northrop grumman, Twitter, 5/17/2022 7:30:21 AM, 276501


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northrop grumman_2022-05-16_21-30-00.xlsx
northrop grumman_2022-05-16_21-30-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 17, 2022
Short Description:
northrop grumman via NodeXL https://bit.ly/3wkLw4k
@decampdave
@chuckmodi1
@coralivesey
@mencardinal
@katalin_pota
@breaking911
@lpnh
@c_3c_3
@blackintheempir
@moonchimefamily

Top hashtags:
#python
#blacksea
#crimea
#uav
#uavgh000
#usaf
#jobs
#ukraine
#hiring

Description:
Description
The graph represents a network of 2,150 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, 17 May 2022 at 04:32 UTC.

The requested start date was Tuesday, 17 May 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, 20-hour, 31-minute period from Tuesday, 03 May 2022 at 00:11 UTC to Monday, 16 May 2022 at 20:43 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 : 2150
Unique Edges : 1096
Edges With Duplicates : 3027
Total Edges : 4123
Number of Edge Types : 5
Retweet : 1316
MentionsInRetweet : 1612
Mentions : 319
Tweet : 655
Replies to : 221
Self-Loops : 676
Reciprocated Vertex Pair Ratio : 0.00359527478171546
Reciprocated Edge Ratio : 0.00716479017400205
Connected Components : 531
Single-Vertex Connected Components : 273
Maximum Vertices in a Connected Component : 553
Maximum Edges in a Connected Component : 1324
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.12448
Graph Density : 0.00042291168417977
Modularity : 0.510158
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,150 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, 17 May 2022 at 04:32 UTC.

The requested start date was Tuesday, 17 May 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, 20-hour, 31-minute period from Tuesday, 03 May 2022 at 00:11 UTC to Monday, 16 May 2022 at 20:43 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:
[19] https://www.janes.com/defence-news/air-platforms/latest/northrop-grumman-releases-new-future-uav-concept-art
[10] https://spaceflightnow.com/2022/05/11/facing-rocket-supply-crunch-northrop-grumman-says-it-has-backup-options-for-iss-resupply/
[7] https://ftx.us/home/#a=11525991
[6] https://www.nasaspaceflight.com/2022/05/intelsatvi-mrv-mep/
[5] https://aagth1.blogspot.com/2022/05/northrop-grumman-uav.html
[4] https://click.appcast.io/track/cog9h9v?cs=k6e&exch=39&jg=4nsv&bid=q4vrqYs61qv7kasNeA5Aeg==&ob=jobdsUPpDeXCWhVrhVAD8w==&cat=un&sar_id=2pyrenh&jpos=173&utm_source=DataScienceJobsFeed&utm_medium=social_feeds&utm_campaign=Twitter
[4] https://click.appcast.io/track/cz6jasp?cs=k6e&exch=39&jg=4nt3&bid=q4vrqYs61qv7kasNeA5Aeg==&ob=jobdsUPpDeXCWhVrhVAD8w==&cat=wl&sar_id=2qrfkzd&jpos=155&utm_source=PythonJobsFeed&utm_medium=social_feeds&utm_campaign=Twitter
[4] https://click.appcast.io/track/bol3l8s?cs=k6e&exch=39&jg=4nti&bid=q4vrqYs61qv7kasNeA5Aeg==&ob=jobdsUPpDeXCWhVrhVAD8w==&cat=pr&sar_id=2okhdz8&jpos=131&utm_source=PythonJobsFeed&utm_medium=social_feeds&utm_campaign=Twitter
[4] https://www.businessinsider.com/sc/northrop-grumman-rescues-satellites-from-the-graveyard
[3] https://holylandtokyo.com/2022/05/16/3202/

