northrop grumman, Twitter, 4/12/2022 4:57:02 PM, 274747


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northrop grumman_2022-04-11_21-33-28.xlsx
northrop grumman_2022-04-11_21-33-28.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 12, 2022
Short Description:
northrop grumman via NodeXL https://bit.ly/3xordny
@northropgrumman
@aviation_intel
@raestimr
@kadonkey
@thedewline
@jetcitystar
@ngcnews
@nasa_orion
@wapodavenport
@tradocfiles

Top hashtags:
#nato
#5g
#usaf
#jobs
#nasa
#ukrainerussiawar
#uavgh000
#ukraine

Description:
Description
The graph represents a network of 2,382 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, 12 April 2022 at 04:36 UTC.

The requested start date was Tuesday, 12 April 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, 30-minute period from Tuesday, 29 March 2022 at 00:08 UTC to Monday, 11 April 2022 at 23:39 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 : 2382
Unique Edges : 1260
Edges With Duplicates : 3559
Total Edges : 4819
Number of Edge Types : 5
Retweet : 1317
MentionsInRetweet : 1552
Tweet : 1243
Replies to : 254
Mentions : 453
Self-Loops : 1263
Reciprocated Vertex Pair Ratio : 0.00375410605349601
Reciprocated Edge Ratio : 0.00748013090229079
Connected Components : 579
Single-Vertex Connected Components : 316
Maximum Vertices in a Connected Component : 652
Maximum Edges in a Connected Component : 1549
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.705175
Graph Density : 0.000377146109470758
Modularity : 0.470245
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,382 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, 12 April 2022 at 04:36 UTC.

The requested start date was Tuesday, 12 April 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, 30-minute period from Tuesday, 29 March 2022 at 00:08 UTC to Monday, 11 April 2022 at 23:39 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:
[27] https://spacenews.com/northrop-grumman-weighing-options-for-new-artemis-lunar-lander-competition/
[12] https://www.axios.com/northrop-grumman-att-5g-military-internet-things-2ac25157-9100-4551-b1d4-3baf6b53a44a.html
[9] https://news.northropgrumman.com/news/releases/northrop-grumman-and-at-t-collaborate-to-power-next-generation-5g-enabled-defense-capabilities
[9] https://scitechdaily.com/nasa-orders-additional-cargo-flights-to-space-station-from-northrop-grumman-and-spacex/
[9] https://aviation-safety.net/wikibase/276946
[9] https://now.northropgrumman.com/hiding-in-plain-sight-the-argument-for-invisible-aliens/
[8] https://www.thedrive.com/the-war-zone/42964/glitzy-northrop-grumman-ad-teases-totally-notional-new-long-range-stealth-fighter
[6] https://telecoms.com/514607/northrop-grumman-hopes-att-can-make-it-better-at-blowing-stuff-up/
[6] https://seapowermagazine.org/northrop-grumman-looks-to-expand-fire-scout-missions/
[5] https://www.fiercewireless.com/5g/att-northrop-grumman-power-iot-dod

Top URLs in Tweet in G1:
[12] https://spacenews.com/northrop-grumman-weighing-options-for-new-artemis-lunar-lander-competition/
[9] https://www.axios.com/northrop-grumman-att-5g-military-internet-things-2ac25157-9100-4551-b1d4-3baf6b53a44a.html
[6] https://telecoms.com/514607/northrop-grumman-hopes-att-can-make-it-better-at-blowing-stuff-up/
[4] https://www.tradeideashq.com/stocks/noc?source=twitter-income
[3] https://www.prnewswire.com/news-releases/northrop-grumman-and-att-collaborate-to-power-next-generation-5g-enabled-defense-capabilities-301517740.html
[3] https://seapowermagazine.org/northrop-grumman-looks-to-expand-fire-scout-missions/
[2] https://interestingengineering.com/spacex-northrop-grumman-iss-2026
[2] https://techcrunch.com/2022/03/25/spacex-northrop-grumman-to-resupply-the-iss-through-2026/
[2] https://spacenews.com/northrop-grumman-weighing-options-for-new-artemis-lunar-lander-competition/?utm_source=dlvr.it&utm_medium=twitter
[2] https://scitechdaily.com/nasa-orders-additional-cargo-flights-to-space-station-from-northrop-grumman-and-spacex/

