General Dynamics, Twitter, 4/21/2020 6:38:59 AM, 225305


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General Dynamics_2020-04-20_20-41-15.xlsx
General Dynamics_2020-04-20_20-41-15.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 21, 2020
Short Description:
General Dynamics via NodeXL https://bit.ly/3eDwCLz
@humanoidhistory
@minggao26
@kadonkey
@western2a
@luigi_warren
@aviationphotoco
@planethought41
@history_flightv
@grunherzjager
@gdelectricboat

Top hashtags:
#submarine
#avionesfav
#ssn792
#a8
#cybersecurity
#hiring

Description:
Description
The graph represents a network of 1,991 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 April 2020 at 03:41 UTC.

The requested start date was Tuesday, 21 April 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 3-hour, 52-minute period from Tuesday, 07 April 2020 at 00:14 UTC to Monday, 20 April 2020 at 04:07 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 : 1991
Unique Edges : 1050
Edges With Duplicates : 2085
Total Edges : 3135
Number of Edge Types : 5
Tweet : 644
Mentions : 423
Replies to : 300
Retweet : 827
MentionsInRetweet : 941
Self-Loops : 672
Reciprocated Vertex Pair Ratio : 0.00911458333333333
Reciprocated Edge Ratio : 0.0180645161290323
Connected Components : 578
Single-Vertex Connected Components : 240
Maximum Vertices in a Connected Component : 113
Maximum Edges in a Connected Component : 289
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.867442
Graph Density : 0.00039120767069905
Modularity : 0.535526
NodeXL Version : 1.0.1.431
Data Import : The graph represents a network of 1,991 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 April 2020 at 03:41 UTC.

The requested start date was Tuesday, 21 April 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 3-hour, 52-minute period from Tuesday, 07 April 2020 at 00:14 UTC to Monday, 20 April 2020 at 04:07 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:
[17] https://defence-blog.com/news/general-dynamics-receives-award-under-u-s-air-forces-f-16-upgrade-program.html
[15] http://Falcons.PK
[14] https://sputniknews.com/military/202004181079010788-us-navy-receives-nuclear-powered-attack-submarine-vermont-from-general-dynamics/
[11] https://www.falcons.pk/photo/General-Dynamics-F-16A-Fighting-Falcon/2049
[11] http://archive.is/bePTJ
[9] https://blog.executivebiz.com/2020/04/former-general-dynamics-exec-chuck-brooks-creates-govcon-focused-consulting-firm/
[6] http://gdit.com/careers
[5] https://defpost.com/general-dynamics-electric-boat-awarded-56-million-for-18-slbm-missile-tubes/
[5] https://www.linkedin.com/slink?code=eXNdeQP
[5] https://www.aviationphotocompany.com/p934046062/h90687390

Top URLs in Tweet in G1:
[5] https://macee.catsone.nl/careers/4947-General/jobs/599967-Product-Owner--Key-User--MS-Dynamics/
[3] http://www.airliners.net/
[3] https://community.dynamics.com/gp/b/dynamicsgp/posts/working-from-home-with-microsoft-dynamics-gp-general-recommendations-and-troubleshooting
[3] https://www.reflik.com/job?jobId=NDUzNQ==referrer=NjM4MjI=src=TW
[3] https://www.reflik.com/job?jobId=NDUzMg==referrer=NjM4MjI=src=TW
[3] http://www.defenseworld.net/news/26746
[3] http://www.defenseworld.net/news/26713
[2] https://seekingalpha.com/article/4336728-general-dynamics-in-defense-cresco-labs-in-cannabis-resmed-to-sleep-soundly
[2] https://www.washingtonpost.com/world/canada-lifts-khashoggi-inspired-ban-on-arms-exports-to-saudi-arabia/2020/04/09/c03da706-7a98-11ea-a311-adb1344719a9_story.html
[2] https://www.airliners.net/photo/USA-Air-Force/General-Dynamics-F-16C-Fighting-Falcon-401/5948671

