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northrop_2019-09-14_11-59-37.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
September 14, 2019
Short Description:
northrop via NodeXL http://bit.ly/2ZY9jri
@usairforce
@northropgrumman
@govconwire
@alisha_northrop
@trexcent
@jetjunkieslive
@planespotiscool
@is_keelu
@rdr_47
@realwoodskiff2

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

Description:
Description
The graph represents a network of 2,662 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 Saturday, 14 September 2019 at 19:00 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, 3-hour, 18-minute period from Saturday, 31 August 2019 at 00:05 UTC to Wednesday, 11 September 2019 at 03:23 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 : 2662
Unique Edges : 2745
Edges With Duplicates : 911
Total Edges : 3656
Number of Edge Types : 3
Mentions : 1837
Replies to : 391
Tweet : 1428
Self-Loops : 1428
Reciprocated Vertex Pair Ratio : 0.0319148936170213
Reciprocated Edge Ratio : 0.0618556701030928
Connected Components : 1066
Single-Vertex Connected Components : 755
Maximum Vertices in a Connected Component : 174
Maximum Edges in a Connected Component : 392
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.134285
Graph Density : 0.000273872738397043
Modularity : 0.643057
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/
[11] http://www.twittascope.com/?sign=2
[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
[6] https://peing.net/ja/ryo_a10?p=auto
[6] https://www.ebay.com/ulk/itm/283431754165?hash=item41fdd959b5:g:xXkAAOSwAO9ZSTE8

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
[11] http://www.twittascope.com/?sign=2
[5] https://blog.executivebiz.com/2019/09/nasa-northrop-reschedule-icon-spacecraft-launch-to-october/
[4] https://techcrunch.com/2019/08/16/northrop-grumman-to-build-its-omega-rocket-at-nasas-vab-as-first-commercial-tenant/
[4] https://www.superyachtnews.com/business/northrop-johnson-netjets-announce-new-partnership?utm_source=dlvr.it&utm_medium=twitter
[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

Top URLs in Tweet in G2:
[3] https://www.indiewire.com/2019/09/rooney-mara-nightmare-alley-cate-blanchett-carol-reunion-1202170816/
[2] https://twitter.com/alisha_northrop/status/1168212707222392832
[2] https://twitter.com/AceSpur/status/1164395933867622404
[2] https://twitter.com/rumenoodles/status/1169040940759244800
[2] https://twitter.com/kirstenkirsty22/status/1168928712659746817
[1] https://twitter.com/netflixisajoke/status/1168901466335019008
[1] https://twitter.com/indiewire/status/1169289015314567168
[1] https://twitter.com/mckinnonwife/status/1170118575971086337
[1] https://twitter.com/lanaparrilla/status/1171520820012703747
[1] https://twitter.com/itsfedex/status/1170203165687287808

Top URLs in Tweet in G3:
[2] https://www.parkview.com/sports-network/schools/team/team-page?schoolId=24&teamId=79&seasonId=1&game=158
[2] https://www.wfft.com/content/sports/High-School-Boys-Soccer-Leo-outlasts-Northrop-559426421.html
[2] https://twitter.com/timatkinson22/status/1169986406174941184
[2] https://www.instagram.com/p/B2FlSGfgM0z/?igshid=1hzwt9u8q7lbb
[2] https://www.youtube.com/watch?v=eJL3Ab1lQbI&feature=youtu.be

[1] https://www.parkview.com/sports-network/news/sn-news-story?news=451
[1] https://www.nasa.gov/press-release/nasa-invites-media-to-northrop-grumman-s-space-station-launch-from-virginia
[1] https://www.youtube.com/watch?v=qne8916BV4M&feature=youtu.be

[1] https://www.youtube.com/watch?v=4ZIw51oRso0&feature=youtu.be

[1] https://www.youtube.com/watch?v=2yV1nHL-2iA&feature=youtu.be


Top URLs in Tweet in G4:
[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.aerospacemanufacturinganddesign.com/article/northrop-grumman-assembles-nasa-james-webb-telescope/
[2] https://www.govconwire.com/2019/09/northrop-receives-first-navy-bomb-fuze-production-order/
[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.delmarvanow.com/story/news/local/virginia/2019/09/10/next-nasa-wallops-rocket-launch-set-fall-virginia-maryland-cygnus-northrop-grumman-space-station/2273051001/
[1] http://www.nasa.gov/press-release/nasa-invites-media-to-northrop-grumman-s-space-station-launch-from-virginia#.XXb2p_w9Qs4.twitter
[1] http://www.prnewswire.com/news-releases/northrop-grumman-selects-seakr-for-advanced-space-processor-300912179.html?tc=portal_CAP

Top URLs in Tweet in G5:
[4] https://www.aviationphotocompany.com/p934046062/h1C143CBE

