northrop grumman, Twitter, 11/29/2022 6:17:38 AM, 285092


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northrop grumman_2022-11-28_21-30-00.xlsx
northrop grumman_2022-11-28_21-30-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 29, 2022
Short Description:
northrop grumman via NodeXL https://bit.ly/3U9El7G
@krangtnelson
@kadonkey
@200_zoka
@space_osint
@mil_std
@intelepoch
@northropgrumman
@vodk_anon
@s_total_s2
@hornypolice119

Top hashtags:
#jobs
#hiring
#python
#opportunity
#simulation
#jobsearch
#careers
#aesa
#ad

Description:
Description
The graph represents a network of 3,487 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, 29 November 2022 at 05:35 UTC.

The requested start date was Tuesday, 29 November 2022 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, 5-minute period from Tuesday, 15 November 2022 at 01:07 UTC to Monday, 28 November 2022 at 23:12 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 : 3487
Unique Edges : 959
Edges With Duplicates : 5875
Total Edges : 6834
Number of Edge Types : 5
Retweet : 2677
MentionsInRetweet : 2836
Replies to : 254
Mentions : 269
Tweet : 798
Self-Loops : 808
Reciprocated Vertex Pair Ratio : 0.00158780565258812
Reciprocated Edge Ratio : 0.00317057704502219
Connected Components : 557
Single-Vertex Connected Components : 285
Maximum Vertices in a Connected Component : 1038
Maximum Edges in a Connected Component : 2343
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.278743
Graph Density : 0.000259467136438745
Modularity : 0.465616
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,487 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, 29 November 2022 at 05:35 UTC.

The requested start date was Tuesday, 29 November 2022 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, 5-minute period from Tuesday, 15 November 2022 at 01:07 UTC to Monday, 28 November 2022 at 23:12 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:
[60] https://www.edrmagazine.eu/northrop-grumman-new-life-to-the-m230lf
[19] https://aviationweek.com/defense-space/aircraft-propulsion/northrop-grumman-b-21-unveiling-may-answer-lingering-mysteries
[16] https://www.cryptohopper.com/?atid=25276
[11] https://soldiersystems.net/2022/11/15/mww-22-northrop-grumman-hatchet/
[8] https://click.appcast.io/track/eropskk?cs=k6e&exch=39&jg=4ntn&bid=q4vrqYs61qv7kasNeA5Aeg==&ob=cTqhzGJCAPwQY2_UOfrhsQ==&cat=r2&sar_id=7mj9oia&jpos=68&utm_source=DataScienceJobsFeed&utm_medium=social_feeds&utm_campaign=Twitter
[7] https://news.northropgrumman.com/news/releases/northrop-grumman-to-build-multi-level-space-mesh-networking-prototype-to-enable-dods-vision-for-connected-battlespace
[7] https://www.defensedaily.com/raytheon-and-northrop-grumman-win-mods-to-continue-refining-hypersonic-defense-concepts/missile-defense/
[6] https://click.appcast.io/track/bnz3gl4?cs=k6e&exch=39&jg=4ntk&bid=q4vrqYs61qv7kasNeA5Aeg==&ob=cTqhzGJCAPwQY2_UOfrhsQ==&cat=gs&sar_id=7uezr9q&jpos=3&utm_source=CybersecJobs&utm_medium=social_feeds&utm_campaign=Twitter
[5] https://click.appcast.io/track/fkg1vth?cs=k6e&exch=39&jg=4ntn&bid=q4vrqYs61qv7kasNeA5Aeg==&ob=cTqhzGJCAPwQY2_UOfrhsQ==&cat=wl&sar_id=7lb3pte&jpos=33&utm_source=PythonJobsFeed&utm_medium=social_feeds&utm_campaign=Twitter
[5] https://gagadget.com/en/weapons/187130-northrop-grumman-has-successfully-completed-a-key-test-of-the-ibcs-missile-defense-system-it-successfully-interce/

