northrop, Twitter, 5/17/2022 7:42:45 AM, 276502


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northrop_2022-05-16_20-45-00.xlsx
northrop_2022-05-16_20-45-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 17, 2022
Short Description:
northrop via NodeXL https://bit.ly/3FVO4ZU
@kimdotcom
@ccrusaderknight
@elonmusk
@sean_northrop
@usairforce
@northropgrumman
@youtube
@sylvia70485099
@39magilla
@ayorafernando

Top hashtags:
#branchorks
#blacksea
#python
#northrop
#uav
#crimea
#econclubdc
#uavgh000

Description:
Description
The graph represents a network of 4,414 Twitter users whose tweets in the requested range contained "northrop", 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 03:51 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, 23-hour, 36-minute period from Tuesday, 03 May 2022 at 00:11 UTC to Monday, 16 May 2022 at 23:47 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 : 4414
Unique Edges : 2373
Edges With Duplicates : 6768
Total Edges : 9141
Number of Edge Types : 5
Retweet : 2597
MentionsInRetweet : 2987
Replies to : 681
Mentions : 1492
Tweet : 1384
Self-Loops : 1435
Reciprocated Vertex Pair Ratio : 0.0221047573282076
Reciprocated Edge Ratio : 0.0432534085566526
Connected Components : 917
Single-Vertex Connected Components : 471
Maximum Vertices in a Connected Component : 1757
Maximum Edges in a Connected Component : 4470
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 8.628775
Graph Density : 0.000218389236152074
Modularity : 0.489873
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,414 Twitter users whose tweets in the requested range contained "northrop", 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 03:51 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, 23-hour, 36-minute period from Tuesday, 03 May 2022 at 00:11 UTC to Monday, 16 May 2022 at 23:47 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
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
[18] https://en.wikipedia.org/wiki/Northrop_YB-49
[14] https://fannel.app/feed/0cc82056-b480-11ec-8080-80003f16b919/
[14] https://fannel.app/feed/33394530-c40c-11ec-8080-80017d3fc176/
[12] https://www.aviationphotocompany.com/p934046062/hC569E181
[10] https://spaceflightnow.com/2022/05/11/facing-rocket-supply-crunch-northrop-grumman-says-it-has-backup-options-for-iss-resupply/
[9] https://ello.co/northrop/post/ealpzoaoptddct3ulytbfg
[9] https://www.northrop.umn.edu/events/robin-wall-kimmerer
[7] https://ello.co/northrop
[7] https://ftx.us/home/#a=11525991

Top URLs in Tweet in G1:
[7] https://ftx.us/home/#a=11525991
[6] https://yoloo.abxmegalodon.com/hs-baseball.php
[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/
[4] https://www.northroprealty.com/contact.php
[4] https://www.northroprealty.com/why-northrop.php
[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://washingtontechnology.com/companies/2022/05/northrop-elevates-new-diversity-chief-within-its-own-ranks/366803/
[3] https://holylandtokyo.com/2022/05/16/3202/

Top URLs in Tweet in G3:
[11] https://www.aviationphotocompany.com/p934046062/hC569E181
[1] https://twitter.com/wipljw/status/1526170270561607680
[1] https://www.aviationphotocompany.com/p4685217
[1] https://en.wikipedia.org/wiki/Northrop_YB-49
[1] https://www.youtube.com/watch?v=ks6pGio6M04&feature=youtu.be

[1] https://oshkoshdefense.com/oshkosh-defense-highlights-advanced-technology-capabilities-at-modern-day-marine-2022/
[1] https://news.northropgrumman.com/news/releases/northrop-grumman-advances-f-16-electronic-warfare-suite-integration
[1] https://airliners.net/
[1] https://www.airliners.net/photo/USA-Air-Force/Northrop-Grumman-B-2A-Spirit/6855333