Top URLs in Tweet in G3:
[1] https://theracket.news/p/money-for-nuking

Top URLs in Tweet in G4:
[8] https://www.thedrive.com/the-war-zone/42964/glitzy-northrop-grumman-ad-teases-totally-notional-new-long-range-stealth-fighter
[2] http://insidedefense.com/node/214552
[1] https://twitter.com/DepSecDef/status/1512155142430212120
[1] https://twitter.com/ValerieInsinna/status/1512445491375714307
[1] https://twitter.com/hq_afmc/status/1512082995091415045
[1] https://www.northropgrumman.com/what-we-do/digital-transformation/
[1] https://www.ainonline.com/aviation-news/defense/2015-06-04/northrop-grummans-openpod-aimed-f-15-requirement

Top URLs in Tweet in G5:
[7] https://news.northropgrumman.com/news/releases/northrop-grumman-and-at-t-collaborate-to-power-next-generation-5g-enabled-defense-capabilities
[3] https://twitter.com/northropgrumman
[2] https://www.fiercewireless.com/5g/att-northrop-grumman-power-iot-dod
[2] https://www.dailycamera.com/2022/03/24/northrop-grumman-adds-100-jobs-in-boulder-with-ukraine-war-as-backdrop/
[1] https://twitter.com/DepSecDef/status/1512155142430212120
[1] https://ngc.com/careers
[1] https://www.eventbrite.com/e/northrop-grumman-x-black-codher-code-n-chill-tickets-265030883507
[1] https://twitter.com/ISS_Research/status/1489260075575177218
[1] https://go.nasa.gov/3LCVGTz
[1] https://www.nasa.gov/mission_pages/station/research/news/ng-17-science-highlights/

Top URLs in Tweet in G6:
[9] https://spacenews.com/northrop-grumman-weighing-options-for-new-artemis-lunar-lander-competition/
[2] https://now.northropgrumman.com/splashdown-why-spacecraft-return-by-sea/#.YlRPwcBKTl8.twitter
[1] https://news.northropgrumman.com/news/releases/northrop-grumman-and-at-t-collaborate-to-power-next-generation-5g-enabled-defense-capabilities?utm_source=Twitter&utm_medium=Image&utm_content=5G&utm_campaign=5G&Code=SNS-13493
[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/features/at-northrop-grumman-creativity-guides-innovation?utm_source=Twitter&utm_medium=Image&utm_content=dolphin&utm_campaign=dolphin&Code=SNS-13493
[1] https://www.fiercewireless.com/5g/att-northrop-grumman-power-iot-dod
[1] https://twitter.com/NGCNews/status/1509631736262574097
[1] https://twitter.com/chrisg_nsf/status/1509225970120732676
[1] https://twitter.com/wapodavenport/status/1509230067918032896

Top URLs in Tweet in G8:
[2] https://seapowermagazine.org/northrop-grumman-looks-to-expand-fire-scout-missions/
[1] https://www.af.mil/News/Article-Display/Article/2991747/air-force-awards-b-21-raider-advance-procurement-to-support-acquisition-of-long/
[1] https://www.navalnews.com/event-news/sea-air-space-2022/2022/04/usn-and-usgcmoving-to-adopt-mark-44-30mm/

Top URLs in Tweet in G9:
[1] https://bit.ly/3uf7kNK
[1] http://parabolicarc.com/2022/04/03/northrop-grumman-successfully-tests-abort-motor-for-nasas-orion-spacecraft/

Top Domains
Top Domains in Tweet in Entire Graph:
[64] twitter.com
[40] northropgrumman.com
[34] spacenews.com
[25] appcast.io
[13] axios.com
[10] nasa.gov
[10] scitechdaily.com
[9] youtube.com
[9] thedrive.com
[9] aviation-safety.net

