northrop grumman, Twitter, 11/24/2020 3:34:07 PM, 242128


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northrop grumman_2020-11-23_21-01-26.xlsx
northrop grumman_2020-11-23_21-01-26.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 24, 2020
Short Description:
northrop grumman via NodeXL https://bit.ly/2UYPWKs
@benjaminnorton
@chrisg_nsf
@nasa
@federalistno78
@realdonaldtrump
@northropgrumman
@kadonkey
@skepticalvet
@rterriers2
@samuel_xl5

Top hashtags:
#securityclearance
#jobs
#clearances
#northropgrumman
#drone
#uav

Description:
Description
The graph represents a network of 2,099 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, 24 November 2020 at 05:05 UTC.

The requested start date was Tuesday, 24 November 2020 at 01:01 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, 22-hour, 6-minute period from Tuesday, 10 November 2020 at 01:05 UTC to Monday, 23 November 2020 at 23:11 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 : 2099
Unique Edges : 1023
Edges With Duplicates : 3057
Total Edges : 4080
Number of Edge Types : 5
Replies to : 180
Mentions : 373
Tweet : 696
Retweet : 1360
MentionsInRetweet : 1471
Self-Loops : 808
Reciprocated Vertex Pair Ratio : 0.00575013068478829
Reciprocated Edge Ratio : 0.0114345114345114
Connected Components : 485
Single-Vertex Connected Components : 271
Maximum Vertices in a Connected Component : 638
Maximum Edges in a Connected Component : 1436
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 3.935829
Graph Density : 0.000436905131182809
Modularity : 0.474423
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 2,099 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, 24 November 2020 at 05:05 UTC.

The requested start date was Tuesday, 24 November 2020 at 01:01 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, 22-hour, 6-minute period from Tuesday, 10 November 2020 at 01:05 UTC to Monday, 23 November 2020 at 23:11 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:
[49] https://www.thedrive.com/the-war-zone/37498/northrop-grummans-plan-to-replace-the-mq-9-reaper-with-stealthy-autonomous-drones
[38] https://events.r20.constantcontact.com/register/event?oeidk=0a87c588-b303-4183-af71-acc90aa2d3d9
[18] https://myemail.constantcontact.com/subject.html?soid=1102652165967&aid=iJyOMGZX2eE
[14] https://myemail.constantcontact.com/subject.html?soid=1102652165967&aid=3S9IBxzG950
[12] https://www.cgtrader.com/products/northrop-grumman-ac-208-eliminator-gunship
[7] https://news.northropgrumman.com/news/releases/northrop-grumman-awarded-additional-cargo-resupply-missions-to-the-international-space-station
[6] http://www.defenceaviation.com/2015/03/decrease-in-cost-per-flight-hour-by-northrop-grumman-rq-4-global-hawk.html
[6] http://www.defenceaviation.com/2011/03/northrop-grumman-demonstrates-unmanned-aerial-vehicle-air-to-air-refueling.html
[6] https://myemail.constantcontact.com/subject.html?soid=1102652165967&aid=Ga2lpZBAcKM
[6] https://theaviationist.com/2020/11/15/boeing-and-northrop-grumman-carry-out-aewc-open-mission-systems-test-flights-with-crj-700-testbed-aircraft/

Top URLs in Tweet in G1:
[1] https://twitter.com/BernPress/status/1327697755129712641