Top URLs in Tweet in G4:
[9] https://ello.co/northrop/post/ealpzoaoptddct3ulytbfg
[7] https://ello.co/northrop
[4] https://ello.co/northrop/post/rh9ogykuyeizxrdlvmksnq
[4] https://ello.co/northrop/post/woascfrhwalvvwfv0cjvra
[4] https://ello.co/northrop/post/anxoc1vgjoq542r4wtmfaw
[4] https://lockheedmartin.link/
[4] https://ello.co/northrop/post/egpl_q19tu7hhldd0b6c9q
[3] https://ello.co/northrop/post/smtu8czdn4eef6xtmzkjxq
[3] https://ello.co/northrop/post/xv91c1-3-hjplx58bkgeqw
[3] https://ello.co/northrop/post/xsqgh9ik7uidhq-pxmangq

Top URLs in Tweet in G6:
[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://256today.com/northrop-grummans-faad-c2-plays-integral-role-testing-jadc2-messaging-standard/
[2] https://blog.executivebiz.com/2022/05/northrop-taps-l3harris-for-nasa-lunar-mission-rocket-avionics-development/
[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.airliners.net/photo/USA-Air-Force/Northrop-Grumman-B-2A-Spirit/6855333
[1] https://aviationweek.com/defense-space/riding-along-l-1011-air-launch-flight-demonstration
[1] https://www.aviationphotocompany.com/p934046062/hC569E181

Top URLs in Tweet in G9:
[14] https://fannel.app/feed/0cc82056-b480-11ec-8080-80003f16b919/
[14] https://fannel.app/feed/33394530-c40c-11ec-8080-80017d3fc176/
[4] https://longpartyrecords.com/contents/520391
[3] https://www.youtube.com/channel/UCSqHMJ235hCd9MfCBbU8pOA
[3] https://fukurouband.ryzm.jp/live/382717d3-482a-4e16-85be-ccc14b137b07
[2] https://azami-jp.com/live/9de3151e-1a87-4be7-aeaa-beb21b57cb85
[2] https://longpartyrecords.com/product/21512
[2] https://www.youtube.com/watch?v=gOaKyKrgxT8&feature=youtu.be

[2] http://5.You
[1] https://www.youtube.com/watch?v=eivzTh_6TrI&feature=youtu.be


Top URLs in Tweet in G10:
[1] https://twitter.com/CrappyFumes/status/1521831389963984896

Top Domains
Top Domains in Tweet in Entire Graph:
[180] appcast.io
[157] twitter.com
[73] ello.co
[37] youtube.com
[31] fannel.app
[24] umn.edu
[23] janes.com
[22] wikipedia.org
[16] northropgrumman.com
[14] adsbexchange.com

Top Domains in Tweet in G1:
[50] twitter.com
[13] northroprealty.com
[12] adsbexchange.com
[10] washingtontechnology.com
[10] abxmegalodon.com
[9] pressreleasepoint.com
[7] magnolianews.net
[7] linkedin.com
[7] frontend.la
[7] ftx.us

Top Domains in Tweet in G3:
[12] aviationphotocompany.com
[2] airliners.net
[1] twitter.com
[1] wikipedia.org
[1] youtube.com
[1] oshkoshdefense.com
[1] northropgrumman.com

Top Domains in Tweet in G4:
[73] ello.co
[40] twitter.com
[9] northropgrumman.com
[5] youtube.com
[4] lockheedmartin.link
[2] cdiscount.com
[2] spaceforce.mil
[2] google.com
[1] linkedin.com
[1] substack.com

Top Domains in Tweet in G6:
[17] janes.com
[5] blogspot.com
[4] businessinsider.com
[2] twitter.com
[2] 256today.com
[2] executivebiz.com
[2] uasweekly.com
[1] communityimpact.com
[1] airliners.net
[1] aviationweek.com

Top Domains in Tweet in G9:
[31] fannel.app
[8] youtube.com
[7] longpartyrecords.com
[3] ryzm.jp
[2] eplus.jp
[2] azami-jp.com
[2] 5.you
[1] zoonet.nagoya
[1] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[74] branchorks
[61] blacksea
[61] python
[57] northrop
[56] uav
[45] crimea
[45] econclubdc
[35] uavgh000
[31] usaf
[31] usa