Top URLs in Tweet in G6:
[2] https://twitter.com/MarioXTrashX/status/1168515609107271680
[2] https://twitter.com/DashCamTwats/status/1165972522988445696/video/1
[2] https://twitter.com/vminthx/status/1167248435097079808
[2] https://twitter.com/ifeanyii_e/status/1136410562810695680
[1] https://twitter.com/bokamotoespn/status/1170328679119040512
[1] https://twitter.com/jimmybroadbent/status/1170268291455180800
[1] https://twitter.com/torielynn323/status/1170808338210119680
[1] https://twitter.com/vanessacesareo/status/1169307368431030273
[1] https://twitter.com/woodbrothers21/status/1171423083133100032

Top URLs in Tweet in G7:
[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 G8:
[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 G9:
[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 G10:
[6] https://defence-blog.com/news/u-s-navy-awards-contract-to-northrop-grumman-for-new-all-electronic-bomb-fuze.html
[2] https://defence-blog.com/news/u-s-navy-awards-contract-to-northrop-grumman-for-new-all-electronic-bomb-fuze.html?utm_source=dlvr.it&utm_medium=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[487] nasa.gov
[94] twitter.com
[25] northropgrumman.com
[16] youtube.com
[16] spacewatch.global
[15] co.uk
[13] instagram.com
[12] dataprivacycareers.com
[11] twittascope.com
[11] ebay.com

Top Domains in Tweet in G1:
[430] nasa.gov
[16] twitter.com
[11] twittascope.com
[10] instagram.com
[7] superyachtnews.com
[6] linkedin.com
[6] executivebiz.com
[6] focus.de
[5] youtube.com
[5] goodreads.com

Top Domains in Tweet in G2:
[18] twitter.com
[3] indiewire.com
[1] kickfactory.com

Top Domains in Tweet in G3:
[8] youtube.com
[4] twitter.com
[3] parkview.com
[2] wfft.com
[2] instagram.com
[1] nasa.gov
[1] summitcitysports.com

Top Domains in Tweet in G4:
[13] spacewatch.global
[4] northropgrumman.com
[3] govconwire.com
[2] wherewomenwork.com
[2] aerospacemanufacturinganddesign.com
[2] clearancejobs.com
[1] ecentralmetrics.com
[1] delmarvanow.com
[1] nasa.gov
[1] prnewswire.com

Top Domains in Tweet in G5:
[4] aviationphotocompany.com

Top Domains in Tweet in G6:
[13] twitter.com

Top Domains in Tweet in G7:
[1] nasa.gov
[1] earthsky.org

Top Domains in Tweet in G8:
[4] jetphotos.com
[2] flickr.com
[1] twitter.com

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

Top Domains in Tweet in G10:
[8] defence-blog.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[77] usaf
[63] nasa
[31] space
[26] northropgrumman
[22] northrop
[16] spacewatchgl
[14] security
[10] news
[10] uav
[10] aviation



Top Hashtags in Tweet in G1:
[48] nasa
[18] usaf
[15] space
[7] northropgrumman
[7] northrop
[7] security
[6] news
[5] stocks
[5] science
[5] sterling

Top Hashtags in Tweet in G2:
[4] nightmarealley
[2] lgbtwitter
[2] lgbtwiter
[2] sarahpaulson
[2] thedramamoviestar
[2] pcas
[2] ralphsclub
[2] rlcollection
[2] fw2019
[2] nyfw

Top Hashtags in Tweet in G3:
[4] bruinnation
[2] grrrr
[2] aloha
[1] nasa_app
[1] dorian
[1] fox55sports
[1] wordsandaction

Top Hashtags in Tweet in G4:
[16] spacewatchgl
[7] wsbw
[6] northropgrumman
[3] workonwhatmatters
[2] engineer
[2] jobinterview
[2] primeemployerforwomen
[2] webb
[2] nasa
[2] space

Top Hashtags in Tweet in G5:
[2] usaf
[2] palmdale
[1] b21
[1] uav
[1] globalhawk

Top Hashtags in Tweet in G6:
[2] news
[2] memeoftheday
[1] ufc244
[1] nascarthrowback
[1] enpais

Top Hashtags in Tweet in G8:
[48] usaf
[3] lajesab
[1] lajesairbase
[1] ba4
[1] ter
[1] lpla
[1] b2
[1] b2a

Top Hashtags in Tweet in G10:
[1] usaf

Top Words
Top Words in Tweet in Entire Graph:
[1316] Words in Sentiment List#1: Positive
[780] Words in Sentiment List#2: Negative
[48] Words in Sentiment List#3: Angry/Violent
[52983] Non-categorized Words
[55082] Total Words
[2049] northrop
[1207] grumman
[945] nasa
[690] s
[614] space