Top URLs in Tweet in G1:
[7] https://ftx.us/home/#a=11525991
[5] https://spaceflightnow.com/2022/05/11/facing-rocket-supply-crunch-northrop-grumman-says-it-has-backup-options-for-iss-resupply/
[4] https://www.nasaspaceflight.com/2022/05/intelsatvi-mrv-mep/
[3] https://www.magnolianews.net/Content/global-aviation-cyber-security-market-2022-2028-comprehensive-analysis-by-top-most-players-bae-systems-cisco-ibm-northrop-grumman/?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.uasvision.com/2022/05/06/northrop-grumman-releases-new-concept-art-for-future-uav/
[3] https://holylandtokyo.com/2022/05/16/3202/
[2] https://aresdifesa.it/
[2] https://aresdifesa.it/northrop-grumman-contratto-per-la-suite-di-guerra-elettronica-dellf-16/
[2] https://events.sw.siemens.com/en-US/realizelive/experiences/digital-manufacturing-conference/
[2] https://www.spacewar.com/reports/Northrop_Grumman_Australia_team_brings_together_space_capabilities_for_JP9102_999.html?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G4:
[16] https://www.janes.com/defence-news/air-platforms/latest/northrop-grumman-releases-new-future-uav-concept-art
[5] https://aagth1.blogspot.com/2022/05/northrop-grumman-uav.html
[4] https://www.businessinsider.com/sc/northrop-grumman-rescues-satellites-from-the-graveyard
[2] https://uasweekly.com/2022/05/06/northrop-grumman-releases-new-concept-art-for-future-uas/
[1] https://communityimpact.com/phoenix/gilbert/development/2022/04/23/northrop-grumman-corporations-gilbert-campus-expansion-now-open/
[1] https://www.janes.com/defence-news/news-detail/northrop-grumman-to-compete-for-fvl-ms-requirement-for-us-navy
[1] https://news.northropgrumman.com/news/releases/northrop-grumman-successfully-tests-abort-motor-for-nasas-orion-spacecraft?utm_source=Twitter&utm_medium=Image&utm_content=scale&utm_campaign=scale&Code=SNS-13493
[1] https://news.northropgrumman.com/news/releases/northrop-grumman-to-develop-next-generation-relay-ground-station-for-us-naval-information-warfare-center-pacific?utm_source=Twitter&utm_medium=Banner&utm_content=asia&utm_campaign=asia&Code=SNS-13493
[1] https://news.northropgrumman.com/news/releases/northrop-grumman-uh-60v-openlift-ready-for-all-weather-operations?utm_source=Twitter&utm_medium=Image&utm_content=lift&utm_campaign=lift&Code=SNS-13493
[1] https://news.northropgrumman.com/news/features/at-northrop-grumman-creativity-guides-innovation?utm_source=Twitter&utm_medium=Image&utm_content=dolphin&utm_campaign=dolphin&Code=SNS-13493

Top URLs in Tweet in G5:
[1] https://spaceflightnow.com/2022/05/11/facing-rocket-supply-crunch-northrop-grumman-says-it-has-backup-options-for-iss-resupply/

Top URLs in Tweet in G6:
[1] https://twitter.com/rushdibbc/status/1525114366403743744

Top URLs in Tweet in G8:
[1] https://www.cnas.org/support-cnas/cnas-supporters
[1] https://twitter.com/MeetThePress/status/1525917607236345856

Top URLs in Tweet in G9:
[1] https://www.cnas.org/support-cnas/cnas-supporters
[1] https://twitter.com/MeetThePress/status/1525917607236345856
[1] https://twitter.com/POTUS/status/1521587102936354821

Top URLs in Tweet in G10:
[2] https://prospect.org/power/the-members-of-congress-who-profit-from-war/?msclkid=cd128644d0c711ec8fde9793ef64368d
[1] https://prospect.org/power/the-members-of-congress-who-profit-from-war/

Top Domains
Top Domains in Tweet in Entire Graph:
[180] appcast.io
[57] twitter.com
[23] janes.com
[13] northropgrumman.com
[13] youtube.com
[12] spaceflightnow.com
[8] pressreleasepoint.com
[8] nasaspaceflight.com
[8] magnolianews.net
[7] nasa.gov

