northrop, Twitter, 8/4/2020 3:44:11 AM, 231780


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northrop_2020-08-03_20-24-42.xlsx
northrop_2020-08-03_20-24-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 04, 2020
Short Description:
northrop via NodeXL https://bit.ly/31iOCoq
@jetcitystar
@airrecognition
@trevclark1958
@thedewline
@defensearab
@northropgrumman
@samuel_xl5
@ron_eisele
@tgmetsfan98
@fionaantonella3

Top hashtags:
#northropgrumman
#aviation
#northrop
#aircraft
#onthisday
#drone
#uav

Description:
Description
The graph represents a network of 2,822 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, 04 August 2020 at 03:29 UTC.

The requested start date was Tuesday, 04 August 2020 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, 3-hour, 59-minute period from Tuesday, 21 July 2020 at 00:02 UTC to Monday, 03 August 2020 at 04:01 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 : 2822
Unique Edges : 1707
Edges With Duplicates : 3560
Total Edges : 5267
Number of Edge Types : 5
Retweet : 1405
MentionsInRetweet : 1654
Tweet : 1061
Replies to : 521
Mentions : 626
Self-Loops : 1081
Reciprocated Vertex Pair Ratio : 0.0225965488907149
Reciprocated Edge Ratio : 0.0441944556046605
Connected Components : 756
Single-Vertex Connected Components : 367
Maximum Vertices in a Connected Component : 701
Maximum Edges in a Connected Component : 1659
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.875798
Graph Density : 0.000312654584390484
Modularity : 0.517664
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 2,822 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, 04 August 2020 at 03:29 UTC.

The requested start date was Tuesday, 04 August 2020 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, 3-hour, 59-minute period from Tuesday, 21 July 2020 at 00:02 UTC to Monday, 03 August 2020 at 04:01 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:
[15] https://defence-blog.com/news/northrop-grumman-plans-to-use-emp-systems-to-defeat-drone-swarms.html
[10] https://www.flightglobal.com/farnborough-2020/northrop-grumman-to-offer-electromagnetic-pulse-counter-uav-weapon/139433.article
[9] https://gseagles.com/news/2020/7/27/brogan-boudreauxs-summer-internship-with-northrop-grumman.aspx
[9] https://defence-blog.com/news/northrop-grumman-to-update-ah-1z-and-uh-1y-helicopters.html
[8] http://www.defenceaviation.com/2015/03/decrease-in-cost-per-flight-hour-by-northrop-grumman-rq-4-global-hawk.html
[7] https://breakingdefense.com/2020/07/northrop-teaming-with-startups-to-push-air-forces-skyborg/
[7] http://www.defenceaviation.com/2011/03/northrop-grumman-demonstrates-unmanned-aerial-vehicle-air-to-air-refueling.html
[7] https://www.aviationphotocompany.com/p635779555
[6] https://peing.net/ja/ryo_a10?p=auto&utm_source=twitter&utm_medium=timeline&utm_campaign=auto_recruitment
[6] https://myemail.constantcontact.com/subject.html?soid=1102652165967&aid=ELk0JHKiVno

Top URLs in Tweet in G1:
[7] https://www.flightglobal.com/farnborough-2020/northrop-grumman-to-offer-electromagnetic-pulse-counter-uav-weapon/139433.article
[6] https://myemail.constantcontact.com/subject.html?soid=1102652165967&aid=ELk0JHKiVno
[5] https://breakingdefense.com/2020/07/northrop-teaming-with-startups-to-push-air-forces-skyborg/
[4] (MarketWatch.com
[4] -
[4] http://wwww.gf-accord.biz
[4] https://cmun.it/e/jcjxy7o/2019/10/ftc-investigates-northrop-gbsd/?t=1573432446
[3] https://www.marketwatch.com/investing/stock/NOC?siteid=rss&utm_source=feedburner&utm_medium=feed&utm_campaign=Feed:
[3] marketwatch%2Frealtimeheadlines
[3] Real-time

