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General Dynamics_2021-10-25_20-48-00.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
October 26, 2021
Short Description:
General Dynamics via NodeXL https://bit.ly/3EmQ0sp
@cnn
@mihaimvm
@aviationphotoco
@infoaeroquebec
@kadonkey
@happaoj1_hibiki
@crewcrew
@3blue1brown
@marysny19776922
@thedeaddistrict

Top hashtags:
#ausa2021
#اداروں_پربھونکنابیرونی_ایجنڈا
#generaldynamics
#jobs

Description:
Description
The graph represents a network of 2,338 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, 26 October 2021 at 03:50 UTC.

The requested start date was Tuesday, 26 October 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, 21-hour, 51-minute period from Tuesday, 12 October 2021 at 00:13 UTC to Monday, 25 October 2021 at 22:05 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 : 2338
Unique Edges : 1129
Edges With Duplicates : 2894
Total Edges : 4023
Number of Edge Types : 5
Retweet : 1154
MentionsInRetweet : 1335
Tweet : 761
Mentions : 495
Replies to : 278
Self-Loops : 779
Reciprocated Vertex Pair Ratio : 0.015744032503809
Reciprocated Edge Ratio : 0.031
Connected Components : 585
Single-Vertex Connected Components : 240
Maximum Vertices in a Connected Component : 462
Maximum Edges in a Connected Component : 1042
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.621384
Graph Density : 0.000366038507983117
Modularity : 0.524089
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,338 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, 26 October 2021 at 03:50 UTC.

The requested start date was Tuesday, 26 October 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, 21-hour, 51-minute period from Tuesday, 12 October 2021 at 00:13 UTC to Monday, 25 October 2021 at 22:05 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:
[14] https://bsmarker.com
[10] http://navyrecognition.com/index.php/naval-news/naval-news-archive/2021/october/10889-general-dynamics-completes-development-of-new-pontoon-boat.html
[10] https://globe.adsbexchange.com/?icao=44F1A6
[10] https://globe.adsbexchange.com/?icao=44F0E7
[10] https://interestingengineering.com/general-dynamics-building-new-class-of-robotic-combat-vehicles
[9] https://globe.adsbexchange.com/?icao=44F025
[9] https://globe.adsbexchange.com/?icao=44F142
[8] https://globe.adsbexchange.com/?icao=44F147
[8] https://globe.adsbexchange.com/?icao=44F144
[8] https://breakingdefense.com/2021/10/strykers-to-get-new-counter-drone-tech-with-general-dynamics-epirus-partnership/

Top URLs in Tweet in G1:
[14] https://bsmarker.com
[10] https://globe.adsbexchange.com/?icao=44F1A6
[10] https://globe.adsbexchange.com/?icao=44F0E7
[9] https://globe.adsbexchange.com/?icao=44F025
[9] https://globe.adsbexchange.com/?icao=44F142
[8] https://globe.adsbexchange.com/?icao=44F147
[8] https://globe.adsbexchange.com/?icao=44F144
[7] https://globe.adsbexchange.com/?icao=44F040
[7] https://globe.adsbexchange.com/?icao=44F125
[5] https://globe.adsbexchange.com/?icao=44F160

Top URLs in Tweet in G2:
[2] https://www.youtube.com/watch?v=LqbZpur38nw&feature=youtu.be

[1] https://github.com/deepmind/mujoco

Top URLs in Tweet in G3:
[1] https://www.citizensforethics.org/reports-investigations/crew-reports/corporations-have-given-10-million-to-the-sedition-caucus/

Top URLs in Tweet in G4:
[7] https://www.defensenews.com/land/2021/10/25/general-dynamics-epirus-team-up-to-integrate-counter-drone-swarm-system-on-combat-vehicles/?utm_medium=social&utm_campaign=Socialflow+DFN&utm_source=twitter.com
[6] https://breakingdefense.com/2021/10/strykers-to-get-new-counter-drone-tech-with-general-dynamics-epirus-partnership/
[6] https://interestingengineering.com/general-dynamics-building-new-class-of-robotic-combat-vehicles
[4] https://www.clearancejobs.com/
[3] https://defence-blog.com/general-dynamics-displays-next-gen-robotic-combat-vehicle-concept/
[2] http://navyrecognition.com/index.php/naval-news/naval-news-archive/2021/october/10889-general-dynamics-completes-development-of-new-pontoon-boat.html
[2] https://www.crows.org/news/584597/Strykers-To-Get-New-Counter-Drone-Tech-With-General-Dynamics-Epirus-Partnership.htm
[2] https://www.gd.com/Articles/2021/10/06/general-dynamics-at-ausa-2021
[1] https://thedeaddistrict.blogspot.com/2021/10/general-dynamics-land-systems-epirus.html
[1] https://twitter.com/TheDeadDistrict/status/1448511248556040192

