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northrop_2020-07-06_20-24-42.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
July 07, 2020
Short Description:
northrop via NodeXL https://bit.ly/2BPua5U
@airandspace
@jnaviphoto
@violetpilot1
@ron_eisele
@kadonkey
@skyshelfe
@marhoomakbar
@babaktaghvaee1
@thedewline
@northropgrumman

Top hashtags:
#northropgrumman
#iran
#iranian
#últimahora
#ny16
#aviation
#technology
#usaf

Description:
Description
The graph represents a network of 3,552 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, 07 July 2020 at 03:25 UTC.

The requested start date was Tuesday, 07 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 3-hour, 51-minute period from Tuesday, 23 June 2020 at 00:01 UTC to Monday, 06 July 2020 at 03:53 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 : 3552
Unique Edges : 1675
Edges With Duplicates : 5239
Total Edges : 6914
Number of Edge Types : 5
Retweet : 2232
MentionsInRetweet : 2491
Tweet : 1074
Replies to : 502
Mentions : 615
Self-Loops : 1095
Reciprocated Vertex Pair Ratio : 0.0243597751405372
Reciprocated Edge Ratio : 0.0475609756097561
Connected Components : 781
Single-Vertex Connected Components : 374
Maximum Vertices in a Connected Component : 757
Maximum Edges in a Connected Component : 1998
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.904441
Graph Density : 0.000260046021803273
Modularity : 0.503161
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 3,552 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, 07 July 2020 at 03:25 UTC.

The requested start date was Tuesday, 07 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 3-hour, 51-minute period from Tuesday, 23 June 2020 at 00:01 UTC to Monday, 06 July 2020 at 03:53 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:
[18] https://spacenews.com/northrop-grumman-receives-222-million-contract-to-update-aging-missile-warning-satellites/
[17] http://alert5.com/2020/06/26/northrop-grumman-firebird-arrives-at-grand-forks-afb/
[11] https://www.defensedaily.com/northrop-grumman-wins-333-million-mod-three-australian-mq-4c-tritons/navy-usmc/
[9] http://www.maihold.org/mediapool/113/1132142/data/Spengler2.pdf
[9] https://www.c4isrnet.com/battlefield-tech/space/2020/06/29/northrop-grumman-to-continue-supporting-legacy-missile-warning-satellites/?utm_medium=social&utm_campaign=Socialflow+DFN&utm_source=twitter.com
[9] https://www.nasaspaceflight.com/2020/02/northrop-grumman-history-mission-extension-vehicle-docks-satellite/
[8] http://www.defenceaviation.com/2015/03/decrease-in-cost-per-flight-hour-by-northrop-grumman-rq-4-global-hawk.html
[8] http://www.spacenews.com/
[7] https://angelof-truth.com/2020/06/30/northrop-grumman-accuses-former-whistleblower-john-kiriakou-of-revenge-porn/
[6] https://now.northropgrumman.com/iron-rain-falling-sweltering-weather-on-an-exoplanet/

Top URLs in Tweet in G1:
[14] https://spacenews.com/northrop-grumman-receives-222-million-contract-to-update-aging-missile-warning-satellites/
[6] http://www.spacenews.com/
[5] https://www.defenceonline.co.uk/2020/06/30/northrop-grumman-us-air-force-infrared-countermeasures/
[4] https://itunes.apple.com/app/apple-store/id655425604?pt=356543&ct=et&mt=8
[4] https://www.cbc.ca/radio/ideas/how-northrop-frye-s-literary-cosmos-can-help-us-reimagine-life-in-2020-1.5586648?__vfz=medium%3Dsharebar
[4] https://myemail.constantcontact.com/subject.html?soid=1102652165967&aid=ELk0JHKiVno
[4] http://wwww.gf-accord.biz
[4] https://cmun.it/e/jcjxy7o/2019/10/ftc-investigates-northrop-gbsd/?t=1573432446
[3] https://www.govconwire.com/2020/06/northrop-gets-223m-contract-to-sustain-defense-support-program-satellites/
[3] https://www.govconwire.com/2020/06/northrop-books-333m-modification-to-navy-mq-4c-uas-production-contract/

Top URLs in Tweet in G2:
[5] https://twitter.com/Hajmateo/status/1276133185076822019?s=19
[2] https://www.hangar67.com/aircraft/1966-northrop-f5b/11030
[1] https://twitter.com/aeroshop_ir/status/1276078897730330625

Top URLs in Tweet in G3:
[4] https://www.transponder1200.com/video-northrop-b-2-spirit-el-bombardero-estrategico-invisible-para-los-radares