Top URLs in Tweet in G2:
[4] https://gagadget.com/en/weapons/187130-northrop-grumman-has-successfully-completed-a-key-test-of-the-ibcs-missile-defense-system-it-successfully-interce/
[3] https://www.stocktitan.net/news/NOC/arvind-krishna-joins-northrop-grumman-board-of-hi81htakabzd.html
[3] https://www.ebay.com/itm/224490865390?mkcid=1&mkrid=711-53200-19255-0&siteid=0&campid=5338910785&customid=&toolid=10001&mkevt=1
[3] https://www.uasvision.com/2022/11/25/northrop-grummans-c-uas-system-completes-live-fire-tests-in-yuma-for-us-army/
[2] http://crweworld.com/article/news-provided-by-globenewswire/2561418/northrop-grumman-boosts-successful-artemis-i-launch-with-worlds-largest-and-most-powerful-rocket-boosters
[2] https://finance.yahoo.com/news/global-market-unmanned-ground-vehicles-093300946.html
[2] https://www.stocktitan.net/news/NOC/northrop-grumman-boosts-successful-artemis-i-launch-with-world-s-z7xl9pe8w4u5.html
[2] https://www.stocktitan.net/news/NOC/northrop-grumman-board-declares-quarterly-y67ufvvhp44o.html
[2] https://aktien-mag.de/blog/hot-news/northrop-grumman-profitiert-von-einem-umdenken-in-der-verteidigungspolitik/p-86647
[2] https://washingtontechnology.com/opinion/2022/11/ibm-ceo-joins-northrop-grummans-board/379862/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G7:
[4] https://helihub.com/2022/11/24/northrop-grumman-to-enhance-uh-60v-capabilities/
[2] https://brand-studio.fortune.com/northrop-grumman/why-STEM-education-needs-to-cultivate-opportunities-for-underrepresented-students/?prx_t=aO8HAAAAAAoPEQA
[1] https://www.airforcemag.com/second-b-21-under-construction-as-bomber-moves-toward-first-flight/
[1] https://twitter.com/DepSecDef/status/1512155142430212120
[1] https://www.nasa.gov/feature/goddard/2022/nasa-s-swift-tracks-potential-magnetic-flip-of-monster-black-hole?utm_source=Twitter&utm_medium=Image&utm_content=Neil+Gehrels+Swift+Observatory+Launch+Anniversary&utm_campaign=Neil+Gehrels+Swift+Observatory+Launch+Anniversary&Code=SNS-13493
[1] https://youtu.be/7eSn9_v9Q_8?utm_source=Twitter&utm_medium=Image&utm_content=JPSS-2+Launch+Announcement&utm_campaign=JPSS-2+Launch+Announcement&Code=SNS-13493
[1] https://www.defensenews.com/air/2022/08/29/northrop-weighs-new-capabilities-for-b-2-after-successful-test/
[1] https://www.defenseadvancement.com/news/northrop-grumman-explores-capabilities-to-keep-uh-60v-digital-cockpit-relevant/?utm_content=buffer9d39c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.northropgrumman.com/careers/veterans-transitioning-to-civilian-careers-job-search-and-networking-strategies/
[1] https://news.northropgrumman.com/news/releases/northrop-grumman-built-noaa-satellite-launches-to-enhance-weather-and-climate-data-tracking

Top URLs in Tweet in G8:
[10] https://soldiersystems.net/2022/11/15/mww-22-northrop-grumman-hatchet/
[9] https://aviationweek.com/defense-space/aircraft-propulsion/northrop-grumman-b-21-unveiling-may-answer-lingering-mysteries
[2] https://twitter.com/Osinttechnical/status/1593250161886887936
[1] https://twitter.com/MIL_STD/status/1473298122264752135
[1] https://news.northropgrumman.com/news/releases/northrop-grumman-announces-new-missile-integration-facility#.YsbSqWGOp0g.twitter
[1] https://twitter.com/MIL_STD/status/1569834074591875072

Top URLs in Tweet in G9:
[1] https://twitter.com/yahoosports/status/1596247456534011905

Top URLs in Tweet in G10:
[60] https://www.edrmagazine.eu/northrop-grumman-new-life-to-the-m230lf

