northrop, Twitter, 3/22/2022 4:11:49 AM, 273432


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northrop_2022-03-21_20-49-52.xlsx
northrop_2022-03-21_20-49-52.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 22, 2022
Short Description:
northrop via NodeXL https://bit.ly/3JB55JJ
@kimdotcom
@4taxfairness
@wipljw
@kadonkey
@maxblumenthal
@200_zoka
@jmedeiros71
@jenn_northrop
@roqieraccoon
@potus

Top hashtags:
#breaking
#branchorks
#northrop
#grumman
#globalhawk
#drone
#ukraine
#aviation
#jobs
#hiring

Description:
Description
The graph represents a network of 6,815 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 March 2022 at 03:57 UTC.

The requested start date was Tuesday, 22 March 2022 at 00:01 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, 23-hour, 52-minute period from Tuesday, 08 March 2022 at 00:03 UTC to Monday, 21 March 2022 at 23:55 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 : 6815
Unique Edges : 2650
Edges With Duplicates : 11253
Total Edges : 13903
Number of Edge Types : 5
Retweet : 4554
MentionsInRetweet : 4997
Replies to : 698
Tweet : 1968
Mentions : 1686
Self-Loops : 2019
Reciprocated Vertex Pair Ratio : 0.00910804020100502
Reciprocated Edge Ratio : 0.0180516651104886
Connected Components : 1194
Single-Vertex Connected Components : 554
Maximum Vertices in a Connected Component : 3451
Maximum Edges in a Connected Component : 8045
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 6.843729
Graph Density : 0.000138379810588058
Modularity : 0.479237
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,815 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 March 2022 at 03:57 UTC.

The requested start date was Tuesday, 22 March 2022 at 00:01 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, 23-hour, 52-minute period from Tuesday, 08 March 2022 at 00:03 UTC to Monday, 21 March 2022 at 23:55 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:
[24] https://ello.co/northrop
[23] https://results.golfstat.com/public/leaderboards/gsnav.cfm?pg=team&tid=23392
[20] https://ello.co/northrop/post/paaifoju3bcsku6rnalbjg
[19] https://www.flightglobal.com/defence/northrop-confirms-secretive-b-21-raider-in-ground-tests/147935.article
[10] http://alert5.com/2022/03/17/northrop-grumman-to-install-an-alq-257-on-f-16-for-flight-testing/
[9] https://ello.co/northrop/post/fxer3gqhcupfjiyx8ghmxq
[8] https://ello.co/northrop/post/emioi_o_f8lkntmwskv8iw
[8] https://ello.co/northrop/post/zp76oufrtjktexqsw3ibng
[8] https://www.theverge.com/2022/3/3/22959691/russia-roscosmos-rocket-engines-ula-northrop-grumman-rd-180-181
[8] https://www.thedefensepost.com/2022/03/18/japan-rq-4b-global-hawks/

Top URLs in Tweet in G1:
[1] https://twitter.com/KimDotcom/status/1505946734345994241

Top URLs in Tweet in G2:
[6] https://twitter.com/georgeciveris/status/1504841063252508697
[5] https://www.flightglobal.com/defence/northrop-confirms-secretive-b-21-raider-in-ground-tests/147935.article
[5] https://www.defensenews.com/land/2022/03/17/ibcs-challenged-in-two-flight-tests-during-operational-evaluation/
[4] https://flyteam.jp/photo/3444107
[3] https://yellowhammernews.com/uah-recognized-as-one-of-eight-northrop-grumman-focus-universities/
[3] https://www.northropgrumman.com/jobs/Aurora-----CO/Information-Technology/R10023570/cyber-info-assur-anlyst/
[3] https://www.theverge.com/2022/3/3/22959691/russia-roscosmos-rocket-engines-ula-northrop-grumman-rd-180-181
[3] https://www.uasvision.com/2022/03/10/northrop-grumman-gets-97m-us-navy-triton-support-award/
[3] https://www.nasa.gov/image-feature/cygnus-cargo-craft-at-the-space-station
[3] https://www.gf-accord.biz/

