northrop, Twitter, 11/22/2022 1:58:14 PM, 284791


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northrop_2022-11-21_20-45-00.xlsx
northrop_2022-11-21_20-45-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 22, 2022
Short Description:
northrop via NodeXL https://bit.ly/3EPEXuL
@kadonkey
@200_zoka
@ogondi_samwel
@elonmusk
@jakepor21
@space_osint
@nasa
@lawzcarpediem
@leenyonyi_
@intelepoch

Top hashtags:
#python
#hiring
#us
#simulation
#jobs
#jobsearch
#artemis
#northrop
#careers
#nato

Description:
Description
The graph represents a network of 3,505 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, 22 November 2022 at 04:49 UTC.

The requested start date was Tuesday, 22 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 9-day, 3-hour, 47-minute period from Saturday, 12 November 2022 at 19:58 UTC to Monday, 21 November 2022 at 23:46 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 : 3505
Unique Edges : 1583
Edges With Duplicates : 5229
Total Edges : 6812
Number of Edge Types : 5
Retweet : 2257
MentionsInRetweet : 2541
Replies to : 451
Mentions : 612
Tweet : 951
Self-Loops : 976
Reciprocated Vertex Pair Ratio : 0.00905401186387761
Reciprocated Edge Ratio : 0.0179455445544554
Connected Components : 712
Single-Vertex Connected Components : 340
Maximum Vertices in a Connected Component : 1419
Maximum Edges in a Connected Component : 3386
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 7.198062
Graph Density : 0.000263159608908344
Modularity : 0.500176
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 3,505 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, 22 November 2022 at 04:49 UTC.

The requested start date was Tuesday, 22 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 9-day, 3-hour, 47-minute period from Saturday, 12 November 2022 at 19:58 UTC to Monday, 21 November 2022 at 23:46 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:
[22] https://aviationweek.com/defense-space/aircraft-propulsion/northrop-grumman-b-21-unveiling-may-answer-lingering-mysteries
[13] https://www.youtube.com/playlist?list=PLYQV14il9XALl_lTZbgbBdrFWdcLOwKBs

[11] https://soldiersystems.net/2022/11/15/mww-22-northrop-grumman-hatchet/
[9] https://gagadget.com/en/weapons/187130-northrop-grumman-has-successfully-completed-a-key-test-of-the-ibcs-missile-defense-system-it-successfully-interce/
[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://www.defensedaily.com/raytheon-and-northrop-grumman-win-mods-to-continue-refining-hypersonic-defense-concepts/missile-defense/
[6] https://click.appcast.io/track/bolh1b0?cs=k6e&exch=39&jg=4nte&bid=TMQKNCFaov4fFLqS_v4dTg==&ob=jYXK7IgQXyxNHZ3dKbRLwg==&cat=pr&sar_id=7ebnu86&jpos=40&utm_source=DataScienceJobsFeed&utm_medium=social_feeds&utm_campaign=Twitter
[6] https://quantumfrontiers.com/2022/11/21/a-peek-inside-northrop-grummans-subatomic-endeavors/
[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://click.appcast.io/track/fir13ho?cs=k6e&exch=39&jg=4ntg&bid=TMQKNCFaov4fFLqS_v4dTg==&ob=jYXK7IgQXyxNHZ3dKbRLwg==&cat=pr&sar_id=7ebn4ki&jpos=22&utm_source=PythonJobsFeed&utm_medium=social_feeds&utm_campaign=Twitter

Top URLs in Tweet in G2:
[8] https://gagadget.com/en/weapons/187130-northrop-grumman-has-successfully-completed-a-key-test-of-the-ibcs-missile-defense-system-it-successfully-interce/
[4] https://globe.adsbexchange.com/?icao=ae00d5&zoom=13
[3] https://www.northrop.umn.edu/events/distinguished-carlson-lecture-evening-nikole-hannah-jones-2022
[3] https://www.stocktitan.net/news/NOC/arvind-krishna-joins-northrop-grumman-board-of-hi81htakabzd.html
[2] https://www.cavok.com.br/usaf-contrata-mais-dois-jatos-executivos-bombardier-e-11a-bacn-modificados-pela-northrop-grumman
[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] http://www.programlamahocam.com/2022/11/northrop-grumman-tarafndan-abd-fuze.html
[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