Top URLs in Tweet in G2:
[4] https://www.airrecognition.com/index.php/news/defense-aviation-news/2020/july/6478-northrop-grumman-to-provide-key-electronic-warfare-capabilities-for-ac-mc-130j-aircraft.html
[2] https://twitter.com/OC_Jaguars/status/1288640455643549696
[2] https://now.northropgrumman.com/superbolt-lightning-strikes-with-surprises/#.Xxr4vbROjK4.twitter
[1] https://www.airrecognition.com/index.php/news/defense-aviation-news/2020/july/6460-boeing-general-atomics-aeronautical-systems-kratos-unmanned-aerial-systems-and-northrop-grumman-systems-awarded-u-s-air-force-contract-for-skyborg-vanguard-program.html
[1] https://www.flightglobal.com/farnborough-2020/northrop-grumman-to-offer-electromagnetic-pulse-counter-uav-weapon/139433.article
[1] https://twitter.com/soul_maker_iami/status/1264813309502435329
[1] https://news.northropgrumman.com/news/features/northrop-grumman-builds-very-lightweight-torpedo-for-us-navy#.XyeJ7wSqhPA.twitter
[1] https://www.military.com/video/wwii-era-northrop-n9m-flying-wing-crashes-prison-yard
[1] https://now.northropgrumman.com/superbolt-lightning-strikes-with-surprises/#.XyJG3tan9bQ.twitter

Top URLs in Tweet in G3:
[4] https://www.grandforksherald.com/business/6588683-For-Northrop-Grumman-it%E2%80%99s-clear-skies-ahead-at-Grand-Sky
[4] http://www.infodron.es/id/2020/07/27/noticia-boeing-northrop-grumman-gaasi-kratos-competiran-desarrollo-skyborg.html?utm_source=dlvr.it&utm_medium=twitter
[3] https://news.northropgrumman.com/news/releases/northrop-grumman-delivers-three-gem-63-rocket-motors-for-united-launch-alliances-atlas-v
[3] https://www.satellite-evolution.com/single-post/2020/07/21/Northrop-Grumman-delivers-three-GEM-63-rocket-motors-for-United-Launch-Alliance%E2%80%99s-Atlas-V
[2] https://dronexl.co/2020/07/31/new-drone-project-sea-turtle-conservation-florida/
[2] https://news.northropgrumman.com/news/releases/northrop-grumman-provides-navigation-system-for-nasas-perseverance-mars-rover-mission
[2] https://defpost.com/northrop-grumman-taps-epirus-for-electromagnetic-pulse-c-uas-weapon-system/
[2] https://www.crows.org/news/519451/Northrop-Grumman-to-provide-key-EW-capabilities-for-ACMC-130J-aircraft.htm
[2] https://defpost.com/northrop-grumman-provide-advanced-electronic-warfare-simulation-capability-saudi-arabia/
[2] http://mil-embedded.com/news/kingdom-of-saudi-arabia-selects-northrop-grumman-for-electronic-warfare-simulation-contract/

Top URLs in Tweet in G5:
[1] https://twitter.com/insidedefense/status/1288198780748206082
[1] https://www.defensenews.com/air/2020/05/20/more-than-one-company-could-get-cash-to-build-the-air-forces-ai-equipped-skyborg-drone/
[1] https://www.defensenews.com/air/2020/07/28/four-companies-will-square-off-to-win-money-to-build-skyborg-drone-prototypes-this-summer/

Top URLs in Tweet in G6:
[7] http://www.defenceaviation.com/2011/03/northrop-grumman-demonstrates-unmanned-aerial-vehicle-air-to-air-refueling.html
[7] http://www.defenceaviation.com/2015/03/decrease-in-cost-per-flight-hour-by-northrop-grumman-rq-4-global-hawk.html
[7] https://www.aviationphotocompany.com/p635779555
[6] http://www.defenceaviation.com/2013/07/future-deployment-plan-of-northrop-grumman-mq-4c-triton-broad-area-maritime-surveillance-bams-aircraft.html
[6] https://www.aviationphotocompany.com/p934046062/h80C0359F
[6] https://www.aviationphotocompany.com/p934046062/h69155364

Top URLs in Tweet in G7:
[1] https://twitter.com/_hk567/status/1285368789228556289
[1] https://twitter.com/brielarson/status/1288594214536658944
[1] https://twitter.com/oocderrygirIs/status/1289635749541736448
[1] https://twitter.com/Bomboclaato/status/1262408714641948672
[1] https://twitter.com/nypost/status/1289306915080560640
[1] https://twitter.com/dhscgovuk/status/1287658988457414657
[1] https://twitter.com/__HUO__/status/1279584607646736386
[1] https://twitter.com/_SJPeace_/status/1285671648662822913
[1] https://twitter.com/autistlvsmatter/status/1285237465796743168
[1] https://twitter.com/saycheesedgtl/status/1285334104901332994