Top URLs in Tweet in G5:
[1] https://trib.al/F6zNkxU

Top URLs in Tweet in G8:
[3] https://www.aviationphotocompany.com/p934046062/h13961AD3
[2] https://www.aviationphotocompany.com/p89933958
[2] https://www.aviationphotocompany.com/p934046062/hC298FD55

Top URLs in Tweet in G10:
[2] https://twitter.com/Sludge/status/1448673650652196869
[2] https://thebrick.house/former-pac-rejector-elaine-luria-is-now-taking-checks-from-raytheon-and-rolls-royce/

Top Domains
Top Domains in Tweet in Entire Graph:
[132] adsbexchange.com
[93] google.com
[57] twitter.com
[57] localjobs.com
[20] govconwire.com
[19] defensenews.com
[18] linkedin.com
[14] bsmarker.com
[13] dokwo.com
[11] navyrecognition.com

Top Domains in Tweet in G1:
[132] adsbexchange.com
[93] google.com
[22] twitter.com
[14] bsmarker.com
[13] dokwo.com
[11] govconwire.com
[8] seekingalpha.com
[8] zobjobs.com
[6] thedrive.com
[5] linkedin.com

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

Top Domains in Tweet in G3:
[1] citizensforethics.org

Top Domains in Tweet in G4:
[7] defensenews.com
[6] breakingdefense.com
[6] interestingengineering.com
[5] clearancejobs.com
[3] blogspot.com
[3] twitter.com
[3] defence-blog.com
[2] navyrecognition.com
[2] crows.org
[2] gdmissionsystems.com

Top Domains in Tweet in G5:
[1] trib.al

Top Domains in Tweet in G8:
[7] aviationphotocompany.com

Top Domains in Tweet in G10:
[2] twitter.com
[2] thebrick.house

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[37] ausa2021
[26] اداروں_پربھونکنابیرونی_ایجنڈا
[20] generaldynamics
[17] jobs
[17] stocks
[15] 44f1a6
[15] cryptocurrency
[15] stockstowatch
[14] 44f144
[14] xm1210



Top Hashtags in Tweet in G1:
[17] stocks
[17] jobs
[15] stockstowatch
[15] 44f1a6
[14] tradingview
[14] 44f144
[13] jobseekers
[13] 44f147
[12] 44f025
[12] 44f0e7

Top Hashtags in Tweet in G4:
[19] ausa2021
[14] xm1210
[7] gdmissionsystems
[6] gdls
[6] leonidas
[6] innovationisinourdna
[4] tactical
[4] militaries
[3] icymi
[2] shorad

Top Words
Top Words in Tweet in Entire Graph:
[1712] dynamics
[1628] general
[283] fighting
[276] air
[264] falcon
[246] learn
[246] right
[242] set
[241] video
[240] question

Top Words in Tweet in G1:
[530] general
[530] dynamics
[270] air
[244] fighting
[244] falcon
[218] ft
[190] 16am
[190] belgian
[174] component
[170] flight

Top Words in Tweet in G2:
[235] video
[235] learn
[235] asking
[235] right
[235] question
[235] newton's
[235] method
[235] leads
[235] hidden
[235] mandelbrot

Top Words in Tweet in G3:
[110] boeing
[110] koch
[110] industries
[110] general
[110] dynamics
[110] corporation
[110] lockheed
[110] martin
[110] cigna
[110] companies

Top Words in Tweet in G4:
[106] general
[103] dynamics
[52] land
[43] vehicle
[41] gd_landsystems
[33] systems
[30] thedeaddistrict
[24] omfv
[23] epirusinc
[23] stryker