Top URLs in Tweet in G4:
[9] https://www.c4isrnet.com/battlefield-tech/space/2020/06/29/northrop-grumman-to-continue-supporting-legacy-missile-warning-satellites/?utm_medium=social&utm_campaign=Socialflow+DFN&utm_source=twitter.com
[3] http://www.businesswire.com/news/home/20200629005213/en/Cubic-Teams-Carley-Corporation-Northrop-Grumman-Support/?feedref=JjAwJuNHiystnCoBq_hl-W8j9Oi60kFTomUxRDB8jhBsNpnJw7dvSfTyni2BOVIOrCOi9QzgjCezTS3Nw_X6kJUrpSBm-Hav1w-UkdSlG3nDlC87j5HoE75BMeA8LaVacVjEfZIyqgxRRsuxHCTK2w%3D%3D&utm_source=dlvr.it&utm_medium=twitter
[3] https://www.key.aero/article/australia-procure-additional-mq-4c-triton
[2] https://www.cubic.com/news-events/news/cubic-teams-carley-corporation-and-northrop-grumman-support-us-navys-sailor-2025
[2] https://www.govconwire.com/2020/07/northrop-secures-93m-army-munition-trainer-production-contract/
[2] https://www.govconwire.com/2020/06/northrop-books-333m-modification-to-navy-mq-4c-uas-production-contract/
[2] https://www.govconwire.com/2020/06/northrop-gets-223m-contract-to-sustain-defense-support-program-satellites/
[2] https://www.satellite-evolution.com/single-post/2020/06/23/Northrop-Grumman-awarded-contract-from-SES-for-two-C-band-satellites
[2] https://www.satellite-evolution.com/single-post/2020/06/25/Northrop-Grumman-completes-preliminary-design-review-for-next-generation-overhead-persistent-infrared-subsystem
[2] https://www.satellite-evolution.com/single-post/2020/06/30/Northrop-Grumman%E2%80%99s-second-mission-extension-vehicle-and-Galaxy-30-satellite-begin-launch-preparations-in-French-Guiana

Top URLs in Tweet in G5:
[5] https://nationalinterest.org/blog/buzz/northrop-grumman%E2%80%99s-agm-88g-aargm-er-missile-nearly-ready-war-163291
[1] https://www.thedrive.com/the-war-zone/24911/this-is-what-a-northrop-f-23a-wouldve-looked-like-if-lockheed-lost-the-atf-competition

Top URLs in Tweet in G7:
[2] http://www.parabolicarc.com/2020/07/05/northrop-grumman-wins-222-5-million-contract-to-maintain-and-upgrade-early-warning-satellites/
[1] https://airandspace.si.edu/collection-objects/northrop-n1m?id=A19600302000
[1] https://news.northropgrumman.com/news/releases/northrop-grumman-announces-webcast-conference-call-of-second-quarter-2020-financial-results#.XvuQk73eCbU.twitter
[1] http://www.parabolicarc.com/2020/06/24/northrop-grumman-completes-preliminary-design-review-for-next-generation-overhead-persistent-infrared-subsystem/
[1] http://www.parabolicarc.com/2020/06/30/northrop-grummans-second-mission-extension-vehicle-and-galaxy-30-satellite-begin-launch-preparations-in-french-guiana/
[1] https://fcc.report//IBFS/SAT-T-C-20200113-00008

Top URLs in Tweet in G9:
[15] http://alert5.com/2020/06/26/northrop-grumman-firebird-arrives-at-grand-forks-afb/
[7] https://www.defensedaily.com/northrop-grumman-wins-333-million-mod-three-australian-mq-4c-tritons/navy-usmc/
[4] https://defence-blog.com/news/army/u-s-army-selects-northrop-grumman-to-sustain-vader-systems.html
[1] https://defence-blog.com/news/army/u-s-army-selects-northrop-grumman-to-sustain-vader-systems.html?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G10:
[2] https://news.northropgrumman.com/news/releases/northrop-grumman-surpasses-production-of-50-000-artillery-precision-guidance-kits
[1] https://theaviationist.com/2020/06/23/next-generation-jammer-low-band-ngj-lb-pod-tested-on-super-hornet-airframe-at-rcs-measurement-facility/
[1] https://defence-blog.com/news/army/u-s-army-selects-northrop-grumman-to-sustain-vader-systems.html

Top Domains
Top Domains in Tweet in Entire Graph:
[104] twitter.com
[39] northropgrumman.com
[33] youtube.com
[28] spacenews.com
[26] google.com
[20] defenceaviation.com
[18] alert5.com
[16] c4isrnet.com
[16] govconwire.com
[15] cbc.ca