Top URLs in Tweet in G3:
[2] https://northropgrumman.yello.co/app/collect/event/WKYatLnjXqsJ_66qJQMJPA

Top URLs in Tweet in G4:
[7] https://www.flightglobal.com/defence/northrop-confirms-secretive-b-21-raider-in-ground-tests/147935.article
[5] https://www.flightglobal.com/defence/northrop-secures-contract-to-upgrade-us-navy-e-6b-fleet/147785.article
[2] https://www.joint-forces.com/uk-news/51839-northrop-grumman-to-support-astute-class-pms
[1] https://www.hill.af.mil/News/Article-Display/Article/2919531/flashback-northrop-yf-23-black-widow-ii/
[1] https://twitter.com/hq_afmc/status/1503428251468902410
[1] https://insidedefense.com/insider/air-force-chooses-lockheed-3delrr-provider
[1] https://www.thisdayinaviation.com/2021/08/24/
[1] https://www.classicwarbirds.co.uk/american-aircraft/northrop-p-61-black-widow.php
[1] https://www.flickr.com/photos/sdasmarchives
[1] https://www.nationalmuseum.af.mil/Visit/Museum-Exhibits/Fact-Sheets/Display/Article/858861/northrop-yb-49/

Top URLs in Tweet in G5:
[24] https://ello.co/northrop
[20] https://ello.co/northrop/post/paaifoju3bcsku6rnalbjg
[9] https://ello.co/northrop/post/fxer3gqhcupfjiyx8ghmxq
[8] https://ello.co/northrop/post/zp76oufrtjktexqsw3ibng
[8] https://ello.co/northrop/post/emioi_o_f8lkntmwskv8iw
[4] https://www.nasa.gov/image-feature/cygnus-cargo-craft-at-the-space-station
[3] https://ello.co/northrop/post/p8cdtuw-gehlguyhu1ddrw
[3] https://ello.co/northrop/post/j051_sckskmw35nb-bas_g
[3] https://ello.co/northrop/post/eljldrn8aqy62p9qw5iuyw
[3] https://lockheedmartin.link/

Top URLs in Tweet in G6:
[1] https://twitter.com/RoKhanna/status/1501677802063646722

Top URLs in Tweet in G8:
[1] https://www.businessinsider.com/congress-members-are-trading-defense-stocks-while-shaping-military-policy-2021-12?op=1
[1] https://twitter.com/potus/status/1504167158649176068

Top URLs in Tweet in G10:
[3] https://www.defencetalk.com/northrop-completes-ferry-flight-of-japans-rq-4b-global-hawk-uav-78436/?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.defencetalk.com/northrop-grumman-to-modernize-us-navy-e-6b-mercury-aircraft-78319/?utm_source=dlvr.it&utm_medium=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[246] twitter.com
[119] ello.co
[39] golfstat.com
[28] northropgrumman.com
[25] youtube.com
[25] flightglobal.com
[22] adsbexchange.com
[19] forbes.com
[18] nasa.gov
[18] thedefensepost.com

Top Domains in Tweet in G1:
[1] twitter.com

Top Domains in Tweet in G2:
[86] twitter.com
[18] northropgrumman.com
[10] flightradar24.com
[9] adsbexchange.com
[8] militaryleak.com
[7] spacewar.com
[6] co.uk
[6] google.com
[6] defensenews.com
[6] flightglobal.com

Top Domains in Tweet in G3:
[2] yello.co

Top Domains in Tweet in G4:
[12] flightglobal.com
[2] af.mil
[2] joint-forces.com
[1] twitter.com
[1] insidedefense.com
[1] thisdayinaviation.com
[1] co.uk
[1] flickr.com

Top Domains in Tweet in G5:
[119] ello.co
[90] twitter.com
[17] youtube.com
[12] nasa.gov
[8] uploadedworld.uk
[7] executivebiz.com
[6] google.com
[4] globalmilitarycommunications.com
[4] northropgrumman.com
[4] govconwire.com

