General Dynamics, Twitter, 9/14/2019 8:00:32 PM, 209721


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General Dynamics_2019-09-14_12-51-01.xlsx
General Dynamics_2019-09-14_12-51-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 14, 2019
Short Description:
General Dynamics via NodeXL http://bit.ly/31p5F78
@4evernevertrump
@natashabertrand
@b1e56df9ce6549f
@bumphbean
@showupamerica
@fighttowin2020
@rschooley
@realdonaldtrump
@ewarren
@medbennett

Top hashtags:
#ehsb
#retrospectiva
#etej
#cloud
#48041c
#dsei

Description:
Description
The graph represents a network of 2,423 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 Saturday, 14 September 2019 at 19:51 UTC.

The requested start date was Saturday, 14 September 2019 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 11-day, 3-hour, 16-minute period from Saturday, 31 August 2019 at 00:04 UTC to Wednesday, 11 September 2019 at 03:21 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 : 2423
Unique Edges : 3067
Edges With Duplicates : 592
Total Edges : 3659
Number of Edge Types : 3
Tweet : 707
Mentions : 2653
Replies to : 299
Self-Loops : 707
Reciprocated Vertex Pair Ratio : 0.00635368866925521
Reciprocated Edge Ratio : 0.0126271483689933
Connected Components : 502
Single-Vertex Connected Components : 232
Maximum Vertices in a Connected Component : 887
Maximum Edges in a Connected Component : 1575
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.31201
Graph Density : 0.000485813595487506
Modularity : 0.746509
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[56] http://social.icims.com/board/General-Dynamics-Information-Technology,-Inc.-2441.html?isd_source=twitter&isd_pub=2460918
[56] Networks&iisn=Brian
[48] https://www.defensenews.com/industry/2019/08/08/general-dynamics-re-welcomes-mattis-to-board-of-directors/
[18] https://www.opdeepstate.com/2019/09/07/dod-awards-7-6b-cloud-bpa-to-general-dynamics-it/
[13] https://www.politico.com/story/2019/08/07/jim-mattis-general-dynamics-defense-contractor-3702067
[8] https://www.businessinsider.com/former-defense-secretary-mattis-rejoins-general-dynamics-board-2019-8
[8] https://www.citizensforethics.org/mattis-zero-tolerance-policy-general-dyanmics/
[7] https://www.yutainvest.com/general-dynamics-pentagon-contract/
[5] http://out.faveeo.com/?url=https://cyberstartupobservatory.com/cyber-startup-observatory-chuck-brooks-cybersecurity-leader-of-the-week/&vertical=cybersecurity&family=ai
[5] https://www.gurufocus.com/news/22220/george-soros-buys-walmart-stores-inc-fedex-corp-advanced-micro-devices-inc-sells-general-dynamics-corp-google-inc-intel-corp

Top URLs in Tweet in G1:
[2] https://www.politico.com/story/2019/08/07/jim-mattis-general-dynamics-defense-contractor-3702067
[1] https://twitter.com/CNN/status/1168327712446078977

Top URLs in Tweet in G2:
[56] http://social.icims.com/board/General-Dynamics-Information-Technology,-Inc.-2441.html?isd_source=twitter&isd_pub=2460918
[56] Networks&iisn=Brian
[4] http://finance.yahoo.com/news/general-dynamics-wins-1-billion-113800873.html?.tsrc=fauxdal
[4] https://blog.executivebiz.com/2019/09/general-dynamics-awarded-air-force-contract-for-radiation-effects-research/
[3] https://siliconangle.com/2019/08/29/dod-awards-7-6b-office-365-contract-general-dynamics-partners/
[3] https://fortune.com/2019/08/29/general-dynamics-pentagon-contract/
[3] https://www.yutainvest.com/general-dynamics-pentagon-contract/
[3] https://www.thestockobserver.com/?p=2282800
[3] https://www.gurufocus.com/news/22220/george-soros-buys-walmart-stores-inc-fedex-corp-advanced-micro-devices-inc-sells-general-dynamics-corp-google-inc-intel-corp
[2] https://itjobpro.com/job/sr-subject-matter-expert-eagan-mn-techjobs-itjobs