Top Hashtags in Tweet in G1:
[9] jobs
[7] crypto
[6] northropgrumman
[6] forte11
[6] romania
[6] openskyro
[6] smallbusiness
[6] accounting
[6] taxes
[6] taxreturns

Top Hashtags in Tweet in G3:
[23] uav
[21] usaf
[17] usa
[15] ukraine
[15] livetracking
[13] nato
[10] blacksea
[10] flightradar24
[10] forte11
[9] ukrainerussiawar

Top Hashtags in Tweet in G4:
[74] branchorks
[4] musulmans
[2] aircraftmaintenance
[2] aviation
[2] 5g
[2] indopacific2022
[1] hoopahhop
[1] jimmyguieu
[1] lesportesdufutur
[1] ufologyinquiries

Top Hashtags in Tweet in G6:
[19] uav
[19] aircraft
[16] unmanned
[10] flyingwing
[6] usa
[4] usaf
[4] ad
[3] jadc2
[3] airforce
[3] defense

Top Hashtags in Tweet in G7:
[44] blacksea
[44] crimea
[32] uavgh000
[11] northrop
[11] grumman
[11] global
[11] hawk
[5] sigonella
[5] uav
[5] usaf

Top Hashtags in Tweet in G9:
[6] locofrank
[6] northrop
[1] goldrush2022
[1] 音の鳴る瞬間へ

Top Hashtags in Tweet in G10:
[5] billsmafia
[3] gobills
[2] bnet
[1] obiwankenobi

Top Words
Top Words in Tweet in Entire Graph:
[3296] northrop
[1757] grumman
[960] raytheon
[802] ukraine
[720] billion
[714] lockheed
[534] boeing
[482] martin
[474] war
[415] weapons

Top Words in Tweet in G1:
[593] northrop
[314] grumman
[71] lockheed
[57] martin
[53] wayne
[51] fort
[47] boeing
[46] raytheon
[42] 2022
[40] global

Top Words in Tweet in G2:
[648] billion
[644] ukraine
[323] war
[323] raytheon
[322] kimdotcom
[322] profit
[322] math
[322] gives
[322] worth
[322] free

Top Words in Tweet in G3:
[251] northrop
[79] black
[65] grumman
[60] ron_eisele
[60] douglas
[59] 20
[59] tigershark
[58] mcdonnell
[57] yf
[57] ii

Top Words in Tweet in G4:
[74] #branchorks
[45] twitter
[38] utc
[35] cest
[35] 2022
[34] gmt
[31] time
[30] gt
[25] over
[23] game

Top Words in Tweet in G5:
[219] corp
[116] northrop
[116] grumman
[116] raytheon
[114] boeing
[114] lockheed
[114] martin
[113] breaking911
[113] general
[110] dynamics

Top Words in Tweet in G6:
[91] northrop
[49] northropgrumman
[48] grumman
[25] first
[25] yrb
[23] spirit
[23] flight
[22] 1950
[19] air
[19] force

Top Words in Tweet in G7:
[183] rq
[181] northrop
[172] grumman
[138] global
[138] hawk
[137] 4b
[137] boeing
[133] wipljw
[97] forte11
[77] rc

Top Words in Tweet in G8:
[99] armas
[98] accionistas
[98] fabricantes
[98] están
[98] haciendo
[98] ricos
[98] guerra
[98] lockheed
[98] northrop
[98] raytheon

Top Words in Tweet in G9:
[157] northrop
[71] nodding
[67] myself
[55] 2022
[54] tour
[48] release
[39] owl
[37] mighty
[37] hope
[34] 570_northro

Top Words in Tweet in G10:
[16] cary_northrop
[13] lol
[11] people
[9] good
[8] losinvictus
[7] day
[7] buffalobills
[7] today
[7] one
[6] year

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1753] northrop,grumman
[468] lockheed,martin
[352] raytheon,31
[335] ukraine,war
[332] gives,ukraine
[332] ukraine,billion
[332] billion,worth
[332] worth,free
[332] free,weapons
[332] weapons,fight