Top Words in Tweet in G5:
[91] workers
[90] sign
[90] dynamics
[90] labor
[89] efforts
[89] changing
[89] current
[89] market
[89] employers
[89] unable

Top Words in Tweet in G6:
[3] barryjohnreid21
[2] sassygirld1
[2] browningneelyn
[2] andylumm
[2] alex_on_a14
[2] temple_surly
[2] swedishchf
[2] burgerlab12
[2] bebert701
[2] rtheatheist

Top Words in Tweet in G7:
[3] objects
[3] buoyancy
[2] thus
[2] go

Top Words in Tweet in G8:
[53] dynamics
[52] general
[27] usaf
[24] 1964
[24] unveils
[24] tfx
[24] fighter
[24] fort
[24] worth
[24] version

Top Words in Tweet in G9:
[5] lightersup9
[5] militarystart4
[5] novaseline4you
[5] blindedbythel13
[5] superjollygree1
[5] giantmooseballs
[5] herebedragons19
[4] bananasnuts1
[4] thunder

Top Words in Tweet in G10:
[43] luria
[21] rep
[21] give
[21] biden
[21] future
[21] president
[21] pre
[21] authorization
[21] war
[21] china

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1254] general,dynamics
[262] fighting,falcon
[237] video,learn
[237] learn,asking
[237] asking,right
[237] right,question
[237] question,newton's
[237] newton's,method
[237] method,leads
[237] leads,hidden

Top Word Pairs in Tweet in G1:
[441] general,dynamics
[243] fighting,falcon
[190] dynamics,16am
[190] 16am,fighting
[176] belgian,air
[174] air,component
[169] component,general
[132] falcon,fa
[126] location,unknown
[123] exact,location

Top Word Pairs in Tweet in G2:
[235] video,learn
[235] learn,asking
[235] asking,right
[235] right,question
[235] question,newton's
[235] newton's,method
[235] method,leads
[235] leads,hidden
[235] hidden,mandelbrot
[235] mandelbrot,set

Top Word Pairs in Tweet in G3:
[110] boeing,koch
[110] koch,industries
[110] industries,general
[110] general,dynamics
[110] dynamics,corporation
[110] corporation,lockheed
[110] lockheed,martin
[110] martin,cigna
[110] cigna,companies
[110] companies,valued

Top Word Pairs in Tweet in G4:
[103] general,dynamics
[52] dynamics,land
[32] land,systems
[22] gd_landsystems,general
[20] land,systems'
[19] glimpse,general
[19] systems',optionally
[19] optionally,manned
[19] manned,fighting
[19] fighting,vehicle

Top Word Pairs in Tweet in G5:
[89] efforts,sign
[89] sign,changing
[89] changing,dynamics
[89] dynamics,current
[89] current,labor
[89] labor,market
[89] market,employers
[89] employers,unable
[89] unable,find
[89] find,number

Top Word Pairs in Tweet in G6:
[2] bebert701,rtheatheist
[2] pawley_robert,maureenstroud
[2] maureenstroud,josiejobee
[2] josiejobee,farrishimo
[2] ginapro,nyob7714
[2] nyob7714,bat92799926
[2] bat92799926,themarcam
[2] themarcam,tampa_egret
[2] tampa_egret,fredwibblington
[2] fredwibblington,kathmarval

Top Word Pairs in Tweet in G8:
[52] general,dynamics
[24] 1964,general
[24] dynamics,unveils
[24] unveils,tfx
[24] tfx,fighter
[24] fighter,fort
[24] fort,worth
[24] worth,usaf
[24] usaf,version
[24] version,becomes

Top Word Pairs in Tweet in G9:
[5] lightersup9,militarystart4
[5] militarystart4,novaseline4you
[5] novaseline4you,blindedbythel13
[5] blindedbythel13,superjollygree1
[5] superjollygree1,giantmooseballs
[5] giantmooseballs,herebedragons19
[4] bananasnuts1,lightersup9
[4] herebedragons19,thunder

Top Word Pairs in Tweet in G10:
[21] rep,luria
[21] luria,give
[21] give,biden
[21] biden,future
[21] future,president
[21] president,pre
[21] pre,authorization
[21] authorization,war
[21] war,china
[21] china,luria