Top URLs in Tweet in G3:
[3] https://www.opensecrets.org/revolving/rev_summary.php?id=78054
[2] https://www.opensecrets.org/pacs/pacgot.php?cycle=2016&cmte=C00303024cycle=2016&cmte=C00303024
[2] https://www.politico.com/story/2015/02/elizabeth-warren-defense-massachusetts-115157.html
[2] https://www.businessinsider.com/former-defense-secretary-mattis-rejoins-general-dynamics-board-2019-8
[1] https://sputniknews.com/analysis/201802081061457601-nuclear-posture-profits-revealed/
[1] https://www.codepink.org/divest_from_the_war_machine
[1] https://www.politico.com/story/2019/08/07/jim-mattis-general-dynamics-defense-contractor-3702067
[1] https://twitter.com/tytpolitics/status/1170446747493117952
[1] https://www.fool.com/investing/2019/08/31/general-dynamics-wins-1b-to-build-two-floating-nav.aspx
[1] https://www.bizjournals.com/milwaukee/news/2019/07/13/president-trump-announces-more-f-35-military.html

Top URLs in Tweet in G5:
[5] https://www.politico.com/story/2019/08/07/jim-mattis-general-dynamics-defense-contractor-3702067
[2] https://www.linkedin.com/slink?code=edUWZTt
[1] https://mobile.twitter.com/generaldynamics/status/1159174516624580609
[1] https://www.reuters.com/article/us-general-dynamics-mattis-idUSKCN1UX27C
[1] https://www.citizensforethics.org/mattis-zero-tolerance-policy-general-dyanmics/

Top URLs in Tweet in G6:
[47] https://www.defensenews.com/industry/2019/08/08/general-dynamics-re-welcomes-mattis-to-board-of-directors/
[1] https://twitter.com/EdwardGLuce/status/1169597789258571776

Top URLs in Tweet in G7:
[4] https://www.generaldynamics.uk.com/gdls-uk-showcases-eagle-at-dsei-2019/
[4] https://www.unmannedsystemstechnology.com/2019/09/general-dynamics-ugv-joins-wave-relay-ecosystem/?utm_content=buffer416c3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.forbes.com/best-employers-by-state/#1155e30c487a
[3] https://stackoverflow.com/jobs/293665/devops-specialist-general-dynamics-mission
[2] https://educationnewscanada.com/social/gvgv/article/education/category/General/99/787279/General-Dynamics-Teams-Up-with-Carleton-University-to-Support-FIRST-Robotics-Competition-in-Ottawa.html
[2] http://www.capitalcw.com
[1] https://www.generaldynamics.uk.com/gdls-uk-showcases-adaptable-foxhound-vehicle-at-dsei-2019/
[1] https://www.generaldynamics.uk.com/general-dynamics-uk-awarded-3-5-billion-to-deliver-589-scout-sv-platforms-to-the-british-army/
[1] https://www.generaldynamics.uk.com/gdls-uk-establishes-unique-uk-national-capability-for-armoured-fighting-vehicle-design-and-production
[1] https://firstroboticscanada.org/carleton/

Top URLs in Tweet in G10:
[1] https://www.ejercitos.org/2019/09/02/santa-barbara-sistemas-dejara-de-fabricar-municion-en-espana/

Top Domains
Top Domains in Tweet in Entire Graph:
[112] icims.com
[48] defensenews.com
[41] omyplane.com
[40] twitter.com
[18] linkedin.com
[18] opdeepstate.com
[17] yahoo.com
[17] politico.com
[14] genphys.com
[13] bizjournals.com

Top Domains in Tweet in G1:
[2] politico.com
[1] twitter.com

Top Domains in Tweet in G2:
[112] icims.com
[41] omyplane.com
[16] twitter.com
[15] linkedin.com
[14] genphys.com
[9] yahoo.com
[8] itjobpro.com
[7] fortune.com
[5] bizjournals.com
[5] jobviewtrack.com

Top Domains in Tweet in G3:
[5] opensecrets.org
[3] politico.com
[3] twitter.com
[2] businessinsider.com
[1] sputniknews.com
[1] codepink.org
[1] fool.com
[1] bizjournals.com
[1] nymag.com

Top Domains in Tweet in G5:
[5] politico.com
[2] linkedin.com
[1] twitter.com
[1] reuters.com
[1] citizensforethics.org

Top Domains in Tweet in G6:
[47] defensenews.com
[1] twitter.com

Top Domains in Tweet in G7:
[7] uk.com
[5] unmannedsystemstechnology.com
[4] stackoverflow.com
[3] forbes.com
[2] firstroboticscanada.org
[2] educationnewscanada.com
[2] capitalcw.com
[1] twitter.com
[1] sponsorcircle.com
[1] persistentsystems.com

