northrop grumman, Twitter, 9/14/2019 11:22:40 PM, 209729


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northrop grumman_2019-09-14_16-16-37.xlsx
northrop grumman_2019-09-14_16-16-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 14, 2019
Short Description:
northrop grumman via NodeXL http://bit.ly/304BZie
@northropgrumman
@trexcent
@earthskyscience
@johnkrausphotos
@genejm29
@carterescudero
@nasa
@a_nice_frog
@thericharddoyle
@jeff_foust

Top hashtags:
#usaf
#nasa
#space
#northropgrumman
#spacewatchgl
#security

Description:
Description
The graph represents a network of 1,432 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 Saturday, 14 September 2019 at 23:17 UTC.

The requested start date was Saturday, 14 September 2019 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 11-day, 2-hour, 35-minute period from Saturday, 31 August 2019 at 00:35 UTC to Wednesday, 11 September 2019 at 03:10 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 : 1432
Unique Edges : 1370
Edges With Duplicates : 250
Total Edges : 1620
Number of Edge Types : 3
Mentions : 703
Replies to : 100
Tweet : 817
Self-Loops : 817
Reciprocated Vertex Pair Ratio : 0.00801068090787717
Reciprocated Edge Ratio : 0.0158940397350993
Connected Components : 785
Single-Vertex Connected Components : 623
Maximum Vertices in a Connected Component : 51
Maximum Edges in a Connected Component : 83
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.112685
Graph Density : 0.000368437901377714
Modularity : 0.637841
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[452] http://www.nasa.gov/press-release/nasa-invites-media-to-northrop-grumman-s-space-station-launch-from-virginia
[16] https://www.nasa.gov/press-release/nasa-invites-media-to-northrop-grumman-s-space-station-launch-from-virginia
[16] https://spacewatch.global/2019/09/northrop-grumman-selects-seakr-for-advanced-space-processor/
[9] https://intelligencecommunitynews.com/northrop-grumman-launches-ai-machine-learning-consortium/
[8] https://twitter.com/NASA/status/1171094416892858368
[8] https://angularjobs.com/job/node-js-react-js-and-angular-js-openings-with-northrop-grumman/
[7] https://defence-blog.com/news/u-s-navy-awards-contract-to-northrop-grumman-for-new-all-electronic-bomb-fuze.html
[5] https://www.gloucestershirelive.co.uk/news/cheltenham-news/usaf-northrop-grumman-b-2-3286153
[5] https://now.northropgrumman.com/making-rain-science-weather-manipulation/
[4] https://techcrunch.com/2019/08/16/northrop-grumman-to-build-its-omega-rocket-at-nasas-vab-as-first-commercial-tenant/

Top URLs in Tweet in G1:
[406] http://www.nasa.gov/press-release/nasa-invites-media-to-northrop-grumman-s-space-station-launch-from-virginia
[13] https://www.nasa.gov/press-release/nasa-invites-media-to-northrop-grumman-s-space-station-launch-from-virginia
[4] https://techcrunch.com/2019/08/16/northrop-grumman-to-build-its-omega-rocket-at-nasas-vab-as-first-commercial-tenant/
[3] https://angularjobs.com/job/node-js-react-js-and-angular-js-openings-with-northrop-grumman/
[3] http://www.nasa.gov/press-release/nasa-invites-media-to-northrop-grumman-s-space-station-launch-from-virginia?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.nasa.gov/press-release/nasa-invites-media-to-northrop-grumman-s-space-station-launch-from-virginia/
[2] https://www.modernreaders.com/?p=2292055
[2] https://chaffeybreeze.com/?p=2670570
[2] https://www.gloucestershirelive.co.uk/news/cheltenham-news/usaf-northrop-grumman-b-2-3286153
[2] http://www.defenseworld.net/news/25412

Top URLs in Tweet in G2:
[3] https://www.jetphotos.com/photo/9294106
[2] https://www.flickr.com/photo.gne?short=2h74aFR
[1] https://twitter.com/ryankakiuchan/status/1171375142473101312
[1] https://www.jetphotos.com/photo/6628750

