
[25] thenatlinterest,lockheed

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@rachelbovard
@nasa
@northropgrumman
@wipljw
@gocleared
@thenatlinterest
@raytheondefense
@marcusreports
@spaceflightnow
@ldo_australia

Top Mentioned in G1:
@gocleared
@iswnews_fa
@spacecom
@totherchris
@pbjsuccess
@liao_a

Top Mentioned in G2:
@rachelbovard

Top Mentioned in G3:
@northropgrumman
@raytheondefense
@ldo_australia
@ngcnews
@janesintel
@theaviationist
@lockheedmartin
@defensearb
@disabilityin
@leonardo_live

Top Mentioned in G4:
@nasa
@astromcollins
@idariane
@spacedotcom

Top Mentioned in G5:
@marcusreports
@jlsdefense
@defenseone
@tentoads4truth
@airpowerasia
@piva_jonas
@djsnm
@nktpnd
@rachelbovard

Top Mentioned in G6:
@wipljw
@itamilradar

Top Mentioned in G7:
@le_ladydi410
@b4ther
@norened39766667
@trishbeme
@swags_d17
@nadiepetah
@restlessnews
@pattikimble
@gualcojodie
@prubesa

Top Mentioned in G8:
@spaceflightnow
@tgmetsfan98
@wipljw
@spacestationguy
@marco_langbroek
@brickmack

Top Mentioned in G9:
@thedailybeast
@mil_std
@thenatlinterest
@marcusreports
@inthenoosphere
@thedailybea

Top Mentioned in G10:
@thenatlinterest
@sootradhar

Top Tweeters
Top Tweeters in Entire Graph:
@juanmuriangoski
@belizean_bz
@kattavernd
@souljahsingh
@libertad717
@jacekwierzbicki
@maria09121953
@geoffrey_payne
@gambiste1
@crweworld

Top Tweeters in G1:
@jacekwierzbicki
@crweworld
@prpnews
@tempodotco
@findlatlng
@seekingalpha
@lucas_wyrsch
@thedextazlab
@the__himanish
@newsfilterio

Top Tweeters in G2:
@juanmuriangoski
@souljahsingh
@madanabhat
@starcoreone02
@noncontacthogg
@samhainnight
@schwingcat
@sweetfreedom29
@beank511
@bikerbd

Top Tweeters in G3:
@libertad717
@geoffrey_payne
@s_total_s2
@luisffierro
@naominakata
@jetcitystar
@teiboutaskforce
@paulmiller1313
@mark45dominic
@todo3110

Top Tweeters in G4:
@xandaolp
@marcostostes
@eudesrj
@alesalvi12
@otfk039
@meteodaganzo
@mediarings
@alexismalll
@twoseamgripe
@astropierre

Top Tweeters in G5:
@kenkircher1
@79topper
@carrybeyond
@debsomewhere
@avonan
@lalauraru777
@ebikiti_shrimp
@shorealonefilms
@whigsntwigs
@greatpoppo

Top Tweeters in G6:
@maria09121953
@abcdabaf
@janesepmeier
@clarinetwoman2
@katakana071
@terpsichore_los
@lucianoquaranta
@airassets
@oldgeek64
@strannik_1981

Top Tweeters in G7:
@wildwillow65
@geegeebythesea
@berlidge
@annie5133
@co_rapunzel4
@mooncatadams
@dallasrbaird
@agavecorn
@citizensfedup
@dickensgirl

Top Tweeters in G8:
@fiftyfiftygirl
@ainarsbr11
@smilesimplify
@ruimtevaart
@berlinaffaires
@mane_mbsmith
@nahidalaei
@herioc_zebra
@absmom1
@hmidimounir658

Top Tweeters in G9:
@pas5974
@sba1211
@tempkt
@thedailybeast
@wavetop
@zipillinois
@twilight2000
@realkunalashah
@inthenoosphere
@dbzell

Top Tweeters in G10:
@amoltikam
@npsusa
@vikas1689
@samir_patil
@sootradhar
@sonaliranade
@e__strobel
@balamurugan_mb
@carter_embrey
@vivarevolt


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