Top Domains in Tweet in G10:
[1] ejercitos.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[72] ehsb
[36] retrospectiva
[19] etej
[14] cloud
[13] 48041c
[12] dsei
[12] generaldynamics
[12] 48041e
[12] infografia
[10] aviation



Top Hashtags in Tweet in G1:
[1] morningjoe

Top Hashtags in Tweet in G2:
[8] techjobs
[8] itjobs
[5] stocks
[4] cloud
[4] generaldynamics
[3] markets
[3] military
[2] azure
[2] eagan
[2] msftadvocate

Top Hashtags in Tweet in G3:
[1] neverwhiplashwarren
[1] lyinliz

Top Hashtags in Tweet in G5:
[2] maddog
[2] maddog2020
[1] maddogmattis
[1] baddogmattis
[1] trumpswamp

Top Hashtags in Tweet in G7:
[12] dsei
[8] bluefinrobotics
[6] robotics
[4] foxhound
[4] gdatdsei
[4] eagle
[4] defense
[3] gduknews
[3] onthisday
[3] usnavy

Top Words
Top Words in Tweet in Entire Graph:
[1691] Words in Sentiment List#1: Positive
[1597] Words in Sentiment List#2: Negative
[8] Words in Sentiment List#3: Angry/Violent
[50063] Non-categorized Words
[53351] Total Words
[1502] general
[1367] dynamics
[752] mattis
[475] 4evernevertrump
[411] better

Top Words in Tweet in G1:
[477] mattis
[468] 4evernevertrump
[399] natashabertrand
[396] corruption
[395] better
[395] held
[395] account
[395] allowed
[395] pretend
[394] perfe

Top Words in Tweet in G2:
[271] dynamics
[267] general
[66] out
[61] ts
[59] check
[59] opportunity
[58] sci
[58] career
[58] great
[56] gt

Top Words in Tweet in G3:
[88] ewarren
[71] general
[71] military
[57] dynamics
[45] spending
[39] vote
[34] mattis
[34] really
[34] yes
[34] trump's

Top Words in Tweet in G4:
[181] etika
[91] matpat
[90] matpatgt
[90] nah
[90] man
[90] people
[90] forget
[90] death
[90] glad
[90] posted

Top Words in Tweet in G5:
[82] general
[80] dynamics
[60] mattis
[52] 7
[47] august
[46] 2019
[41] board
[39] defense
[34] secretary
[34] reuters

Top Words in Tweet in G6:
[56] mattis
[47] t
[47] imagine
[47] keeping
[47] quiet
[46] rschooley
[10] mr
[10] board
[10] general
[10] dynamics

Top Words in Tweet in G7:
[69] general
[69] dynamics
[26] systems
[20] unmanned
[18] gdms
[16] land
[16] uk
[16] vehicle
[16] news
[13] gduknews

Top Words in Tweet in G9:
[2] equations

Top Words in Tweet in G10:
[34] general
[34] dynamics
[33] rejercitos
[33] santa
[33] bárbara
[33] sistemas
[33] propiedad
[33] european
[33] land
[33] systems

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1182] general,dynamics
[401] natashabertrand,mattis
[401] mattis,better
[401] better,held
[401] held,account
[401] account,corruption
[401] corruption,allowed
[401] allowed,pretend
[400] 4evernevertrump,natashabertrand
[400] pretend,perfe

Top Word Pairs in Tweet in G1:
[395] natashabertrand,mattis
[395] mattis,better
[395] better,held
[395] held,account
[395] account,corruption
[395] corruption,allowed
[395] allowed,pretend
[394] 4evernevertrump,natashabertrand
[394] pretend,perfe
[77] defense,secretary

Top Word Pairs in Tweet in G2:
[206] general,dynamics
[59] check,out
[56] ts,sci
[56] out,great
[56] great,career
[56] career,opportunity
[46] sci,required
[42] new,post
[41] published,omyplane
[41] omyplane,watch

Top Word Pairs in Tweet in G3:
[57] general,dynamics
[45] military,spending
[34] ewarren,really
[34] really,vote
[34] vote,yes
[34] yes,trump's
[34] trump's,outrageous
[34] outrageous,military
[34] spending,bill
[34] bill,good

Top Word Pairs in Tweet in G4:
[90] matpatgt,nah
[90] nah,man
[90] man,people
[90] people,forget
[90] forget,etika
[90] etika,death
[90] death,glad
[90] glad,matpat
[90] matpat,posted
[90] posted,brought

