General Dynamics, Twitter, 12/20/2022 9:32:22 AM, 286661


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General Dynamics_2022-12-19_21-00-00.xlsx
General Dynamics_2022-12-19_21-00-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 20, 2022
Short Description:
General Dynamics via NodeXL https://bit.ly/3PI7VAk
@theworldindex
@benjaminnorton
@aviationhistgal
@humanoidhistory
@samuel_xl5
@gardaaramis
@jd3nt0n
@s_m_marandi
@jans_red
@playhardfunhard

Top hashtags:
#clearances
#securityclearances
#thebadbatch
#44f166
#44f169

Description:
Description
The graph represents a network of 3,370 Twitter users whose tweets in the requested range contained "General Dynamics", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 20 December 2022 at 05:03 UTC.

The requested start date was Tuesday, 20 December 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, 4-minute period from Tuesday, 06 December 2022 at 01:30 UTC to Monday, 19 December 2022 at 23:34 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 : 3370
Unique Edges : 1399
Edges With Duplicates : 4349
Total Edges : 5748
Number of Edge Types : 5
Retweet : 1854
MentionsInRetweet : 2023
Mentions : 485
Tweet : 969
Replies to : 417
Self-Loops : 979
Reciprocated Vertex Pair Ratio : 0.00817051509769094
Reciprocated Edge Ratio : 0.0162085976039464
Connected Components : 754
Single-Vertex Connected Components : 303
Maximum Vertices in a Connected Component : 929
Maximum Edges in a Connected Component : 1887
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 5.845759
Graph Density : 0.000249966310037495
Modularity : 0.516997
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,370 Twitter users whose tweets in the requested range contained "General Dynamics", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 20 December 2022 at 05:03 UTC.

The requested start date was Tuesday, 20 December 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, 4-minute period from Tuesday, 06 December 2022 at 01:30 UTC to Monday, 19 December 2022 at 23:34 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 : General Dynamics
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:
[23] https://forum.warthunder.com/index.php?/topic/547664-general-dynamics-f-16xl-the-falcon-with-delta-wing/
[23] https://forum.warthunder.com/index.php?/topic/533749-m113-90v-apc-converted-into-afv/
[14] https://www.aviationphotocompany.com/p934046062/hA3B0C102
[12] https://globe.adsbexchange.com/?icao=44F102
[12] https://globe.adsbexchange.com/?icao=44F1A4
[12] https://globe.adsbexchange.com/?icao=44F169
[12] https://cobi.pl/en/armed-forces/m1a2-abrams,art,13165.html
[11] https://globe.adsbexchange.com/?icao=44F166
[11] https://cobi.eu/pl/produkt/m1a2-sepv3-abrams,13515
[10] https://www.aviationphotocompany.com/p934046062/h5E56B07

Top URLs in Tweet in G1:
[12] https://globe.adsbexchange.com/?icao=44F102
[12] https://globe.adsbexchange.com/?icao=44F169
[12] https://globe.adsbexchange.com/?icao=44F1A4
[11] https://globe.adsbexchange.com/?icao=44F166
[10] https://globe.adsbexchange.com/?icao=44F164
[8] https://globe.adsbexchange.com/?icao=44f101
[8] https://globe.adsbexchange.com/?icao=44F041
[7] https://www.nextgov.com/emerging-tech/2022/12/gdit-led-coalition-working-drive-5g-adoption-across-government/380755/
[7] https://globe.adsbexchange.com/?icao=44F142
[7] https://globe.adsbexchange.com/?icao=44F101

Top URLs in Tweet in G2:
[1] https://www.youtube.com/watch?v=TbTzU92-kWc


Top URLs in Tweet in G3:
[1] https://www.forbes.com/sites/dominicdudley/2022/12/05/arms-sales-by-worlds-biggest-defense-companies-rise-to-almost-600-billion/

Top URLs in Tweet in G4:
[1] https://twitter.com/venkatesh_Ragu/status/1576640459505475584

Top URLs in Tweet in G6:
[1] https://www.spiegel.de/ausland/sipri-bericht-so-viel-umsatz-machen-die-groessten-waffenkonzerne-der-welt-a-e1ccd0fb-309b-46c7-97f0-08ca9a82c7d5