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@3blue1brown
@crewcrew
@cnn
@gd_landsystems
@deepmind
@thedeaddistrict
@wearevoik
@epirusinc
@zaylog
@afhf

Top Mentioned in G1:
@dougbrowndba
@valley_design
@droidbears
@rmac53b
@dawnp4liberty
@aftvitaliy

Top Mentioned in G2:
@3blue1brown
@7wdata

Top Mentioned in G3:
@crewcrew

Top Mentioned in G4:
@gd_landsystems
@thedeaddistrict
@epirusinc
@ronkainen7k15
@gd_ots
@gdms
@defense_news
@breakingdefense
@gdms_c
@usarmy

Top Mentioned in G5:
@cnn
@crewcrew

Top Mentioned in G6:
@browningneelyn
@andylumm
@alex_on_a14
@temple_surly
@swedishchf
@burgerlab12
@bebert701
@rtheatheist
@ghoppe
@mdrisette

Top Mentioned in G7:
@qbertblue
@australispiper
@takethatct
@whitey900
@richienrg
@novahollandiae
@avogadr0avocado
@leader_leafeon
@atmaweaponfr
@kevconrad2

Top Mentioned in G8:
@afhf
@kadonkey
@ancientsubhunt
@aviationphotoco
@custodiorubens
@cnn
@09runway

Top Mentioned in G9:
@militarystart4
@novaseline4you
@blindedbythel13
@superjollygree1
@giantmooseballs
@herebedragons19
@bananasnuts1
@lightersup9
@thunder
@thunderboom111

Top Mentioned in G10:
@quincyinst
@tobitac
@cirincione
@djrothkopf
@brooks_rosa
@korischake
@sangernyt
@hascdemocrats
@pareene
@sludge

Top Tweeters
Top Tweeters in Entire Graph:
@alerttrade
@wkwkrnht
@chidambara09
@falconhamada_90
@world_news_eng
@jacekwierzbicki
@crweworld
@69nicebot69
@animesh1977
@thehill

Top Tweeters in G1:
@jacekwierzbicki
@crweworld
@marketcurrents
@newsfilterio
@flashalert_me
@it_securitynews
@frontendla
@stckpro
@otcdynamics
@newsfrombw

Top Tweeters in G2:
@tom__coleman
@psdspacetime
@7wdata
@tabatkins
@r2d221
@paulportesi
@pakay20
@sn00c
@satyavrata9
@elfsternberg

Top Tweeters in G3:
@reneevoicebrand
@changetocindy
@pauldramone
@granny_st
@beccanalia
@sandykalano
@masky_jay_hoody
@toniragusa
@dianerocks52
@tati_vict

Top Tweeters in G4:
@falconhamada_90
@s_total_s2
@jfifudhdvhdjzuh
@katakana071
@yanasssa
@tkmeyer2020
@abraxasspa
@muhamadhatim15
@ramz_alittihad
@np_gldemo_lisa

Top Tweeters in G5:
@world_news_eng
@netminnow
@govkhan
@ikateufel
@brandonmscales
@stanspak
@march4progress
@djradar
@njmike731
@webehealthy

Top Tweeters in G6:
@wjack76995
@jsaholmes
@wendyorent
@jneill
@carlsmythe
@davidsirias1
@nyob7714
@andylumm
@crabb_vicki
@chrisjohnsonmd

Top Tweeters in G7:
@takethatct
@mcfunny
@alex_on_a14
@australispiper
@chris_f_carson
@kmtildsley
@shnabbles
@ale_battini
@leader_leafeon
@blaineillimatta

Top Tweeters in G8:
@stefan_laurell
@jetcitystar
@frioacero
@zachvat
@scitecito
@1captd
@raptorman65
@grunherzjager
@hydra_66
@custodiorubens

Top Tweeters in G9:
@statedept
@militarystart4
@realdonaldtrump
@novaseline4you
@thunderboom111
@usairforce
@spicymooseballs
@blindedbythel13
@jamesgunn
@gnarlyballs

Top Tweeters in G10:
@jpc268
@pensivetm
@djrothkopf
@helencaddes
@philomathyjen
@jricole
@codecmendoza
@edventure9
@sharanskywailer
@ashrafgirgis4


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