northrop grumman, Twitter, 5/31/2022 4:50:40 AM, 277395


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northrop grumman_2022-05-30_21-30-00.xlsx
northrop grumman_2022-05-30_21-30-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 31, 2022
Short Description:
northrop grumman via NodeXL https://bit.ly/3lV0CY7
@northropgrumman
@flightradar24
@ecstasyclam420
@elonmusk
@nickw01f
@lucianoquaranta
@theaviationist
@spacex
@aiphansenior
@hlcopters

Top hashtags:
#python
#jobs
#careers
#blacksea
#simulation
#hiring
#ukraine

Description:
Description
The graph represents a network of 1,792 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, 31 May 2022 at 04:33 UTC.

The requested start date was Tuesday, 31 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, 23-hour, 48-minute period from Tuesday, 17 May 2022 at 00:06 UTC to Monday, 30 May 2022 at 23:55 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 : 1792
Unique Edges : 944
Edges With Duplicates : 2267
Total Edges : 3211
Number of Edge Types : 5
Replies to : 238
Mentions : 353
Retweet : 877
MentionsInRetweet : 963
Tweet : 780
Self-Loops : 796
Reciprocated Vertex Pair Ratio : 0.00772200772200772
Reciprocated Edge Ratio : 0.0153256704980843
Connected Components : 607
Single-Vertex Connected Components : 348
Maximum Vertices in a Connected Component : 139
Maximum Edges in a Connected Component : 383
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.057951
Graph Density : 0.000406608937544867
Modularity : 0.47023
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,792 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, 31 May 2022 at 04:33 UTC.

The requested start date was Tuesday, 31 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, 23-hour, 48-minute period from Tuesday, 17 May 2022 at 00:06 UTC to Monday, 30 May 2022 at 23:55 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:
[57] https://www.flightradar24.com/FORTE11/2be5a30f
[42] https://defence-ua.com/news/visokotochna_minibomba_hatchet_vid_northrop_grumman_dlja_bpla_vzhe_gotova_do_boju_chekajemo_u_zsu-7462.html
[27] https://theaviationist.com/2022/05/26/b-21-first-flight-in-2023/
[11] https://newatlas.com/military/northrop-grumman-b-21-load-testing/
[6] https://www.janes.com/defence-news/air-platforms/latest/us-navy-deploys-northrop-grummans-mq-8c-fire-scout-to-the-pacific?utm_campaign=Social_News&utm_content=209372184&utm_medium=social&utm_source=twitter&hss_channel=tw-70529694
[5] https://www.shephardmedia.com/news/naval-warfare/navsea-orders-additional-naval-ew-systems-from-northrop-grumman/?utm_source=twitter&utm_medium=auto_post&utm_campaign=news_promo
[5] https://click.appcast.io/track/cwomlc1?cs=k6e&exch=39&jg=4ntf&bid=WMix2IqKTPc4EDqFoByA8w==&ob=tSCXVcQVbofZldxz3pYRyg==&cat=pr&sar_id=32qw0iq&jpos=82&utm_source=PythonJobsFeed&utm_medium=social_feeds&utm_campaign=Twitter
[5] https://www.codepink.org/justransition_ng
[5] https://www.codepink.org/justransition_ng?recruiter_id=418104
[4] https://www.shephardmedia.com/news/air-warfare/northrop-grumman-launches-new-loitering-munition/?utm_source=twitter&utm_medium=auto_post&utm_campaign=news_promo

Top URLs in Tweet in G1:
[9] https://newatlas.com/military/northrop-grumman-b-21-load-testing/
[5] https://www.codepink.org/justransition_ng?recruiter_id=418104
[4] https://www.codepink.org/justransition_ng
[4] https://www.defense.gov/News/Contracts/Contract/Article/3045744//
[3] https://www.stockideashq.com/stocks/noc?source=twitter-income
[3] https://m.kucoin.com/trade/LUNC-USDT?rcode=r35Z6YD
[2] https://www.nasaspaceflight.com/2022/05/intelsatvi-mrv-mep/?utm_source=dlvr.it&utm_medium=twitter
[2] https://techmonquay.com/edgecortix-launches-industry-specific-strategic-advisory-board-with-an-inaugural-appointment-of-stanley-crow-former-ceo-northrop-grumman-japan/
[2] https://www.codepink.org/justransition_ng?recruiter_id=349074
[2] https://www.flightradar24.com/