Top Domains in Tweet in G1:
[27] twitter.com
[15] spacenews.com
[10] axios.com
[7] linkedin.com
[7] telecoms.com
[6] northropgrumman.com
[5] techcrunch.com
[5] flightradar24.com
[4] youtube.com
[4] fortbendnow.com

Top Domains in Tweet in G3:
[1] theracket.news

Top Domains in Tweet in G4:
[8] thedrive.com
[3] twitter.com
[2] insidedefense.com
[1] northropgrumman.com
[1] ainonline.com

Top Domains in Tweet in G5:
[13] twitter.com
[11] northropgrumman.com
[8] nasa.gov
[3] defensehere.com
[2] fiercewireless.com
[2] att.com
[2] washingtonexec.com
[2] dailycamera.com
[2] thalesgroup.com
[2] nsta.org

Top Domains in Tweet in G6:
[9] spacenews.com
[5] northropgrumman.com
[3] twitter.com
[1] fiercewireless.com

Top Domains in Tweet in G8:
[2] seapowermagazine.org
[1] af.mil
[1] navalnews.com

Top Domains in Tweet in G9:
[1] bit.ly
[1] parabolicarc.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[22] nato
[22] 5g
[21] usaf
[15] jobs
[15] nasa
[15] ukrainerussiawar
[14] uavgh000
[14] ukraine
[14] northropgrumman
[13] python



Top Hashtags in Tweet in G1:
[8] nato
[6] northropgrumman
[5] 5g
[4] ukraine
[4] nasa
[4] space
[4] flightradar24
[3] technology
[3] usaf
[3] news

Top Hashtags in Tweet in G4:
[6] scramjet
[1] avgeek

Top Hashtags in Tweet in G5:
[11] 5g
[9] jadc2
[6] nasa
[5] hgtp
[4] northropgrumman
[4] orion
[3] definingpossible
[3] cygnus
[2] iot
[2] crew3

Top Hashtags in Tweet in G6:
[3] 5g
[3] us
[3] artemis
[2] sld
[1] uscbaa
[1] fighon
[1] lunar
[1] lunapolitics
[1] usa

Top Hashtags in Tweet in G8:
[12] uavgh000

Top Hashtags in Tweet in G9:
[1] spacesymposium
[1] nasa

Top Words
Top Words in Tweet in Entire Graph:
[2144] northrop
[2075] grumman
[1314] air
[984] united
[975] states
[857] rq
[801] last
[785] global
[783] hawk
[669] force

Top Words in Tweet in G1:
[355] northrop
[349] grumman
[125] î
[60] defense
[51] lockheed
[48] martin
[45] boeing
[45] noc
[44] 5g
[28] 2022

Top Words in Tweet in G2:
[409] mil
[204] negocio
[204] guerra
[204] biden
[204] enviará
[204] presupuesto
[204] militar
[204] 2023
[204] 813
[204] millones

Top Words in Tweet in G3:
[296] more
[148] biden
[148] administration
[148] asking
[148] 34
[148] billion
[148] weapons
[148] end
[148] world
[148] 24

Top Words in Tweet in G4:
[140] northrop
[139] grumman
[70] aviation_intel
[64] similar
[64] building
[63] amazing
[63] think
[63] probably
[63] very
[63] looks

Top Words in Tweet in G5:
[72] northrop
[70] grumman
[57] northropgrumman
[28] att
[22] space_station
[20] co
[18] nasa
[17] more
[13] defense
[13] abort

Top Words in Tweet in G6:
[176] abort
[94] ngcnews
[94] launch
[91] more
[90] motor
[87] nasa_orion
[87] system
[87] test
[87] learn
[86] completes

Top Words in Tweet in G7:
[89] northrop
[89] grumman
[86] 20
[85] kadonkey
[77] ˆ
[12] heaven
[12] earth
[12] mq
[12] 4c
[12] 2d

Top Words in Tweet in G8:
[115] northrop
[115] grumman
[101] rq
[92] global
[92] hawk
[87] wipljw
[84] 4b
[50] boeing
[45] forte10
[31] nato

