northrop, Twitter, 11/29/2022 6:26:42 AM, 285094


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northrop_2022-11-28_20-45-00.xlsx
northrop_2022-11-28_20-45-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 29, 2022
Short Description:
northrop via NodeXL https://bit.ly/3ASOuif
@krangtnelson
@clark_aviation
@kadonkey
@briantrice
@200_zoka
@elonmusk
@northropgrumman
@nasa
@space_osint
@skobeloffsky

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

Description:
Description
The graph represents a network of 5,783 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, 29 November 2022 at 04:54 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, 48-minute period from Tuesday, 15 November 2022 at 01:07 UTC to Monday, 28 November 2022 at 23:56 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 : 5783
Unique Edges : 2159
Edges With Duplicates : 9617
Total Edges : 11776
Number of Edge Types : 5
Tweet : 1402
Replies to : 626
Mentions : 852
Retweet : 4278
MentionsInRetweet : 4618
Self-Loops : 1436
Reciprocated Vertex Pair Ratio : 0.00837277029486713
Reciprocated Edge Ratio : 0.0166064981949458
Connected Components : 935
Single-Vertex Connected Components : 473
Maximum Vertices in a Connected Component : 3074
Maximum Edges in a Connected Component : 7273
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.853603
Graph Density : 0.000165683204262927
Modularity : 0.480763
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,783 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, 29 November 2022 at 04:54 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, 48-minute period from Tuesday, 15 November 2022 at 01:07 UTC to Monday, 28 November 2022 at 23:56 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:
[60] https://www.edrmagazine.eu/northrop-grumman-new-life-to-the-m230lf
[19] https://www.defensenews.com/industry/techwatch/2022/11/28/northrops-b-21-is-almost-here-whats-next-for-the-stealthy-bomber/
[19] https://aviationweek.com/defense-space/aircraft-propulsion/northrop-grumman-b-21-unveiling-may-answer-lingering-mysteries
[16] https://eplus.jp/sf/detail/3764290001-P0030001
[16] https://www.cryptohopper.com/?atid=25276
[13] https://www.youtube.com/playlist?list=PLYQV14il9XALl_lTZbgbBdrFWdcLOwKBs

[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://forum.warthunder.com/index.php?/topic/568093-northrop-yb-35/
[7] https://news.northropgrumman.com/news/releases/northrop-grumman-to-build-multi-level-space-mesh-networking-prototype-to-enable-dods-vision-for-connected-battlespace

Top URLs in Tweet in G2:
[4] https://www.aviationphotocompany.com/p934046062/h836F96F4
[4] https://www.aviationphotocompany.com/p635779555
[2] https://www.aviationphotocompany.com/p934046062/hC27CFA1F
[1] https://www.aviationphotocompany.com/search.html?q=Edwards

Top URLs in Tweet in G3:
[6] https://globe.adsbexchange.com/?icao=ae00d5&zoom=13
[4] https://www.northrop.umn.edu/events/distinguished-carlson-lecture-evening-nikole-hannah-jones-2022
[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/
[3] https://globe.adsbexchange.com/?icao=ae00a9&zoom=13
[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

Top URLs in Tweet in G7:
[12] https://www.defensenews.com/industry/techwatch/2022/11/28/northrops-b-21-is-almost-here-whats-next-for-the-stealthy-bomber/
[6] https://quantumfrontiers.com/2022/11/21/a-peek-inside-northrop-grummans-subatomic-endeavors/
[4] https://helihub.com/2022/11/24/northrop-grumman-to-enhance-uh-60v-capabilities/
[2] https://twitter.com/northropgrumman/status/1596896663959846913
[2] https://www.govconwire.com/2022/11/northrop-books-99m-air-force-award-for-additional-f-16-radar-production/
[2] https://brand-studio.fortune.com/northrop-grumman/why-STEM-education-needs-to-cultivate-opportunities-for-underrepresented-students/?prx_t=aO8HAAAAAAoPEQA
[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/

Top URLs in Tweet in G8:
[2] https://www.jetphotos.com/photo/10760130
[1] https://airandspace.si.edu/stories/editorial/horten-ho-229-v3-%E2%80%9Cbat-wing-ship%E2%80%9D-january-2015-update

