General Dynamics, Twitter, 9/21/2021 5:06:17 AM, 262532


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General Dynamics_2021-09-20_20-48-00.xlsx
General Dynamics_2021-09-20_20-48-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 21, 2021
Short Description:
General Dynamics via NodeXL https://bit.ly/3EAH6Iw
@alwebbj
@benjaminnorton
@danpriceseattle
@proklausschwab
@ailsaforshaw
@caligirlleftie
@ohcee420
@willrock2424
@fireytopaz
@progressivepush

Top hashtags:
#general
#44f1a6
#f16
#afghanistan
#44f183
#stockstowatch

Description:
Description
The graph represents a network of 5,768 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, 21 September 2021 at 03:52 UTC.

The requested start date was Tuesday, 21 September 2021 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, 56-minute period from Tuesday, 07 September 2021 at 00:01 UTC to Monday, 20 September 2021 at 23:58 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 : 5768
Unique Edges : 2115
Edges With Duplicates : 8546
Total Edges : 10661
Number of Edge Types : 5
Tweet : 924
Retweet : 3986
MentionsInRetweet : 4472
Mentions : 707
Replies to : 572
Self-Loops : 956
Reciprocated Vertex Pair Ratio : 0.00553571428571429
Reciprocated Edge Ratio : 0.011010477712662
Connected Components : 785
Single-Vertex Connected Components : 292
Maximum Vertices in a Connected Component : 2935
Maximum Edges in a Connected Component : 6210
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 5.540516
Graph Density : 0.000169281821795875
Modularity : 0.528964
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,768 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, 21 September 2021 at 03:52 UTC.

The requested start date was Tuesday, 21 September 2021 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, 56-minute period from Tuesday, 07 September 2021 at 00:01 UTC to Monday, 20 September 2021 at 23:58 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:
[25] https://citizenfreepress.com/breaking/false-rumor-general-dynamics-has-not-cancelled-vaccine-mandate/
[19] https://notmainstreamnews.us/general-dynamics-corporation-cancels-vaccine-mandate-after-roughly-40-of-employees-decline-the-jab-threaten-to-walk/
[16] https://bsmarker.com
[12] https://www.investmentwatchblog.com/general-dynamics-corp-has-canceled-their-vaccine-mandate-after-roughly-40-of-their-employees-declined-the-jab-threatened-to-quit/
[12] https://www.aviationphotocompany.com/p934046062/h80BFEF09
[12] https://watson.brown.edu/costsofwar/papers/2021/ProfitsOfWar
[12] https://globe.adsbexchange.com/?icao=44F1A6
[11] https://lfpress.com/news/local-news/gdls-plant-in-london-to-require-covid-vaccination
[10] https://globe.adsbexchange.com/?icao=44F147
[9] https://falcons.pk/photo/General-Dynamics-F-16BM-Fighting-Falcon/3713

Top URLs in Tweet in G1:
[1] https://notmainstreamnews.us/general-dynamics-corporation-cancels-vaccine-mandate-after-roughly-40-of-employees-decline-the-jab-threaten-to-walk/

Top URLs in Tweet in G2:
[2] https://www.defenceturk.net/m-shorad-hava-savunma-sistemi-icin-ek-gorev-ekipman-paketi
[2] https://www.defenceturk.net/trophy-aktif-koruma-sistemi-ile-donatilan-abrams-tanki-ilk-kez-tanitilacak

Top URLs in Tweet in G3:
[1] https://watson.brown.edu/costsofwar/papers/2021/ProfitsOfWar
[1] https://theintercept.com/2021/08/16/afghanistan-war-defense-stocks/
[1] https://twitter.com/wikileaks/status/1437758277404659719
[1] https://www.nakedcapitalism.com/2021/09/up-to-half-of-the-14-trillion-spent-by-pentagon-since-9-11-has-gone-to-war-profiteers.html

Top URLs in Tweet in G5:
[8] https://www.youtube.com/watch?t=41&v=DyruzLjVwbc&feature=youtu.be
[5] https://watson.brown.edu/costsofwar/papers/2021/ProfitsOfWar
[4] https://www.earningsfly.com/stocks/gd?source=twitter-income
[3] https://www.journaldemontreal.com/2021/09/14/salaberry-de-valleyfield-encore-une-explosion-chez-general-dynamics
[3] https://consortiumnews.com/2021/09/14/that-14-trillion-spent-by-pentagon-since-9-11/
[3] https://www.investmentwatchblog.com/general-dynamics-corp-has-canceled-their-vaccine-mandate-after-roughly-40-of-their-employees-declined-the-jab-threatened-to-quit/
[2] https://trinsoft.com/blog/2021/09/09/dynamics-gp-tip-additional-user-defined-fields-in-general-ledger-transaction-entry/
[2] https://www.instagram.com/accounts/login/
[2] https://www.theguardian.com/commentisfree/2021/sep/11/us-afghanistan-iraq-defense-spending
[2] https://theberkshireedge.com/business-briefs-general-dynamics-donates-to-berkshire-innovation-center-berkshire-money-management-eagle-distribute-school-supplies-litnet-shaker-museum-add-to-boards/