Top URLs in Tweet in G2:
[2] https://www.codepink.org/justransition_ng?recruiter_id=788217
[2] https://www.codepink.org/justransition_ng?recruiter_id=786942
[2] https://www.codepink.org/justransition_ng?recruiter_id=720209
[1] https://www.codepink.org/justransition_ng
[1] https://twitter.com/codepink/status/1526935696858140677

Top URLs in Tweet in G3:
[55] https://www.flightradar24.com/FORTE11/2be5a30f

Top URLs in Tweet in G4:
[2] https://www.inceptivemind.com/northrop-grummans-b-21-raider-stealth-bomber-completes-load-testing/24842/
[2] https://nationalcenter.org/ncppr/2022/05/20/northrop-grumman-will-reconsider-sponsorship-of-the-human-rights-campaign/
[1] https://now.northropgrumman.com/can-you-really-become-a-mars-land-owner/
[1] https://aerobuzz.de/militar-news/erstflug-der-b-21-raider-ist-nun-fuer-2023-anvisiert/
[1] https://hlcopters.com/northrop-grumman-b-21-raider-in-path-to-flight-readiness/
[1] https://actualidadaeroespacial.com/el-b-21-raider-de-northrop-grumman-supera-la-prueba-de-calibracion-de-cargas-hacia-el-primer-vuelo/
[1] https://readmagazine.com/industries/semiconductor-electronics/edgecortix-launches-industry-specific-strategic-advisory-board-with-an-inaugural-appointment-of-stanley-crow-former-ceo-northrop-grumman-japan/
[1] https://www.prnewswire.com/news-releases/edgecortix-launches-industry-specific-strategic-advisory-board-with-an-inaugural-appointment-of-stanley-crow-former-ceo-northrop-grumman-japan-301548493.html
[1] https://www.northropgrumman.com/careers/launch-a-career-in-systems-or-software-engineering-with-northrop-grumman/
[1] https://www.codepink.org/justransition_ng?recruiter_id=738739

Top URLs in Tweet in G6:
[16] https://theaviationist.com/2022/05/26/b-21-first-flight-in-2023/
[2] https://www.flightradar24.com/FORTE11/2be5a30f

Top URLs in Tweet in G7:
[41] https://defence-ua.com/news/visokotochna_minibomba_hatchet_vid_northrop_grumman_dlja_bpla_vzhe_gotova_do_boju_chekajemo_u_zsu-7462.html
[1] https://zbroya.info/uk/blog/21810_visokotochna-minibomba-hatchet-vid-northrop-grumman-dlia-bpla-vzhe-gotova-do-boiu-chekaiemo-u-zsu/

Top URLs in Tweet in G10:
[4] https://bolsafree.com/blog/noc-northrop-grumman-corp-despegamos-nuevamente/
[3] https://www.rankia.mx/blog/buenosvaloresbuenastendencias/5412283-noc-northrop-grumman-corp-despegamos-nuevamente
[2] https://investor.northropgrumman.com/news-releases/news-release-details/northrop-grumman-increases-quarterly-dividend-10-percent-173
[2] https://www.stocktitan.net/news/NOC/northrop-grumman-increases-quarterly-dividend-10-percent-to-1-p66wox22ugy0.html

Top Domains
Top Domains in Tweet in Entire Graph:
[245] appcast.io
[68] codepink.org
[65] flightradar24.com
[42] twitter.com
[42] defence-ua.com
[29] theaviationist.com
[16] northropgrumman.com
[14] thedailyvale.com
[13] shephardmedia.com
[13] newatlas.com

