northrop grumman, Twitter, 4/19/2022 4:23:38 PM, 275084


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northrop grumman_2022-04-18_21-33-28.xlsx
northrop grumman_2022-04-18_21-33-28.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 19, 2022
Short Description:
northrop grumman via NodeXL https://bit.ly/3jUqQJs
@wipljw
@northropgrumman
@aviation_intel
@segozavr
@zelenskiadvisor
@depsecdef
@thedewline
@rich_outlaw
@kama_kamilia
@kadonkey

Top hashtags:
#blacksea
#python
#5g
#jobs
#nato
#hiring
#usaf
#northrop
#flightradar24

Description:
Description
The graph represents a network of 2,524 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, 19 April 2022 at 04:35 UTC.

The requested start date was Tuesday, 19 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, 31-minute period from Tuesday, 05 April 2022 at 00:21 UTC to Monday, 18 April 2022 at 23:52 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 : 2524
Unique Edges : 1095
Edges With Duplicates : 4861
Total Edges : 5956
Number of Edge Types : 5
Retweet : 1532
MentionsInRetweet : 1682
Tweet : 1310
Replies to : 744
Mentions : 688
Self-Loops : 1328
Reciprocated Vertex Pair Ratio : 0.00453103760761214
Reciprocated Edge Ratio : 0.009021199819576
Connected Components : 557
Single-Vertex Connected Components : 305
Maximum Vertices in a Connected Component : 1192
Maximum Edges in a Connected Component : 3335
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 6.069634
Graph Density : 0.000348144142039041
Modularity : 0.395232
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,524 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, 19 April 2022 at 04:35 UTC.

The requested start date was Tuesday, 19 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, 31-minute period from Tuesday, 05 April 2022 at 00:21 UTC to Monday, 18 April 2022 at 23:52 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:
[118] https://twitter.com/ZelenskiAdvisor/status/1515990972991164417/photo/1
[115] https://www.youtube.com/watch?v=e9_e6agctU8&feature=youtu.be

[12] https://www.axios.com/northrop-grumman-att-5g-military-internet-things-2ac25157-9100-4551-b1d4-3baf6b53a44a.html
[11] https://about.att.com/story/2022/northrop-grumman-digital-battle-network.html
[9] https://news.northropgrumman.com/news/releases/northrop-grumman-and-at-t-collaborate-to-power-next-generation-5g-enabled-defense-capabilities
[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:
[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/
[3] https://news.yahoo.com/northrup-grumman-t-creating-military-154901934.html
[3] https://www.fiercewireless.com/5g/att-northrop-grumman-power-iot-dod
[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://www.stocktitan.net/news/NOC/northrop-grumman-and-at-t-collaborate-to-power-next-generation-5g-phyqhcg5s2ak.html
[2] https://about.att.com/story/2022/northrop-grumman-digital-battle-network.html
[2] https://www.defencetalk.com/northrop-att-collaborate-to-for-5g-enabled-defense-systems-78607/?utm_source=dlvr.it&utm_medium=twitter
[2] https://twitter.com/sensanders/status/1512513299920871435

Top URLs in Tweet in G2:
[8] https://www.thedrive.com/the-war-zone/42964/glitzy-northrop-grumman-ad-teases-totally-notional-new-long-range-stealth-fighter
[3] https://www.defensedaily.com/armys-uh-60v-with-northrop-grummans-digital-cockpit-gets-airworthiness-certification/army/
[2] http://insidedefense.com/node/214552
[1] https://twitter.com/hq_afmc/status/1512082995091415045
[1] https://www.northropgrumman.com/what-we-do/digital-transformation/
[1] https://www.defensenews.com/air/2022/04/07/as-b-21-bomber-prep-ramps-up-air-force-awards-contract-for-advance-parts/?utm_source=twitter&utm_medium=social&utm_campaign=tw_defensenews
[1] https://twitter.com/DepSecDef/status/1512155142430212120
[1] https://twitter.com/amanda_m_macias/status/1514270541351473156
[1] https://twitter.com/ValerieInsinna/status/1512445491375714307