Top URLs in Tweet in G6:
[1] https://www.esquire.com/news-politics/a37575881/14-trillion-defense-spending-costs-of-war-project/

Top URLs in Tweet in G7:
[23] https://citizenfreepress.com/breaking/false-rumor-general-dynamics-has-not-cancelled-vaccine-mandate/
[3] https://www.dailyadvent.com/news/83b26b5454e752416df79f05d901c4f4-False-Rumor--General-Dynamics-has-not-cancelled-Vaccine-Mandate
[1] https://www.investmentwatchblog.com/general-dynamics-corp-has-canceled-their-vaccine-mandate-after-roughly-40-of-their-employees-declined-the-jab-threatened-to-quit/?fbclid=IwAR1slLrhf10D8pdbzy8EGFUGh0bmeK6Ulcqmudspm7yN0EZmueQWq_3GA98
[1] https://twitter.com/kvoa/status/1439021986429218821
[1] https://notmainstreamnews.us/general-dynamics-corporation-cancels-vaccine-mandate-after-roughly-40-of-employees-decline-the-jab-threaten-to-walk/
[1] https://www.investmentwatchblog.com/general-dynamics-corp-has-canceled-their-vaccine-mandate-after-roughly-40-of-their-employees-declined-the-jab-threatened-to-quit/

Top URLs in Tweet in G8:
[2] https://projects.propublica.org/coronavirus-contracts/contracts/47QTCK18D0003
[2] https://notmainstreamnews.us/general-dynamics-corporation-cancels-vaccine-mandate-after-roughly-40-of-employees-decline-the-jab-threaten-to-walk/
[2] https://lfpress.com/news/local-news/gdls-plant-in-london-to-require-covid-vaccination
[1] https://www.dailyadvent.com/news/83b26b5454e752416df79f05d901c4f4-False-Rumor--General-Dynamics-has-not-cancelled-Vaccine-Mandate
[1] https://www.gd.com/Articles/2015/04/09/general-dynamics-support-centers-disease-control-vaccine-tracking
[1] https://www.dailyadvent.com/gb/news/108776fe20fa563cab2ce3a1154f90d7-General-Dynamics-adopts-mandatory-COVID19-vaccination-policy
[1] https://twitter.com/ShannonJoyRadio/status/1438992768685289474

Top URLs in Tweet in G9:
[2] https://www.aviationphotocompany.com/p934046062/h80BFEF09
[1] https://www.armyrecognition.com/dsei_2021_news_official_land_zone_publication_online_show_daily/dsei_2021_general_dynamics_displays_anti-tank_variant_of_ajax_light_tracked_armored_vehicles.html
[1] https://www.armyrecognition.com/mspo_2021_news_official_show_daily/mspo_2021_general_dynamics_presents_m1a2_abrams_sep_v2_tank_fitted_with_trophy_aps.html
[1] https://www.airfighters.com/photo/231253/M/Greece-Air-Force/General-Dynamics-F-16C-Fighting-Falcon/528/
[1] https://ukdefencejournal.org.uk/taxpayer-paying-for-ajax-testing-after-defects-injure-soldiers/
[1] https://www.armyrecognition.com/dsei_2021_news_official_land_zone_publication_online_show_daily/dsei_2021_general_dynamics_displays_anti-tank_variant_of_ajax_light_tracked_armored_vehicles.html?__twitter_impression=true

Top URLs in Tweet in G10:
[8] https://notmainstreamnews.us/general-dynamics-corporation-cancels-vaccine-mandate-after-roughly-40-of-employees-decline-the-jab-threaten-to-walk/
[1] https://twitter.com/conspirator0/status/1439269239458869263
[1] https://solinea.pl/blog/post/en/nigella-sativa-properties

Top Domains
Top Domains in Tweet in Entire Graph:
[138] adsbexchange.com
[134] google.com
[89] twitter.com
[33] aviationphotocompany.com
[25] citizenfreepress.com
[24] localjobs.com
[22] linkedin.com
[19] notmainstreamnews.us
[16] brown.edu
[16] bsmarker.com