Top Word Pairs in Tweet in G1:
[313] northrop,grumman
[51] fort,wayne
[50] lockheed,martin
[38] grumman,rq
[33] northrop,frye
[32] global,hawk
[31] general,dynamics
[24] wayne,northrop
[22] rq,4b
[20] air,force

Top Word Pairs in Tweet in G2:
[322] ukraine,war
[322] war,profit
[322] profit,math
[322] math,gives
[322] gives,ukraine
[322] ukraine,billion
[322] billion,worth
[322] worth,free
[322] free,weapons
[322] weapons,fight

Top Word Pairs in Tweet in G3:
[64] northrop,grumman
[58] mcdonnell,douglas
[55] northrop,20
[55] douglas,northrop
[55] northrop,yf
[55] yf,23
[55] 23,black
[55] black,widow
[55] widow,ii
[55] ii,1990

Top Word Pairs in Tweet in G4:
[34] utc,gmt
[24] #branchorks,twitter
[22] game,over
[18] gmt,game
[16] northrop,grumman
[15] gt,gt
[14] gt,run
[12] learn,more
[11] 2022,6th
[10] twitter,meta

Top Word Pairs in Tweet in G5:
[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 G6:
[48] northrop,grumman
[22] first,flight
[19] air,force
[17] grumman,releases
[17] concept,art
[16] #unmanned,#aircraft
[15] 2a,spirit
[15] releases,future
[15] future,uav
[15] uav,concept

Top Word Pairs in Tweet in G7:
[172] northrop,grumman
[172] grumman,rq
[138] global,hawk
[137] rq,4b
[129] 4b,global
[97] hawk,forte11
[77] boeing,rc
[74] rc,135w
[73] wipljw,boeing
[72] 135w,airseeker

Top Word Pairs in Tweet in G8:
[98] accionistas,fabricantes
[98] fabricantes,armas
[98] armas,están
[98] están,haciendo
[98] haciendo,ricos
[98] ricos,guerra
[98] guerra,lockheed
[98] lockheed,northrop
[98] northrop,raytheon
[97] victorgguerrero,accionistas

Top Word Pairs in Tweet in G9:
[67] nodding,myself
[66] northrop,nodding
[48] myself,release
[48] release,tour
[37] mighty,hope
[26] tour,2022
[23] 八王子rips,owl
[23] owl,pre
[23] pre,flexible
[23] flexible,celebrate

Top Word Pairs in Tweet in G10:
[4] cary_northrop,losinvictus
[3] polskyogorky,nytimes
[2] gumshoe718,cary_northrop
[2] losinvictus,such
[2] second,amendment
[2] amendment,more
[2] more,important
[2] human,life
[2] life,sad
[2] absolutely,heartbreaking

Top Replied-To
Top Replied-To in Entire Graph:
@karthik48966191
@northrop_xb21
@archielurker
@cary_northrop
@jenn_northrop
@realteslacharts
@shananagannss
@usnavy
@sean_northrop
@northrop_tyler

Top Replied-To in G2:
@kimdotcom

Top Replied-To in G3:
@sylvia70485099
@wulfywaffle
@airpir_southern
@clark_aviation

Top Replied-To in G4:
@eridan626
@reuters
@meetthepress
@futureshift
@aiphansenior
@club934
@_donnamwynn
@abetterlizard
@fbi

Top Replied-To in G5:
@breaking911
@saragonzalestx
@katalin_pota
@hydraretro

Top Replied-To in G6:
@usnavy
@northropgrumman
@lockheedmartin
@neville_p
@usmc
@deptofdefense
@trentonl
@spahrtan6

Top Replied-To in G7:
@iurifiedoruk

Top Replied-To in G10:
@cary_northrop
@losinvictus
@themightydeol
@kbreezer2
@jim_jordan
@thebillsblues
@slutriarch
@chynadoll44
@bwestbrookaz8
@dano_cosmic

Top Mentioned
Top Mentioned in Entire Graph:
@kimdotcom
@wipljw
@breaking911
@lpnh
@victorgguerrero
@c_3c_3
@chuckmodi1
@ron_eisele
@decampdave
@pythonjobsfeed

