General Dynamics, Twitter, 9/15/2020 10:14:12 PM, 235207


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General Dynamics_2020-09-14_20-36-08.xlsx
General Dynamics_2020-09-14_20-36-08.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 15, 2020
Short Description:
General Dynamics via NodeXL https://bit.ly/32yhDP3
@wjrue
@realdonaldtrump
@mmescience
@cernovich
@guido44691892
@jeffreygoldberg
@juliebhunt
@allanskf
@alexhortontx
@ddayen

Top hashtags:
#usnavy
#submarines
#risingpakwarindustry
#mujahideeneaflakkosalam
#aviation

Description:
Description
The graph represents a network of 3,412 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, 15 September 2020 at 03:39 UTC.

The requested start date was Tuesday, 15 September 2020 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, 16-hour, 8-minute period from Tuesday, 01 September 2020 at 00:05 UTC to Monday, 14 September 2020 at 16:13 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 : 3412
Unique Edges : 1603
Edges With Duplicates : 4533
Total Edges : 6136
Number of Edge Types : 5
Mentions : 487
Retweet : 1980
MentionsInRetweet : 2362
Tweet : 836
Replies to : 471
Self-Loops : 872
Reciprocated Vertex Pair Ratio : 0.00687285223367698
Reciprocated Edge Ratio : 0.0136518771331058
Connected Components : 672
Single-Vertex Connected Components : 267
Maximum Vertices in a Connected Component : 928
Maximum Edges in a Connected Component : 1933
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.080232
Graph Density : 0.000276929718107371
Modularity : 0.541362
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 3,412 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, 15 September 2020 at 03:39 UTC.

The requested start date was Tuesday, 15 September 2020 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, 16-hour, 8-minute period from Tuesday, 01 September 2020 at 00:05 UTC to Monday, 14 September 2020 at 16:13 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:
[151] https://www.politico.com/story/2019/08/07/jim-mattis-general-dynamics-defense-contractor-3702067
[22] https://falcons.pk/photo/General-Dynamics-F-16A-ADF-Fighting-Falcon/2286
[8] https://falcons.pk/photo/General-Dynamics-F-16AM-Fighting-Falcon/2006
[8] https://dronelife.com/2020/09/04/counter-drone-company-dedrone-scores-investment-partnership-with-general-dynamics-mission-systems/?utm_source=dlvr.it&utm_medium=twitter
[7] https://www.defensenews.com/industry/2019/08/08/general-dynamics-re-welcomes-mattis-to-board-of-directors/
[7] https://dronelife.com/2020/09/04/counter-drone-company-dedrone-scores-investment-partnership-with-general-dynamics-mission-systems/
[7] https://archiveofourown.org/works/25888645
[5] https://defence-blog.com/news/army/general-dynamics-and-british-army-showcase-ajax-firing-skills.html
[5] https://www.lecho.be/entreprises/general/micromega-dynamics-le-detective-wallon-des-vibrations-qui-a-seduit-tesla/10250021.html
[5] https://www.vesselfinder.com/news/19005-General-Dynamics-NASSCO-Lays-Keel-for-Future-USNS-Harvey-Milk

Top URLs in Tweet in G1:
[7] https://dronelife.com/2020/09/04/counter-drone-company-dedrone-scores-investment-partnership-with-general-dynamics-mission-systems/?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.politico.com/story/2019/08/07/jim-mattis-general-dynamics-defense-contractor-3702067
[4] https://twitter.com/rabrowne75/status/1303038895806992384
[3] https://dronelife.com/2020/09/04/counter-drone-company-dedrone-scores-investment-partnership-with-general-dynamics-mission-systems/
[2] https://www.railsjobhub.com/?id=6c68586fffdc83c9
[2] https://www.suasnews.com/2020/09/general-dynamics-mission-systems-and-dedrone-enter-strategic-partnership-to-provide-counter-drone-technology-to-defense-and-civil-customers/
[2] https://www.defensenews.com/industry/2019/08/08/general-dynamics-re-welcomes-mattis-to-board-of-directors/
[2] https://www.gocleared.com/jobs/39083579-cyber-security-analyst-at-general-dynamics-mission-systems?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.gocleared.com/jobs/39083583-linux-devops-administrator-at-general-dynamics-mission-systems?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.gocleared.com/jobs/39083576-software-engineer-at-general-dynamics-mission-systems?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[1] https://twitter.com/politico/status/1303068614430461952

Top URLs in Tweet in G4:
[132] https://www.politico.com/story/2019/08/07/jim-mattis-general-dynamics-defense-contractor-3702067