Top Domains in Tweet in G1:
[1] notmainstreamnews.us

Top Domains in Tweet in G2:
[4] defenceturk.net

Top Domains in Tweet in G3:
[1] brown.edu
[1] theintercept.com
[1] twitter.com
[1] nakedcapitalism.com

Top Domains in Tweet in G5:
[48] twitter.com
[24] adsbexchange.com
[24] localjobs.com
[10] youtube.com
[9] wpcomstaging.com
[6] brown.edu
[6] linkedin.com
[6] earningsfly.com
[5] google.com
[4] jobssummary.com

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

Top Domains in Tweet in G7:
[23] citizenfreepress.com
[3] dailyadvent.com
[2] investmentwatchblog.com
[1] twitter.com
[1] notmainstreamnews.us

Top Domains in Tweet in G8:
[2] propublica.org
[2] notmainstreamnews.us
[2] dailyadvent.com
[2] lfpress.com
[1] gd.com
[1] twitter.com

Top Domains in Tweet in G9:
[3] armyrecognition.com
[2] aviationphotocompany.com
[1] airfighters.com
[1] org.uk

Top Domains in Tweet in G10:
[8] notmainstreamnews.us
[1] twitter.com
[1] solinea.pl

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[32] general
[23] 44f1a6
[21] f16
[20] afghanistan
[19] 44f183
[18] stockstowatch
[16] tradingview
[16] stocks
[15] planealert
[15] dynamics



Top Hashtags in Tweet in G3:
[7] 11septembre2001

Top Hashtags in Tweet in G5:
[17] general
[15] planealert
[15] f16
[14] belgianaircomponent
[9] youjustlostarefinery
[6] chappy
[3] us
[3] 44f107
[3] 44f106
[3] fa86

Top Hashtags in Tweet in G7:
[1] freedomofchoicematters

Top Hashtags in Tweet in G8:
[10] covid19ab
[10] covid19sk
[10] covidbc
[10] vaccinepassport
[10] voteppc
[10] macron2022
[10] arizonaaudit
[1] bot
[1] fakenews
[1] nosauce

Top Hashtags in Tweet in G9:
[14] general
[14] dynamics
[14] tank
[13] mspo
[10] dsei2021
[10] dsei
[10] anti
[10] ajax
[9] iniochos2019
[9] andravidaab

Top Hashtags in Tweet in G10:
[1] vaccinemandate
[1] donotcomply

Top Words
Top Words in Tweet in Entire Graph:
[3738] dynamics
[3732] general
[1304] breaking
[1237] mandate
[1236] vaccine
[1228] 11
[1167] 40
[1133] employees
[1117] corp
[1081] trillion

Top Words in Tweet in G1:
[718] general
[718] dynamics
[715] alwebbj
[693] mandate
[689] 40
[689] employees
[688] vaccine
[688] roughly
[688] jab
[687] corp

Top Words in Tweet in G2:
[695] trilyon
[446] abd
[442] dolar
[439] ibrahimkaragul
[347] nin
[347] 11
[347] eylül
[347] sonrası
[347] askeri
[347] harcamalarına

Top Words in Tweet in G3:
[365] 14
[364] afghanistan
[363] military
[363] spent
[363] trillion
[363] war
[362] study
[362] brown
[362] university
[362] found

Top Words in Tweet in G4:
[310] general
[310] dynamics
[302] breaking
[298] corp
[294] universal
[294] non
[294] compliance
[294] saved
[294] jobs
[293] proklausschwab

Top Words in Tweet in G5:
[386] dynamics
[371] general
[50] lockheed
[47] boeing
[47] martin
[46] raytheon
[39] systems
[37] information
[37] northrop
[37] grumman

Top Words in Tweet in G6:
[279] 14
[279] trillion
[279] spent
[279] 11
[277] went
[277] contractors
[276] pentagon
[276] half
[276] private
[276] defense

Top Words in Tweet in G7:
[227] general
[227] dynamics
[217] vaccine
[217] employees
[216] mandate
[214] 40
[212] roughly
[212] jab
[210] corporation
[210] cancels

Top Words in Tweet in G8:
[188] general
[187] dynamics
[133] willrock2424
[72] corporation
[61] vaers
[61] government
[55] run
[53] military
[53] contractor
[51] industrial

Top Words in Tweet in G9:
[154] production
[149] general
[149] dynamics
[123] mil_std
[80] first
[77] sea
[77] wiz
[77] line
[77] circa
[77] 1988