Top URLs in Tweet in G3:
[11] http://archive.is/bePTJ

Top URLs in Tweet in G4:
[5] https://defpost.com/general-dynamics-electric-boat-awarded-56-million-for-18-slbm-missile-tubes/
[4] https://www.defensa.com/otan-y-europa/alemania-encarga-80-vehiculos-ambulancia-eagle-6x6-general
[2] https://defpost.com/general-dynamics-electric-boat-rolls-out-u-s-navy-attack-submarine-future-uss-oregon/
[2] https://www.defenseworld.net/news/26713/General_Dynamics_to_Manufacture_Missile_Tubes_for_US__UK_Submarines
[2] https://ukdefencejournal.org.uk/united-kingdom-and-united-states-spend-56m-on-trident-missile-tubes/
[1] https://defpost.com/general-dynamics-electric-boat-delivers-attack-submarine-future-uss-vermont-to-u-s-navy/
[1] https://www.defenseworld.net/news/26746/German_Army_Orders_80_Ambulance_Variant_EAGLE_6x6_Vehicles_from_General_Dynamics
[1] https://www.navalnews.com/naval-news/2020/04/u-s-navy-receives-1st-virginia-class-block-iv-nuclear-powered-attack-submarine-from-gdeb/
[1] https://defence-blog.com/news/general-dynamics-receives-award-under-u-s-air-forces-f-16-upgrade-program.html
[1] https://www.navyrecognition.com/index.php/news/defence-news/2020/april-2020/8266-general-dynamics-electric-boat-rolls-out-us-navy-ssn-793-oregon-virginia-class-nuclear-attack-submarine.html

Top URLs in Tweet in G8:
[1] https://twitter.com/markruffalo/status/1250055178339876864

Top URLs in Tweet in G10:
[5] https://www.aviationphotocompany.com/p934046062/h90687390
[5] https://www.aviationphotocompany.com/p270284351
[5] https://www.aviationphotocompany.com/p934046062/h9DF69456
[4] https://www.aviationphotocompany.com/p934046062/h8C635A03
[1] https://www.aviationphotocompany.com/p89933958
[1] https://www.aviationphotocompany.com/?q=Thunderbirds

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[31] submarine
[30] avionesfav
[21] ssn792
[21] a8
[20] cybersecurity
[19] hiring
[19] job
[17] general
[16] dynamics
[13] virginia



Top Hashtags in Tweet in G1:
[17] job
[16] hiring
[6] multifamilyjobs
[6] apartmentjobs
[5] stocks
[3] warisnotgreen
[2] cannabis
[2] mil
[2] epwr
[2] canada

Top Hashtags in Tweet in G4:
[21] ssn792
[18] submarine
[12] gdeb
[9] carrier
[9] vinson
[8] usnavy
[8] generaldynamics
[5] slbm
[5] ussoregon
[5] ssn793

Top Hashtags in Tweet in G10:
[21] a8
[1] avionesfav

Top Words
Top Words in Tweet in Entire Graph:
[835] Words in Sentiment List#1: Positive
[679] Words in Sentiment List#2: Negative
[8] Words in Sentiment List#3: Angry/Violent
[42811] Non-categorized Words
[44325] Total Words
[1830] general
[1647] dynamics
[316] 000
[292] lockheed
[225] air

Top Words in Tweet in G1:
[347] dynamics
[337] general
[56] systems
[51] gd
[30] market
[26] security
[25] mission
[24] senior
[24] gt
[22] information

Top Words in Tweet in G2:
[190] general
[95] think
[95] usg
[95] under
[95] next
[95] admin
[95] ban
[95] lockheed
[95] raytheon
[95] untied

Top Words in Tweet in G3:
[307] 000
[278] general
[246] dynamics
[142] western2a
[133] lockheed
[133] martin
[78] 120
[71] 2014
[71] 2015
[71] 2016

Top Words in Tweet in G4:
[54] general
[54] dynamics
[33] electric
[33] boat
[31] navy
[27] attack
[24] awarded
[23] nuclear
[22] gdelectricboat
[22] missile