Top URLs in Tweet in G7:
[14] https://www.aviationphotocompany.com/p934046062/hA3B0C102
[10] https://www.aviationphotocompany.com/p934046062/h5E56B07
[8] https://www.aviationphotocompany.com/p934046062/hA51A85CF
[7] https://www.aviationphotocompany.com/p934046062/hC56AAEED
[6] https://www.aviationphotocompany.com/p89933958
[6] https://www.aviationphotocompany.com/p934046062/hC399AB98
[6] https://www.aviationphotocompany.com/p934046062/h8B2386AD
[4] https://www.aviationphotocompany.com/p934046062/h8C64E344
[2] https://www.aviationphotocompany.com/p270284351
[1] https://www.aviationphotocompany.com/p934046062/hA3867021

Top URLs in Tweet in G8:
[1] https://twitter.com/joshg99/status/1601639594264760321

Top URLs in Tweet in G9:
[9] https://nationalinterest.org/blog/buzz/army%E2%80%99s-future-will-be-built-ai-and-robots-205342
[3] https://www.navalnews.com/naval-news/2022/12/general-dynamics-nassco-lays-keel-of-4th-john-lewis-oiler/
[2] https://nationalinterest.org/blog/buzz/abramsx-america%E2%80%99s-next-tank-could-revolutionize-ground-war-205230
[1] https://nationalinterest.org/blog/buzz/marines%E2%80%99-newest-vehicle-will-be-drone-warfare-juggernaut-203860
[1] https://nationalinterest.org/blog/buzz/general-dynamics%E2%80%99-new-strykerx-will-blow-away-competition-205341
[1] https://www.airfighters.com/photo/167426/M/Greece-Air-Force/General-Dynamics-F-16C-Fighting-Falcon/518/
[1] https://www.airfighters.com/photo/167408/M/Greece-Air-Force/General-Dynamics-F-16D-Fighting-Falcon/603/
[1] https://www.airfighters.com/photo/167409/M/Greece-Air-Force/General-Dynamics-F-16D-Fighting-Falcon/603/
[1] https://www.airfighters.com/photo/167418/M/Greece-Air-Force/General-Dynamics-F-16C-Fighting-Falcon/505/
[1] https://www.airfighters.com/photo/167654/M/Greece-Air-Force/General-Dynamics-F-16C-Fighting-Falcon/505/

Top Domains
Top Domains in Tweet in Entire Graph:
[174] adsbexchange.com
[118] google.com
[64] aviationphotocompany.com
[54] twitter.com
[54] gocleared.com
[47] warthunder.com
[27] zobjobs.com
[26] jobboardsearch.com
[14] beeken.io
[13] nationalinterest.org

Top Domains in Tweet in G1:
[174] adsbexchange.com
[118] google.com
[28] twitter.com
[27] zobjobs.com
[13] flightradar24.com
[13] radarbox.com
[11] amazon.com
[9] arxiv.org
[8] linkedin.com
[7] nextgov.com

Top Domains in Tweet in G2:
[1] youtube.com

Top Domains in Tweet in G3:
[1] forbes.com

Top Domains in Tweet in G4:
[1] twitter.com

Top Domains in Tweet in G6:
[1] spiegel.de

Top Domains in Tweet in G7:
[64] aviationphotocompany.com

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

Top Domains in Tweet in G9:
[13] nationalinterest.org
[6] airfighters.com
[3] navalnews.com
[2] govconwire.com
[1] austalusa.com
[1] defenceindustrynews.com
[1] gdmissionsystems.com
[1] austal.com
[1] defensenews.com
[1] navaltoday.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[53] clearances
[53] securityclearances
[36] thebadbatch
[25] 44f166
[25] 44f169
[25] jobalert
[25] jobsearch
[24] jobseekers
[22] avgeeks
[22] jobs



Top Hashtags in Tweet in G1:
[25] 44f169
[25] 44f166
[19] 44f164
[18] 44f102
[17] 44f1a4
[15] 44f041
[14] avgeeks
[14] systemsengineer
[13] osint
[13] 44f040

Top Hashtags in Tweet in G4:
[1] members
[1] mohapi
[1] abm
[1] repression
[1] political
[1] dynamics
[1] movement
[1] cubans
[1] voted
[1] elect

Top Hashtags in Tweet in G7:
[9] avgeek
[9] aviation
[8] avgeeks
[8] planespotting
[4] nlspot
[1] aviationdaily
[1] aviationphotography
[1] haveglass
[1] canoneos

Top Hashtags in Tweet in G9:
[8] soudaafb
[8] 115cw
[6] star
[6] 343sqn
[6] f16block52
[5] haf
[5] hellenicairforce
[4] fightingfalcon
[4] 340sqn
[4] fox