Top URLs in Tweet in G6:
[118] https://twitter.com/ZelenskiAdvisor/status/1515990972991164417/photo/1
[115] https://www.youtube.com/watch?v=e9_e6agctU8&feature=youtu.be

[2] https://hlcopters.com/northrop-grumman-uh-60v-black-hawk-openlift-ready-for-all-weather/
[1] https://twitter.com/RealAliAlfaraj/status/1515035699703128068
[1] https://www.lockheedmartin.com/en-us/suppliers/cybersecurity.html
[1] https://www.boeing.com/careers/career-areas/cybersecurity.page
[1] https://www.raytheon.com/cyber
[1] http://www.northropgrumman.com/Capabilities/Cybersecurity/Pages/default.aspx
[1] https://gdit.com/what-we-do/cyber

Top URLs in Tweet in G7:
[9] https://about.att.com/story/2022/northrop-grumman-digital-battle-network.html
[7] https://news.northropgrumman.com/news/releases/northrop-grumman-and-at-t-collaborate-to-power-next-generation-5g-enabled-defense-capabilities
[2] https://news.northropgrumman.com/news/releases/northrop-grumman-to-develop-digital-twin-of-companys-testbed-for-digital-mission-systems?utm_source=Twitter&utm_medium=Image&utm_content=twin&utm_campaign=twin&Code=SNS-13493
[2] https://www.satellitetoday.com/technology/2022/04/14/northrop-grumman-space-cto-outlines-her-vision-for-sustainable-space/?utm_campaign=coschedule&utm_source=twitter&utm_medium=Via_Satellite&utm_content=Northrop%20Grumman%20Space%20CTO%20Outlines%20Her%20Vision%20for%20Sustainable%20Space%C2%A0
[2] https://www.fiercewireless.com/5g/att-northrop-grumman-power-iot-dod
[1] https://ngc.com/careers
[1] https://twitter.com/DepSecDef/status/1512155142430212120
[1] https://news.northropgrumman.com/news/releases/northrop-grumman-awarded-us-space-force-contract-for-deep-space-advanced-radar-capability?utm_source=Twitter&utm_medium=Image&utm_content=deep&utm_campaign=deep&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://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

Top URLs in Tweet in G10:
[1] https://twitter.com/victorperli/status/1513921957082845195

Top Domains
Top Domains in Tweet in Entire Graph:
[176] twitter.com
[121] youtube.com
[105] appcast.io
[40] northropgrumman.com
[14] att.com
[13] axios.com
[11] frontend.la
[9] thedrive.com
[9] bizjournals.com
[7] nasa.gov

Top Domains in Tweet in G1:
[24] twitter.com
[10] axios.com
[7] telecoms.com
[6] linkedin.com
[5] northropgrumman.com
[5] pressreleasepoint.com
[5] targetconnect.net
[5] spacewar.com
[4] yahoo.com
[4] fiercewireless.com

Top Domains in Tweet in G2:
[8] thedrive.com
[4] twitter.com
[3] defensedaily.com
[2] insidedefense.com
[1] northropgrumman.com
[1] defensenews.com

Top Domains in Tweet in G6:
[119] twitter.com
[115] youtube.com
[2] hlcopters.com
[1] lockheedmartin.com
[1] boeing.com
[1] raytheon.com
[1] northropgrumman.com
[1] gdit.com

Top Domains in Tweet in G7:
[18] northropgrumman.com
[12] att.com
[5] nasa.gov
[4] twitter.com
[4] com.au
[4] bizjournals.com
[2] satellitetoday.com
[2] fiercewireless.com
[2] washingtonexec.com
[1] ngc.com

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[108] blacksea
[45] python
[32] 5g
[30] jobs
[25] nato
[21] hiring
[17] usaf
[16] northrop
[14] flightradar24
[14] grumman