Top Domains in Tweet in G1:
[59] codepink.org
[27] twitter.com
[11] insideri.com
[11] newatlas.com
[10] thedailyvale.com
[9] defense.gov
[8] northropgrumman.com
[8] flightradar24.com
[6] linkewire.com
[5] co.uk

Top Domains in Tweet in G2:
[7] codepink.org
[1] twitter.com

Top Domains in Tweet in G3:
[55] flightradar24.com

Top Domains in Tweet in G4:
[2] northropgrumman.com
[2] inceptivemind.com
[2] nationalcenter.org
[2] everythingrf.com
[1] aerobuzz.de
[1] hlcopters.com
[1] actualidadaeroespacial.com
[1] readmagazine.com
[1] prnewswire.com
[1] codepink.org

Top Domains in Tweet in G6:
[16] theaviationist.com
[2] flightradar24.com

Top Domains in Tweet in G7:
[41] defence-ua.com
[1] zbroya.info

Top Domains in Tweet in G10:
[4] bolsafree.com
[3] rankia.mx
[2] northropgrumman.com
[2] stocktitan.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[81] python
[38] jobs
[33] careers
[27] blacksea
[27] simulation
[22] hiring
[20] ukraine
[18] jobsearch
[15] cpp
[15] nowhiring



Top Hashtags in Tweet in G1:
[10] securityofficer
[10] securityguard
[10] romania
[10] forte11
[10] ukraine
[9] jobs
[8] northropgrumman
[8] usaf
[8] ukrainerussiawar
[6] nato

Top Hashtags in Tweet in G2:
[1] workersrights

Top Hashtags in Tweet in G4:
[7] hrc
[3] aircraft
[2] military
[2] northropgrumman
[2] defense
[2] engineering
[2] design
[1] b21
[1] raider
[1] aviation

Top Hashtags in Tweet in G6:
[22] blacksea
[6] russia
[6] nato
[5] ukraine
[4] uavgh000
[3] ukrainerussianwar
[2] ukrainerussiaconflict
[1] russiaukrainewar
[1] ukraine️
[1] ukrainewar

Top Hashtags in Tweet in G7:
[3] технології

Top Hashtags in Tweet in G10:
[4] bolsafree
[2] dividends

Top Words
Top Words in Tweet in Entire Graph:
[1726] northrop
[1674] grumman
[285] lockheed
[275] martin
[271] looking
[237] principal
[221] raytheon
[217] engineer
[214] systems
[198] united

Top Words in Tweet in G1:
[454] northrop
[437] grumman
[74] war
[63] support
[62] meeting
[60] lockheed
[59] annual
[59] industries
[58] calling
[58] shareholder

Top Words in Tweet in G2:
[132] codepink
[92] northrop
[92] grumman
[81] transition
[73] away
[68] shareholder
[68] meeting
[60] morning
[60] dc
[60] team

Top Words in Tweet in G3:
[55] meanwhile
[55] 54
[55] 000
[55] feet
[55] over
[55] black
[55] sea
[55] northrop
[55] grumman
[55] rq

Top Words in Tweet in G4:
[19] northrop
[19] northropgrumman
[15] lies
[14] grumman
[8] hrc
[7] sponsors
[7] rights
[7] #hrc
[7] grown
[7] corrupt

Top Words in Tweet in G5:
[46] silah
[45] amerika'yı
[45] bir
[45] numara
[45] yapan
[45] lockheed
[45] martin
[45] northrop
[45] grumman
[45] gibi

Top Words in Tweet in G6:
[85] northrop
[85] grumman
[69] rq
[63] 4b
[52] forte11
[50] global
[50] hawk
[42] wipljw
[22] #blacksea
[18] flight

Top Words in Tweet in G7:
[44] високоточна
[44] мінібомба
[44] hatchet
[44] від
[44] northrop
[44] grumman
[44] для
[44] бпла
[44] вже
[44] готова