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

Top Domains in Tweet in G8:
[1] businessinsider.com
[1] twitter.com

Top Domains in Tweet in G10:
[6] defencetalk.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[466] breaking
[110] branchorks
[64] northrop
[37] grumman
[30] globalhawk
[30] drone
[29] ukraine
[27] aviation
[27] jobs
[27] hiring



Top Hashtags in Tweet in G1:
[1] ukrainiawar

Top Hashtags in Tweet in G2:
[14] ukraine
[12] usaf
[9] northrop
[9] flightradar24
[7] northropgrumman
[7] aviation
[6] smallbusiness
[6] accounting
[6] taxes
[6] taxreturns

Top Hashtags in Tweet in G3:
[457] breaking
[2] nsbe48
[1] childtaxcredit

Top Hashtags in Tweet in G4:
[13] northrop
[13] grumman
[9] бпла
[7] global
[7] hawk
[7] globalhawk
[6] aviation
[5] avgeek
[5] avgeeks
[4] sigonella

Top Hashtags in Tweet in G5:
[110] branchorks
[6] youtube
[6] crew3
[5] nasa
[5] cygnus
[4] usf_02ax_av
[4] ng17
[3] quantumcomputing
[3] ibmeagle
[3] googlesycamore

Top Hashtags in Tweet in G6:
[2] breaking
[2] ukrainewar
[1] forte11
[1] sigonella
[1] uav
[1] rq4a
[1] globalhawk
[1] usaf

Top Hashtags in Tweet in G7:
[1] ukraine

Top Hashtags in Tweet in G8:
[2] breaking

Top Hashtags in Tweet in G10:
[26] drone
[23] uavgh000
[13] nato
[11] japan
[8] uav
[8] unmanned
[4] ukraine
[4] russia
[4] ukrainerussianwar
[3] drones

Top Words
Top Words in Tweet in Entire Graph:
[4123] northrop
[2451] grumman
[2309] billion
[2067] ukraine
[1464] raytheon
[1394] tax
[1242] war
[1238] weapons
[1217] air
[1156] 31

Top Words in Tweet in G1:
[1770] billion
[1763] ukraine
[882] raytheon
[882] 31
[881] gives
[881] worth
[881] free
[881] weapons
[881] russia
[880] kimdotcom

Top Words in Tweet in G2:
[690] northrop
[433] grumman
[115] lockheed
[84] rq
[81] martin
[81] raytheon
[74] global
[70] hawk
[68] 2022
[61] stock

Top Words in Tweet in G3:
[1371] tax
[457] #breaking
[457] group
[457] corporate
[457] dodgers
[457] lobbying
[457] 125
[457] billion
[457] break
[457] budget

Top Words in Tweet in G4:
[342] northrop
[180] kadonkey
[152] air
[136] force
[128] yf
[128] 23
[125] mcdonnell
[125] douglas
[64] 5e
[53] 57th

Top Words in Tweet in G5:
[110] #branchorks
[78] northrop
[65] nasa
[62] twitter
[53] grumman
[51] northropgrumman
[37] usagov
[36] utc
[34] darpa
[32] reuters

Top Words in Tweet in G6:
[294] khanna
[147] wife
[147] democratic
[147] rep
[147] ro
[147] california
[147] ritu
[147] invested
[147] several
[147] hundred

Top Words in Tweet in G7:
[174] radar
[172] ejército
[172] ruso
[172] noqueó
[172] estadounidense
[172] fuerzas
[172] aéreas
[172] remataron
[172] escondía
[172] casas

Top Words in Tweet in G8:
[161] khanna
[140] wife
[140] ro
[140] invested
[129] weapons
[126] maxblumenthal
[119] heavily
[119] manufacturing
[119] industry
[119] owned

Top Words in Tweet in G9:
[106] ukraine
[102] radar
[102] fight
[100] northrop
[99] grumman
[98] damaged
[98] american
[98] mobile
[98] counter
[98] battery

Top Words in Tweet in G10:
[188] northrop
[187] grumman
[184] rq
[115] 4b
[104] global
[104] hawk
[91] wipljw
[45] forte11
[42] callsign
[36] 4d