Top Hashtags in Tweet in G1:
[7] nato
[6] northropgrumman
[5] 5g
[5] blacksea
[5] ukraine
[5] wearesun
[4] dailyvoice
[3] northrop
[3] flightradar24
[3] forte10

Top Hashtags in Tweet in G2:
[5] scramjet
[4] blacksea
[1] avgeek

Top Hashtags in Tweet in G4:
[89] blacksea
[9] northrop
[9] grumman
[9] global
[9] hawk
[4] uavgh000
[4] sigonella
[4] uav
[4] usaf
[2] forte10

Top Hashtags in Tweet in G5:
[3] blacksea

Top Hashtags in Tweet in G6:
[2] usarmy
[2] aviation
[2] openlift
[2] avionics
[2] uh60v
[2] blackhawk
[2] helicopter
[2] sikorsky
[2] uh60
[2] boeing

Top Hashtags in Tweet in G7:
[24] 5g
[11] attinfluencer
[9] jadc2
[5] hgtp
[4] cygnus
[4] defence24day
[3] definingpossible
[3] northropgrumman
[2] digitaltwin
[2] icymi

Top Hashtags in Tweet in G9:
[1] blacksea

Top Words
Top Words in Tweet in Entire Graph:
[3120] northrop
[3095] grumman
[2054] rq
[1741] air
[1434] global
[1433] hawk
[1093] united
[1083] states
[767] 4b
[696] force

Top Words in Tweet in G1:
[351] northrop
[350] grumman
[61] defense
[59] boeing
[56] lockheed
[53] martin
[45] raytheon
[45] 5g
[45] î
[38] general

Top Words in Tweet in G2:
[209] northrop
[209] grumman
[72] aviation_intel
[66] similar
[66] building
[65] amazing
[65] think
[65] probably
[65] very
[65] looks

Top Words in Tweet in G3:
[180] ожидается
[180] что
[180] завтра
[180] пентагон
[180] проведет
[180] встречу
[180] с
[180] главами
[180] восьми
[180] ведущих

Top Words in Tweet in G4:
[226] rq
[221] northrop
[221] grumman
[190] global
[190] hawk
[175] 4b
[170] wipljw
[89] #blacksea
[50] boeing
[44] nato

Top Words in Tweet in G5:
[151] northrop
[151] grumman
[85] 20
[84] kadonkey
[75] ˆ
[55] flying
[55] wing
[55] commercial
[55] aviation
[55] concept

Top Words in Tweet in G6:
[1011] rq
[530] northrop
[529] grumman
[506] global
[506] hawk
[505] 4b
[505] forte
[505] 12
[393] air
[392] predator

Top Words in Tweet in G7:
[72] northrop
[66] grumman
[54] northropgrumman
[28] att
[25] more
[24] #5g
[20] defense
[16] deliver
[14] collaboration
[13] capabilities

Top Words in Tweet in G8:
[84] webb
[81] nasaspaceflight
[80] northrop
[80] grumman
[77] james
[77] space
[76] more
[76] good
[76] news
[76] telescope's

Top Words in Tweet in G9:
[72] с
[72] главами
[68] northrop
[68] grumman
[67] сегодня
[67] представители
[67] пентагона
[67] встретятся
[67] компаний
[67] general

Top Words in Tweet in G10:
[51] raytheon
[51] northrop
[51] grumman
[47] lockheed
[46] buying
[46] twitter
[46] musk
[46] buy
[46] cease
[46] operation

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3080] northrop,grumman
[1479] grumman,rq
[1427] global,hawk
[1083] united,states
[975] states,air
[767] rq,4b
[694] air,force
[664] force,northrop
[662] rq,global
[644] air,mobility

Top Word Pairs in Tweet in G1:
[345] northrop,grumman
[52] lockheed,martin
[34] î,î
[32] general,dynamics
[32] grumman,rq
[28] global,hawk
[24] 5g,enabled
[23] enabled,defense
[20] grumman,corporation
[19] defense,capabilities