Top Domains
Top Domains in Tweet in Entire Graph:
[217] appcast.io
[60] edrmagazine.eu
[43] twitter.com
[33] frontend.la
[27] northropgrumman.com
[19] aviationweek.com
[17] energyjobsusa.com
[16] cryptohopper.com
[13] soldiersystems.net
[11] youtube.com

Top Domains in Tweet in G2:
[16] twitter.com
[9] gagadget.com
[9] jobninja.com
[8] youtube.com
[8] northropgrumman.com
[8] zobjobs.com
[8] linkewire.com
[7] stocktitan.net
[6] google.com
[4] militaryaerospace.com

Top Domains in Tweet in G7:
[5] nasa.gov
[4] northropgrumman.com
[4] helihub.com
[2] twitter.com
[2] fortune.com
[1] airforcemag.com
[1] youtu.be
[1] defensenews.com
[1] defenseadvancement.com
[1] defenceindustrynews.com

Top Domains in Tweet in G8:
[10] soldiersystems.net
[9] aviationweek.com
[4] twitter.com
[1] northropgrumman.com

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

Top Domains in Tweet in G10:
[60] edrmagazine.eu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[88] jobs
[85] hiring
[85] python
[47] opportunity
[41] simulation
[35] jobsearch
[34] careers
[33] aesa
[28] ad
[25] cpp



Top Hashtags in Tweet in G2:
[11] northropgrumman
[11] jobs
[8] freiburgimbreisgau
[8] jobsinfreiburgimbreisgau
[6] systemsengineer
[5] poland
[4] military
[4] commercialmanagement
[4] commercialjobs
[3] northrop

Top Hashtags in Tweet in G3:
[2] otd
[1] vietnamwar
[1] avgeeks
[1] aviation
[1] usnavy

Top Hashtags in Tweet in G7:
[16] artemis
[12] onthisday
[6] ng18
[5] crs18
[3] defense
[2] stealth
[2] happyhalloween
[2] engineering
[2] cygnus
[2] usindiapartnership

Top Hashtags in Tweet in G8:
[33] aesa
[17] aargm
[4] siaw
[1] kurfs
[1] shorad

Top Words
Top Words in Tweet in Entire Graph:
[3549] northrop
[2464] grumman
[873] christmas
[849] lot
[845] beergarden
[845] parking
[845] themed
[842] krangtnelson
[824] hookah
[818] meet

Top Words in Tweet in G1:
[845] northrop
[844] christmas
[841] lot
[841] parking
[841] themed
[841] beergarden
[839] krangtnelson
[814] hookah
[811] friend
[811] meet

Top Words in Tweet in G2:
[362] northrop
[343] grumman
[59] noc
[38] lockheed
[34] martin
[31] corporation
[28] board
[27] system
[27] rq
[27] systems

Top Words in Tweet in G3:
[290] grumman
[290] northrop
[270] kadonkey
[192] fighter
[192] squadron
[176] 2a
[176] plew
[176] matthew
[176] tsgt
[97] navy

Top Words in Tweet in G4:
[215] lockheed
[215] northrop
[215] raytheon
[214] same
[214] sharp
[214] time
[214] around
[214] bump
[214] davenewworld_2
[214] eastern

Top Words in Tweet in G5:
[121] crimea
[120] rq
[120] hawk
[120] always
[120] 4b
[120] grumman
[120] global
[120] accompanied
[120] attack
[120] northrop

Top Words in Tweet in G6:
[124] grumman
[124] rq
[124] hawk
[124] northrop
[124] global
[93] altitude
[93] reconnaissance
[92] high
[92] azgeopolitics
[92] piloted

Top Words in Tweet in G7:
[75] northrop
[70] grumman
[39] northropgrumman
[33] rocket
[32] cargo
[31] more
[26] mission
[24] launch
[24] observatory
[21] nov

Top Words in Tweet in G8:
[118] grumman
[118] northrop
[80] mil_std
[47] ago
[37] developed
[35] over
[34] mission
[34] radar
[33] decade
[33] production