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2440] northrop,grumman
[944] raytheon,31
[914] ukraine,war
[906] gives,ukraine
[906] free,weapons
[906] russia,raytheon
[906] 31,billion
[904] billion,worth
[904] worth,free
[903] war,profit

Top Word Pairs in Tweet in G1:
[882] raytheon,31
[881] gives,ukraine
[881] billion,worth
[881] worth,free
[881] free,weapons
[881] russia,raytheon
[881] 31,billion
[880] ukraine,war
[880] war,profit
[880] profit,math

Top Word Pairs in Tweet in G2:
[428] northrop,grumman
[77] lockheed,martin
[69] global,hawk
[61] grumman,rq
[55] rq,4b
[46] 4b,global
[46] northrop,frye
[44] general,dynamics
[30] stock,price
[28] grumman,regional

Top Word Pairs in Tweet in G3:
[457] #breaking,group
[457] group,corporate
[457] corporate,tax
[457] tax,dodgers
[457] dodgers,lobbying
[457] lobbying,125
[457] 125,billion
[457] billion,tax
[457] tax,break
[457] break,budget

Top Word Pairs in Tweet in G4:
[135] air,force
[128] yf,23
[127] kadonkey,northrop
[125] northrop,mcdonnell
[125] mcdonnell,douglas
[125] douglas,yf
[125] 23,air
[60] northrop,5e
[53] 57th,fww
[53] fww,northrop

Top Word Pairs in Tweet in G5:
[53] northrop,grumman
[24] nasa,twitter
[18] #branchorks,darpa
[18] twitter,reuters
[17] darpa,usagov
[16] usagov,nasa
[16] reuters,warnermedia
[15] meta,afp
[15] warnermedia,meta
[15] cygnus,cargo

Top Word Pairs in Tweet in G6:
[147] wife,democratic
[147] democratic,rep
[147] rep,ro
[147] ro,khanna
[147] khanna,california
[147] california,ritu
[147] ritu,khanna
[147] khanna,invested
[147] invested,several
[147] several,hundred

Top Word Pairs in Tweet in G7:
[172] ejército,ruso
[172] ruso,noqueó
[172] noqueó,radar
[172] radar,estadounidense
[172] estadounidense,fuerzas
[172] fuerzas,aéreas
[172] aéreas,remataron
[172] remataron,escondía
[172] escondía,casas
[171] innominesomnium,ejército

Top Word Pairs in Tweet in G8:
[140] ro,khanna
[119] maxblumenthal,ro
[119] khanna,wife
[119] wife,heavily
[119] heavily,invested
[119] invested,weapons
[119] weapons,manufacturing
[119] manufacturing,industry
[119] industry,owned
[118] homesickalien80,maxblumenthal

Top Word Pairs in Tweet in G9:
[99] northrop,grumman
[98] damaged,american
[98] american,mobile
[98] mobile,radar
[98] radar,northrop
[98] grumman,counter
[98] counter,battery
[98] battery,fight
[98] fight,handed
[98] handed,over

Top Word Pairs in Tweet in G10:
[187] northrop,grumman
[172] grumman,rq
[115] rq,4b
[104] global,hawk
[71] 4b,global
[69] wipljw,northrop
[45] hawk,forte11
[36] rq,4d
[33] rq,4a
[33] 4a,global

Top Replied-To
Top Replied-To in Entire Graph:
@northrop_xb21
@usnavy
@sean_northrop
@argohydra8
@__________as_as
@northropgrumman
@jenn_northrop
@georgeciveris
@ruby___x
@kinakocz

Top Replied-To in G1:
@kimdotcom

Top Replied-To in G4:
@kadonkey
@violetpilot1

Top Replied-To in G5:
@usnavy
@northropgrumman
@mcfaul
@doctorcop
@twitter
@reuters
@sony
@who
@appleedu
@usnavyeurope

Top Replied-To in G6:
@blackintheempir
@sinizt3r1

Top Replied-To in G8:
@paulsorrentino3
@rokhanna
@hawleymo
@silberj
@maxblumenthal
@southpoint1000
@theboredshow
@laflemm12
@joshtpm
@kathies01