Top Domains in Tweet in G1:
[36] twitter.com
[20] spacenews.com
[17] google.com
[17] northropgrumman.com
[10] alphadefensenews.com
[9] yahoo.com
[8] feedburner.com
[8] youtube.com
[8] cbc.ca
[8] govconwire.com

Top Domains in Tweet in G2:
[6] twitter.com
[2] hangar67.com

Top Domains in Tweet in G3:
[4] transponder1200.com

Top Domains in Tweet in G4:
[11] defpost.com
[9] c4isrnet.com
[7] northropgrumman.com
[7] govconwire.com
[7] satellite-evolution.com
[5] executivebiz.com
[4] businesswire.com
[3] spacenews.com
[3] key.aero
[2] defaeroreport.com

Top Domains in Tweet in G5:
[5] nationalinterest.org
[1] thedrive.com

Top Domains in Tweet in G7:
[4] parabolicarc.com
[1] si.edu
[1] northropgrumman.com
[1] fcc.report

Top Domains in Tweet in G9:
[15] alert5.com
[7] defensedaily.com
[5] defence-blog.com

Top Domains in Tweet in G10:
[2] northropgrumman.com
[1] theaviationist.com
[1] defence-blog.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[52] northropgrumman
[44] iran
[29] iranian
[27] últimahora
[25] ny16
[20] aviation
[19] technology
[19] usaf
[19] independenceday2020
[17] iranairforce



Top Hashtags in Tweet in G1:
[12] northropgrumman
[8] northrop
[8] stock
[8] space
[8] smallbusiness
[8] accounting
[8] taxes
[8] smallbiz
[8] taxreturns
[8] cpa

Top Hashtags in Tweet in G3:
[5] usaf
[4] aviation
[4] aviationdaily
[4] aviationlovers
[1] usnavy
[1] submarines
[1] columbiaclass
[1] ssbn
[1] technology
[1] iran

Top Hashtags in Tweet in G4:
[34] northropgrumman
[12] triton
[10] australia
[9] usaf
[8] aviation
[8] australian
[8] contract
[7] avgeek
[7] mq4c
[7] sailor2025

Top Hashtags in Tweet in G5:
[3] taldiacomohoyad

Top Hashtags in Tweet in G7:
[1] tbt
[1] aviationhistory
[1] historytoday

Top Hashtags in Tweet in G8:
[1] ne02

Top Hashtags in Tweet in G10:
[4] pgk
[1] northropgrumman
[1] opdeatheaters
[1] usaf
[1] iranian
[1] planespotting
[1] potn
[1] aviation
[1] avgeek
[1] planespotter

Top Words
Top Words in Tweet in Entire Graph:
[2759] northrop
[1581] grumman
[641] جنگنده
[413] که
[388] شده
[380] lockheed
[326] روی
[325] از
[321] شماره
[283] martin

Top Words in Tweet in G1:
[507] northrop
[348] grumman
[72] noc
[46] contract
[37] 2020
[35] lockheed
[35] satellites
[34] systems
[33] missile
[31] corporation

Top Words in Tweet in G2:
[621] جنگنده
[397] که
[376] شده
[312] از
[309] روی
[308] شماره
[201] northrop
[200] این
[195] تولید
[193] کوثر

Top Words in Tweet in G3:
[321] northrop
[122] xb
[112] violetpilot1
[98] 49
[91] bomber
[90] 35
[86] 'flying
[86] wing'
[75] first
[72] usaf

Top Words in Tweet in G4:
[64] northropgrumman
[63] northrop
[59] grumman
[34] #northropgrumman
[18] contract
[18] mission
[17] satellites
[16] awarded
[15] missile
[14] mq

Top Words in Tweet in G5:
[154] spirit
[106] northrop
[99] grumman
[77] pennsylvania
[77] riat
[77] 2017
[76] jnaviphoto
[20] aerospace
[20] giant
[20] successfully

Top Words in Tweet in G6:
[88] northrop
[88] grumman
[88] paint
[88] black
[88] lives
[88] matter
[88] side
[88] nuke
[88] challenge
[87] ashleyfeinberg

Top Words in Tweet in G7:
[92] northrop
[82] wing
[82] design
[81] flying
[81] first
[77] 80
[77] years
[77] ago
[77] today
[77] 1m

Top Words in Tweet in G8:
[74] lockheed
[74] martin
[74] raytheon
[74] boeing
[74] northrop
[74] grumman
[74] honeywell
[74] general
[74] dynamics
[73] common