Top Words
Top Words in Tweet in Entire Graph:
[2275] general
[2199] dynamics
[768] ºðÿ
[660] lockheed
[656] companies
[526] arms
[517] largest
[488] raytheon
[482] martin
[436] boeing

Top Words in Tweet in G1:
[680] general
[674] dynamics
[352] air
[307] fighting
[304] falcon
[291] ft
[266] belgian
[259] 16am
[258] component
[233] fa

Top Words in Tweet in G2:
[676] ºðÿ
[275] 41
[275] producing
[275] 60
[275] arms
[275] 85b
[275] 34b
[275] raytheon
[275] boeing
[275] companies

Top Words in Tweet in G3:
[376] sales
[191] arms
[191] companies
[190] largest
[188] billion
[188] 100
[188] past
[188] 50
[188] year
[188] 592

Top Words in Tweet in G4:
[128] companies
[125] lockheed
[115] people
[113] merchant
[113] invest
[113] such
[113] death
[113] mean
[113] manage
[113] those

Top Words in Tweet in G5:
[81] reports
[81] contract
[81] dynamics
[81] general
[80] contracted
[80] handle
[80] august
[80] joshg99
[80] covid
[80] vaccines

Top Words in Tweet in G6:
[120] grã
[73] die
[72] 100
[72] erde
[72] usa
[72] krieg
[72] sitz
[72] 40
[71] danieleganser
[60] geschã

Top Words in Tweet in G7:
[104] dynamics
[104] general
[65] 16
[56] more
[53] fighting
[50] images
[48] aviationphotoco
[45] falcon
[37] usaf
[37] tfs

Top Words in Tweet in G8:
[66] cdc
[64] foia
[64] surveillance
[64] aider
[64] engagées
[64] entreprises
[64] contrats
[64] réponse
[64] requête
[63] sécuri

Top Words in Tweet in G9:
[42] general
[40] dynamics
[15] systems
[14] land
[14] support
[13] thenatlinterest
[12] inc
[12] corp
[10] afb
[10] souda

Top Words in Tweet in G10:
[62] gd2000
[62] ruggedized
[62] looks
[62] far
[62] itronix
[62] 2000's
[62] late
[62] dynamics
[62] back
[62] general

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1727] general,dynamics
[499] largest,arms
[475] lockheed,martin
[358] fighting,falcon
[306] boeing,33
[306] raytheon,41
[306] 60,34b
[306] 41,85b
[306] martin,60
[305] arms,producing

Top Word Pairs in Tweet in G1:
[576] general,dynamics
[303] fighting,falcon
[266] belgian,air
[259] 16am,fighting
[258] dynamics,16am
[258] component,general
[258] air,component
[225] falcon,fa
[161] try,tracking
[161] location,unknown

Top Word Pairs in Tweet in G2:
[275] 41,85b
[275] 60,34b
[275] 33,42b
[275] martin,60
[275] producing,companies
[275] boeing,33
[275] largest,arms
[275] lockheed,martin
[275] raytheon,41
[275] arms,producing

Top Word Pairs in Tweet in G3:
[190] largest,arms
[188] weapons,sales
[188] past,year
[188] companies,hit
[188] 100,largest
[188] 50,sales
[188] year,50
[188] hit,592
[188] 592,billion
[188] arms,companies

Top Word Pairs in Tweet in G4:
[113] manage,companies
[113] invest,manage
[113] such,lockheed
[113] people,those
[113] those,invest
[113] merchant,death
[113] companies,such
[113] mean,people
[113] death,mean
[112] s_m_marandi,merchant

Top Word Pairs in Tweet in G5:
[81] general,dynamics
[80] covid,19
[80] 2020,cdc
[80] vaccines,contract
[80] handle,vaers
[80] late,august
[80] contracted,general
[80] reports,covid
[80] cdc,contracted
[80] vaers,reports

Top Word Pairs in Tweet in G6:
[72] erde,40
[72] sitz,usa
[72] 40,sitz
[72] usa,die
[71] danieleganser,krieg
[60] geschã,ft
[60] rã,stungskonzernen
[60] ssten,waffâ
[60] stungskonzernen,erde
[60] die,grã

Top Word Pairs in Tweet in G7:
[104] general,dynamics
[45] fighting,falcon
[41] 16,images
[41] more,16
[37] tfs,general
[32] aviationphotoco,usaf
[28] violetpilot1,general
[28] 16a,fighting
[28] dynamics,16a
[24] dynamics,16

Top Word Pairs in Tweet in G8:
[64] réponse,requête
[64] aider,surveillance
[64] engagées,aider
[64] entreprises,engagées
[64] foia,contrats
[64] cdc,entreprises
[64] requête,foia
[64] contrats,cdc
[63] surveillance,sécuri
[63] statchriscotton,réponse