Top Words in Tweet in G8:
[36] grumman
[35] northrop
[35] ea
[35] 6b
[35] prowler
[33] ron_eisele
[21] 25
[21] 1968
[21] first
[21] flight

Top Words in Tweet in G9:
[11] northrop
[11] grumman
[10] elonmusk
[6] team
[5] ericbalchunas
[5] spglobal
[5] thankfully
[5] weapons
[5] manufacturer
[5] top

Top Words in Tweet in G10:
[35] noc
[34] dividend
[29] 10
[28] northrop
[28] grumman
[22] consecutive
[19] 73
[14] quarterly
[13] 19th
[13] annual

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1657] northrop,grumman
[268] grumman,looking
[264] lockheed,martin
[181] united,states
[165] grumman,rq
[153] rq,4b
[142] global,hawk
[135] 4b,global
[129] shareholder,meeting
[99] martin,northrop

Top Word Pairs in Tweet in G1:
[433] northrop,grumman
[58] calling,northrop
[58] grumman,annual
[58] annual,shareholder
[58] shareholder,meeting
[58] meeting,transition
[58] peaceful,industries
[56] transition,peaceful
[56] industries,add
[56] add,name

Top Word Pairs in Tweet in G2:
[92] northrop,grumman
[73] transition,away
[68] shareholder,meeting
[60] morning,codepink
[60] codepink,dc
[60] dc,team
[60] team,friends
[60] friends,disrupted
[60] disrupted,northrop
[60] grumman,shareholder

Top Word Pairs in Tweet in G3:
[55] meanwhile,54
[55] 54,000
[55] 000,feet
[55] feet,over
[55] over,black
[55] black,sea
[55] sea,northrop
[55] northrop,grumman
[55] grumman,rq
[55] rq,4b

Top Word Pairs in Tweet in G4:
[14] northrop,grumman
[7] hrc,grown
[7] grown,corrupt
[7] corrupt,lies
[7] lies,called
[7] called,equality
[7] equality,act
[7] act,lies
[7] lies,florida
[7] florida,anti

Top Word Pairs in Tweet in G5:
[45] amerika'yı,bir
[45] bir,numara
[45] numara,yapan
[45] yapan,lockheed
[45] lockheed,martin
[45] martin,northrop
[45] northrop,grumman
[45] grumman,gibi
[45] gibi,silah
[45] silah,şirketleridir

Top Word Pairs in Tweet in G6:
[85] northrop,grumman
[69] grumman,rq
[63] rq,4b
[50] 4b,global
[50] global,hawk
[45] hawk,forte11
[40] wipljw,northrop
[19] forte11,#blacksea
[16] grumman,confident
[16] confident,21

Top Word Pairs in Tweet in G7:
[44] високоточна,мінібомба
[44] мінібомба,hatchet
[44] hatchet,від
[44] від,northrop
[44] northrop,grumman
[44] grumman,для
[44] для,бпла
[44] бпла,вже
[44] вже,готова
[44] готова,до

Top Word Pairs in Tweet in G8:
[35] northrop,grumman
[35] grumman,ea
[35] ea,6b
[35] 6b,prowler
[21] 25,1968
[21] 1968,first
[21] first,flight
[21] flight,northrop
[21] prowler,twin
[21] twin,engine

Top Word Pairs in Tweet in G9:
[11] northrop,grumman
[5] elonmusk,ericbalchunas
[5] ericbalchunas,spglobal
[5] spglobal,thankfully
[5] thankfully,weapons
[5] weapons,manufacturer
[5] manufacturer,northrop
[5] grumman,top
[5] top,100
[5] 100,esg

Top Word Pairs in Tweet in G10:
[28] northrop,grumman
[23] dividend,10
[14] quarterly,dividend
[13] 19th,consecutive
[13] consecutive,annual
[12] grumman,noc
[12] noc,increased
[12] increased,quarterly
[12] 10,73
[12] 73,share