Top Words in Tweet in G9:
[51] northrop
[48] grumman
[32] 2c
[32] dのbox4種の監修がnorthrop
[32] grumman社よりokでました
[32] あとは本体の開発完了と生産スタートです
[31] s14series
[22] lockheed
[21] longbow
[20] martin

Top Words in Tweet in G10:
[87] northrop
[30] first
[27] ngj
[27] lb
[27] tested
[27] theaviationist
[27] reports
[26] thedewline
[26] gen
[26] goldfein

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1564] northrop,grumman
[260] lockheed,martin
[192] جنگنده,کوثر
[190] کمپانی,northrop
[189] شماره,سریالی
[189] سریالی,که
[189] که,روی
[189] روی,جنگنده
[189] کوثر,نوشته
[189] نوشته,شده

Top Word Pairs in Tweet in G1:
[345] northrop,grumman
[28] lockheed,martin
[26] northrop,frye
[26] grumman,noc
[19] missile,warning
[19] warning,satellites
[17] grumman,awarded
[17] million,contract
[17] northrop,johnson
[16] grumman,corporation

Top Word Pairs in Tweet in G2:
[188] شماره,سریالی
[188] سریالی,که
[188] که,روی
[188] روی,جنگنده
[188] جنگنده,کوثر
[188] کوثر,نوشته
[188] نوشته,شده
[188] شده,نشون
[188] نشون,میده
[188] میده,که

Top Word Pairs in Tweet in G3:
[118] northrop,xb
[86] 'flying,wing'
[85] violetpilot1,northrop
[81] xb,35
[65] first,flight
[63] flight,northrop
[63] sick,shot
[63] shot,bruh
[63] bruh,northrop
[63] northrop,lockheed

Top Word Pairs in Tweet in G4:
[51] northrop,grumman
[14] mq,4c
[10] defpostmedia,#northropgrumman
[10] missile,warning
[10] warning,satellites
[9] mission,over
[9] grumman,rq
[9] rq,4b
[9] nas,sigonella
[9] grumman,continue

Top Word Pairs in Tweet in G5:
[99] northrop,grumman
[77] grumman,spirit
[77] spirit,spirit
[77] spirit,pennsylvania
[77] pennsylvania,riat
[77] riat,2017
[76] jnaviphoto,northrop
[20] aerospace,giant
[20] giant,northrop
[20] grumman,successfully

Top Word Pairs in Tweet in G6:
[88] northrop,grumman
[88] grumman,paint
[88] paint,black
[88] black,lives
[88] lives,matter
[88] matter,side
[88] side,nuke
[88] nuke,challenge
[87] ashleyfeinberg,northrop

Top Word Pairs in Tweet in G7:
[81] flying,wing
[77] 80,years
[77] years,ago
[77] ago,today
[77] today,northrop
[77] northrop,1m
[77] 1m,flying
[77] wing,flew
[77] flew,first
[77] first,time

Top Word Pairs in Tweet in G8:
[74] lockheed,martin
[74] martin,raytheon
[74] raytheon,boeing
[74] boeing,northrop
[74] northrop,grumman
[74] grumman,honeywell
[74] honeywell,general
[74] general,dynamics
[73] dynamics,common
[73] common,#1

Top Word Pairs in Tweet in G9:
[48] northrop,grumman
[32] 2c,dのbox4種の監修がnorthrop
[32] dのbox4種の監修がnorthrop,grumman社よりokでました
[32] grumman社よりokでました,あとは本体の開発完了と生産スタートです
[31] s14series,2c
[20] lockheed,martin
[15] grumman,firebird
[15] firebird,arrives
[15] arrives,grand
[15] grand,forks

Top Word Pairs in Tweet in G10:
[27] ngj,lb
[26] gen,goldfein
[26] goldfein,brookings
[26] brookings,going
[26] going,northrop
[26] northrop,couple
[26] couple,days
[26] days,look
[26] look,21
[26] 21,started

Top Replied-To
Top Replied-To in Entire Graph:
@northrop_xb21
@cary_northrop
@agotsumuri445
@jenn_northrop
@_lua0shigu
@amanda_northrop
@livf_erikson
@nick_northrop
@sora529tomo79
@alisha_northrop

Top Replied-To in G1:

Top Replied-To in G2:
@hubble098
@manotonews
@ramin_shahryar
@keykhoon

Top Replied-To in G3:
@artwilliamsgs
@ccibchris
@scottyeders
@trevclark1958

Top Replied-To in G4:
@northropgrumman
@_ascarius_
@tolgaozbek_com
@nasa
@324cat
@abentwrench
@aviationanoraks
@fleming_dustin