Top URLs in Tweet in G4:
[6] https://quantumfrontiers.com/2022/11/21/a-peek-inside-northrop-grummans-subatomic-endeavors/
[2] https://brand-studio.fortune.com/northrop-grumman/why-STEM-education-needs-to-cultivate-opportunities-for-underrepresented-students/?prx_t=aO8HAAAAAAoPEQA
[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://news.northropgrumman.com/news/releases/northrop-grumman-employees-receive-nasas-highest-honors-for-building-the-james-webb-space-telescope
[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://go.nasa.gov/3G6L3b5
[1] https://go.nasa.gov/3Uq3VpG
[1] https://www.defaiya.com/news/Defense%20News/North%20America/2022/11/20/arvind-krishna-ibm-chairman-ceo-joins-northrop-grumman-s-board-of-directors
[1] https://www.nasa.gov/press-release/nasa-to-discuss-science-on-next-northrop-grumman-space-station-mission?utm_source=TWITTER&utm_medium=NASA&utm_campaign=NASASocial&linkId=186415746
[1] https://www.nasa.gov/press-release/nasa-invites-media-to-northrop-grumman-s-antares-cargo-resupply-launch?utm_source=TWITTER&utm_medium=NASA&utm_campaign=NASASocial&linkId=184121092

Top URLs in Tweet in G8:
[1] https://www.space.com/18853-spacex.html
[1] https://twitter.com/ValaAfshar/status/1591501933776601088
[1] https://twitter.com/nasahqphoto/status/1592830443153494017

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[60] python
[46] hiring
[41] us
[36] simulation
[28] jobs
[25] jobsearch
[23] artemis
[20] northrop
[18] careers
[18] nato



Top Hashtags in Tweet in G2:
[9] northrop
[8] northropgrumman
[5] nasa
[4] poland
[4] technology
[3] jobs
[3] aerospace
[3] systemsengineer
[3] graduate
[3] software

Top Hashtags in Tweet in G4:
[16] artemis
[11] onthisday
[10] crs18
[5] ng18
[2] unfoldtheuniverse
[2] otd
[2] happyhalloween
[2] cygnus
[2] pc22
[2] ad

Top Hashtags in Tweet in G8:
[2] fsdbeta

Top Words
Top Words in Tweet in Entire Graph:
[2955] northrop
[1706] grumman
[534] lockheed
[494] raytheon
[385] rq
[340] stocks
[339] global
[335] kadonkey
[323] hawk
[272] defense

Top Words in Tweet in G1:
[457] northrop
[320] kadonkey
[255] grumman
[185] fighter
[184] squadron
[146] plew
[146] matthew
[146] tsgt
[146] 2a
[136] ccibchris

Top Words in Tweet in G2:
[401] northrop
[249] grumman
[51] noc
[38] lockheed
[28] martin
[27] board
[26] boeing
[25] rq
[25] raytheon
[23] global

Top Words in Tweet in G3:
[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 G4:
[58] northrop
[54] northropgrumman
[49] grumman
[34] rocket
[34] cargo
[32] more
[31] space_station
[30] launch
[29] spacecraft
[29] cygnus

Top Words in Tweet in G5:
[123] grumman
[123] rq
[123] hawk
[123] northrop
[123] global
[92] altitude
[92] reconnaissance
[91] high
[91] azgeopolitics
[91] piloted

Top Words in Tweet in G6:
[115] crimea
[114] rq
[114] hawk
[114] always
[114] 4b
[114] grumman
[114] global
[114] accompanied
[114] attack
[114] northrop

Top Words in Tweet in G7:
[113] defense
[113] ceo
[113] lockheed
[113] 23m
[113] technologies
[113] total
[113] dynamics
[113] general
[113] martin
[113] contractors