Top Words in Tweet in G5:
[56] engineer
[56] karen
[56] leadlay
[56] computer
[56] lab
[56] astronautics
[56] division
[56] general
[56] dynamics
[56] san

Top Words in Tweet in G6:
[3] grafikalrob
[3] monicafibonacci
[3] justinschafer1
[3] bal4_rednirus
[3] marianorma52
[3] gsawision
[3] sameold2cents1
[3] rustypenny_wood
[2] leeharveyozmond

Top Words in Tweet in G7:
[3] more

Top Words in Tweet in G8:
[45] general
[44] instance
[44] rep
[44] khanna's
[44] financials
[44] reflect
[44] free
[44] flowing
[44] transactions
[44] involving

Top Words in Tweet in G9:
[31] к
[30] rianru
[30] только
[30] этому
[30] технологическому
[30] чуду
[30] аналогу
[30] рд
[30] 170
[30] нынешняя

Top Words in Tweet in G10:
[37] general
[37] dynamics
[26] 111
[25] air
[25] force
[21] beautiful
[21] royal
[21] australian
[21] shot
[21] raaf

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1331] general,dynamics
[218] fighting,falcon
[186] lockheed,martin
[128] air,force
[123] 16am,fighting
[122] dynamics,16am
[98] dynamics,etc
[96] lockheed,raytheon
[96] general,atomics
[95] think,usg

Top Word Pairs in Tweet in G1:
[255] general,dynamics
[31] dynamics,gd
[25] dynamics,mission
[24] mission,systems
[18] air,force
[18] dynamics,information
[18] information,technology
[18] property,management
[17] bae,systems
[16] #hiring,direct

Top Word Pairs in Tweet in G2:
[95] think,usg
[95] usg,under
[95] under,next
[95] next,admin
[95] admin,ban
[95] ban,lockheed
[95] lockheed,raytheon
[95] raytheon,untied
[95] untied,tech
[95] tech,general

Top Word Pairs in Tweet in G3:
[246] general,dynamics
[133] lockheed,martin
[78] dynamics,120
[78] 120,000
[71] 000,2015
[71] 000,2016
[64] martin,550
[64] 550,000
[39] 2013,general
[39] dynamics,240

Top Word Pairs in Tweet in G4:
[54] general,dynamics
[33] electric,boat
[24] dynamics,electric
[22] missile,tubes
[18] attack,#submarine
[17] boat,gdelectricboat
[17] gdelectricboat,friday
[17] friday,delivered
[17] delivered,nuclear
[17] nuclear,powered

Top Word Pairs in Tweet in G5:
[56] engineer,karen
[56] karen,leadlay
[56] leadlay,computer
[56] computer,lab
[56] lab,astronautics
[56] astronautics,division
[56] division,general
[56] general,dynamics
[56] dynamics,san
[56] san,diego

Top Word Pairs in Tweet in G6:
[3] grafikalrob,monicafibonacci
[3] monicafibonacci,justinschafer1
[3] justinschafer1,bal4_rednirus
[3] bal4_rednirus,marianorma52
[3] marianorma52,gsawision
[3] gsawision,sameold2cents1
[3] sameold2cents1,rustypenny_wood
[2] leeharveyozmond,grafikalrob

Top Word Pairs in Tweet in G8:
[44] instance,rep
[44] rep,khanna's
[44] khanna's,financials
[44] financials,reflect
[44] reflect,free
[44] free,flowing
[44] flowing,transactions
[44] transactions,involving
[44] involving,defense
[44] defense,contractors

Top Word Pairs in Tweet in G9:
[30] rianru,только
[30] только,к
[30] к,этому
[30] этому,технологическому
[30] технологическому,чуду
[30] чуду,аналогу
[30] аналогу,рд
[30] рд,170
[30] 170,нынешняя
[30] нынешняя,россия

Top Word Pairs in Tweet in G10:
[37] general,dynamics
[25] air,force
[21] beautiful,royal
[21] royal,australian
[21] australian,air
[21] force,shot
[21] shot,raaf
[21] raaf,general
[21] dynamics,111
[21] 111,#a8