Top URLs in Tweet in G6:
[2] https://www.defensenews.com/industry/2019/08/08/general-dynamics-re-welcomes-mattis-to-board-of-directors/
[1] https://twitter.com/RichardGrenell/status/1269283006302191623?s=19
[1] https://twitter.com/ggreenwald/status/1303844711036313602
[1] https://twitter.com/kylegriffin1/status/1303731167544442880
[1] https://twitter.com/realDonaldTrump/status/1221443936952233984
[1] https://www.politico.com/story/2019/08/07/jim-mattis-general-dynamics-defense-contractor-3702067
[1] https://www.bbc.com/news/world-us-canada-49106989
[1] https://www.gd.com/Articles/2019/08/07/general-dynamics-elects-jim-mattis-to-board-of-directors
[1] https://www.politico.com/blogs/donald-trump-administration/2017/01/james-mattis-general-dynamics-divest-stock-233317

Top URLs in Tweet in G7:
[4] https://www.vesselfinder.com/news/19005-General-Dynamics-NASSCO-Lays-Keel-for-Future-USNS-Harvey-Milk
[1] https://twitter.com/LockheedMartin/status/1301256084859105280

Top URLs in Tweet in G8:
[1] https://twitter.com/markhertling/status/1303093935632515073

Top URLs in Tweet in G10:
[1] https://www.businessinsider.com/john-kelly-new-role-will-profit-from-child-separation-policy-2019-5?amp

Top Domains
Top Domains in Tweet in Entire Graph:
[184] google.com
[165] politico.com
[101] adsbexchange.com
[64] twitter.com
[47] linkedin.com
[32] falcons.pk
[21] aviationphotocompany.com
[21] blackburnnews.com
[21] gocleared.com
[15] dronelife.com

Top Domains in Tweet in G1:
[184] google.com
[101] adsbexchange.com
[35] twitter.com
[27] linkedin.com
[21] gocleared.com
[10] dronelife.com
[9] co.uk
[6] reflik.com
[5] seekingalpha.com
[5] politico.com

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

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

Top Domains in Tweet in G4:
[132] politico.com

Top Domains in Tweet in G6:
[6] defensenews.com
[6] twitter.com
[5] militaryleak.com
[3] companiesmarketcap.com
[2] politico.com
[1] bbc.com
[1] gd.com

Top Domains in Tweet in G7:
[4] vesselfinder.com
[1] twitter.com

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

Top Domains in Tweet in G10:
[1] businessinsider.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[123] usnavy
[119] submarines
[106] risingpakwarindustry
[37] mujahideeneaflakkosalam
[35] aviation
[33] pakistan
[32] pakistanairforce
[32] paf
[24] drone
[21] 48042d



Top Hashtags in Tweet in G1:
[21] 48042d
[14] securityclearance
[14] clearances
[14] jobs
[12] 44f027
[11] 44f044
[9] 44f0a6
[9] 44f187
[9] 48047b
[8] job

Top Hashtags in Tweet in G6:
[1] rocketwomen
[1] theranosjim

Top Hashtags in Tweet in G7:
[120] usnavy
[119] submarines
[9] usaf
[4] generaldynamicsnassco
[4] nassco
[1] usnsharveymilk

Top Hashtags in Tweet in G9:
[106] risingpakwarindustry

Top Words
Top Words in Tweet in Entire Graph:
[2834] general
[2726] dynamics
[719] board
[700] defense
[499] member
[476] secretaries
[474] fighting
[468] falcon
[429] air
[397] boeing

Top Words in Tweet in G1:
[647] dynamics
[644] general
[312] air
[303] fighting
[303] falcon
[264] ft
[236] 16am
[204] netherlands
[199] over
[180] flight

Top Words in Tweet in G2:
[235] vice
[234] trump
[234] hand
[234] picked
[234] acting
[234] secretaries
[234] defense
[234] board
[234] member
[234] general

Top Words in Tweet in G3:
[230] trump's
[230] vp
[229] general
[229] dynamics
[229] boeing
[228] prior
[228] three
[228] secretaries
[228] defense
[228] board

Top Words in Tweet in G4:
[164] cernovich
[131] lol
[36] general
[36] dynamics
[27] mattis
[27] board
[18] member
[18] industrial
[17] gooster1949
[17] served

Top Words in Tweet in G5:
[134] built
[133] mikeokuda
[133] first
[133] sketch
[133] dedication
[133] plaque
[133] bridge
[133] enterprise
[133] listed
[133] ship

