General Dynamics, Twitter, 12/13/2022 9:33:18 AM, 286176


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General Dynamics_2022-12-12_21-00-00.xlsx
General Dynamics_2022-12-12_21-00-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 13, 2022
Short Description:
General Dynamics via NodeXL https://bit.ly/3Wb1jg3
@theworldindex
@dewszt
@admkuznetsov45
@benjaminnorton
@s_m_marandi
@corruptedliars
@lalafitzgerald1
@smart_big_data
@kadonkey
@matataracoco

Top hashtags:
#jobalert
#jobsearch
#jobseekers
#44f169
#44f166
#44f102

Description:
Description
The graph represents a network of 3,997 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, 13 December 2022 at 05:04 UTC.

The requested start date was Tuesday, 13 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, 21-hour, 34-minute period from Tuesday, 29 November 2022 at 02:00 UTC to Monday, 12 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 : 3997
Unique Edges : 1493
Edges With Duplicates : 5304
Total Edges : 6797
Number of Edge Types : 5
Retweet : 2365
MentionsInRetweet : 2545
Replies to : 443
Tweet : 904
Mentions : 540
Self-Loops : 920
Reciprocated Vertex Pair Ratio : 0.00409237065185618
Reciprocated Edge Ratio : 0.00815138282387191
Connected Components : 788
Single-Vertex Connected Components : 317
Maximum Vertices in a Connected Component : 1110
Maximum Edges in a Connected Component : 2299
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.213249
Graph Density : 0.000215063700177536
Modularity : 0.524422
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,997 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, 13 December 2022 at 05:04 UTC.

The requested start date was Tuesday, 13 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, 21-hour, 34-minute period from Tuesday, 29 November 2022 at 02:00 UTC to Monday, 12 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:
[16] https://www.aviationphotocompany.com/p934046062/hC298CF48
[15] https://globe.adsbexchange.com/?icao=44F169
[15] https://globe.adsbexchange.com/?icao=44F102
[13] https://dreamsfutures.blogspot.com/2022/09/general-dynamics-f-16-fighting-falcon.html
[12] https://globe.adsbexchange.com/?icao=44F1A4
[12] https://cobi.pl/en/armed-forces/m1a2-abrams,art,13165.html
[11] https://globe.adsbexchange.com/?icao=44F166
[10] https://globe.adsbexchange.com/?icao=44F107
[9] https://www.aviationphotocompany.com/p934046062/hA3B0C102
[9] https://globe.adsbexchange.com/?icao=44F164

Top URLs in Tweet in G2:
[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 G3:
[15] https://globe.adsbexchange.com/?icao=44F102
[15] 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=44F107
[9] https://globe.adsbexchange.com/?icao=44F164
[8] https://globe.adsbexchange.com/?icao=44F187
[5] https://globe.adsbexchange.com/?icao=44f101
[4] https://twitter.com/tamsully12/status/1598690198828847106
[4] http://trollcolors.com/TrollCatch.php?SetThisStock=GD&SetThisPeriod=6-Week&SetThisDisplayMatrix=4x4&PriceModel=Dollar&thisZoomedGraph=-1

Top URLs in Tweet in G5:
[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 G6:
[1] https://twitter.com/venkatesh_Ragu/status/1576640459505475584

Top URLs in Tweet in G7:
[1] https://jackanapes.substack.com/p/foiad-contracts-show-cdc-expected

Top URLs in Tweet in G8:
[16] https://www.aviationphotocompany.com/p934046062/hC298CF48
[9] https://www.aviationphotocompany.com/p934046062/hA3B0C102
[7] 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
[5] https://www.aviationphotocompany.com/p934046062/h837004EF
[4] https://www.aviationphotocompany.com/p934046062/h8C64E344
[4] https://www.aviationphotocompany.com/p934046062/h8B237865
[2] https://www.aviationphotocompany.com/p270284351

Top URLs in Tweet in G10:
[1] https://twitter.com/joshg99/status/1601639594264760321

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[37] jobalert
[35] jobsearch
[35] jobseekers
[30] 44f169
[27] 44f166
[25] 44f102
[22] remotejob
[22] remotework
[22] wfh
[20] jobs



Top Hashtags in Tweet in G3:
[30] 44f169
[27] 44f166
[25] 44f102
[20] 44f1a4
[18] 44f164
[18] 44f187
[17] 44f107
[12] systemsengineer
[11] jobs
[11] avgeeks

Top Hashtags in Tweet in G7:
[1] vaers
[1] corruption
[1] auditthesystem

Top Hashtags in Tweet in G8:
[8] avgeek
[8] avgeeks
[8] aviation
[8] planespotting
[1] aviationdaily
[1] aviationphotography
[1] haveglass
[1] paf
[1] f16
[1] falcon