Top URLs in Tweet in G2:
[38] https://events.r20.constantcontact.com/register/event?oeidk=0a87c588-b303-4183-af71-acc90aa2d3d9
[18] https://myemail.constantcontact.com/subject.html?soid=1102652165967&aid=iJyOMGZX2eE
[14] https://myemail.constantcontact.com/subject.html?soid=1102652165967&aid=3S9IBxzG950
[8] https://www.thedrive.com/the-war-zone/37498/northrop-grummans-plan-to-replace-the-mq-9-reaper-with-stealthy-autonomous-drones
[6] https://myemail.constantcontact.com/subject.html?soid=1102652165967&aid=Ga2lpZBAcKM
[6] http://www.defenceaviation.com/2015/03/decrease-in-cost-per-flight-hour-by-northrop-grumman-rq-4-global-hawk.html
[6] http://www.defenceaviation.com/2011/03/northrop-grumman-demonstrates-unmanned-aerial-vehicle-air-to-air-refueling.html
[5] http://www.defenceaviation.com/2013/07/future-deployment-plan-of-northrop-grumman-mq-4c-triton-broad-area-maritime-surveillance-bams-aircraft.html
[4] https://myemail.constantcontact.com/subject.html?soid=1102652165967&aid=ELk0JHKiVno
[3] https://bcfocus.com/global-aviation-security-market-size-trends-analysis-demand-outlook-and-forecast-2027-3m-accenture-lockheed-martin-corporation-raytheon-company-boeing-northrop-grumman-corporation/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G3:
[4] https://news.northropgrumman.com/news/releases/northrop-grumman-awarded-additional-cargo-resupply-missions-to-the-international-space-station
[3] https://www.satellite-evolution.com/post/northrop-grumman-awarded-additional-cargo-resupply-missions-to-the-international-space-station
[3] https://www.globalmilitarycommunications.com/post/northrop-grumman-celebrates-50-years-of-defense-support-program-operations
[3] https://news.northropgrumman.com/news/releases/northrop-grumman-supports-successful-flight-test-for-us-missile-defense-agency
[3] https://www.dice.com/
[3] https://www.satellite-evolution.com/post/northrop-grumman-completes-preliminary-design-review-for-nasa-s-gateway-crew-module
[3] https://www.unmannedsystemstechnology.com/2020/11/fifth-nato-rq-4d-phoenix-uas-delivered/?utm_content=buffer28747&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://twitter.com/NASAExoplanets/status/1306262940383805440
[2] https://news.northropgrumman.com/news/releases/northrop-grumman-delivers-75-000th-tactical-gyroscope
[2] https://www.nasaspaceflight.com/2020/11/northrop-grumman-updates-transfer-element/

Top URLs in Tweet in G4:
[2] http://www.parabolicarc.com/2020/11/11/northrop-grumman-awarded-additional-cargo-resupply-missions-to-the-international-space-station/
[1] https://www.nasaspaceflight.com/2020/11/james-webb-on-track-final-testing/
[1] https://panelpicker.sxsw.com/vote/107027
[1] https://news.northropgrumman.com/news/releases/northrop-grumman-awarded-additional-cargo-resupply-missions-to-the-international-space-station
[1] https://twitter.com/chrisg_nsf/status/1326529277047746560
[1] http://www.parabolicarc.com/2020/11/14/northrop-grumman-rocket-boosters-help-successfully-launch-united-launch-alliances-atlas-v/
[1] https://www.nasa.gov/content/commercial-resupply-media-resources/

Top URLs in Tweet in G5:
[1] https://theintercept.com/2020/04/23/evelyn-farkas-congress-donors/
[1] https://en.wikipedia.org/wiki/Northrop_Grumman_RQ-180

Top URLs in Tweet in G6:
[10] https://www.thedrive.com/the-war-zone/37498/northrop-grummans-plan-to-replace-the-mq-9-reaper-with-stealthy-autonomous-drones
[2] https://theaviationist.com/2020/11/15/boeing-and-northrop-grumman-carry-out-aewc-open-mission-systems-test-flights-with-crj-700-testbed-aircraft/
[1] https://theaviationist.com/?p=73107
[1] https://www.northropgrumman.com/what-we-do/air/b-21-raider/?utm_source=washingtonpost&utm_campaign=b21&utm_medium=native&utm_audience=null&utm_content=reveal-11-12&utm_format=null&utm_code=OTH-13432&src=OTH-13432&dclid=CjgKEAiA17P9BRD4nunN9Z7PyxISJABCePGsMgmz2sRmpnK_1MkdOKJU5r3ybzPznId_PIStuy97yPD_BwE
[1] https://defence-blog.com/news/northrop-grumman-boeing-conducts-flight-tests-to-validate-open-mission-systems-approach.html

Top URLs in Tweet in G7:
[1] https://spaceflightnow.com/2020/11/14/ula-declares-success-on-atlas-5-launch-with-new-solid-rocket-boosters/

Top URLs in Tweet in G8:
[28] https://www.thedrive.com/the-war-zone/37498/northrop-grummans-plan-to-replace-the-mq-9-reaper-with-stealthy-autonomous-drones
[3] https://www.shephardmedia.com/news/digital-battlespace/northrop-grumman-and-boeing-complete-aesa-tests-om/?utm_source=twitter&utm_medium=auto_post&utm_campaign=news_promo
[1] https://www.defense.gov/Newsroom/Contracts/Contract/Article/2423533//#.X7iicEtk59c.twitter
[1] https://www.militaryaerospace.com/computers/article/14187192/teaming-e2d-unmanned