Top URLs in Tweet in G3:
[13] https://spacewatch.global/2019/09/northrop-grumman-selects-seakr-for-advanced-space-processor/
[2] https://www.wherewomenwork.com/Career/1998/Northrop-Grumman-career-interview-tips
[2] https://www.clearancejobs.com/profiles/60035/northrop-grumman-jobs
[1] http://www.ecentralmetrics.com/url/?u=331712857979-234&r=http://www.northropgrumman.com/Careers/Life-At-Northrop-Grumman/Pages/space-systems-engineer-brooke-owens-fellowship-program.aspx?utm_campaign=CO_AlwaysOn&utm_medium=ppc&utm_source=Twitter&utm_content=
[1] https://news.northropgrumman.com/news/releases/northrop-grumman-fully-assembles-nasas-james-webb-space-telescope
[1] https://www.aerospacemanufacturinganddesign.com/article/northrop-grumman-assembles-nasa-james-webb-telescope/
[1] http://www.prnewswire.com/news-releases/northrop-grumman-selects-seakr-for-advanced-space-processor-300912179.html?tc=portal_CAP
[1] https://www.indiastrategic.in/2019/09/06/northrop-grumman-to-manufacture-new-all-electronic-bomb-fuze/
[1] https://www.satellitetoday.com/launch/2019/09/05/northrop-grumman-uses-seakr-space-processor/?utm_campaign=coschedule&utm_source=twitter&utm_medium=Via_Satellite&utm_content=Northrop
[1] Grumman

Top URLs in Tweet in G4:
[23] http://www.nasa.gov/press-release/nasa-invites-media-to-northrop-grumman-s-space-station-launch-from-virginia
[3] http://www.nasa.gov/image-feature/northrop-grummans-11th-cargo-launch-prepares-to-launch-to-station
[2] https://www.nasa.gov/press-release/nasa-invites-media-to-northrop-grumman-s-space-station-launch-from-virginia
[2] http://www.nasa.gov/image-feature/northrop-grumman-engineers-load-final-cargo-for-cygnus-launch

Top URLs in Tweet in G5:
[1] https://www.nasa.gov/feature/goddard/2019/nasa-s-james-webb-space-telescope-has-been-assembled-for-the-first-time
[1] https://earthsky.org/space/james-webb-space-telescope-study-atmospheres-trappist-1-exoplanets

Top URLs in Tweet in G10:
[2] https://www.washingtonpost.com/technology/2019/06/21/hacked-documents-reveal-sensitive-details-expanding-border-surveillance/?noredirect=on
[1] https://www.opensecrets.org/members-of-congress/contributors?cid=N00001024&cycle=2020&type=I

Top Domains
Top Domains in Tweet in Entire Graph:
[487] nasa.gov
[25] northropgrumman.com
[20] twitter.com
[16] spacewatch.global
[12] co.uk
[12] dataprivacycareers.com
[11] youtube.com
[10] defence-blog.com
[9] intelligencecommunitynews.com
[8] angularjobs.com

Top Domains in Tweet in G1:
[430] nasa.gov
[6] focus.de
[5] bizjournals.com
[5] jobviewtrack.com
[4] feedburner.com
[4] theenterpriseleader.com
[4] techcrunch.com
[4] northropgrumman.com
[4] youtube.com
[4] careerarc.com

Top Domains in Tweet in G2:
[4] jetphotos.com
[2] flickr.com
[1] twitter.com

Top Domains in Tweet in G3:
[13] spacewatch.global
[4] northropgrumman.com
[2] wherewomenwork.com
[2] clearancejobs.com
[1] ecentralmetrics.com
[1] aerospacemanufacturinganddesign.com
[1] prnewswire.com
[1] indiastrategic.in
[1] satellitetoday.com
[1] propublica.org

Top Domains in Tweet in G4:
[30] nasa.gov

Top Domains in Tweet in G5:
[1] nasa.gov
[1] earthsky.org

Top Domains in Tweet in G10:
[2] washingtonpost.com
[1] opensecrets.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[75] usaf
[61] nasa
[31] space
[25] northropgrumman
[16] spacewatchgl
[14] security
[10] northrop
[10] uav
[9] science
[9] privacy



Top Hashtags in Tweet in G1:
[46] nasa
[17] usaf
[15] space
[7] northropgrumman
[7] security
[6] news
[5] stocks
[5] science
[5] sterling
[4] breaking

Top Hashtags in Tweet in G2:
[49] usaf
[5] uav
[4] surveillance
[3] lajesab
[3] california
[3] uavgh000
[3] ae54b5
[3] reg102043
[3] drone
[3] reconnaissance

Top Hashtags in Tweet in G3:
[16] spacewatchgl
[5] northropgrumman
[3] workonwhatmatters
[2] engineer
[2] jobinterview
[2] primeemployerforwomen
[2] webb
[2] space
[2] utah
[2] firebird

Top Hashtags in Tweet in G4:
[5] space
[3] science
[3] nasa
[2] breaking
[1] scichat
[1] aerospace
[1] stem
[1] spacenews
[1] news
[1] spacewalker