Top URLs in Tweet in G9:
[1] https://www.thestreet.com/markets/tesla-stock-jumps-as-bulls-bears-say-500-billion-slump-overdone
[1] https://twitter.com/ValaAfshar/status/1591501933776601088
[1] https://twitter.com/nasahqphoto/status/1592830443153494017

Top URLs in Tweet in G10:
[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
[6] https://www.af.mil/News/Photos/igphoto/2003120975/
[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 Domains
Top Domains in Tweet in Entire Graph:
[217] appcast.io
[100] twitter.com
[60] edrmagazine.eu
[44] youtube.com
[33] frontend.la
[31] northropgrumman.com
[24] umn.edu
[21] defensenews.com
[19] aviationweek.com
[18] amazon.com

Top Domains in Tweet in G2:
[11] aviationphotocompany.com

Top Domains in Tweet in G3:
[36] twitter.com
[18] amazon.com
[16] adsbexchange.com
[12] youtube.com
[9] northropgrumman.com
[9] gagadget.com
[9] jobninja.com
[8] zobjobs.com
[8] linkewire.com
[7] umn.edu

Top Domains in Tweet in G7:
[13] defensenews.com
[7] nasa.gov
[7] northropgrumman.com
[6] twitter.com
[6] quantumfrontiers.com
[4] helihub.com
[4] govconwire.com
[2] executivebiz.com
[2] fortune.com
[1] youtu.be

Top Domains in Tweet in G8:
[2] jetphotos.com
[1] si.edu

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

Top Domains in Tweet in G10:
[10] soldiersystems.net
[9] aviationweek.com
[6] af.mil
[4] twitter.com
[1] northropgrumman.com

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



Top Hashtags in Tweet in G2:
[86] avgeek
[6] nasa
[4] otd
[3] avgeeks
[2] aviationphotography
[2] aviationhistory
[2] f18
[2] aviationdaily
[2] 60s
[2] 70s

Top Hashtags in Tweet in G3:
[12] jobs
[11] northropgrumman
[8] freiburgimbreisgau
[8] jobsinfreiburgimbreisgau
[6] systemsengineer
[5] poland
[5] northrop
[4] technology
[4] military
[4] aerospace

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

Top Hashtags in Tweet in G8:
[18] otd
[1] ww2
[1] history
[1] avgeek

Top Hashtags in Tweet in G9:
[2] tesla
[2] fsdbeta

Top Hashtags in Tweet in G10:
[32] aesa
[17] aargm
[17] uavgh000
[6] foton
[6] spirit
[6] luke
[6] northrop
[4] siaw
[3] avgeek
[1] kurfs

Top Words
Top Words in Tweet in Entire Graph:
[5366] northrop
[2457] grumman
[879] christmas
[854] lot
[846] parking
[845] beergarden
[845] themed
[842] krangtnelson
[825] hookah
[821] meet

Top Words in Tweet in G1:
[852] northrop
[844] christmas
[841] lot
[841] parking
[841] themed
[841] beergarden
[839] krangtnelson
[815] hookah
[812] friend
[812] meet

Top Words in Tweet in G2:
[795] northrop
[385] kadonkey
[283] grumman
[191] fighter
[188] squadron
[169] 2a
[167] tsgt
[167] matthew
[167] plew
[139] 20

Top Words in Tweet in G3:
[591] northrop
[343] grumman
[69] noc
[43] lockheed
[35] martin
[35] 2022
[34] frye
[32] corporation
[31] air
[29] board

Top Words in Tweet in G4:
[243] grumman
[243] rq
[243] hawk
[243] northrop
[243] global
[127] crimea
[126] attempts
[126] hisar
[126] 4b
[126] always

Top Words in Tweet in G5:
[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 G6:
[195] legend
[195] fighter
[195] earth
[195] kenyan
[195] guys
[195] soldiers
[195] rebuild
[195] damaged
[195] airforce
[195] jet

Top Words in Tweet in G7:
[104] northrop
[71] grumman
[55] northropgrumman
[38] more
[35] rocket
[33] cargo
[31] nasa
[31] spacecraft
[31] cygnus
[30] space_station

Top Words in Tweet in G8:
[176] northrop
[99] flight
[96] clark_aviation
[94] 'stealth
[94] facebook
[94] underside
[94] photo
[94] remarkable
[94] bomber'
[94] found