Top URLs in Tweet in G9:
[1] https://theintercept.com/2020/11/14/zoom-censorship-leila-khaled-palestine/

Top URLs in Tweet in G10:
[1] https://www.thedrive.com/the-war-zone/37498/northrop-grummans-plan-to-replace-the-mq-9-reaper-with-stealthy-autonomous-drones

Top Domains
Top Domains in Tweet in Entire Graph:
[165] gocleared.com
[80] constantcontact.com
[50] twitter.com
[50] thedrive.com
[44] northropgrumman.com
[17] defenceaviation.com
[12] youtube.com
[12] theaviationist.com
[12] cgtrader.com
[11] google.com

Top Domains in Tweet in G1:
[1] twitter.com

Top Domains in Tweet in G2:
[80] constantcontact.com
[19] twitter.com
[17] defenceaviation.com
[12] northropgrumman.com
[10] google.com
[10] co.uk
[10] alphadefensenews.com
[9] thedrive.com
[9] seekingalpha.com
[8] localjobs.com

Top Domains in Tweet in G3:
[17] northropgrumman.com
[9] executivegov.com
[6] globalmilitarycommunications.com
[6] satellite-evolution.com
[5] defpost.com
[4] twitter.com
[4] iammarketingmedia.com
[4] dice.com
[3] defensehere.com
[3] unmannedsystemstechnology.com

Top Domains in Tweet in G4:
[3] parabolicarc.com
[1] nasaspaceflight.com
[1] sxsw.com
[1] northropgrumman.com
[1] twitter.com
[1] nasa.gov

Top Domains in Tweet in G5:
[1] theintercept.com
[1] wikipedia.org

Top Domains in Tweet in G6:
[10] thedrive.com
[3] theaviationist.com
[1] northropgrumman.com
[1] defence-blog.com

Top Domains in Tweet in G7:
[1] spaceflightnow.com

Top Domains in Tweet in G8:
[28] thedrive.com
[3] shephardmedia.com
[1] defense.gov
[1] militaryaerospace.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[125] securityclearance
[114] jobs
[113] clearances
[23] northropgrumman
[20] drone
[20] uav
[16] usaf
[16] 3d
[15] grumman
[14] nasawebb



Top Hashtags in Tweet in G2:
[16] drone
[13] uav
[7] usaf
[7] defenceindustry
[5] northropgrumman
[4] aviation
[4] engineering
[4] space
[4] aiaa
[4] member

Top Hashtags in Tweet in G3:
[9] northropgrumman
[7] ai
[7] cygnus
[6] machinelearning
[4] nasa
[3] spacedomain
[3] nationalteam
[3] datascience
[3] nato
[3] newspace

Top Hashtags in Tweet in G4:
[14] nasawebb
[14] sxsw

Top Hashtags in Tweet in G6:
[2] forte10
[2] polish

Top Words
Top Words in Tweet in Entire Graph:
[1482] northrop
[1362] grumman
[656] team
[637] make
[631] hicks
[628] kathleen
[584] henry
[572] pentagon
[565] biden
[547] kissinger

Top Words in Tweet in G1:
[623] hicks
[622] make
[622] team
[622] kathleen
[540] head
[540] biden
[540] transition's
[540] pentagon
[540] henry
[540] kissinger

Top Words in Tweet in G2:
[408] northrop
[390] grumman
[72] 2020
[68] boeing
[51] flight
[46] november
[46] 18
[46] aiaa
[42] principal
[41] manager

Top Words in Tweet in G3:
[92] northrop
[70] northropgrumman
[62] grumman
[23] launch
[23] lockheed
[21] nasa
[21] cargo
[21] more
[21] awarded
[21] artificial

Top Words in Tweet in G4:
[118] nasa
[116] northrop
[112] grumman
[105] webb
[104] telescope
[104] 2021
[103] nasawebb
[95] launch
[93] chrisg_nsf
[90] james

Top Words in Tweet in G5:
[3] missesj3
[2] agortitz
[2] shorty56167141
[2] 2spaceninja15
[2] we_have_risen
[2] peaceanonredux
[2] madaddictsport
[2] trophytruck_q
[2] adrienne711
[2] 4heartandsoul

Top Words in Tweet in G6:
[44] northrop
[34] grumman
[24] boeing
[22] aew
[22] open
[22] mission
[22] systems
[22] crj
[21] carry
[21] test