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pythonjobsfeed
@codepink
@flightradar24
@birarifin
@wipljw
@defenseexpress
@ron_eisele
@northropgrumman
@theaviationist
@jgalt485

Top Mentioned in G1:
@betterknowyou
@mariascalef2
@novashpakova
@kremsermariana1
@amyvribot
@blessed395
@lifeboathq

Top Mentioned in G2:
@codepink
@chuckmodi1
@simon_a_wood

Top Mentioned in G3:
@flightradar24

Top Mentioned in G4:
@northropgrumman
@scottshepardfep
@freeentproject
@nasawebb
@ngcnews
@data_conqueror2
@ldobartra
@marsoneproject
@tracy_staedter
@usafcent

Top Mentioned in G5:
@birarifin

Top Mentioned in G6:
@wipljw
@theaviationist
@itamilradar
@flightradar24

Top Mentioned in G7:
@defenseexpress
@zbroya_info

Top Mentioned in G8:
@ron_eisele

Top Mentioned in G9:
@elonmusk
@ericbalchunas
@spglobal
@jack_raines
@fbihouston
@calpine
@sanandamaitreya
@terrencehoward
@harryconnickjr
@katekimball

Top Mentioned in G10:
@dividendgrowth
@dividendhike
@buguisim
@cdividendos
@rankia
@rankiamexico
@stock_titan

Top Tweeters
Top Tweeters in Entire Graph:
@gambiste1
@andyvermaut
@crweworld
@jacekwierzbicki
@libertad717
@prpnews
@flashalert_me
@dgendvil
@thehill
@marketcurrents

Top Tweeters in G1:
@andyvermaut
@crweworld
@jacekwierzbicki
@prpnews
@flashalert_me
@dgendvil
@frontendla
@mary_swilling
@redot2005
@seasonsgala

Top Tweeters in G2:
@youranonriots
@paulsorrentino3
@lalitapetila
@acobasi
@simon_a_wood
@mattlabor
@juliesbooks
@hori_euph
@littlebirdsteph
@marilynwinders

Top Tweeters in G3:
@rss21uwdj85g3zn
@tamosan
@gntlman
@seafurry
@liese_mueller
@mrcellaneous
@jetlifeual
@iannetts70
@amanfromnowher1
@_mrbyte

Top Tweeters in G4:
@aukletqd
@nordstrom
@terryb28937065
@macys
@marmolfabricio
@emilemoneron
@usairforce
@chandrarsrikant
@actualidadaero
@nationalcenter

Top Tweeters in G5:
@aybaha1
@ft_fikrettunc
@srdrdmrc1978
@fenerbahcegucu5
@tcfatihy
@tuna64027585
@ilberk55
@egess611
@mono_bloks
@armes__semra

Top Tweeters in G6:
@1i5t3n3r
@lucianoquaranta
@berlinaffaires
@dcarrionf
@philb6vis
@ultron65
@uaradium
@albus961
@mocettast
@sovietarmyfan

Top Tweeters in G7:
@globalcopyright
@knightoff3
@mc_perekis
@nichkanightua
@lisskin17
@shakhtarska
@tw_nd_1984
@pyuqqnekqtjgizf
@xy_krasnodon
@nboloban

Top Tweeters in G8:
@tres444
@macchimc72
@raptorman65
@hato196789
@seiryu6198
@ron_eisele
@newsfromspace
@boerneaj_
@owyn57205346
@gerardo009

Top Tweeters in G9:
@ericbalchunas
@swhesq
@itsjefftiedrich
@spglobal
@elonmusk
@fbi
@fun_secured
@facebook
@instagram
@jack_raines

Top Tweeters in G10:
@stock_titan
@josevicentefor1
@unclefreshnycnc
@meghatarak225
@definoobcrypto
@rankia
@insiderpurchase
@hussain_hazeem
@dividendgrowth
@buguisim


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