Top URLs in Tweet in G8:
[1] https://twitter.com/beaniieb4by/status/1285566718480396293
[1] https://twitter.com/theadeniran/status/1285834382973063169
[1] https://twitter.com/ali_jordan1/status/1286013586968436737
[1] https://twitter.com/mariadecotis/status/1286292671154262016
[1] https://twitter.com/seismically/status/1286307250022371331
[1] https://twitter.com/pype_her/status/1286361530078908416
[1] https://twitter.com/ahsaniqbalbutt/status/1286540267668099072
[1] https://twitter.com/captaintoney/status/1287878306088460288
[1] https://twitter.com/brittany_broski/status/1288071392936595456
[1] https://twitter.com/themeparkjosh/status/1286684743258509312

Top URLs in Tweet in G9:
[1] https://twitter.com/xxl/status/1287976074559852545

Top Domains
Top Domains in Tweet in Entire Graph:
[103] twitter.com
[26] defence-blog.com
[25] northropgrumman.com
[21] youtube.com
[21] defenceaviation.com
[19] aviationphotocompany.com
[18] flightglobal.com
[13] defenseworld.net
[11] instagram.com
[11] seekingalpha.com

Top Domains in Tweet in G1:
[27] twitter.com
[12] flightglobal.com
[10] defenseworld.net
[8] seekingalpha.com
[8] investing.com
[8] upflow.co
[7] instagram.com
[7] linkedin.com
[7] northropgrumman.com
[7] google.com

Top Domains in Tweet in G2:
[5] airrecognition.com
[4] northropgrumman.com
[3] twitter.com
[1] flightglobal.com
[1] military.com

Top Domains in Tweet in G3:
[11] northropgrumman.com
[7] defpost.com
[5] satellite-evolution.com
[5] grandforksherald.com
[4] infodron.es
[3] com.au
[3] defenseworld.net
[3] executivebiz.com
[3] twitter.com
[3] defence-blog.com

Top Domains in Tweet in G5:
[2] defensenews.com
[1] twitter.com

Top Domains in Tweet in G6:
[20] defenceaviation.com
[19] aviationphotocompany.com

Top Domains in Tweet in G7:
[10] twitter.com

Top Domains in Tweet in G8:
[25] twitter.com
[1] 10best.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[36] northropgrumman
[28] aviation
[23] northrop
[21] aircraft
[20] onthisday
[19] drone
[18] uav
[18] atlasv
[15] resultados
[13] sunset



Top Hashtags in Tweet in G1:
[15] drone
[12] uav
[9] northrop
[7] smallbusiness
[7] accounting
[7] taxes
[7] smallbiz
[7] taxreturns
[7] cpa
[6] northropgrumman

Top Hashtags in Tweet in G2:
[14] northropgrumman
[12] aviation
[10] boeing
[10] generalatomics
[10] kratos
[10] unmannedaerialsystems
[10] aircraft
[4] electronicwarfare
[4] ac130j
[4] mc130j

Top Hashtags in Tweet in G3:
[15] atlasv
[12] northropgrumman
[7] gem63
[6] aircraft
[6] uas
[5] triton
[5] network
[5] integration
[5] test
[4] epirus

Top Hashtags in Tweet in G6:
[1] otd
[1] aviation
[1] aircraft

Top Hashtags in Tweet in G7:
[2] killingeve
[2] emmys
[2] mrsamerica
[2] fxonhulu
[1] lgbtqlbaes

Top Words
Top Words in Tweet in Entire Graph:
[1925] northrop
[1098] grumman
[264] boeing
[246] general
[187] lockheed
[158] atomics
[156] aircraft
[154] martin
[143] kratos
[134] air

Top Words in Tweet in G1:
[470] northrop
[320] grumman
[76] noc
[47] 2020
[42] boeing
[38] lockheed
[33] earnings
[31] martin
[29] aircraft
[26] atlas

Top Words in Tweet in G2:
[179] northrop
[74] trevclark1958
[73] aircraft
[70] photo
[70] fly
[69] lookout
[69] aliens
[69] coming
[69] actually
[69] shows

Top Words in Tweet in G3:
[84] northrop
[64] northropgrumman
[63] grumman
[28] rocket
[23] provide
[21] 130j
[20] three
[20] ac
[20] mc
[20] general

Top Words in Tweet in G4:
[80] و
[79] الامريكية
[78] امريكا
[78] ستسمح
[78] ببيع
[78] طائرات
[78] بدون
[78] طيار
[78] مسلحة
[78] متقدمة

Top Words in Tweet in G5:
[93] northrop
[89] grumman
[74] boeing
[74] general
[74] atomics
[74] kratos
[58] air
[56] skyborg
[42] force
[38] contracts

Top Words in Tweet in G6:
[113] northrop
[56] ron_eisele
[41] grumman
[28] flight
[23] first
[20] air
[19] fighter
[19] 61
[19] black
[19] widow