Top Words in Tweet in G7:
[29] top
[29] secret
[29] cargo
[29] government
[29] spy
[29] satellite
[29] agency
[29] soared
[29] orbit
[29] cape

Top Words in Tweet in G8:
[45] northrop
[29] mq
[29] stealthy
[28] thewarzonewire
[28] grumman's
[28] plan
[28] replace
[28] reaper
[28] autonomous
[28] drones

Top Words in Tweet in G9:
[69] america
[69] northrop
[69] grumman
[65] kgosztola
[45] funded
[45] bank
[45] chevron
[45] lockheed
[45] martin
[44] google

Top Words in Tweet in G10:
[29] northrop
[28] grumman
[27] spirit
[27] stealth
[27] bomber
[27] flies
[27] skies
[27] above
[27] plant
[27] 42

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1357] northrop,grumman
[628] kathleen,hicks
[546] team,kathleen
[546] henry,kissinger
[545] make,head
[545] head,biden
[545] biden,transition's
[545] transition's,pentagon
[545] pentagon,team
[545] hicks,henry

Top Word Pairs in Tweet in G1:
[622] kathleen,hicks
[540] make,head
[540] head,biden
[540] biden,transition's
[540] transition's,pentagon
[540] pentagon,team
[540] team,kathleen
[540] hicks,henry
[540] henry,kissinger
[540] kissinger,chair

Top Word Pairs in Tweet in G2:
[389] northrop,grumman
[40] project,manager
[40] ea,18g
[39] boeing,ea
[39] 18g,growler
[38] november,21
[38] 21,2020
[38] 2020,interstellar
[38] interstellar,flight
[38] flight,environments

Top Word Pairs in Tweet in G3:
[62] northrop,grumman
[21] artificial,intelligence
[21] lockheed,martin
[17] northrop,grumman's
[17] global,artificial
[17] intelligence,military
[17] military,market
[17] market,top
[17] top,manufacturers
[17] manufacturers,lockheed

Top Word Pairs in Tweet in G4:
[112] northrop,grumman
[90] nasawebb,james
[90] james,webb
[90] webb,telescope
[90] telescope,track
[90] track,launch
[90] launch,31
[90] 31,october
[90] october,2021
[90] 2021,northrop

Top Word Pairs in Tweet in G5:
[2] agortitz,missesj3
[2] missesj3,shorty56167141
[2] shorty56167141,2spaceninja15
[2] 2spaceninja15,we_have_risen
[2] we_have_risen,peaceanonredux
[2] peaceanonredux,madaddictsport
[2] madaddictsport,trophytruck_q
[2] northrop,grumman

Top Word Pairs in Tweet in G6:
[34] northrop,grumman
[22] open,mission
[22] mission,systems
[21] boeing,northrop
[21] grumman,carry
[21] carry,aew
[21] aew,open
[21] systems,test
[21] test,flights
[21] flights,crj

Top Word Pairs in Tweet in G7:
[29] top,secret
[29] secret,cargo
[29] cargo,government
[29] government,spy
[29] spy,satellite
[29] satellite,agency
[29] agency,soared
[29] soared,orbit
[29] orbit,cape
[29] cape,canaveral

Top Word Pairs in Tweet in G8:
[28] northrop,grumman's
[28] grumman's,plan
[28] plan,replace
[28] replace,mq
[28] mq,reaper
[28] reaper,stealthy
[28] stealthy,autonomous
[28] autonomous,drones
[27] thewarzonewire,northrop
[17] northrop,grumman

Top Word Pairs in Tweet in G9:
[69] northrop,grumman
[45] bank,america
[45] america,chevron
[45] lockheed,martin
[25] jpmorgan,chase
[24] csis,funded
[24] funded,bank
[24] chevron,northrop
[24] grumman,boeing
[24] boeing,exxon

Top Word Pairs in Tweet in G10:
[28] northrop,grumman
[27] spirit,stealth
[27] stealth,bomber
[27] bomber,flies
[27] flies,skies
[27] skies,above
[27] above,plant
[27] plant,42
[27] 42,palmdale
[27] palmdale,alan

Top Replied-To
Top Replied-To in Entire Graph:
@northropgrumman
@joycewhitevance
@minggao26
@usairforce
@joebiden
@markamesexiled
@realdonaldtrump
@nursesheepie
@agoldmund
@jkswonder

Top Replied-To in G3:
@northropgrumman
@realdonaldtrump
@spacegovuk
@leonard_morey
@update_human
@techspatiales
@randpaul