Top Word Pairs in Tweet in G2:
[209] northrop,grumman
[65] amazing,think
[65] think,probably
[65] probably,very
[65] very,similar
[65] similar,looks
[65] looks,northrop
[65] grumman,big
[65] big,building
[64] aviation_intel,amazing

Top Word Pairs in Tweet in G3:
[180] ожидается,что
[180] что,завтра
[180] завтра,пентагон
[180] пентагон,проведет
[180] проведет,встречу
[180] встречу,с
[180] с,главами
[180] главами,восьми
[180] восьми,ведущих
[180] ведущих,производителей

Top Word Pairs in Tweet in G4:
[221] northrop,grumman
[217] grumman,rq
[190] global,hawk
[175] rq,4b
[169] 4b,global
[121] wipljw,northrop
[83] hawk,#blacksea
[34] hawk,forte10
[30] nato,northrop
[30] rq,4d

Top Word Pairs in Tweet in G5:
[151] northrop,grumman
[85] grumman,20
[84] kadonkey,northrop
[75] 20,ˆ
[55] grumman,flying
[55] flying,wing
[55] wing,commercial
[55] commercial,aviation
[55] aviation,concept
[55] concept,circa

Top Word Pairs in Tweet in G6:
[529] northrop,grumman
[506] global,hawk
[506] grumman,rq
[505] hawk,rq
[505] rq,4b
[505] forte,12
[392] predator,air
[270] air,drone
[270] drone,forte
[270] 12,global

Top Word Pairs in Tweet in G7:
[66] northrop,grumman
[11] learn,more
[11] northropgrumman,att
[9] attbusiness,#attinfluencer
[9] #attinfluencer,#5g
[9] enabled,defense
[9] defense,capabilities
[7] thank,depsecdef
[7] depsecdef,visiting
[7] visiting,palmdale

Top Word Pairs in Tweet in G8:
[80] northrop,grumman
[77] james,webb
[77] webb,space
[76] more,good
[76] good,news
[76] news,james
[76] space,telescope's
[76] telescope's,milestones
[76] milestones,northrop
[76] grumman,announces

Top Word Pairs in Tweet in G9:
[72] с,главами
[68] northrop,grumman
[67] сегодня,представители
[67] представители,пентагона
[67] пентагона,встретятся
[67] встретятся,с
[67] главами,компаний
[67] компаний,general
[67] general,dynamics
[67] dynamics,lockheed

Top Word Pairs in Tweet in G10:
[51] northrop,grumman
[46] buying,twitter
[46] twitter,musk
[46] musk,buy
[46] buy,raytheon
[46] raytheon,lockheed
[46] lockheed,northrop
[46] grumman,cease
[46] cease,operation
[46] operation,immediately

Top Replied-To
Top Replied-To in Entire Graph:
@zelenskyyua
@kamalaharris
@secblinken
@deptofdefense
@secdef
@vp
@denys_shmyhal
@podolyak_m
@apukraine
@vitaliy_klychko

Top Replied-To in G2:
@thedewline
@beverstine

Top Replied-To in G4:
@sentdefender
@global_mil_info
@wipljw
@osint88
@spencerguard
@peston
@iaponomarenko
@osinttechnical

Top Replied-To in G6:
@zelenskyyua
@kamalaharris
@secblinken
@deptofdefense
@secdef
@vp
@denys_shmyhal
@podolyak_m
@apukraine
@justintrudeau

Top Replied-To in G7:
@northropgrumman
@eridan626
@gunnelswarren
@ianheinischmma
@donaldfr
@astro_atomix

Top Replied-To in G8:
@astro_angry
@typratt29

Top Mentioned
Top Mentioned in Entire Graph:
@segozavr
@wipljw
@kadonkey
@nasaspaceflight
@aviation_intel
@zloy_odessit
@northropgrumman
@tempest_books
@raestimr
@thedewline