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@western2a
@minggao26
@humanoidhistory
@robletofire
@search_veritas
@rianru
@history_flightv
@brain1878
@kadonkey
@gdelectricboat

Top Mentioned in G1:
@multifamilyjobs
@contractspy
@tymajestic
@infosechotspot
@secureaspects
@hireforthem
@michaelpollick

Top Mentioned in G2:
@minggao26

Top Mentioned in G3:
@western2a

Top Mentioned in G4:
@gdelectricboat
@navalnewscom
@ukdefjournal
@defpostmedia
@cavasships
@defensacom
@usnavy
@defenseworld
@gd_landsystems
@famdelmundo

Top Mentioned in G5:
@humanoidhistory

Top Mentioned in G6:
@monicafibonacci
@justinschafer1
@bal4_rednirus
@marianorma52
@gsawision
@sameold2cents1
@rustypenny_wood
@leeharveyozmond
@grafikalrob
@myearwood65

Top Mentioned in G7:
@twisted_words
@capitalistparty
@voiceforfreed0m
@kengardner11
@markrpellegrino
@avidfilm
@pennyaxa
@tachtaco
@archluminous
@213neverland

Top Mentioned in G8:
@robletofire
@solon594bce

Top Mentioned in G9:
@search_veritas
@rianru

Top Mentioned in G10:
@kadonkey
@aviationphotoco
@humanoidhistory
@history_flightv

Top Tweeters
Top Tweeters in Entire Graph:
@wweaverbot
@americanbanking
@tickerreport
@consumerfeed
@watchlistn
@libertad717
@dailypoliticaln
@joefreedomlove
@dakotafinancial
@zolmaxnews

Top Tweeters in G1:
@wweaverbot
@americanbanking
@tickerreport
@consumerfeed
@watchlistn
@dailypoliticaln
@dakotafinancial
@zolmaxnews
@stocknewstimes
@nicanws

Top Tweeters in G2:
@bistycsross
@bethsinniresist
@joanisparkles
@lllwry
@deesbarbara
@aziegler
@caroljdavy
@akeleven
@royaleight
@mayread3

Top Tweeters in G3:
@rentonmagauk
@rafat777
@overhead440
@sasky1959
@serd1983
@eileendiana
@kristi_morris24
@revdonna
@otdon
@iamcldpatricia

Top Tweeters in G4:
@libertad717
@marty713
@stefan_laurell
@jfifudhdvhdjzuh
@scitecito
@markmichdomnic
@thomas_embleton
@gervasioriental
@benedictashton
@rinushoogstad

Top Tweeters in G5:
@kakitama
@ronaldclarke
@dariosailor86
@nyceverywhere
@ohmeadhbh
@artshima
@atmcashpoint
@sokushinjyoubut
@ren_chandler4
@speedmaster

Top Tweeters in G6:
@gsawision
@canukcookie
@lriczu
@dawsonmdhoust
@danbalkwill1
@leighgt
@plhcrawford
@rickhi2315
@canadaunited1
@pigbruin

Top Tweeters in G7:
@kengardner11
@rickballan
@mdsebach
@markrpellegrino
@platypusrex256
@anarchofree
@aynrand_is_dead
@scootey
@anarchist_rants
@lucidunity2

Top Tweeters in G8:
@brianswiftie13
@donmckenzie
@solon594bce
@tampabaybucsfan
@bbfrompa
@jamesma96163439
@londomollari13
@sandledavid
@marilynrbush
@realstevecox

Top Tweeters in G9:
@rianru
@alina_zima
@wikal61
@syarozkaby
@arbarb151
@dorian_deep
@kotenkogennady
@russianlifes
@shaburov59
@boomtown12

Top Tweeters in G10:
@frioacero
@frattigiovanni
@luigi_warren
@herve73950491
@su_e01
@dehammo
@grunherzjager
@teeagernet
@newsfromspace
@planethought41


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