Top Words
Top Words in Tweet in Entire Graph:
[2781] general
[2262] dynamics
[1594] ºðÿ
[750] lockheed
[728] companies
[652] grã
[611] arms
[607] largest
[590] ft
[567] martin

Top Words in Tweet in G1:
[1453] ºðÿ
[369] producing
[369] 41
[369] 2021
[369] lockheed
[369] 42b
[369] arms
[369] 85b
[369] 33
[369] world's

Top Words in Tweet in G2:
[644] grã
[333] die
[332] 100
[332] erde
[332] usa
[332] krieg
[332] sitz
[332] 40
[331] danieleganser
[322] geschã

Top Words in Tweet in G3:
[677] general
[668] dynamics
[325] air
[277] fighting
[273] falcon
[265] ft
[242] 16am
[230] belgian
[225] component
[212] flight

Top Words in Tweet in G4:
[267] dynamics
[267] general
[265] program
[265] 8mm
[265] cased
[265] rifle
[265] ngsw
[265] dewszt
[265] polymer
[265] bullpup

Top Words in Tweet in G5:
[370] sales
[189] arms
[188] companies
[187] largest
[185] 50
[185] weapons
[185] past
[185] benjaminnorton
[185] billion
[185] hit

Top Words in Tweet in G6:
[122] companies
[119] lockheed
[110] people
[108] merchant
[108] invest
[108] such
[108] death
[108] mean
[108] manage
[108] those

Top Words in Tweet in G7:
[108] general
[108] dynamics
[82] cdc
[82] reports
[81] 19
[81] contracted
[81] handle
[81] covid
[81] vaers
[74] contract

Top Words in Tweet in G8:
[120] dynamics
[120] general
[102] fighting
[94] falcon
[68] force
[68] air
[58] more
[50] 2000lb
[50] 16bm
[50] drops

Top Words in Tweet in G9:
[445] general
[115] dollar
[75] tamsully12
[66] electric
[66] motors
[63] mills
[57] attorneys
[56] curmudgeon1836
[54] foodâ
[19] dynamics

Top Words in Tweet in G10:
[64] cdc
[63] foia
[63] surveillance
[63] aider
[63] engagées
[63] entreprises
[63] contrats
[63] réponse
[63] requête
[62] sécuri

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1854] general,dynamics
[587] largest,arms
[562] lockheed,martin
[399] world's,largest
[397] arms,producing
[396] companies,2021
[396] boeing,33
[396] raytheon,41
[396] 60,34b
[396] 41,85b

Top Word Pairs in Tweet in G1:
[369] 41,85b
[369] world's,largest
[369] 60,34b
[369] 33,42b
[369] martin,60
[369] producing,companies
[369] boeing,33
[369] largest,arms
[369] lockheed,martin
[369] raytheon,41

Top Word Pairs in Tweet in G2:
[332] erde,40
[332] sitz,usa
[332] 40,sitz
[332] usa,die
[331] danieleganser,krieg
[322] geschã,ft
[322] rã,stungskonzernen
[322] stungskonzernen,erde
[322] die,grã
[322] 100,grã

Top Word Pairs in Tweet in G3:
[572] general,dynamics
[272] fighting,falcon
[242] 16am,fighting
[241] dynamics,16am
[230] belgian,air
[225] component,general
[225] air,component
[206] falcon,fa
[128] location,unknown
[127] try,tracking

Top Word Pairs in Tweet in G4:
[267] general,dynamics
[265] rifle,army
[265] cased,cartridge
[265] 8mm,polymer
[265] dewszt,general
[265] polymer,cased
[265] dynamics,bullpup
[265] chambered,8mm
[265] program,chambered
[265] bullpup,assault

Top Word Pairs in Tweet in G5:
[187] largest,arms
[185] companies,hit
[185] arms,companies
[185] billion,past
[185] 100,largest
[185] past,year
[185] weapons,sales
[185] 50,sales
[185] 592,billion
[185] hit,592

Top Word Pairs in Tweet in G6:
[108] manage,companies
[108] invest,manage
[108] such,lockheed
[108] people,those
[108] those,invest
[108] merchant,death
[108] companies,such
[108] mean,people
[108] death,mean
[107] s_m_marandi,merchant

Top Word Pairs in Tweet in G7:
[108] general,dynamics
[81] covid,19
[81] handle,vaers
[81] contracted,general
[81] reports,covid
[81] cdc,contracted
[81] vaers,reports
[81] dynamics,handle
[72] 2020,cdc
[72] vaccines,contract