Top Domains in Tweet in G1:
[29] twitter.com
[8] pressreleasepoint.com
[7] frontend.la
[7] ftx.us
[6] magnolianews.net
[6] linkedin.com
[6] flightradar24.com
[5] nasaspaceflight.com
[5] spaceflightnow.com
[4] aresdifesa.it

Top Domains in Tweet in G4:
[17] janes.com
[8] northropgrumman.com
[5] blogspot.com
[4] businessinsider.com
[2] uasweekly.com
[1] communityimpact.com
[1] spacenews.com
[1] youtu.be
[1] tx.ag
[1] linkedin.com

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

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

Top Domains in Tweet in G8:
[1] cnas.org
[1] twitter.com

Top Domains in Tweet in G9:
[2] twitter.com
[1] cnas.org

Top Domains in Tweet in G10:
[3] prospect.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[61] python
[59] blacksea
[45] crimea
[39] uav
[35] uavgh000
[27] usaf
[26] jobs
[24] ukraine
[23] hiring
[23] programming



Top Hashtags in Tweet in G1:
[9] jobs
[7] crypto
[6] forte11
[6] romania
[6] openskyro
[5] northropgrumman
[5] saveftm
[5] ftmusdt
[4] technology
[4] uav

Top Hashtags in Tweet in G3:
[50] blacksea
[44] crimea
[34] uavgh000
[21] usaf
[14] forte11
[13] livetracking
[12] nato
[12] ukraine
[11] northrop
[11] grumman

Top Hashtags in Tweet in G4:
[19] uav
[19] aircraft
[16] unmanned
[5] usa
[4] ad
[3] aviation
[3] jadc2
[3] airforce
[3] usaf
[3] defense

Top Hashtags in Tweet in G10:
[1] ukraine

Top Words
Top Words in Tweet in Entire Graph:
[1793] northrop
[1757] grumman
[521] lockheed
[486] boeing
[457] raytheon
[456] martin
[301] rq
[252] general
[250] global
[249] corp

Top Words in Tweet in G1:
[328] northrop
[317] grumman
[55] lockheed
[50] martin
[40] global
[39] boeing
[39] rq
[35] raytheon
[34] noc
[33] hawk

Top Words in Tweet in G2:
[219] corp
[116] northrop
[116] grumman
[114] raytheon
[114] boeing
[114] lockheed
[114] martin
[113] breaking911
[113] general
[110] dynamics

Top Words in Tweet in G3:
[202] rq
[187] northrop
[187] grumman
[154] global
[154] hawk
[149] 4b
[148] boeing
[134] wipljw
[97] forte11
[82] rc

Top Words in Tweet in G4:
[49] northrop
[49] grumman
[41] northropgrumman
[19] #uav
[19] #aircraft
[18] uav
[17] releases
[17] future
[17] concept
[17] art

Top Words in Tweet in G5:
[41] intelsat
[41] 901
[41] seen
[41] approaching
[41] mission
[41] extension
[41] vehicle
[41] scenes
[41] become
[41] more

Top Words in Tweet in G6:
[134] funding
[134] supports
[67] politician
[67] giving
[67] ukraine
[67] brutalization
[66] 40b
[66] chuckmodi1
[65] pal
[8] lockheed

Top Words in Tweet in G7:
[76] somalia
[75] raytheon
[75] northrop
[75] grumman
[72] c_3c_3
[60] send
[39] trump
[38] joe
[38] biden
[38] troops

Top Words in Tweet in G8:
[61] donors
[60] nbc
[60] news
[60] teaming
[60] neocon
[60] think
[60] tank
[60] cnas
[60] whose
[60] top

Top Words in Tweet in G9:
[60] northrop
[60] grumman
[47] raytheon
[46] lockheed
[46] martin
[42] tax
[42] dollars
[42] investment
[41] blackintheempir
[41] direct

Top Words in Tweet in G10:
[55] war
[54] stock
[52] senators
[52] representatives
[51] roscalt
[51] members
[51] congress
[51] profit
[49] latstetter
[44] jmonti84