Top Word Pairs in Tweet in G9:
[40] general,dynamics
[14] land,systems
[14] dynamics,land
[11] thenatlinterest,general
[10] block,52
[10] afb,2015
[10] souda,afb
[9] modernization,strategy
[9] seeking,support
[9] strategy,vision

Top Word Pairs in Tweet in G10:
[62] back,late
[62] dynamics,made
[62] know,ruggedized
[62] gd2000,far
[62] palmtop,looks
[62] far,know
[62] made,itronix
[62] ruggedized,palmtop
[62] late,2000's
[62] 2000's,general

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@theworldindex
@benjaminnorton
@s_m_marandi
@joshg99
@danieleganser
@statchriscotton
@unseenops
@aviationphotoco
@usfreedomflyers
@shabb03

Top Mentioned in G1:
@taekookabofest
@marianmhaworth4
@mt_lake2020
@goeliath

Top Mentioned in G2:
@theworldindex

Top Mentioned in G3:
@benjaminnorton
@theworldindex
@gbbranstetter
@baylor
@thinkin_dark
@kaiyedy

Top Mentioned in G4:
@s_m_marandi
@venkatesh_ragu
@benjaminnorton
@theworldindex
@mattyaintshit

Top Mentioned in G5:
@joshg99

Top Mentioned in G6:
@danieleganser

Top Mentioned in G7:
@aviationphotoco
@violetpilot1
@gibdan1
@allehens73
@basdelaat77
@scan_sky
@air_intel
@spad5017
@custodiorubens

Top Mentioned in G8:
@statchriscotton
@joshg99
@openvaers

Top Mentioned in G9:
@thenatlinterest
@navalnewscom
@usnavy
@potus
@stam_a337
@gdnassco
@generaldynamics
@usarmy
@us5thfleet
@thecvn69

Top Mentioned in G10:
@unseenops

Top Tweeters
Top Tweeters in Entire Graph:
@yoshiki7111
@jurylady5
@gambiste1
@newsoneplace
@crweworld
@jacekwierzbicki
@flashalert_me
@billm9
@newsfilterio
@john1966olsen

Top Tweeters in G1:
@yoshiki7111
@newsoneplace
@crweworld
@jacekwierzbicki
@flashalert_me
@newsfilterio
@marketcurrents
@stckpro
@handsome_jake_
@quantisnow

Top Tweeters in G2:
@c_coolidge
@johnrarulraj
@naveenku555
@donnamoon81146
@tadimayor
@arsalanh_khan
@fleurdelis30
@awarespirit369
@dhonipankaj7
@mohitkumar10092

Top Tweeters in G3:
@jurylady5
@tates5a
@redot2005
@hommeebene1998
@i_aint_doit
@realdavidcarter
@simon_a_wood
@iamjadebrieanne
@miyamaeyukari
@stillawake

Top Tweeters in G4:
@brendahazelhur1
@pingachoo
@riverasunauthor
@ksmth2000
@ishakaa
@vviewssonicmair
@isuphjt
@luismanuelcern1
@lindanord9
@tasaurus

Top Tweeters in G5:
@plivestrong
@annika1021
@vmetu
@daniellenorgedm
@paddynenagh
@maryspes
@ukbbnblue
@scotchnutz
@lyndacsmith
@ghost_maga

Top Tweeters in G6:
@mydaphne
@superkalifragi4
@stphani27713364
@oexoe
@mfrei9
@christi14838157
@russiagoto
@paurueb
@arianepasch
@mkravu

Top Tweeters in G7:
@snugbucket
@aydintasoglu73
@geersixx
@ivynewsmedia
@wingsofcrystal
@jiggysevilla
@seiryu6198
@l7fgarcia69
@custodiorubens
@date41081

Top Tweeters in G8:
@thalassa2008
@diabolo741
@debrouille92
@jackimbe
@andre002nicolas
@kittylt
@bricolix
@brivarel
@natilo999
@crypto_execute

Top Tweeters in G9:
@john1966olsen
@nydailynews
@treda10
@pdm1pnqzxsoogmi
@gardaaramis
@josephbvarner
@oligomersun
@maxrazumov
@sigma19001
@f86d_

Top Tweeters in G10:
@narumiakira
@note0157h7
@mixa_black
@teriac
@fooled_trooper
@behemous
@0k_ultra
@raskulrotweiler
@mattybeejelly
@mzjosef


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