Top Mentioned
Top Mentioned in Entire Graph:
@kimdotcom
@4taxfairness
@kadonkey
@innominesomnium
@neolibtears
@maxblumenthal
@michaelwestbiz
@homesickalien80
@medialens
@200_zoka

Top Mentioned in G1:
@kimdotcom
@polittehnology

Top Mentioned in G2:
@jerryratcliffe
@betterknowyou
@dtube99
@weeklyoptionsus
@dividend_dollar
@defencetoday
@jpduquesnoy
@lookitsjonathan
@modernnavy

Top Mentioned in G3:
@4taxfairness
@nsbe

Top Mentioned in G4:
@kadonkey
@ron_eisele
@violetpilot1
@majestic_air
@thedewline
@ua4wiy_
@flightglobal
@alfieaceinexile
@afhf
@afmuseum

Top Mentioned in G5:
@twitter
@nasa
@northropgrumman
@usagov
@darpa
@us_stratcom
@reuters
@warnermedia
@us_spacecom
@afp

Top Mentioned in G6:
@neolibtears
@benigma2017
@blackintheempir
@kimdotcom
@_ruskadevushka_
@codepink
@royalintel_
@bhadrapunchline

Top Mentioned in G7:
@innominesomnium
@kimdotcom

Top Mentioned in G8:
@maxblumenthal
@homesickalien80
@neolibtears
@dovesandletters
@balancement
@laflemm12
@benigma2017
@hanxfingers
@rokhanna
@chellyb71

Top Mentioned in G9:
@200_zoka
@anluma99
@__carmenlopez
@innominesomnium
@kimdotcom

Top Mentioned in G10:
@wipljw
@itamilradar
@geopoliticainfo
@cavasships
@ameliairheart
@scan_sky
@defencetalk
@200_zoka
@kadonkey
@ua4wiy_

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@alerttrade
@m_m1941
@odio_nao
@radar_assistant
@gambiste1
@lennaleprena
@durobelinda
@crweworld
@libertad717

Top Tweeters in G1:
@billm9
@christinejameis
@4est2j
@eileendiana
@robertgedge
@cesar_garcia_nt
@las2950
@tadei
@juanadarco1
@elsbtmar

Top Tweeters in G2:
@pulpnews
@alerttrade
@radar_assistant
@crweworld
@newsfilterio
@seekingalpha
@chronlaw
@flyin18t
@gezgintrk
@stckpro

Top Tweeters in G3:
@odio_nao
@joni_looking
@rcrockett
@thomasjankow
@digyoursoul
@kaffe_takk
@sandykalano
@deansherrys
@bbkenn92
@stlhd100

Top Tweeters in G4:
@m_m1941
@gus_802
@tres444
@frattigiovanni
@mc_perekis
@frioacero
@utada0511
@majowski1959
@norsemndem
@kaleidoscopet0

Top Tweeters in G5:
@libertad717
@reuters
@business
@skynews
@cnbc
@nypost
@foxnews
@ruffusmd
@abc
@france24

Top Tweeters in G6:
@dgendvil
@brendahazelhur1
@tates5a
@katalin_pota
@march4progress
@mobygrapefan
@linmp1031
@cmarslett
@kelownascott
@kalkua1

Top Tweeters in G7:
@elmalambo
@mikelmoso
@antonovas
@aponwaog
@monicaconyemen
@libertaria120
@7josean7
@zeus_apolo
@miguelmansell
@antoniovalleni1

Top Tweeters in G8:
@lennaleprena
@paulsorrentino3
@60sparkle
@catoletters
@elisha1022
@lsrlinda
@truthtotweet
@lashesxx
@kathies01
@barbaralnewsome

Top Tweeters in G9:
@estigiaed
@pablomtzdelcam1
@salvad_m
@a_m_m_7_7
@juliolxxix
@mariacidada1
@portpartes
@francjfarmo
@kambrone64
@__carmenlopez

Top Tweeters in G10:
@dileguossi
@davasko63
@jesusfernandezn
@shorealonefilms
@lucianoquaranta
@jmedeiros71
@vitvitskiy2220
@ainarsbr11
@kraus_read
@cecil3695cecil


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