Top Words in Tweet in G9:
[51] elonmusk
[32] northrop
[23] tesla
[23] tsla
[18] elon
[18] boeing
[18] billion
[17] grumman
[16] twitter
[15] ukraine

Top Words in Tweet in G10:
[188] northrop
[163] grumman
[79] mil_std
[51] rq
[45] ago
[36] developed
[35] wipljw
[34] global
[34] hawk
[34] over

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2338] northrop,grumman
[845] parking,lot
[845] christmas,themed
[818] themed,hookah
[818] lot,northrop
[816] hookah,beergarden
[816] beergarden,parking
[814] bar,christmas
[814] friend,asked
[814] asked,meet

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

Top Word Pairs in Tweet in G2:
[292] kadonkey,northrop
[189] northrop,grumman
[188] fighter,squadron
[167] grumman,2a
[167] tsgt,matthew
[167] 2a,tsgt
[167] matthew,plew
[139] northrop,20
[102] usaaf,during
[102] used,radical

Top Word Pairs in Tweet in G3:
[341] northrop,grumman
[34] northrop,frye
[34] lockheed,martin
[24] grumman,rq
[21] grumman,board
[21] noc,northrop
[21] grumman,corporation
[19] air,force
[17] joins,northrop
[17] global,hawk

Top Word Pairs in Tweet in G4:
[243] global,hawk
[243] northrop,grumman
[243] grumman,rq
[126] attack,crimea
[126] rq,4b
[126] accompanied,american
[126] crimea,always
[126] hawk,integrated
[126] attempts,attack
[126] 4b,global

Top Word Pairs in Tweet in G5:
[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 G6:
[195] earth,rebuild
[195] soldiers,kenyan
[195] airforce,first
[195] fighter,jet
[195] guys,earth
[195] kenyan,airforce
[195] damaged,fighter
[195] first,guys
[195] legend,soldiers
[195] rebuild,damaged

Top Word Pairs in Tweet in G7:
[71] northrop,grumman
[29] cygnus,spacecraft
[25] learn,more
[17] sally,ride
[17] first,flight
[16] solid,rocket
[16] antares,rocket
[14] mission,learn
[14] heads,space
[14] launch,first

Top Word Pairs in Tweet in G8:
[94] flight,found
[94] underside,northrop
[94] remarkable,photo
[94] 'stealth,bomber'
[94] photo,underside
[94] northrop,'stealth
[94] bomber',flight
[94] found,facebook
[93] facebook,cle
[93] clark_aviation,remarkable

Top Word Pairs in Tweet in G9:
[13] northrop,grumman
[7] elon,musk
[6] worth,free
[6] fight,russia
[6] war,profit
[6] profit,math
[6] 31,billion
[6] boeing,northrop
[6] squawksquare,mdbaccardax
[6] ukraine,billion

Top Word Pairs in Tweet in G10:
[159] northrop,grumman
[70] mil_std,northrop
[51] grumman,rq
[34] global,hawk
[34] rq,4b
[34] 4b,global
[33] radar,developed
[32] adaptable,multi
[32] interesting,concept
[32] multi,mission

Top Replied-To
Top Replied-To in Entire Graph:
@sean_northrop
@northropgrumman
@jenn_northrop
@warthunder
@shananagannss
@vivamjm
@elonmusk
@fortunemagazine
@occupydemocrats
@usnavy

Top Replied-To in G1:
@krangtnelson

Top Replied-To in G2:
@ccibchris
@chasingmoonbk
@tshamiltonastro
@ron_eisele

Top Replied-To in G4:
@chuckpfarrer

Top Replied-To in G5:
@davenewworld_2

Top Replied-To in G6:
@khalifkairo

Top Replied-To in G7:
@northropgrumman
@nextspaceflight
@space_horton
@ussf_ssc
@inafoxhole
@ngcnews
@therealduckshow
@redbeardedsf
@ianmile36813250
@fatkins311

Top Replied-To in G8:
@tempest_books
@aeroeng37
@cobraball3
@shortcakeasmr
@gahhnie
@presetstan
@airassaultcat
@jake56519970