Top Hashtags in Tweet in G7:
[7] militaryindustrialcomplex
[1] tulsi2020

Top Hashtags in Tweet in G8:
[2] usaf
[2] palmdale
[1] b21
[1] uav
[1] globalhawk

Top Words
Top Words in Tweet in Entire Graph:
[521] Words in Sentiment List#1: Positive
[212] Words in Sentiment List#2: Negative
[34] Words in Sentiment List#3: Angry/Violent
[26795] Non-categorized Words
[27528] Total Words
[1278] northrop
[1207] grumman
[940] nasa
[612] space
[596] launch

Top Words in Tweet in G1:
[816] nasa
[677] northrop
[667] grumman
[491] space
[482] s
[466] launch
[461] media
[449] invites
[449] station
[445] virginia

Top Words in Tweet in G2:
[56] northrop
[49] #usaf
[43] over
[40] currently
[40] airborne
[40] persian
[40] gulf
[40] showing
[40] flying
[40] inside

Top Words in Tweet in G3:
[24] northropgrumman
[24] northrop
[24] grumman
[20] space
[17] advanced
[17] processor
[16] selects
[16] seakr
[16] #spacewatchgl
[12] spacewatchgl

Top Words in Tweet in G4:
[54] nasa
[32] launch
[29] northrop
[27] station
[26] grumman
[24] invites
[24] media
[24] s
[24] space
[24] virginia

Top Words in Tweet in G5:
[28] telescope
[27] james
[27] webb
[27] space
[25] earthskyscience
[15] due
[15] launch
[15] 2021
[15] new
[15] study

Top Words in Tweet in G6:
[24] new
[24] visual
[24] novel
[24] coming
[24] steam
[24] cant
[24] believe
[24] northrop
[24] grumman
[24] sitting

Top Words in Tweet in G7:
[33] 2
[16] 3b
[12] companies
[10] northrop
[10] grumman
[10] war
[9] t
[9] take
[9] lockheed
[9] martin

Top Words in Tweet in G8:
[32] spirit
[18] northrop
[18] grumman
[16] b
[16] 2
[16] stealth
[16] bomber
[16] av
[16] 21
[16] 93

Top Words in Tweet in G9:
[19] launch
[18] rd
[18] 181
[18] engine
[18] northrop
[18] grumman
[18] antares
[18] vehicle
[17] johnkrausphotos

Top Words in Tweet in G10:
[14] nitalowey
[11] top
[11] pac
[11] donors
[11] cycle
[11] contracts
[10] meredithwisner
[10] help
[10] notice
[10] three

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1197] northrop,grumman
[524] grumman,s
[510] space,station
[507] invites,media
[507] station,launch
[506] media,northrop
[503] nasa,invites
[502] s,space
[501] launch,virginia
[381] virginia,nasa

Top Word Pairs in Tweet in G1:
[663] northrop,grumman
[462] grumman,s
[449] space,station
[448] invites,media
[448] media,northrop
[448] station,launch
[447] s,space
[445] nasa,invites
[444] launch,virginia
[344] virginia,nasa

Top Word Pairs in Tweet in G2:
[40] currently,airborne
[40] airborne,over
[40] over,persian
[40] persian,gulf
[40] gulf,showing
[40] showing,flying
[40] flying,inside
[40] inside,iranian
[40] iranian,airspace
[40] airspace,#usaf

Top Word Pairs in Tweet in G3:
[24] northrop,grumman
[16] grumman,selects
[16] selects,seakr
[16] seakr,advanced
[16] advanced,space
[16] space,processor
[16] processor,#spacewatchgl
[12] spacewatchgl,northrop
[4] #spacewatchgl,seakr_eng
[4] seakr_eng,northropgrumman

Top Word Pairs in Tweet in G4:
[26] northrop,grumman
[24] nasa,invites
[24] invites,media
[24] media,northrop
[24] grumman,s
[24] s,space
[24] space,station
[24] station,launch
[24] launch,virginia
[22] virginia,nasa

Top Word Pairs in Tweet in G5:
[27] james,webb
[27] webb,space
[27] space,telescope
[15] telescope,due
[15] due,launch
[15] launch,2021
[15] 2021,new
[15] new,study
[15] study,it'll
[15] it'll,powerful

Top Word Pairs in Tweet in G6:
[24] new,visual
[24] visual,novel
[24] novel,coming
[24] coming,steam
[24] steam,cant
[24] cant,believe
[24] believe,northrop
[24] northrop,grumman
[24] grumman,sitting
[24] sitting,next

Top Word Pairs in Tweet in G7:
[10] northrop,grumman
[9] lockheed,martin
[9] martin,2
[9] 2,7b
[9] 7b,boeing
[9] boeing,4b
[9] 4b,bae
[8] companies,profiting
[8] bae,systems
[8] systems,2