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1753] northrop,grumman
[447] lockheed,martin
[280] grumman,rq
[266] martin,northrop
[240] global,hawk
[234] general,dynamics
[206] rq,4b
[191] grumman,looking
[189] 4b,global
[166] raytheon,boeing

Top Word Pairs in Tweet in G1:
[316] northrop,grumman
[46] lockheed,martin
[38] grumman,rq
[32] global,hawk
[26] general,dynamics
[22] rq,4b
[19] air,force
[18] 4b,global
[16] grumman,corporation
[14] queen,anne

Top Word Pairs in Tweet in G2:
[116] northrop,grumman
[114] lockheed,martin
[110] martin,northrop
[110] general,dynamics
[110] dynamics,corp
[109] message,brought
[109] brought,raytheon
[109] raytheon,boeing
[109] boeing,lockheed
[109] grumman,corp

Top Word Pairs in Tweet in G3:
[187] northrop,grumman
[186] grumman,rq
[154] global,hawk
[149] rq,4b
[141] 4b,global
[97] hawk,forte11
[82] boeing,rc
[79] rc,135w
[73] wipljw,boeing
[72] 135w,airseeker

Top Word Pairs in Tweet in G4:
[49] northrop,grumman
[17] grumman,releases
[17] concept,art
[16] #unmanned,#aircraft
[15] releases,future
[15] future,uav
[15] uav,concept
[15] art,northropgrumman
[15] northropgrumman,#uav
[15] #uav,#unmanned

Top Word Pairs in Tweet in G5:
[41] intelsat,901
[41] 901,seen
[41] seen,approaching
[41] approaching,mission
[41] mission,extension
[41] extension,vehicle
[41] vehicle,scenes
[41] scenes,become
[41] become,more
[41] more,common

Top Word Pairs in Tweet in G6:
[67] funding,politician
[67] politician,supports
[67] supports,giving
[67] ukraine,supports
[67] supports,funding
[67] funding,brutalization
[66] giving,40b
[66] 40b,ukraine
[65] chuckmodi1,funding
[65] brutalization,pal

Top Word Pairs in Tweet in G7:
[75] northrop,grumman
[53] raytheon,northrop
[38] joe,biden
[38] biden,send
[38] send,troops
[38] troops,president
[38] president,trump
[38] trump,removed
[38] removed,somalia
[38] somalia,back

Top Word Pairs in Tweet in G8:
[60] nbc,news
[60] news,teaming
[60] teaming,neocon
[60] neocon,think
[60] think,tank
[60] tank,cnas
[60] cnas,whose
[60] whose,top
[60] top,donors
[60] donors,2020

Top Word Pairs in Tweet in G9:
[60] northrop,grumman
[46] lockheed,martin
[42] tax,dollars
[42] raytheon,lockheed
[42] martin,northrop
[41] dollars,direct
[41] direct,investment
[41] investment,companies
[41] companies,raytheon
[40] blackintheempir,tax

Top Word Pairs in Tweet in G10:
[52] senators,representatives
[52] representatives,stock
[51] members,congress
[51] congress,profit
[51] profit,war
[51] war,senators
[44] jmonti84,roscalt
[44] roscalt,members
[43] latstetter,jmonti84
[10] northrop,grumman

Top Replied-To
Top Replied-To in Entire Graph:
@usnavy
@eridan626
@northropgrumman
@meetthepress
@lockheedmartin
@repmtg
@elonmusk
@tinyklaus
@comunidad_lib
@ggreenwald

Top Replied-To in G2:
@breaking911
@saragonzalestx
@katalin_pota
@hydraretro

Top Replied-To in G3:
@iurifiedoruk

Top Replied-To in G4:
@usnavy
@northropgrumman
@lockheedmartin
@usmc
@deptofdefense
@spahrtan6
@trentonl

Top Replied-To in G5:
@norisio

Top Replied-To in G6:
@proudsocialist
@chuckmodi1
@meghamohan

Top Replied-To in G9:
@blackintheempir

Top Replied-To in G10:
@jmonti84
@roscalt
@business
@shawna_burley

Top Mentioned
Top Mentioned in Entire Graph:
@wipljw
@breaking911
@lpnh
@c_3c_3
@chuckmodi1
@decampdave
@pythonjobsfeed
@roscalt
@latstetter
@mavivatannet