Top Words in Tweet in G9:
[62] northrop
[60] rq4
[60] soccer
[60] hawk
[60] theres
[60] grumman
[60] global
[60] cant
[60] rules
[60] play

Top Words in Tweet in G10:
[63] grumman
[63] northrop
[61] round
[61] developed
[60] life
[60] radio
[60] airburst
[60] m230lf
[60] fitted
[59] frequen

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2344] northrop,grumman
[845] parking,lot
[845] christmas,themed
[818] themed,hookah
[818] lot,northrop
[816] beergarden,parking
[816] hookah,beergarden
[814] asked,meet
[814] bar,christmas
[814] friend,asked

Top Word Pairs in Tweet in G1:
[841] christmas,themed
[841] parking,lot
[814] lot,northrop
[814] themed,hookah
[812] beergarden,parking
[812] hookah,beergarden
[811] friend,asked
[811] asked,meet
[811] meet,bar
[811] bar,christmas

Top Word Pairs in Tweet in G2:
[341] northrop,grumman
[33] lockheed,martin
[24] grumman,rq
[21] grumman,board
[21] grumman,corporation
[17] joins,northrop
[17] noc,northrop
[17] global,hawk
[16] board,directors
[15] rq,global

Top Word Pairs in Tweet in G3:
[194] northrop,grumman
[192] fighter,squadron
[176] 2a,tsgt
[176] matthew,plew
[176] grumman,2a
[176] tsgt,matthew
[175] kadonkey,northrop
[97] squadron,vf
[96] tomcat,fighter
[96] talon,fighter

Top Word Pairs in Tweet in G4:
[214] around,20pm
[214] lockheed,northrop
[214] bump,same
[214] saw,sharp
[214] sharp,bump
[214] northrop,grumman's
[214] raytheon,lockheed
[214] grumman's,stocks
[214] stocks,saw
[214] 20pm,eastern

Top Word Pairs in Tweet in G5:
[120] american,northrop
[120] grumman,rq
[120] crimea,always
[120] northrop,grumman
[120] attack,crimea
[120] hawk,integrated
[120] attempts,attack
[120] accompanied,american
[120] rq,4b
[120] global,hawk

Top Word Pairs in Tweet in G6:
[124] global,hawk
[124] northrop,grumman
[124] grumman,rq
[117] rq,global
[92] reconnaissance,aircraft
[92] aircraft,spotted
[92] azgeopolitics,northrop
[92] hawk,high
[92] high,altitude
[92] remotely,piloted

Top Word Pairs in Tweet in G7:
[70] northrop,grumman
[21] learn,more
[16] solid,rocket
[16] antares,rocket
[15] cygnus,spacecraft
[14] mission,learn
[14] heads,space
[14] launch,first
[14] nasa_sls,#artemis
[14] twin,solid

Top Word Pairs in Tweet in G8:
[114] northrop,grumman
[72] mil_std,northrop
[34] radar,developed
[33] hammr,interesting
[33] highly,adaptable
[33] multi,mission
[33] decade,ago
[33] over,decade
[33] grumman,highly
[33] ago,hammr

Top Word Pairs in Tweet in G9:
[60] northrop,grumman
[60] cant,play
[60] rq4,global
[60] nothing,rules
[60] rules,northrop
[60] hawk,drone
[60] grumman,rq4
[60] global,hawk
[60] theres,nothing
[60] drone,cant

Top Word Pairs in Tweet in G10:
[63] northrop,grumman
[60] grumman,life
[60] fitted,radio
[60] developed,airburst
[60] life,m230lf
[60] m230lf,developed
[60] round,fitted
[60] airburst,round
[59] radio,frequen
[59] rockfish31,northrop

Top Replied-To
Top Replied-To in Entire Graph:
@northropgrumman
@fortunemagazine
@usnavy
@krangtnelson
@elonmusk
@heienemarius
@briannawu
@repmtg
@sr_planespotter
@usnhistory