Top Word Pairs in Tweet in G8:
[18] northrop,grumman
[16] grumman,b
[16] b,2
[16] 2,spirit
[16] spirit,stealth
[16] stealth,bomber
[16] bomber,av
[16] av,21
[16] 21,93
[16] 93,1088

Top Word Pairs in Tweet in G9:
[18] rd,181
[18] 181,engine
[18] engine,northrop
[18] northrop,grumman
[18] grumman,antares
[18] antares,launch
[18] launch,vehicle
[17] johnkrausphotos,rd

Top Word Pairs in Tweet in G10:
[11] pac,donors
[11] donors,cycle
[10] meredithwisner,nitalowey
[10] nitalowey,help
[10] help,notice
[10] notice,top
[10] top,three
[10] three,pac
[10] cycle,defense
[10] defense,business

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@trexcent
@nasa
@earthskyscience
@a_nice_frog
@northropgrumman
@johnkrausphotos
@ron_eisele
@navyvolleyball
@dataprivacyfeed

Top Mentioned in G1:
@defpostmedia
@farmerdividend
@34northdrones
@orlandoballeza
@truckerfrom
@21stscience

Top Mentioned in G2:
@trexcent
@steffanwatkins
@is_keelu

Top Mentioned in G3:
@northropgrumman
@spacewatchgl
@ng_careers
@seakr_eng
@orbitalatk
@scottmorrisonmp
@jlebenthal
@jonnajarian
@petenajarian
@terranovajoe

Top Mentioned in G4:
@nasa
@ederhater

Top Mentioned in G5:
@earthskyscience

Top Mentioned in G6:
@a_nice_frog

Top Mentioned in G7:
@jomym
@becca2400
@joebiden
@rokhanna
@lovetulsi2020
@petebuttigieg
@mike___weaver
@realdonaldtrump
@ericdarnes
@the_benread

Top Mentioned in G8:
@ron_eisele
@linceanalista
@valerieinsinna

Top Mentioned in G9:
@johnkrausphotos
@earthskyscience

Top Mentioned in G10:
@nitalowey
@meredithwisner
@repjoseserrano
@nydailynews

Top Tweeters
Top Tweeters in Entire Graph:
@americanbanking
@vaporware
@alerttrade
@market_screener
@tickerreport
@allthenewsisnow
@cowboyscifibot
@lopezgovlaw
@berserk_news
@watchlistn

Top Tweeters in G1:
@americanbanking
@vaporware
@alerttrade
@market_screener
@tickerreport
@allthenewsisnow
@berserk_news
@watchlistn
@koltovskoyyakov
@intercooleronli

Top Tweeters in G2:
@ludmila1348
@s_total_s2
@duganjames
@planespotiscool
@clarinetwoman2
@pduggiraala
@liotier
@steffanwatkins
@parkerrm39
@teapartytrumper

Top Tweeters in G3:
@thericharddoyle
@petenajarian
@jonnajarian
@fiskmann1
@wherewomenwork
@usnavy
@clearancejobs
@cdcgov
@via_satellite
@raytheon

Top Tweeters in G4:
@rhcm123
@nadeemansary
@nitestar
@castellani
@nasa
@roxyielle
@shuttle_mike
@ravimikkelsen
@broadbandito
@emshore

Top Tweeters in G5:
@homegypsy
@rnitsch
@cshislop
@abuali34855393
@crazyc_cc
@robiethecat42
@jehoyle1971
@lstn2urmama
@beccaz
@ynieba

Top Tweeters in G6:
@zerglinator
@rinshankouhai
@hoennzollern
@frendazoned
@edelgardhrsvlgr
@edgyallie
@xepheraux
@kessherrakh
@a_nice_frog
@possumskull

Top Tweeters in G7:
@truthglow
@thehill
@realdonaldtrump
@ryangrim
@jcstaton1
@ericdarnes
@nra
@becca2400
@jevryday84
@rokhanna

Top Tweeters in G8:
@willou_du80
@theghostrider31
@ron_eisele
@grunherzjager
@seiryu6198
@dordevica
@pabloggpriegue
@aspibhathena
@oc_stoner
@valerieinsinna

Top Tweeters in G9:
@radlein
@biogirl09
@sbisson
@moncho33
@qhardy
@roleta__russa
@awildlupidragon
@deenasarker
@carterescudero
@kunalbht

Top Tweeters in G10:
@tates5a
@nydailynews
@vv4change
@juliegoldberg
@michigandeb1
@nordygirl39
@indivrivertowns
@oldnorthender
@19cek
@repjoseserrano