Top Words in Tweet in G9:
[39] northrop
[39] wapodavenport
[35] grumman's
[35] rick
[35] mastracchio
[35] company
[35] done
[35] work
[35] lunar
[35] lander

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2054] northrop,grumman
[975] united,states
[949] states,air
[793] grumman,rq
[779] global,hawk
[668] air,force
[642] force,northrop
[641] rq,global
[631] air,mobility
[631] mobility,command

Top Word Pairs in Tweet in G1:
[341] northrop,grumman
[89] î,î
[47] lockheed,martin
[24] 5g,enabled
[23] enabled,defense
[22] grumman,rq
[21] general,dynamics
[20] global,hawk
[20] grumman,corporation
[19] defense,capabilities

Top Word Pairs in Tweet in G2:
[204] negocio,guerra
[204] guerra,biden
[204] biden,enviará
[204] enviará,presupuesto
[204] presupuesto,militar
[204] militar,2023
[204] 2023,813
[204] 813,mil
[204] mil,millones
[204] millones,31

Top Word Pairs in Tweet in G3:
[148] biden,administration
[148] administration,asking
[148] asking,34
[148] 34,billion
[148] billion,more
[148] more,weapons
[148] weapons,end
[148] end,world
[148] world,24
[148] 24,more

Top Word Pairs in Tweet in G4:
[139] northrop,grumman
[63] amazing,think
[63] think,probably
[63] probably,very
[63] very,similar
[63] similar,looks
[63] looks,northrop
[63] grumman,big
[63] big,building
[62] aviation_intel,amazing

Top Word Pairs in Tweet in G5:
[68] northrop,grumman
[11] northropgrumman,att
[9] enabled,defense
[9] defense,capabilities
[9] abort,motor
[8] cargo,resupply
[7] collaborate,power
[7] power,next
[7] next,generation
[7] #5g,enabled

Top Word Pairs in Tweet in G6:
[90] launch,abort
[90] abort,motor
[87] learn,more
[86] ngcnews,nasa_orion
[86] nasa_orion,launch
[86] abort,system
[86] system,abort
[86] motor,completes
[86] completes,successful
[86] successful,full

Top Word Pairs in Tweet in G7:
[89] northrop,grumman
[86] grumman,20
[85] kadonkey,northrop
[77] 20,ˆ
[12] heaven,earth
[12] earth,mq
[12] mq,4c
[12] 4c,2d
[12] 2d,18
[12] 18,21

Top Word Pairs in Tweet in G8:
[115] northrop,grumman
[101] grumman,rq
[92] global,hawk
[84] rq,4b
[84] 4b,global
[53] wipljw,northrop
[45] hawk,forte10
[26] boeing,rc
[26] rc,135w
[26] 135w,rivet

Top Word Pairs in Tweet in G9:
[35] northrop,grumman's
[35] grumman's,rick
[35] rick,mastracchio
[35] mastracchio,company
[35] company,done
[35] done,work
[35] work,lunar
[35] lunar,lander
[35] lander,addition
[34] wapodavenport,northrop

Top Replied-To
Top Replied-To in Entire Graph:
@usairforce
@argohydra8
@thedewline
@workerskunk
@sensanders
@usnavy
@northropgrumman
@airandspace
@cosmic_andrew1
@theufojoe

Top Replied-To in G4:
@thedewline
@beverstine
@cbs_spacenews
@astro_atomix
@photonspectra1

Top Replied-To in G5:
@argohydra8
@northropgrumman
@ianheinischmma
@donaldfr
@eridan626
@derekdotspace
@nasa_marshall
@robert_zubrin
@apricott4216
@nasa

Top Replied-To in G6:
@cosmic_andrew1
@typratt29
@jeff_foust
@ngcnews

Top Replied-To in G8:
@sentdefender
@wipljw
@a3noticias
@yaradonyi
@vsimonblanco1
@zelenskyyua
@curiousattender

Top Replied-To in G10:
@robinsonmsr10

Top Mentioned
Top Mentioned in Entire Graph:
@brunosgarzini
@katzonearth
@ngcnews
@nasa_orion
@wipljw
@kadonkey
@aviation_intel
@northropgrumman
@raestimr
@wapodavenport