Top Words in Tweet in G6:
[106] general
[86] dynamics
[47] realdonaldtrump
[44] board
[42] mattis
[29] directors
[27] military
[25] defense
[17] industrial
[17] complex

Top Words in Tweet in G7:
[141] general
[141] dynamics
[120] #usnavy
[119] #submarines
[119] roll
[119] virginia
[119] class
[119] ssn
[119] electric
[119] boat

Top Words in Tweet in G8:
[105] general
[105] dynamics
[88] retired
[88] defense
[86] admirals
[86] generals
[86] contractor
[86] boards
[86] directors
[86] mattis

Top Words in Tweet in G9:
[131] general
[131] dynamics
[106] #risingpakwarindustry
[76] jf
[76] 17
[68] missile
[67] raytheon
[67] systems
[67] entered
[67] service

Top Words in Tweet in G10:
[80] general
[77] dynamics
[71] sits
[67] kelly
[55] mmescience
[52] kids
[50] calliburn
[43] board
[35] boards
[34] mattis

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2395] general,dynamics
[492] member,general
[475] board,member
[473] secretaries,defense
[472] defense,board
[467] fighting,falcon
[264] dynamics,16am
[261] 16am,fighting
[256] air,force
[239] hand,picked

Top Word Pairs in Tweet in G1:
[576] general,dynamics
[302] fighting,falcon
[236] 16am,fighting
[235] dynamics,16am
[160] belgian,air
[160] air,component
[160] component,general
[142] air,force
[128] falcon,fa
[123] ft,heading

Top Word Pairs in Tweet in G2:
[234] trump,hand
[234] hand,picked
[234] picked,acting
[234] acting,secretaries
[234] secretaries,defense
[234] defense,board
[234] board,member
[234] member,general
[234] general,dynamics
[234] dynamics,retired

Top Word Pairs in Tweet in G3:
[229] general,dynamics
[228] trump's,prior
[228] prior,three
[228] three,secretaries
[228] secretaries,defense
[228] defense,board
[228] board,member
[228] member,general
[228] dynamics,theranos
[228] theranos,vp

Top Word Pairs in Tweet in G4:
[130] cernovich,lol
[36] general,dynamics
[20] cernovich,mattis
[17] gooster1949,cernovich
[17] mattis,served
[17] served,member
[17] member,general
[17] dynamics,board
[17] board,directors
[17] directors,75

Top Word Pairs in Tweet in G5:
[133] first,sketch
[133] sketch,dedication
[133] dedication,plaque
[133] plaque,bridge
[133] bridge,enterprise
[133] enterprise,listed
[133] listed,ship
[133] ship,being
[133] being,built
[133] built,newport

Top Word Pairs in Tweet in G6:
[84] general,dynamics
[28] board,directors
[18] mattis,board
[17] military,industrial
[17] industrial,complex
[15] board,general
[15] directors,general
[12] realdonaldtrump,general
[11] general,mattis
[10] lockheed,martin

Top Word Pairs in Tweet in G7:
[141] general,dynamics
[119] #submarines,#usnavy
[119] #usnavy,roll
[119] roll,virginia
[119] dynamics,electric
[119] electric,boat
[117] saturnax1,#submarines
[88] boat,shipyard
[87] virginia,class
[87] class,ssn

Top Word Pairs in Tweet in G8:
[105] general,dynamics
[86] retired,admirals
[86] admirals,generals
[86] generals,defense
[86] defense,contractor
[86] contractor,boards
[86] boards,directors
[86] directors,general
[86] dynamics,mattis
[86] mattis,wall

Top Word Pairs in Tweet in G9:
[131] general,dynamics
[76] jf,17
[67] #risingpakwarindustry,raytheon
[67] raytheon,missile
[67] missile,systems
[67] systems,general
[67] dynamics,entered
[67] entered,service
[67] service,1981
[67] 1981,provides

Top Word Pairs in Tweet in G10:
[77] general,dynamics
[35] sits,boards
[32] kelly,sits
[30] caging,kids
[27] board,general
[27] boards,calliburn
[27] calliburn,general
[26] profits,caging
[24] sits,board
[24] joshuamzeitz,chrislhayes

Top Replied-To
Top Replied-To in Entire Graph:
@cernovich
@realdonaldtrump
@rabrowne75
@donaldjtrumpjr
@kylegriffin1
@thelastrefuge2
@sarahjks77
@kurtschlichter
@washingtonpost
@thehill

Top Replied-To in G3:
@jmartnyt
@sratliff13

Top Replied-To in G4:
@cernovich
@thelastrefuge2
@gooster1949
@maggienyt
@donjuanw