Top Word Pairs in Tweet in G8:
[120] general,dynamics
[94] fighting,falcon
[68] air,force
[59] force,general
[50] 401,drops
[50] two,2000lb
[50] dynamics,16bm
[50] falcon,401
[50] 2000lb,gbu
[50] 16bm,fighting

Top Word Pairs in Tweet in G9:
[115] general,general
[73] tamsully12,general
[66] general,electric
[66] general,motors
[65] electric,general
[63] general,mills
[63] mills,general
[58] dollar,general
[57] general,dollar
[57] attorneys,general

Top Word Pairs in Tweet in G10:
[63] requête,foia
[63] engagées,aider
[63] contrats,cdc
[63] entreprises,engagées
[63] foia,contrats
[63] réponse,requête
[63] cdc,entreprises
[63] aider,surveillance
[62] statchriscotton,réponse
[62] surveillance,sécuri

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@theworldindex
@danieleganser
@dewszt
@benjaminnorton
@s_m_marandi
@joshg99
@statchriscotton
@tamsully12
@unseenops
@curmudgeon1836

Top Mentioned in G1:
@theworldindex

Top Mentioned in G2:
@danieleganser

Top Mentioned in G3:
@gocleared
@herodividend
@marcogarrido90
@smarties7319
@clearancejobs
@marianmhaworth4
@mt_lake2020

Top Mentioned in G4:
@dewszt
@theworldindex

Top Mentioned in G5:
@benjaminnorton
@theworldindex
@gbbranstetter
@baylor
@thinkin_dark
@kaiyedy
@vinegarjoe3

Top Mentioned in G6:
@s_m_marandi
@pjtatts
@venkatesh_ragu
@benjaminnorton
@theworldindex
@mattyaintshit

Top Mentioned in G7:
@joshg99
@openvaers
@emmafle42585779
@statchriscotton

Top Mentioned in G8:
@aviationphotoco
@kadonkey
@gibdan1
@dewszt
@air_intel
@scan_sky

Top Mentioned in G9:
@tamsully12
@curmudgeon1836

Top Mentioned in G10:
@statchriscotton
@joshg99

Top Tweeters
Top Tweeters in Entire Graph:
@yoshiki7111
@jurylady5
@gambiste1
@newsoneplace
@marketbeatcom
@faby_nava77
@jacekwierzbicki
@flashalert_me
@billm9
@newsfilterio

Top Tweeters in G1:
@faby_nava77
@c_coolidge
@mark45dominic
@rioskeca
@muharusta
@timg33
@donnamoon81146
@magedsk949
@tadimayor
@scarletm1926

Top Tweeters in G2:
@pmo_w
@artep21
@pipo1245671
@mydaphne
@48rieck
@john74244709
@witzigwalter
@manou77633472
@wahemue
@johannes135

Top Tweeters in G3:
@yoshiki7111
@newsoneplace
@marketbeatcom
@jacekwierzbicki
@flashalert_me
@newsfilterio
@marketcurrents
@quantisnow
@investingstockz
@bluntstatement

Top Tweeters in G4:
@yanasssa
@12sironeko28
@niku25252929
@xgu1zqr2tdkg3dn
@a10_gau8
@godzilla1914189
@kasityzar
@90mm_kanon
@kathlee60308910
@hatredknight

Top Tweeters in G5:
@jurylady5
@redot2005
@hommeebene1998
@i_aint_doit
@realdavidcarter
@simon_a_wood
@iamjadebrieanne
@miyamaeyukari
@stillawake
@leftboomer

Top Tweeters in G6:
@brendahazelhur1
@tates5a
@pingachoo
@riverasunauthor
@ksmth2000
@ishakaa
@atlantiso1
@vviewssonicmair
@isuphjt
@luismanuelcern1

Top Tweeters in G7:
@plivestrong
@daniellenorgedm
@paddynenagh
@maryspes
@ukbbnblue
@scotchnutz
@lyndacsmith
@ghost_maga
@jennifernotl
@jamiearrington

Top Tweeters in G8:
@nnmk2
@aydintasoglu73
@jazzfunklovers
@yvanzaire
@raptorman65
@grunherzjager
@jiggysevilla
@ash_institute
@custodiorubens
@redhotandrollin

Top Tweeters in G9:
@anickel4thought
@mixmalikmarvel
@cherishedsolace
@eggys0ul
@janzaxbee
@kiss_bliss
@ad_it_up__
@jaypatofficial
@lakelady568
@curmudgeon1836

Top Tweeters in G10:
@thalassa2008
@diabolo741
@debrouille92
@jackimbe
@andre002nicolas
@kittylt
@bricolix
@brivarel
@natilo999
@crypto_execute


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