Top Mentioned in G1:
@anfurkatze
@betterknowyou
@jmarzola1
@kotubot
@defencetalk
@thermitefan

Top Mentioned in G2:
@brunosgarzini

Top Mentioned in G3:
@katzonearth

Top Mentioned in G4:
@aviation_intel
@raestimr
@thedewline
@northropgrumman
@mil_std
@leehudson_
@insidedefense
@hokiekat93
@malcolmnance
@1138jas

Top Mentioned in G5:
@northropgrumman
@att
@space_station
@nasa
@conste11ation
@nsta
@depsecdef
@spacex
@attnews
@lockheedmartin

Top Mentioned in G6:
@ngcnews
@nasa_orion
@spacenews_inc
@jeff_foust
@wapodavenport
@nextspaceflight
@attnews
@astro_angry
@xia257
@tylerg1998

Top Mentioned in G7:
@kadonkey
@worldexplore7
@raestimr

Top Mentioned in G8:
@wipljw
@damian17236445
@msidefence
@sentdefender
@navalnewscom
@johnsweeneyroar
@bwallacemp
@jsheappey
@zelenskyyua
@eldiarioes

Top Mentioned in G9:
@wapodavenport
@nextspaceflight
@thales_alenia_s
@thalesusa
@spacecom

Top Mentioned in G10:
@cool_grandad
@roza_shamina
@pandypooch6
@imdibe
@asegovia9
@free2smile1
@ihaveadreamanna
@daggerhaft
@nena01956302
@fr33palest1ne

Top Tweeters
Top Tweeters in Entire Graph:
@robinsnewswire
@tradermarcocost
@s9tmt
@cleosagas1
@crweworld
@jacekwierzbicki
@serendipitysays
@func_hs
@bunrxm
@newsfilterio

Top Tweeters in G1:
@robinsnewswire
@tradermarcocost
@crweworld
@jacekwierzbicki
@flashalert_me
@john72352990
@yuibb
@briefingcom
@macbeestje
@quantisnow

Top Tweeters in G2:
@cleosagas1
@estacadebares
@rosvalarg
@prof_yurbe
@jairogarciaxxi
@pachitobarrrios
@zeus_apolo
@vielitus
@vistacha
@enferguilliani

Top Tweeters in G3:
@bunrxm
@bob_stinson1234
@aluizcosta
@noybsk2017
@katalin_pota
@msochubbard
@sailorpsy
@btptechsearch
@nothingsmonstrd
@lolgop

Top Tweeters in G4:
@magicdmw
@s_total_s2
@ungubunugu1274
@mog7546
@baronianconsult
@anthropic
@benedictmpwhite
@shorealonefilms
@dabrams2021
@rich_outlaw

Top Tweeters in G5:
@stevejacksonva
@gonzo_30531
@aglb66
@rafaelg21253842
@douglaschongys
@att
@ksl5tv
@aligastineau
@glengilmore
@nasa

Top Tweeters in G6:
@serendipitysays
@fredkiesche
@jetcitystar
@juanjo3800
@smilesimplify
@sharebear817
@jvlopez
@salfonsi
@moneycartier_
@nyrath

Top Tweeters in G7:
@richfm39517086
@robertol04
@vetrepreneurone
@hilde57293257
@luigi_warren
@geersixx
@tkmeyer2020
@panurx1
@raptorman65
@abelgonzalez

Top Tweeters in G8:
@davasko63
@1i5t3n3r
@a3noticias
@eldiarioes
@scitecito
@genwat
@elnazaro777
@berlinaffaires
@bad_rzn
@mxsara

Top Tweeters in G9:
@rcgothic
@jpr007
@norakgroup
@spacecom
@codinworldorder
@dickblankesabel
@jasoncarvalhohq
@thepricesicard
@mcofficialplays
@sonikku_a2

Top Tweeters in G10:
@riwired
@cool_grandad
@uflo5
@whywouldyou_uk
@sadcjp
@outriderted
@natgeo
@gomiriam63
@giollalachta
@justynmatlock


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