Top Replied-To in G4:
@spacenews_inc
@dougonipcomm

Top Replied-To in G5:
@agortitz
@steve_q17

Top Replied-To in G6:
@usairforce
@usnavy
@aviation_intel

Top Replied-To in G8:
@thewarzonewire

Top Mentioned
Top Mentioned in Entire Graph:
@benjaminnorton
@chrisg_nsf
@nasawebb
@gocleared
@skepticalvet
@northropgrumman
@kgosztola
@spaceflightnow
@thewarzonewire
@kadonkey

Top Mentioned in G1:
@benjaminnorton
@skepticalvet

Top Mentioned in G2:
@plato_data

Top Mentioned in G3:
@northropgrumman
@nasa
@ngcnews
@chrisg_nsf
@space_station
@nasaspaceflight
@ulalaunch
@natreconofc
@iam__network
@tylerg1998

Top Mentioned in G4:
@nasawebb
@chrisg_nsf
@jeff_foust
@nasaspaceflight
@spacecom
@tylerg1998
@astrokevin_133
@s
@tgmetsfan98
@julia_bergeron

Top Mentioned in G5:
@missesj3
@shorty56167141
@2spaceninja15
@we_have_risen
@peaceanonredux
@madaddictsport
@trophytruck_q
@adrienne711
@4heartandsoul
@federalistno78

Top Mentioned in G6:
@theaviationist
@civmilair
@aviation_intel
@northropgrumman
@usairforce
@nas_sigonella
@boeing
@doctorcop
@48fighterwing
@scan_sky

Top Mentioned in G7:
@spaceflightnow
@echolima01
@launchphoto
@nasaspaceflight
@chrisg_nsf

Top Mentioned in G8:
@thewarzonewire
@hone_hone_bone_
@shephardnews
@combatair

Top Mentioned in G9:
@kgosztola
@benjaminnorton

Top Mentioned in G10:
@kadonkey
@chrisg_nsf
@nasawebb
@thewarzonewire

Top Tweeters
Top Tweeters in Entire Graph:
@rk70534
@libertad717
@matiere
@cybersec_feeds
@moonbootica
@geoffrey_payne
@billm9
@iam__network
@marketcurrents
@johnjoechad

Top Tweeters in G1:
@rk70534
@billm9
@johnjoechad
@juang44
@kimvie
@flugennock
@bernieupstateny
@allan_crawshaw
@christinejameis
@solon594bce

Top Tweeters in G2:
@matiere
@marketcurrents
@seekingalpha
@flashalert_me
@tjobseng
@imax111
@otcdynamics
@shehzadyounis
@pinarakarturk
@orlandosentinel

Top Tweeters in G3:
@libertad717
@iam__network
@jetcitystar
@hubofml
@drferdowsi
@genejm29
@ainewsfeed
@1234hormiga
@trendsinai
@artificialbra1n

Top Tweeters in G4:
@anthropic
@sdreyse
@ciangaia
@jihel93
@smilesimplify
@thereminator101
@rebel44cz
@spacecom
@patrickoyulu
@occupymars2025

Top Tweeters in G5:
@freenaynow
@meemzertrudy
@christinepolon1
@smileygurl56
@mbees39
@almostjingo
@lavenderlives
@hb04920973
@shawnt1973
@rterriers2

Top Tweeters in G6:
@joanisparkles
@mstepczyk
@kimpy123
@panurx1
@pdanunagoro
@treda10
@civmilair
@tomkorocz
@doctorcop
@steffanwatkins

Top Tweeters in G7:
@moonbootica
@famouspixs
@skaterfantasy
@pink1963dsw
@luisevanegas
@beancountry
@brandonsblog
@otfk039
@newsfromspace
@tarquis

Top Tweeters in G8:
@ziyaggy
@tebasaki_s
@360cnn
@paravola
@kanata_zunda
@eikouarucroatia
@otfsx1228
@tristar1011
@kherubim2k
@artkeiter

Top Tweeters in G9:
@shinjihi
@mokomokai
@poodbit499
@mrtallerjerry
@yoshiefuruhashi
@fedupspeakinup
@beverlytwigg
@soimlikeword
@parking_seal
@vviewssonicmair

Top Tweeters in G10:
@mquirozt
@dariosailor86
@lemans917k
@starchild_2001
@ehlers_anthony
@witch_dunk
@raylriv
@raptorman65
@astarte48
@nando98676353