Top Words in Tweet in G8:
[43] elonmusk
[29] northrop
[17] boeing
[16] tesla
[15] grumman
[12] lockheed
[11] twitter
[10] spacex
[9] nasa
[9] elon

Top Words in Tweet in G9:
[98] northrop
[93] zerohedge
[92] jump
[92] stocks
[92] defense
[92] highs
[92] session
[6] raytheon
[5] grumman
[5] boeing

Top Words in Tweet in G10:
[89] northrop
[86] attack
[85] ground
[85] load
[85] 2022
[85] interesting
[85] display
[85] air
[85] kenyan
[85] force

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1595] northrop,grumman
[378] grumman,rq
[322] global,hawk
[262] lockheed,martin
[242] kadonkey,northrop
[233] lockheed,northrop
[226] raytheon,lockheed
[223] northrop,grumman's
[216] same,time
[214] saw,sharp

Top Word Pairs in Tweet in G1:
[229] kadonkey,northrop
[184] fighter,squadron
[163] northrop,grumman
[146] grumman,2a
[146] tsgt,matthew
[146] matthew,plew
[146] 2a,tsgt
[105] northrop,yb
[105] radical,potentially
[105] during,ww2

Top Word Pairs in Tweet in G2:
[245] northrop,grumman
[27] lockheed,martin
[24] grumman,rq
[21] northrop,frye
[20] grumman,board
[16] noc,northrop
[16] joins,northrop
[16] global,hawk
[14] board,directors
[14] grumman,corporation

Top Word Pairs in Tweet in G3:
[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 G4:
[49] northrop,grumman
[27] cygnus,spacecraft
[19] learn,more
[17] first,flight
[16] solid,rocket
[16] sally,ride
[15] antares,rocket
[14] flight,nasa_sls
[14] #artemis,mission
[14] nasa_sls,#artemis

Top Word Pairs in Tweet in G5:
[123] global,hawk
[123] northrop,grumman
[123] grumman,rq
[116] rq,global
[91] reconnaissance,aircraft
[91] aircraft,spotted
[91] azgeopolitics,northrop
[91] hawk,high
[91] high,altitude
[91] remotely,piloted

Top Word Pairs in Tweet in G6:
[114] american,northrop
[114] grumman,rq
[114] crimea,always
[114] northrop,grumman
[114] attack,crimea
[114] hawk,integrated
[114] attempts,attack
[114] accompanied,american
[114] rq,4b
[114] global,hawk

Top Word Pairs in Tweet in G7:
[113] 18m,raytheon
[113] compensation,defense
[113] technologies,23m
[113] general,dynamics
[113] ceo,total
[113] 23m,general
[113] lockheed,martin
[113] raytheon,technologies
[113] defense,contractors
[113] total,compensation

Top Word Pairs in Tweet in G8:
[11] northrop,grumman
[6] boeing,northrop
[5] elon,musk
[5] lockheed,northrop
[4] pay,month
[4] elonmusk,kimdotcom
[4] politics_polls,elonmusk
[3] elonmusk,teardowntitan
[3] northrop,lockheed
[3] owensparks_,elonmusk

Top Word Pairs in Tweet in G9:
[92] highs,northrop
[92] session,highs
[92] jump,session
[92] defense,stocks
[92] stocks,jump
[91] zerohedge,defense
[5] grumman,lockheed
[5] northrop,grumman
[5] lockheed,martin
[5] martin,boeing

Top Word Pairs in Tweet in G10:
[85] kenyan,air
[85] ground,attack
[85] force,northrop
[85] air,force
[85] attack,load
[85] kdf,day
[85] 2022,interesting
[85] display,kdf
[85] interesting,ground
[85] northrop,display

Top Replied-To
Top Replied-To in Entire Graph:
@jenn_northrop
@suzu_216
@fortunemagazine
@northrop_xb21
@elonmusk
@sean_northrop
@shananagannss
@repmtg
@usnavy
@heienemarius

Top Replied-To in G1:
@ccibchris
@tshamiltonastro
@ron_eisele

Top Replied-To in G3:
@davenewworld_2

Top Replied-To in G4:
@space_horton
@northropgrumman
@prop_eng_ethan
@fatkins311
@redbeardedsf
@ianmile36813250
@lmspace
@nasa
@igolmar
@ussf_ssc