Top Replied-To in G1:
@krangtnelson

Top Replied-To in G4:
@davenewworld_2

Top Replied-To in G6:
@chuckpfarrer

Top Replied-To in G7:
@northropgrumman
@nextspaceflight
@space_horton
@ngcnews
@joshdinner
@lmspace
@nasa
@igolmar
@nasa_sls

Top Replied-To in G8:
@roberto_yeager
@mil_std
@northropgrumman

Top Mentioned
Top Mentioned in Entire Graph:
@krangtnelson
@kadonkey
@davenewworld_2
@200_zoka
@azgeopolitics
@mil_std
@uncledoomer
@rockfish31
@space_osint
@fronteraspacial

Top Mentioned in G1:
@krangtnelson
@mattgrande
@tchaigothsky

Top Mentioned in G2:
@itpfed
@lyaaaaalywwwww
@mikelimadba

Top Mentioned in G3:
@kadonkey
@ccibchris
@realairpower1

Top Mentioned in G4:
@davenewworld_2

Top Mentioned in G5:
@200_zoka

Top Mentioned in G6:
@azgeopolitics
@padreemerito
@200_zoka

Top Mentioned in G7:
@northropgrumman
@nasa_wallops
@ngcnews
@space_station
@nasa_sls
@nasa
@kadonkey
@nasa_orion
@depsecdef
@noaa

Top Mentioned in G8:
@mil_std
@vodk_anon
@abraxasspa
@kadonkey
@wipljw
@200_zoka

Top Mentioned in G9:
@uncledoomer
@krangtnelson

Top Mentioned in G10:
@rockfish31
@mil_std
@kadonkey

Top Tweeters
Top Tweeters in Entire Graph:
@amaia_haikazti
@hirogallery
@crweworld
@syatekiya072
@moonbootica
@billm9
@flashalert_me
@newsfilterio
@prpnews
@menabster

Top Tweeters in G1:
@moonbootica
@leavittalone
@chelzzayy
@tenebalmor
@boulwiththejawn
@lcyance
@mavisgary
@povediitz
@wasijaved
@mareiw1ngz

Top Tweeters in G2:
@crweworld
@flashalert_me
@newsfilterio
@prpnews
@marketcurrents
@seasonsgala
@webissimo
@brave0nft
@radarstrend
@torkum

Top Tweeters in G3:
@nakanoyoo
@gus_802
@tres444
@ryotahaga
@jdjwhite54
@shinshin_kai
@trumplar
@rog_2
@alex_bgm
@deadcow48

Top Tweeters in G4:
@micjojd
@kristafrances
@brendahazelhur1
@youranonriots
@michelejeanson1
@janattheocean
@snw106
@deejay90192
@srauer20
@ronilj261

Top Tweeters in G5:
@estigiaed
@cjsienna55
@prometeonews
@gustadoloz
@ray_karl
@jaccuse1
@ibc_yoh
@shinobi22427722
@drskantze
@sunnipulse786

Top Tweeters in G6:
@amaia_haikazti
@menabster
@tates5a
@gmitakides
@rayleon1515
@mikelmoso
@esferaceleste
@spacettf
@ksmth2000
@indworldthinker

Top Tweeters in G7:
@rafaelg21253842
@mosestamakloe
@igolmar
@sflore83
@ursalette
@rrrremington
@hernando33_es
@nasa
@kbrentek
@17filhao

Top Tweeters in G8:
@s_total_s2
@ladyinlksd
@timg33
@cabreoespanyol
@sadogashima3210
@tkmeyer2020
@abraxasspa
@lroger_arq
@skorpion196969
@jiggysevilla

Top Tweeters in G9:
@haurmeya
@mattzelinsky
@lusynthia_
@0uttas1te
@wspieler
@kilovh
@micah_gj
@khabalghoul
@phlegmmanuel
@fujoshiquagmire

Top Tweeters in G10:
@hirogallery
@syatekiya072
@paramilipic
@otakutokkai
@fuji_503
@cyberjunkerh
@gunnyheartman
@lancia12
@sthuuall
@damin_en500