Top Words in Tweet in G1:
[825] northrop
[821] nasa
[666] grumman
[491] space
[489] s
[471] launch
[462] media
[449] invites
[449] station
[445] virginia

Top Words in Tweet in G2:
[73] alisha_northrop
[32] s
[30] m
[23] t
[20] gay
[18] blanchett
[18] u
[17] look
[17] love
[16] want

Top Words in Tweet in G3:
[187] northrop
[81] varsity
[69] northropsports
[67] football
[65] wayne
[64] final
[62] 25
[61] south
[61] side
[51] 8

Top Words in Tweet in G4:
[34] northrop
[33] northropgrumman
[31] grumman
[22] space
[17] advanced
[17] processor
[16] selects
[16] seakr
[16] #spacewatchgl
[12] spacewatchgl

Top Words in Tweet in G5:
[54] northrop
[37] f
[36] 13
[32] ron_eisele
[30] spirit
[22] tiger
[22] ii
[20] fighter
[19] grumman
[18] navy

Top Words in Tweet in G6:
[10] trans
[7] up
[7] vs
[6] paul
[6] society
[6] out
[5] people
[5] yes
[5] adam22
[5] nick_northrop

Top Words in Tweet in G7:
[34] launch
[29] telescope
[28] james
[28] webb
[28] space
[26] earthskyscience
[20] northrop
[20] grumman
[18] rd
[18] 181

Top Words in Tweet in G8:
[48] #usaf
[48] northrop
[39] currently
[39] airborne
[39] over
[39] persian
[39] gulf
[39] showing
[39] flying
[39] inside

Top Words in Tweet in G9:
[40] northrop
[35] flight
[30] 10
[29] hl
[29] hangar
[29] 4802
[29] nasa's
[29] research
[29] center
[29] edwards

Top Words in Tweet in G10:
[10] northrop
[8] defence_blog
[8] u
[8] s
[8] navy
[8] awards
[8] contract
[8] grumman
[8] new
[8] electronic

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:
[662] 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:
[13] cate,blanchett
[11] anthonypotero,baby_rob_
[9] absorbyourbeans,alisha_northrop
[8] softiedenki,anthonypotero
[8] baby_rob_,absorbyourbeans
[7] don,t
[7] n,countries
[6] want,girlfriend
[5] t,know
[4] follow,chance

Top Word Pairs in Tweet in G3:
[57] varsity,football
[53] northropsports,varsity
[51] south,side
[38] northrop,14
[31] side,8
[31] football,wayne
[31] northrop,36
[31] wayne,25
[27] football,northrop
[26] 14,south

Top Word Pairs in Tweet in G4:
[31] northrop,grumman
[16] grumman,selects
[16] selects,seakr
[16] seakr,advanced
[16] advanced,space
[16] space,processor
[16] processor,#spacewatchgl
[12] spacewatchgl,northrop
[7] kirk,pysher
[7] pysher,ils

Top Word Pairs in Tweet in G5:
[24] northrop,f
[22] tiger,ii
[19] northrop,grumman
[18] navy,northrop
[18] f,5n
[18] 5n,tiger
[18] ii,aircraft
[18] aircraft,attached
[18] attached,fighter
[18] fighter,squadron

Top Word Pairs in Tweet in G6:
[4] yes,yes
[4] society,k
[4] k,trans
[4] don,t
[4] jason,whitlock
[2] people,scared
[2] scared,fight
[2] fight,dillon
[2] dillon,danis
[2] danis,tyron

Top Word Pairs in Tweet in G7:
[28] james,webb
[28] webb,space
[28] space,telescope
[20] northrop,grumman
[18] rd,181
[18] 181,engine
[18] engine,northrop
[18] grumman,antares
[18] antares,launch
[18] launch,vehicle

Top Word Pairs in Tweet in G8:
[39] currently,airborne
[39] airborne,over
[39] over,persian
[39] persian,gulf
[39] gulf,showing
[39] showing,flying
[39] flying,inside
[39] inside,iranian
[39] iranian,airspace
[39] airspace,#usaf

Top Word Pairs in Tweet in G9:
[29] northrop,hl
[29] hl,10
[29] 10,hangar
[29] hangar,4802
[29] 4802,nasa's
[29] nasa's,flight
[29] flight,research
[29] research,center
[29] center,edwards
[29] edwards,afb

Top Word Pairs in Tweet in G10:
[8] u,s
[8] s,navy
[8] navy,awards
[8] awards,contract
[8] contract,northrop
[8] northrop,grumman
[8] grumman,new
[8] new,electronic
[8] electronic,bomb
[8] bomb,fuze