Top Replied-To in G5:
@chuckpfarrer

Top Replied-To in G8:
@elonmusk
@sean_northrop
@aoc
@future_dadbod
@wei_w_toronto
@politics_polls
@praisesigmar
@teslaownerssv
@greglbean
@lor_scar

Top Replied-To in G9:
@financialjuice
@zerohedge
@dwnews
@warmonitor3

Top Mentioned
Top Mentioned in Entire Graph:
@kadonkey
@davenewworld_2
@ccibchris
@200_zoka
@public_citizen
@azgeopolitics
@zerohedge
@jakepor21
@northropgrumman
@fronteraspacial

Top Mentioned in G1:
@kadonkey
@ccibchris
@ron_eisele

Top Mentioned in G2:
@aliciaandalicia
@sandratwang
@itpfed
@lyaaaaalywwwww
@mikelimadba
@arnaudz1

Top Mentioned in G3:
@davenewworld_2

Top Mentioned in G4:
@northropgrumman
@space_station
@nasa_wallops
@nasa
@nasa_sls
@ngcnews
@nasa_orion
@preskill
@noaa
@nicoleyh11

Top Mentioned in G5:
@azgeopolitics
@padreemerito
@200_zoka

Top Mentioned in G6:
@200_zoka

Top Mentioned in G7:
@public_citizen

Top Mentioned in G8:
@elonmusk
@business
@kimdotcom
@samharrisorg
@aoc
@sawyermerritt
@the_ai_investor
@teardowntitan
@garyblack00
@heydave7

Top Mentioned in G9:
@zerohedge

Top Mentioned in G10:
@jakepor21
@kadonkey
@yeehawtactical
@200_zoka

Top Tweeters
Top Tweeters in Entire Graph:
@dichristine
@m_m1941
@phildecarolis
@amaia_haikazti
@crweworld
@moonbootica
@susanneleist
@billm9
@flashalert_me
@newsfilterio

Top Tweeters in G1:
@m_m1941
@nakanoyoo
@gus_802
@tres444
@ryotahaga
@keinishikawa3
@stefan_laurell
@nanga2110
@shinshin_kai
@frioacero

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

Top Tweeters in G3:
@micjojd
@kristafrances
@brendahazelhur1
@youranonriots
@michelejeanson1
@janattheocean
@snw106
@deejay90192
@srauer20
@ronilj261

Top Tweeters in G4:
@pimmaiden
@rafaelg21253842
@igolmar
@benshapiro
@sflore83
@patentbuddy
@ursalette
@cecomp
@rrrremington
@hernando33_es

Top Tweeters in G5:
@amaia_haikazti
@menabster
@tates5a
@gmitakides
@rayleon1515
@mikelmoso
@esferaceleste
@spacettf
@ksmth2000
@indworldthinker

Top Tweeters in G6:
@estigiaed
@cjsienna55
@prometeonews
@gustadoloz
@ray_karl
@jaccuse1
@ibc_yoh
@shinobi22427722
@drskantze
@sunnipulse786

Top Tweeters in G7:
@billm9
@wellness4you13
@changetocindy
@webehealthy
@rabidbadger
@muddyinpb
@aine
@ralphscenic
@_babacar
@wangenstein

Top Tweeters in G8:
@business
@wholemarsblog
@vonhitchofen
@suzanthony7
@chicago_glenn
@retanqulous
@teslaownerssv
@jessevondoom
@grady_booch
@sawyermerritt

Top Tweeters in G9:
@phildecarolis
@johnjoechad
@sandoly
@zerohedge
@sdrkseid
@dallasanalytics
@wickedfairysad
@dwnews
@wolf_pak_memba
@cecil3695cecil

Top Tweeters in G10:
@jfifudhdvhdjzuh
@drkanyuira
@victormatara
@greatpoppo
@tednderitu
@laniemon
@3bood021
@piusmuturi
@the_kaigi
@aki8ara


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