Top Mentioned in G1:
@arkansasppc
@daring35991901
@betterknowyou
@haubrichjr
@occupyschagen
@texasfreespirit
@demathacatholic
@only1ferguson

Top Mentioned in G2:
@breaking911
@lpnh
@modicumduo
@hydraretro
@decampdave
@gritty20202

Top Mentioned in G3:
@wipljw
@ua4wiy_
@scan_sky
@nato
@osint88
@aaukraine
@roubledestroyer
@malasqalani

Top Mentioned in G4:
@northropgrumman
@janesintel
@usairforce
@ngcnews
@airliners_net
@usnavy
@aviationweek
@cvn_72
@deptofdefense
@us7thfleet

Top Mentioned in G5:
@defconfuck
@spaceflightnow
@lh2nhi
@norisio

Top Mentioned in G6:
@chuckmodi1
@flowermusickids
@proudsocialist

Top Mentioned in G7:
@c_3c_3

Top Mentioned in G8:
@decampdave
@chuckmodi1

Top Mentioned in G9:
@blackintheempir
@linegoesdown
@deletetrump9

Top Mentioned in G10:
@roscalt
@latstetter
@jmonti84
@jeananncord
@wyattreed13
@c_3c_3
@chuckmodi1
@blackintheempir
@serikalidrs
@business

Top Tweeters
Top Tweeters in Entire Graph:
@americanbanking
@yoshiki7111
@rk70534
@maria09121953
@crweworld
@superalloyzz
@jacekwierzbicki
@libertad717
@newsfilterio
@prpnews

Top Tweeters in G1:
@americanbanking
@yoshiki7111
@crweworld
@jacekwierzbicki
@newsfilterio
@prpnews
@flashalert_me
@marketcurrents
@seekingalpha
@frontendla

Top Tweeters in G2:
@b1e56df9ce6549f
@homerwhite
@senseof_outrage
@libbyliberalnyc
@katalin_pota
@kathyfisher10
@govols37872
@loriann2639
@psychwriter1515
@dahart66

Top Tweeters in G3:
@maria09121953
@davasko63
@1i5t3n3r
@ciangaia
@malasqalani
@polishchukvlady
@turskael
@alltors
@elnazaro777
@berlinaffaires

Top Tweeters in G4:
@libertad717
@jetcitystar
@gemorace
@yasu_osugi
@nadeemansary
@pamamapa423
@str727
@treda10
@flattop01
@techaggreg

Top Tweeters in G5:
@superalloyzz
@k_wakita
@justininglv
@gattsuwo
@kedrskie
@ekispress
@nishikazu_nkc
@chrisastro
@amu_yugo
@shuttlealmanac

Top Tweeters in G6:
@purplegarter1
@march4progress
@matthewbadass2
@motherslit
@tifffuxxsake
@maggicarter
@herqueen_
@mystical0404
@peterbayley
@grumpymichael

Top Tweeters in G7:
@s_soteria
@cat3183
@donnamoon81146
@reeltexas
@charlamaigne
@trocbe
@bobbyd0414
@nanbumhall
@vollrathtammie
@stephe96

Top Tweeters in G8:
@brendahazelhur1
@spacettf
@orwell4ever
@martianlobotomy
@clmuseum
@pmcall
@amborin
@l_gale517
@gig_42
@naveensanders1

Top Tweeters in G9:
@shaistasalam1
@raiya_zak
@peacepumpkinpic
@blakjizuz
@melaninneal
@globalspectator
@natsusanemi
@liveskuato
@deletetrump9
@mcc01778

Top Tweeters in G10:
@business
@yllekonadnerb
@barbaralnewsome
@supertwaddle
@coralivesey
@teambernie27001
@angelsavant
@nancyhweaver1
@tymesnow
@wiseoldchild


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