Top Replied-To
Top Replied-To in Entire Graph:
@alisha_northrop
@sora529tomo79
@northrop_xb21
@rxbeliguess
@northropgrumman
@dilaraesengil
@elsbels17
@suzu_216
@dylan_northrop
@nick_northrop

Top Replied-To in G1:
@mrkukla69

Top Replied-To in G2:
@alisha_northrop
@rxbeliguess
@elsbels17
@martinabloomer
@mealsjrose
@millionwordsv
@softiedenki
@allenfrann
@oliviaerinryan
@absorbyourbeans

Top Replied-To in G4:
@northropgrumman
@ng_careers

Top Replied-To in G6:
@nick_northrop
@torielynn323
@osarogoya

Top Replied-To in G10:
@ryankakiuchan
@vinoddx9

Top Mentioned
Top Mentioned in Entire Graph:
@northropsports
@260sports
@trexcent
@ron_eisele
@nasa
@erik_d_reedy
@earthskyscience
@northropgrumman
@a_nice_frog
@alisha_northrop

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

Top Mentioned in G2:
@alisha_northrop
@anthonypotero
@baby_rob_
@absorbyourbeans
@softiedenki
@_girlinred_
@iesbwian
@indiewire
@elizabethsouthh
@lesmisofficial

Top Mentioned in G3:
@northropsports
@260sports
@youtube
@waynehsfootball
@northropbruinfb
@timatkinson22
@zwelklin260
@psm1team
@hurdle_gang_
@zachpiatt13

Top Mentioned in G4:
@northropgrumman
@spacewatchgl
@jeff_foust
@ng_careers
@seakr_eng
@usnavy
@nasa_wallops
@orbitalatk
@scottmorrisonmp
@kpowers01

Top Mentioned in G5:
@ron_eisele
@afhf
@aviationphotoco
@thgphoto
@linceanalista
@valerieinsinna

Top Mentioned in G6:
@adam22
@nascaronnbc
@mattdracing
@dalejr
@xfinityracing
@clintbowyer
@nascar
@tvdaveburns
@dalejarrett
@lfr95

Top Mentioned in G7:
@earthskyscience
@johnkrausphotos

Top Mentioned in G8:
@trexcent
@steffanwatkins

Top Mentioned in G9:
@erik_d_reedy
@urbanspaceman64
@ron_eisele
@dundeespace
@skyrora_ltd
@dundeesat
@jerrysreedy1
@sargalileo

Top Mentioned in G10:
@defence_blog
@aviation_intel
@alert5
@theaviationist
@aircraftspots
@mdrsodsutiya
@i30mki
@200_zoka
@steelem35085377

Top Tweeters
Top Tweeters in Entire Graph:
@americanbanking
@thehugfairy
@vaporware
@alerttrade
@market_screener
@tickerreport
@atthelp
@allthenewsisnow
@cowboyscifibot
@lopezgovlaw

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

Top Tweeters in G2:
@thehugfairy
@adrianxpression
@indiewire
@tomothyholland
@margotrobbve
@dietcis
@galadrielise
@sarahpaulsbean
@drebae_
@tinawargz

Top Tweeters in G3:
@maybel65
@spazianig
@jacylnmargaret
@ygs_jgray
@drewbogs623
@i_be_jd
@jetdriverman
@vontae_lapsley
@ben_phillimore
@petarfox55

Top Tweeters in G4:
@thericharddoyle
@genejm29
@petenajarian
@smilesimplify
@jonnajarian
@jeff_foust
@fiskmann1
@socalobserver
@wherewomenwork
@usnavy

Top Tweeters in G5:
@willou_du80
@theghostrider31
@botijolozano
@jacky8844
@dariosailor86
@ron_eisele
@vladivlad777
@westseattleelms
@aerospace1978
@sigrale

Top Tweeters in G6:
@nascar
@zmullis
@adam22
@nascaronnbc
@frrecklles
@danawhite
@barstoolsports
@ebuddr
@mmahistorytoday
@byytoro

Top Tweeters in G7:
@homegypsy
@radlein
@rnitsch
@cshislop
@abuali34855393
@biogirl09
@sbisson
@crazyc_cc
@moncho33
@qhardy

Top Tweeters in G8:
@ludmila1348
@s_total_s2
@duganjames
@clarinetwoman2
@pduggiraala
@liotier
@steffanwatkins
@parkerrm39
@teapartytrumper
@a4b4

Top Tweeters in G9:
@fredkiesche
@hl10pm
@botanninnko0209
@namo804
@fukudakogyo
@k_mihoto
@cinefuk
@survivor_johns
@foca_snark
@nyrath

Top Tweeters in G10:
@libertad717
@adnanserpen
@nagpurkarajini
@putindagreat1
@awakealert
@qudrone1
@russ_warrior
@aryanwarlord
@rad_mile
@jiks


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