Top Words in Tweet in G10:
[189] another
[133] general
[132] dynamics
[115] vaccine
[112] conspirator0
[111] claim
[99] rumor
[99] mandate
[95] evidence
[94] day

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3403] general,dynamics
[1301] breaking,general
[1190] vaccine,mandate
[1097] dynamics,corp
[1095] 40,employees
[1070] roughly,40
[1069] mandate,roughly
[864] 14,trillion
[851] canceled,vaccine
[761] employees,declined

Top Word Pairs in Tweet in G1:
[718] general,dynamics
[689] 40,employees
[688] vaccine,mandate
[688] mandate,roughly
[688] roughly,40
[687] dynamics,corp
[686] breaking,general
[686] corp,canceled
[686] canceled,vaccine
[686] employees,declined

Top Word Pairs in Tweet in G2:
[439] ibrahimkaragul,abd
[348] trilyon,dolar
[347] abd,nin
[347] nin,11
[347] 11,eylül
[347] eylül,sonrası
[347] sonrası,askeri
[347] askeri,harcamalarına
[347] harcamalarına,düzeltme
[347] düzeltme,geldi

Top Word Pairs in Tweet in G3:
[363] 14,trillion
[363] afghanistan,war
[362] study,brown
[362] brown,university
[362] university,found
[362] found,military
[362] military,spent
[362] spent,over
[362] over,14
[362] trillion,11

Top Word Pairs in Tweet in G4:
[310] general,dynamics
[302] breaking,general
[298] dynamics,corp
[294] universal,non
[294] non,compliance
[294] compliance,saved
[294] saved,jobs
[294] jobs,breaking
[293] proklausschwab,universal
[11] 40,employees

Top Word Pairs in Tweet in G5:
[289] general,dynamics
[45] lockheed,martin
[35] northrop,grumman
[32] dynamics,information
[31] fighting,falcon
[28] information,technology
[24] boeing,general
[24] united,states
[24] type,requisition
[24] requisition,regular

Top Word Pairs in Tweet in G6:
[279] 14,trillion
[276] trillion,spent
[276] spent,pentagon
[276] pentagon,11
[276] 11,half
[276] half,went
[276] went,private
[276] private,defense
[276] defense,contractors
[276] contractors,third

Top Word Pairs in Tweet in G7:
[227] general,dynamics
[216] vaccine,mandate
[213] 40,employees
[212] mandate,roughly
[212] roughly,40
[210] dynamics,corporation
[210] corporation,cancels
[210] cancels,vaccine
[210] employees,decline
[210] decline,jab

Top Word Pairs in Tweet in G8:
[187] general,dynamics
[51] military,industrial
[51] industrial,complex
[51] government,contractor
[50] gaylej53,willrock2424
[50] willrock2424,vaers
[50] vaers,run
[50] run,military
[50] complex,corporation
[50] corporation,government

Top Word Pairs in Tweet in G9:
[149] general,dynamics
[77] sea,wiz
[77] wiz,production
[77] production,line
[77] line,circa
[77] circa,1988
[77] 1988,first
[77] first,decade
[77] decade,phalanx
[77] phalanx,production

Top Word Pairs in Tweet in G10:
[132] general,dynamics
[111] claim,general
[98] vaccine,mandate
[94] another,day
[94] day,another
[94] another,evidence
[94] evidence,free
[94] free,viral
[94] viral,rumor
[94] rumor,claim

Top Replied-To
Top Replied-To in Entire Graph:
@willrock2424
@mollyjongfast
@alexgiorgio6
@jcadolphson
@rbreich
@bernardkeane
@alwebbj
@steelpoleman
@patrioticmills
@schnurpit

Top Replied-To in G1:
@alwebbj
@say_no_to_eth
@potat089

Top Replied-To in G3:
@benigma2017
@georgegalloway
@andy_mulls

Top Replied-To in G7:
@steelpoleman
@joey97328486
@jchristian61
@revolution528
@eclipsethis2003
@leebelle45
@therobotwatcher
@drandrewjackson
@conspirator0
@alwebbj

Top Replied-To in G8:
@willrock2424
@jcadolphson
@schnurpit
@hayata_ultraman
@timjdillon
@zankfrappa2
@eddielovekag
@freeman79337618
@gaylej53
@tammij83705

Top Replied-To in G9:
@ukdefjournal

Top Replied-To in G10:
@alexgiorgio6
@rantsonmute
@deathtoaster
@ruddachsarah
@gardenermerc
@jenvanlaar
@moatasemihm
@rkj65
@kissdateoperate
@buckyfrancis