Top Replied-To in G8:
@dcrponline

Top Replied-To in G10:
@jonostrower
@thedewline
@is_keelu
@cvvhrn

Top Mentioned
Top Mentioned in Entire Graph:
@marhoomakbar
@violetpilot1
@hubble098
@ashleyfeinberg
@jnaviphoto
@airandspace
@karaforcongress
@ron_eisele
@kadonkey
@northropgrumman

Top Mentioned in G1:
@goinhouse
@bsaircraft
@dataprivacyfeed
@papa2005
@ainuler
@northernskies1
@davidtaormia
@healingsoundstx
@thelovelycrab

Top Mentioned in G2:
@marhoomakbar
@hubble098
@keykhoon
@mslb2j1b51yo9lo
@cyrupedia

Top Mentioned in G3:
@violetpilot1
@ron_eisele
@kadonkey
@trevclark1958
@ccibchris
@afhf
@airandspace
@il_wheels
@jnaviphoto
@controladores

Top Mentioned in G4:
@northropgrumman
@defpostmedia
@ngcnews
@usarmy
@usairforce
@carley_corp
@defense_news
@usnavy
@cubicdefense
@itamilradar

Top Mentioned in G5:
@jnaviphoto
@thenatlinterest
@violetpilot1
@aviaciondigital
@trevclark1958

Top Mentioned in G6:
@ashleyfeinberg

Top Mentioned in G7:
@airandspace
@spacecom
@sdasm
@violetpilot1
@s
@ngcnews
@fccspace
@jnaviphoto
@burkharddomke

Top Mentioned in G8:
@karaforcongress
@donjbacon

Top Mentioned in G9:
@s14series
@alert5
@defensearab
@abdulmoiz1990
@defence_blog
@readerrabott
@kadonkey
@defensedaily
@jnaviphoto
@ron_eisele

Top Mentioned in G10:
@theaviationist
@thedewline
@strikewriter
@opdeatheaters
@violetpilot1
@mil_std
@hydroplanebot
@kadonkey
@jnaviphoto
@abdulmoiz1990

Top Tweeters
Top Tweeters in Entire Graph:
@americanbanking
@tickerreport
@market_screener
@consumerfeed
@watchlistn
@libertad717
@dailypoliticaln
@matiere
@dakotafinancial
@chidambara09

Top Tweeters in G1:
@americanbanking
@tickerreport
@market_screener
@consumerfeed
@watchlistn
@dailypoliticaln
@matiere
@dakotafinancial
@radar_assistant
@marketcurrents

Top Tweeters in G2:
@freedom_hugo
@soheiil7
@makeyourselfno1
@pumareal2000
@janminajan
@psphpc
@vahidallcapone
@basa3q
@abo_karikot
@reetwittgar

Top Tweeters in G3:
@john1966olsen
@willou_du80
@juliocmoreno14
@takakura1982
@nosaka_s16
@naominakata
@frioacero
@feralislandbud
@mc_perekis
@mquirozt

Top Tweeters in G4:
@libertad717
@planespotiscool
@324cat
@lucianoquaranta
@scitecito
@markmichdomnic
@panurx1
@anonssynonymous
@moneybizines
@newsfrombw

Top Tweeters in G5:
@stefan_laurell
@gure595
@osanshouo1115
@vievararosel
@vndl9mpg9oheasr
@prangelmarmol
@waraji_san
@_akamig
@su_e01
@scipiondesalm

Top Tweeters in G6:
@newtman
@vickysecret_719
@jensmyth
@tim_h
@vodblu
@jessecooksfood
@athertonkd
@armoredrobot
@geist_mariep
@addisb

Top Tweeters in G7:
@47panagiotis
@ilovaussiesheps
@kulganofcrydee
@tomohiro_diary
@pooetryman
@hir00007
@ivyjuneau
@genejm29
@varifrank
@heliosphoenix

Top Tweeters in G8:
@zahoribalmaceda
@richrake
@lltwing
@sds_sunlight
@nshrubs
@dmspinharney
@sngitau
@pam_elizondo
@gotmtv
@ritaresarian

Top Tweeters in G9:
@jyunesu_
@sisimomo2011
@not_digital_
@drsanjaypsahoo
@dxxzc6yn1
@otfsx1228
@841035
@halhal_21
@abdulmoiz1990
@yubari_taka

Top Tweeters in G10:
@billnigh
@jetcitystar
@blackchinadress
@elisha1022
@goatrancenet
@lindafmanuel
@dariosailor86
@luisevanegas
@hiltonholloway
@franksowa1