Top Mentioned in G1:
@arnaudz1
@arkansasppc
@daring35991901
@betterknowyou
@haubrichjr
@occupyschagen
@imashiofficial
@ricardoluisman4
@texasfreespirit
@demathacatholic

Top Mentioned in G2:
@kimdotcom

Top Mentioned in G3:
@ron_eisele
@sylvia70485099
@mil_std
@l_team10
@aviationphotoco
@realairpower1
@aaukraine
@scan_sky
@09runway
@violetpilot1

Top Mentioned in G4:
@twitter
@time
@nasa
@boincnetwork
@nbcuniversal
@meta
@cern
@cbsnewspath
@reuters
@warnermedia

Top Mentioned in G5:
@breaking911
@lpnh
@modicumduo
@hydraretro
@kimdotcom
@decampdave
@gritty20202

Top Mentioned in G6:
@northropgrumman
@usairforce
@janesintel
@afftmuseum
@genchuckyeager
@schmidy_87
@watcherctp
@airliners_net
@cvn_72
@aviationweek

Top Mentioned in G7:
@wipljw
@ua4wiy_
@duncanmonk
@mcasyumaaz
@nato
@osint88
@yuma_mcas
@roubledestroyer
@custodiorubens
@sylvia70485099

Top Mentioned in G8:
@victorgguerrero

Top Mentioned in G9:
@570_northro
@lonparirecords
@fannel_band
@fukurouband
@recordshopzoo
@dothemosh
@koidemarina
@azami_jp

Top Mentioned in G10:
@buffalobills
@cary_northrop
@losinvictus
@blizzardcs
@polskyogorky
@nytimes
@billswildwestaz
@slutriarch
@kajedbuffalo
@disneyplus

Top Tweeters
Top Tweeters in Entire Graph:
@americanbanking
@yoshiki7111
@rk70534
@durobelinda
@maria09121953
@cleosagas1
@crweworld
@superalloyzz
@jacekwierzbicki
@libertad717

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

Top Tweeters in G2:
@rellvolverocelt
@chopknighttime
@duncanmacmartin
@divakarssathya
@whirlwindwisdom
@dyu7vug97v2qcqh
@prasadhemant
@broncoskolar
@junglefruits
@yazzy_321

Top Tweeters in G3:
@gus_802
@jmramos1701d
@willou_du80
@ryunosinfx
@jfifudhdvhdjzuh
@brlanray
@anil7kishan
@hitonoia
@davidisaksen
@btfcetinkaya

Top Tweeters in G4:
@reuters
@skynews
@washingtonpost
@abc
@afp
@xbox
@afpespanol
@lowsulfurbunker
@johnedwards33
@claycun

Top Tweeters in G5:
@b1e56df9ce6549f
@homerwhite
@senseof_outrage
@libbyliberalnyc
@katalin_pota
@kathyfisher10
@govols37872
@loriann2639
@psychwriter1515
@dahart66

Top Tweeters in G6:
@libertad717
@derekjohnbryant
@jetcitystar
@gemorace
@epeterd916
@yasu_osugi
@nadeemansary
@fjt
@pogomcl2
@pamamapa423

Top Tweeters in G7:
@maria09121953
@davasko63
@frioacero
@1i5t3n3r
@ciangaia
@malasqalani
@polishchukvlady
@turskael
@alltors
@elnazaro777

Top Tweeters in G8:
@durobelinda
@cleosagas1
@rosarobco
@chuchoquehabla
@nuriablanco13
@jairogarciaxxi
@splth32
@rosamariaartal
@marisalennon
@frangallruiz

Top Tweeters in G9:
@kenken_7538
@tlemoro441
@shigewo_som
@taun_game_over
@mortarrecord
@283_g35
@vanpersieeeeee
@azukimon
@musik_fact
@yamyamgats

Top Tweeters in G10:
@nytimes
@blizzardcs
@lowes
@saged_up
@albertbreer
@buffdada
@rattygirl41
@dano_cosmic
@buffalobills
@eagles


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