Top Mentioned
Top Mentioned in Entire Graph:
@alwebbj
@ibrahimkaragul
@benjaminnorton
@proklausschwab
@danpriceseattle
@jmarie_america
@mil_std
@conspirator0
@willrock2424
@wendysiegelman

Top Mentioned in G1:
@alwebbj
@grind_late
@potat089
@jonmontafia
@traceyn02015171

Top Mentioned in G2:
@ibrahimkaragul
@defence_turk

Top Mentioned in G3:
@benjaminnorton
@1nikolamirkovic
@jmooreboston
@benigma2017
@consent_factory
@schwarz
@semilitnews
@18francesco18
@georgegalloway

Top Mentioned in G4:
@proklausschwab
@aimenic76
@alwebbj
@patriot_val
@__mcaya

Top Mentioned in G5:
@contractspy
@briefdefense
@mehmetekremvar4
@gloucestergal2
@mercuryreports
@clearancejobs
@mktbarometrix

Top Mentioned in G6:
@danpriceseattle
@mideastxmidwest
@benjaminnorton
@alwebbj
@proklausschwab

Top Mentioned in G7:
@jmarie_america
@steelpoleman
@motivation724
@anaelena65maria
@drandrewjackson
@hvnacuba76
@eclipsethis2003
@chadheller5
@proklausschwab
@al2k12

Top Mentioned in G8:
@willrock2424
@justme_87_
@gaylej53
@aimenic76
@clarekuehn
@lonestarangle
@proklausschwab
@bookersparticus
@rcspicks
@biggrandma

Top Mentioned in G9:
@mil_std
@armyrecognition
@gd_landsystems
@stam_a337
@ukdefjournal
@aviationphotoco
@directordsca

Top Mentioned in G10:
@conspirator0
@alexgiorgio6
@jenvanlaar
@rainbowandsteel
@willrock2424
@zellaquixote
@oregonlucky13
@zachhomol_
@nosferatu_sr
@rkj65

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@alerttrade
@odio_nao
@rk70534
@geoffrey_payne
@pparzival
@rjber15
@inabster
@billm9
@meruemgi

Top Tweeters in G1:
@kathyfisher10
@carolynd72355
@carmenbrown1612
@sandrac42595084
@usapete2
@fiftyfiftygirl
@fedupwdemslies
@nomoetrouble
@cptcookswife
@sorrowen

Top Tweeters in G2:
@cinola27
@feyza49329963
@huseyinmeric01
@kyamamcancazm
@a_e00omr
@gocekyat
@dondu_e
@cebrail313_
@naciabi5
@34dmr

Top Tweeters in G3:
@pparzival
@drdaveanddee
@johnjoechad
@christinejameis
@brendahazelhur1
@sandoly
@shipa123
@aniljothomas
@peterpobjecky
@mobygrapefan

Top Tweeters in G4:
@heathrodgirs
@julie34479
@maxinerunner
@baizuobu
@bigv2011wce
@cole_davesc66
@ivanajpavlovic
@patriot_val
@michaelbranniga
@loovee3333

Top Tweeters in G5:
@alerttrade
@marketcurrents
@2am_eu
@rhcm123
@michelguenette3
@ggrandmag73
@narfnra
@gol_mia
@insideralerts4u
@leograndprince

Top Tweeters in G6:
@sar_oso
@lllwry
@sallyagale
@meomy1236
@emersonfan1
@cmarslett
@removegopnow
@kpheaney
@lseefeldt3
@ailsaforshaw

Top Tweeters in G7:
@concernedhigh
@omi_082
@hereiam65094900
@amazingfavors
@riskographer2
@bryonnym
@bwdreyer
@gramyc44
@razzoraza
@vebo1991

Top Tweeters in G8:
@caligirlleftie
@hellokarma2021
@pppatticake
@merlufer
@amyharlib
@catwahler
@revengebunny
@landilamb
@riderofwolves
@werocktheplanet

Top Tweeters in G9:
@s_total_s2
@fuji_503
@jfifudhdvhdjzuh
@pavespike
@biggunism
@yanasssa
@urushizawa_t
@gunwithwings
@ms10_300
@suama_evo9gt

Top Tweeters in G10:
@b1e56df9ce6549f
@estarianne
@deathtocrazy
@debsomewhere
@jonups_
@stlhd100
@masterprogram1
@drmaggiesa
@4tybin
@aztanya


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