Top Replied-To in G5:
@mikeokuda

Top Replied-To in G6:
@realdonaldtrump
@kylegriffin1
@strimel
@josefavomjaaga
@nprpolitics
@whitehouse
@abc
@breitbartnews
@ssg_pain
@_zigmeister_

Top Replied-To in G8:
@leftflankvets

Top Replied-To in G10:
@paulrieckhoff
@jrubinblogger
@donwinslow
@davidrlurie
@timfullerton
@atwibble_2xremo
@adamweinstein
@danielsgoldman
@page88
@djrothkopf

Top Mentioned
Top Mentioned in Entire Graph:
@wjrue
@maxkennerly
@cernovich
@mikeokuda
@saturnax1
@alexhortontx
@ihtiatkr
@mmescience
@ddayen
@davidmerner

Top Mentioned in G1:
@gocleared
@contractspy
@militaryshops
@theefinanceguy
@sundevilvets
@srhmjournal
@kevendeyoung

Top Mentioned in G2:
@wjrue

Top Mentioned in G3:
@maxkennerly
@jmartnyt

Top Mentioned in G4:
@cernovich
@gooster1949
@johannascharf
@_minitrue_
@maggienyt
@yoakumgirl923
@watchmaga
@tonyblauer
@techhelp
@theskiter

Top Mentioned in G5:
@mikeokuda
@humanoidhistory

Top Mentioned in G6:
@realdonaldtrump
@kylegriffin1
@potus
@therealmaddog58
@bryandeanwright
@openureyesnsee
@adjunctprofesor
@ejl1984
@g_lame3
@waszappa

Top Mentioned in G7:
@saturnax1
@archer83able
@kobaz4
@vesselfinder

Top Mentioned in G8:
@alexhortontx
@leftflankvets
@wjrue

Top Mentioned in G9:
@ihtiatkr
@arsh431
@blokchaln
@nid_z0
@fatherofenemy

Top Mentioned in G10:
@mmescience
@chrislhayes
@joshuamzeitz
@mi
@designmom
@timfullerton
@waltshaub
@jrubinblogger
@atwibble_2xremo
@theplumlinegs

Top Tweeters
Top Tweeters in Entire Graph:
@americanbanking
@tickerreport
@consumerfeed
@easy_branches
@dynamocooligan
@souljahsingh
@watchlistn
@engineersday
@libertad717
@dailypoliticaln

Top Tweeters in G1:
@americanbanking
@tickerreport
@consumerfeed
@watchlistn
@dailypoliticaln
@jacekwierzbicki
@dakotafinancial
@zolmaxnews
@stocknewstimes
@marketcurrents

Top Tweeters in G2:
@cloudwanderer3
@1loriking
@lizditz
@ken_crichlow
@roripierpont1
@zentaoprincess
@coalminetweety
@garden4u_wa
@cindyceemerson
@lilsliceofcraze

Top Tweeters in G3:
@givemepie360
@emersonfan1
@llama_strudel
@spryguy
@valsadie
@notacquiescing
@tbell1968
@ecuadordon
@edwardarowe1
@drdind

Top Tweeters in G4:
@souljahsingh
@_yvonneburton
@yoakumgirl923
@petefrt
@bikerbd
@mightymouth5413
@weldtowrite
@bakersonpeekay
@shelley2021
@salosso

Top Tweeters in G5:
@dynamocooligan
@fredkiesche
@denniskoch10
@samhainnight
@andreszamudiofc
@selene_air
@mikeokuda
@marssandiego
@empresscarri
@shelltone

Top Tweeters in G6:
@jimboazil
@foxnews
@alabamamangreg
@radiofreetom
@adjunctprofesor
@abc
@dailycaller
@doodlestrks
@joehos18
@primmrs

Top Tweeters in G7:
@s_total_s2
@frioacero
@macjuanma
@paelarrastre
@jfifudhdvhdjzuh
@ironfalcon77
@naveenku555
@hl10pm
@arunthakur_19
@usagreat88

Top Tweeters in G8:
@nslayton
@vv4change
@grayconnolly
@ljohn44
@melodyisdestiny
@im_x1
@woodyman502
@luvlibertypeace
@ginthegin
@cannibal_sauce

Top Tweeters in G9:
@one_pak_
@pak_2662
@jamvirk
@mirzawaismughal
@blokchaln
@gu_shi9
@jam2020_
@usaleet
@bhti_am
@gh4ll

Top Tweeters in G10:
@debratdmbg
@cabird6
@crazymomma007
@juliebhunt
@momness1
@murielcooperi
@carollei4
@cindila2009
@laurabergerol
@cindycinnis