Top Words in Tweet in G7:
[11] think
[11] man
[10] people
[10] men
[8] gt
[8] dakota
[8] alisha_northrop
[7] charlize
[7] theron
[7] same

Top Words in Tweet in G8:
[30] livf_erikson
[15] jenn_northrop
[14] being
[13] don
[12] never
[12] time
[11] one
[10] go
[10] friends
[10] thecloudnymph

Top Words in Tweet in G9:
[28] love
[16] yourself
[15] someone
[14] never
[14] re
[12] shit
[11] hurt
[11] go
[11] friends
[10] don

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1095] northrop,grumman
[157] general,atomics
[143] lockheed,martin
[96] atomics,kratos
[82] boeing,northrop
[81] boeing,general
[80] grumman,general
[80] ببيع,طائرات
[80] طائرات,بدون
[80] بدون,طيار

Top Word Pairs in Tweet in G1:
[317] northrop,grumman
[37] grumman,noc
[29] lockheed,martin
[19] grumman,corporation
[18] general,atomics
[17] electromagnetic,pulse
[16] grumman,delivers
[15] gem,63
[15] noc,northrop
[14] covid,19

Top Word Pairs in Tweet in G2:
[69] lookout,aliens
[69] aliens,coming
[69] coming,actually
[69] actually,photo
[69] photo,shows
[69] shows,three
[69] three,northrop
[69] northrop,n9m
[69] n9m,'flying
[69] 'flying,wing'

Top Word Pairs in Tweet in G3:
[63] northrop,grumman
[14] rocket,motors
[13] radio,frequency
[11] selected,sierranevcorp
[11] sierranevcorp,provide
[11] provide,radio
[11] frequency,countermeasures
[11] countermeasures,suite
[11] suite,protect
[11] protect,ac

Top Word Pairs in Tweet in G4:
[78] امريكا,ستسمح
[78] ستسمح,ببيع
[78] ببيع,طائرات
[78] طائرات,بدون
[78] بدون,طيار
[78] طيار,مسلحة
[78] مسلحة,متقدمة
[78] متقدمة,لصالح
[78] لصالح,السعودية
[78] السعودية,والامارات

Top Word Pairs in Tweet in G5:
[89] northrop,grumman
[74] general,atomics
[60] atomics,kratos
[58] boeing,general
[58] kratos,northrop
[42] air,force
[36] inbox,air
[36] force,awarded
[36] awarded,boeing
[36] grumman,contracts

Top Word Pairs in Tweet in G6:
[41] northrop,grumman
[32] ron_eisele,northrop
[21] first,flight
[19] northrop,61
[19] 61,black
[19] black,widow
[17] 5a,freedom
[17] freedom,fighter
[13] northrop,spirit
[12] more,images

Top Word Pairs in Tweet in G7:
[7] charlize,theron
[6] lana,rey
[6] gt,gt
[5] margot,robbie
[4] skinny,shaming
[4] dakota,johnson
[4] mental,health
[4] look,back
[4] back,myself
[4] myself,years

Top Word Pairs in Tweet in G8:
[5] one,time
[5] ll,never
[4] mirrormanstan,mariadecotis
[4] beginning,pandemic
[4] chicken,dance
[3] social,media
[3] high,school
[3] 10,years
[3] parents,raise
[3] raise,accept

Top Word Pairs in Tweet in G9:
[6] gt,gt
[5] come,back
[4] re,good
[4] good,someone
[4] someone,secret
[4] secret,second
[4] second,option
[2] biggest,win
[2] win,moving
[2] moving,shit

Top Replied-To
Top Replied-To in Entire Graph:
@northrop_xb21
@livf_erikson
@jenn_northrop
@suzu_216
@alisha_northrop
@tamago_otosimas
@kuukikeitai
@libe3357
@thecloudnymph
@cary_northrop

Top Replied-To in G2:
@trevclark1958
@tempest_books
@jonnycacciatore
@panurx1
@casillic
@konstructivizm
@real_aghasee

Top Replied-To in G3:
@northropgrumman
@ausairforce
@peterpmoran
@jgrano305
@ngcnews
@capebanks
@whataimeewrites
@usairforce

Top Replied-To in G5:
@thedewline

Top Replied-To in G6:
@riksbar1

Top Replied-To in G7:
@alisha_northrop
@veronikaxx__
@santalbitch
@_ayanaplayle
@mealsjrose
@lindallini

Top Replied-To in G8:
@livf_erikson
@jenn_northrop
@thecloudnymph
@mirrormanstan
@shananagannss
@ken_ilive
@kacey_s13
@laura_mccorry
@slagel_tyler