Top Replied-To in G9:
@sean_northrop
@elonmusk
@squawksquare
@garyblack00
@wei_w_toronto
@future_dadbod
@mrkd26
@aoc
@politics_polls
@praisesigmar

Top Replied-To in G10:
@mil_std
@northropgrumman
@roberto_yeager
@vodk_anon

Top Mentioned
Top Mentioned in Entire Graph:
@krangtnelson
@kadonkey
@davenewworld_2
@khalifkairo
@ccibchris
@200_zoka
@clark_aviation
@majestic_air
@zerohedge
@azgeopolitics

Top Mentioned in G1:
@krangtnelson
@mattgrande
@bloodycowards
@clark_aviation
@mr_considerate
@tchaigothsky

Top Mentioned in G2:
@kadonkey
@ccibchris
@majestic_air
@ron_eisele
@clark_aviation
@tempest_books
@darealnjennings
@aviationphotoco
@jerrysreedy1
@rgpoulussen

Top Mentioned in G3:
@itpfed
@lyaaaaalywwwww
@mikelimadba
@arnaudz1
@asue_official
@freezebrand44

Top Mentioned in G4:
@200_zoka
@azgeopolitics
@padreemerito

Top Mentioned in G5:
@davenewworld_2

Top Mentioned in G6:
@khalifkairo

Top Mentioned in G7:
@northropgrumman
@space_station
@nasa
@nasa_wallops
@ngcnews
@nasa_sls
@defense_news
@kadonkey
@nasa_orion
@usairforce

Top Mentioned in G8:
@clark_aviation
@tempest_books
@rgpoulussen
@kadonkey
@cobraball3
@ron_eisele
@c_mperman
@dunibear
@gbhvfron

Top Mentioned in G9:
@elonmusk
@squawksquare
@alex_avoigt
@kimdotcom
@garyblack00
@mdbaccardax
@sawyermerritt
@business
@cpainnyc
@farzyness

Top Mentioned in G10:
@mil_std
@wipljw
@vodk_anon
@kadonkey
@abraxasspa
@eddie_jordans
@roberto_yeager
@ccibchris
@majestic_air
@200_zoka

Top Tweeters
Top Tweeters in Entire Graph:
@dichristine
@m_m1941
@falconhamada_90
@phildecarolis
@amaia_haikazti
@hirogallery
@crweworld
@syatekiya072
@moonbootica
@billm9

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

Top Tweeters in G2:
@m_m1941
@nakanoyoo
@tres444
@ryotahaga
@keinishikawa3
@jdjwhite54
@stefan_laurell
@nanga2110
@shinshin_kai
@trumplar

Top Tweeters in G3:
@crweworld
@flashalert_me
@newsfilterio
@prpnews
@marketcurrents
@seasonsgala
@webissimo
@brave0nft
@radarstrend
@torkum

Top Tweeters in G4:
@amaia_haikazti
@menabster
@estigiaed
@tates5a
@gmitakides
@rayleon1515
@mikelmoso
@esferaceleste
@cjsienna55
@spacettf

Top Tweeters in G5:
@micjojd
@kristafrances
@brendahazelhur1
@youranonriots
@michelejeanson1
@janattheocean
@snw106
@deejay90192
@srauer20
@ronilj261

Top Tweeters in G6:
@mainneli_
@potentash
@echenze
@xysist
@drizzylowe
@owenabong
@_crazynairobian
@beth_kasinga
@owiraowira
@itsamostoo

Top Tweeters in G7:
@falconhamada_90
@pimmaiden
@rafaelg21253842
@denicolo_chuck
@igolmar
@benshapiro
@sflore83
@patentbuddy
@ursalette
@cecomp

Top Tweeters in G8:
@underyourtree
@kattyuu01
@kulganofcrydee
@philmorandi
@kz78_b
@peter_mugridge
@45acpjoe
@didiermisson
@theghostrider31
@gl650_lynneg

Top Tweeters in G9:
@business
@debrabuenik
@ungerbn103
@wholemarsblog
@vonhitchofen
@suzanthony7
@semaforben
@teslaownerssv
@retanqulous
@dineshdsouza

Top Tweeters in G10:
@s_total_s2
@davasko63
@neoanon2025god
@ladyinlksd
@timg33
@cabreoespanyol
@sadogashima3210
@ft555
@tkmeyer2020
@eightynines