Top Mentioned in G1:
@anfurkatze
@betterknowyou
@rrrremington
@defencetalk
@thermitefan
@lifeboathq

Top Mentioned in G2:
@aviation_intel
@raestimr
@thedewline
@defense_news
@northropgrumman
@alexhollings52
@beverstine
@wipljw
@mil_std
@amanda_m_macias

Top Mentioned in G3:
@segozavr
@fjua14

Top Mentioned in G4:
@wipljw
@damian17236445
@osint88
@ua4wiy_
@bbcworld
@bbcworldservice
@sentdefender
@segozavr
@spencerguard
@global_mil_info

Top Mentioned in G5:
@kadonkey
@tempest_books
@worldexplore7
@wipljw
@gcmg_obv
@raestimr
@thedewline

Top Mentioned in G6:
@secdef
@nato
@potus
@statedept
@joebiden
@borisjohnson
@vonderleyen
@emmanuelmacron
@karimkhanqc
@anne_hidalgo

Top Mentioned in G7:
@northropgrumman
@att
@attbusiness
@space_station
@ngcnews
@attnews
@nasawebb
@conste11ation
@depsecdef
@nasa

Top Mentioned in G8:
@nasaspaceflight
@falkenschwer
@artemis360_moon
@czechartgirl
@spcplcyonline

Top Mentioned in G9:
@zloy_odessit
@segozavr
@wipljw

Top Mentioned in G10:
@rafifarber
@fluegellahm

Top Tweeters
Top Tweeters in Entire Graph:
@tradermarcocost
@s9tmt
@maria09121953
@crweworld
@1denmadrid
@jacekwierzbicki
@8492squadron
@inabster
@mckbirdbks
@func_hs

Top Tweeters in G1:
@tradermarcocost
@crweworld
@jacekwierzbicki
@prpnews
@flashalert_me
@deesbarbara
@briefingcom
@macbeestje
@quantisnow
@abnewswire

Top Tweeters in G2:
@8492squadron
@func_hs
@magicdmw
@s_total_s2
@ungubunugu1274
@mog7546
@naominakata
@bassaces1
@adekleine
@baronianconsult

Top Tweeters in G3:
@maria09121953
@rouslan5
@tewton44
@kabanmadan
@smetanatborschu
@kievtet2012
@leonkllr007
@tolkun57
@vgmax
@nunpszrijbthzib

Top Tweeters in G4:
@davasko63
@1i5t3n3r
@aristidebancevu
@yuliyakyiv
@bbcworld
@genwat
@ericmwebb1
@berlinaffaires
@kraus_read
@lyndonrosser

Top Tweeters in G5:
@tres444
@richfm39517086
@robertol04
@carolymorrisse1
@mark45dominic
@hilde57293257
@vetrepreneurone
@luigi_warren
@spooney35
@selenablaji

Top Tweeters in G6:
@azurabaz
@abc
@mariaressa
@treda10
@dmitry_gordon
@anne_hidalgo
@saifuddinabd
@refugees
@un
@statedept

Top Tweeters in G7:
@john1966olsen
@truthglow
@stevejacksonva
@gonzo_30531
@aglb66
@rafaelg21253842
@genejm29
@kevin_jackson
@douglaschongys
@att

Top Tweeters in G8:
@smilesimplify
@nightcat2609
@rcgothic
@zickyx
@thor_lm
@4e93c4b107fea2
@codinworldorder
@jordanajemison
@izagaangeles
@drwhitecell

Top Tweeters in G9:
@elenamikhailova
@polishchukvlady
@sergik961
@selftourizm
@spasenewsman
@rivervedma
@pwlad2
@nicklesik
@ivbera
@morkva01

Top Tweeters in G10:
@notrealdemocrat
@tumalwas
@furlicity
@ghost_maga
@richschwab1
@klausriede
@redbuddhadojo
@petrucc19072582
@asymmetricalpha
@harrydbean


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