Top Replied-To in G9:
@bradmondonyc

Top Replied-To in G10:
@federalistno78

Top Mentioned
Top Mentioned in Entire Graph:
@trevclark1958
@defensearab
@northropgrumman
@ron_eisele
@robletofire
@wasp_x2
@oriana0214
@tgmetsfan98
@casillic
@spaceflightnow

Top Mentioned in G1:
@spacecom
@owhy3
@trmarq
@itpsapinc

Top Mentioned in G2:
@trevclark1958
@casillic
@tempest_books
@airrecognition
@clemente3000
@kadonkey
@ron_eisele
@hws5mp
@bobmaxx
@hydroplanebot

Top Mentioned in G3:
@northropgrumman
@ulalaunch
@ngcnews
@sierranevcorp
@nasa
@usairforce
@ausairforce
@womenindefence
@defpostmedia
@grandskynd

Top Mentioned in G4:
@defensearab
@ksa_revolt

Top Mentioned in G5:
@oriana0214
@thedewline
@valerieinsinna
@saralsirota
@casillic
@trevclark1958
@tgmetsfan98

Top Mentioned in G6:
@ron_eisele
@aviationphotoco
@afmuseum
@trevclark1958
@defenceaviation
@clemente3000
@dronexl1
@casillic

Top Mentioned in G7:
@pavlson
@letsbians
@iamsandraoh
@televisionacad
@aisisklopez
@jesusraves4you
@paperssil
@djtosin
@catrcdoras
@filmkylo

Top Mentioned in G8:
@mariadecotis
@livf_erikson
@thecloudnymph
@usatoday
@utknoxville
@jenn_northrop
@jesusraves4you
@georgeabrooks
@shaniatwain
@jaydawinston

Top Mentioned in G9:
@ithinkthatway
@galantawhore
@_dafnyy
@omarruizz10
@_kingthebarber
@_badassiee
@johnnyfigg
@cruabie

Top Mentioned in G10:
@lavenderlives
@madaddictsport
@soorangevibes
@phiteonn
@2spaceninja15
@jcf527
@4heartandsoul
@we_have_risen
@agortitz
@jerk58339098

Top Tweeters
Top Tweeters in Entire Graph:
@americanbanking
@tickerreport
@market_screener
@sectest9
@consumerfeed
@detikcom
@watchlistn
@engineersday
@libertad717
@dailypoliticaln

Top Tweeters in G1:
@americanbanking
@tickerreport
@market_screener
@consumerfeed
@watchlistn
@engineersday
@matiere
@dakotafinancial
@zolmaxnews
@schestowitz

Top Tweeters in G2:
@fredkiesche
@harapeko11
@katakana071
@aldotomis
@prizrak_opery
@carlosbusqued
@hl10pm
@pietro_nurra
@panurx1
@mrfelixortega

Top Tweeters in G3:
@libertad717
@jetcitystar
@markmichdomnic
@todo3110
@luisevanegas
@otfsx1228
@kaleidoscopet0
@gfherald
@omac_ute
@1234hormiga

Top Tweeters in G4:
@albwahi181818
@fasel6767
@yanasssa
@amr_____11
@ss99mbs
@slman999bah
@alkyf_
@hu214_md
@abo_ssw
@bbaannddeerr75

Top Tweeters in G5:
@boerneaj
@shorealonefilms
@forgerat
@ruckcohlchez
@thomas_embleton
@jamesgardnerone
@btfcetinkaya
@nerdfromtheherd
@tufkaa
@fikriezra

Top Tweeters in G6:
@juliocmoreno14
@mquirozt
@seafurry
@dariosailor86
@gl650_lynneg
@pogomcl2
@manuelj64662246
@pamamapa423
@grunherzjager
@ron_eisele

Top Tweeters in G7:
@brieicrson
@charlizethvron
@sarahpaulsbean
@djtosin
@nyaduothg
@lawyega
@visibleotter
@jadejadores
@margotkravitz
@letsbians

Top Tweeters in G8:
@kiaspeaks
@usatoday
@jiggyjayy2
@its__ritz
@og_lisaturtle
@deneemadison
@joshmukendi_
@raesanni
@ken_ilive
@ritaxnguyen

Top Tweeters in G9:
@imazuree
@aisisklopez
@ithinkthatway
@khloekardashian
@martial_15
@ldontgiveafuck
@_neeyonce_
@bigsyd__
@itszaeok
@badder_thenyabo

Top Tweeters in G10:
@freenaynow
@christinepolon1
@almostjingo
@smileygurl56
@lavenderlives
@adrienne711
@bluepopcorn8
@babereflex_8
@zachhaller
@thomasfines


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