Top Word Pairs in Tweet in G5:
[80] general,dynamics
[34] defense,secretary
[33] former,defense
[33] reuters,august
[33] august,7
[32] 7,2019
[31] secretary,mattis
[31] mattis,rejoins
[31] 2019,former
[25] dynamics,board

Top Word Pairs in Tweet in G6:
[47] t,imagine
[47] imagine,mattis
[47] mattis,keeping
[47] keeping,quiet
[46] rschooley,t
[10] board,general
[10] general,dynamics
[9] shortly,before
[9] before,mr
[9] mr,mattis

Top Word Pairs in Tweet in G7:
[69] general,dynamics
[16] land,systems
[16] news,general
[15] dynamics,land
[13] gdms,news
[11] read,full
[11] first,robotics
[11] robotics,competition
[10] gduknews,general
[10] systems,uk

Top Word Pairs in Tweet in G10:
[34] general,dynamics
[33] santa,bárbara
[33] bárbara,sistemas
[33] sistemas,propiedad
[33] propiedad,general
[33] dynamics,european
[33] european,land
[33] land,systems
[33] systems,dejará
[33] dejará,fabricar

Top Replied-To
Top Replied-To in Entire Graph:
@thehill
@juliadavisnews
@billkristol
@nprinskeep
@natashabertrand
@realdonaldtrump
@ewarren
@washingtonpost
@alirogin
@katalva3

Top Replied-To in G1:
@natashabertrand
@nickkristof
@billkristol
@4evernevertrump

Top Replied-To in G3:
@realdonaldtrump
@ewarren
@nprinskeep
@tytpolitics
@9dashline
@richardhaass
@charliekirk11
@maxblumenthal
@sputnikint
@berniesanders

Top Replied-To in G4:
@matpatgt

Top Replied-To in G5:
@billkristol
@alirogin
@mollyjongfast
@crewcrew
@markhertling
@thecipherbrief
@maddow
@rschooley
@mehdirhasan
@brianschatz

Top Replied-To in G6:
@3662brendon

Top Replied-To in G8:
@jimdtweet

Top Replied-To in G9:
@thewrongquest

Top Replied-To in G10:
@rejercitos

Top Mentioned
Top Mentioned in Entire Graph:
@4evernevertrump
@natashabertrand
@twomad_
@matpatgt
@ewarren
@rschooley
@history_flightv
@barbaralnewsome
@rejercitos
@forbes

Top Mentioned in G1:
@4evernevertrump
@natashabertrand
@facethenation
@maddow
@scottwongdc
@cnn

Top Mentioned in G2:
@edimosip
@rheumatic_bio
@hybrid_ts
@contractspy
@realpro4real
@34northdrones
@freedompartyju1
@contactlight69

Top Mentioned in G3:
@ewarren
@barbaralnewsome
@bohemiantoo
@realdonaldtrump
@johnfavere
@sheisartmoney
@aaron_glantz
@showupamerica
@opensecretsdc
@brainsprinkles

Top Mentioned in G4:
@twomad_
@matpatgt

Top Mentioned in G5:
@bumphbean
@malcolmnance
@judywoodruff
@newshour
@mmescience
@alirogin
@mehdirhasan
@paulszoldra
@radiofreetom
@soledadobrien

Top Mentioned in G6:
@rschooley
@stephenwertheim
@grahamdavida

Top Mentioned in G7:
@gdms
@gduknews
@canfirst
@gdms_c
@pswaverelay
@carletonu_eng
@carleton_u
@unmannedsystem
@pearson_eng_ltd
@stackdevjobs

Top Mentioned in G8:
@leftistbasher
@kenneth72712993
@aanthanurdc
@roypentland
@nobodycynic
@robhon_
@asinister
@dan613
@tigg47
@bradschrag

Top Mentioned in G9:
@forthemasses
@runninghippo
@flatslugbrains
@theolifant
@laikaandyuri
@cobraeldiablo
@tinman_73
@alastairjallen1
@bikinatroll
@wiguy45

Top Mentioned in G10:
@rejercitos
@triandafillov
@jpereztriana
@gcolpie
@javierjordane
@albertobueno_
@ptmyapodcast
@casusbellipod
@will_pulido
@trufault

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@americanbanking
@missb62
@tickerreport
@m_m1941
@marshawright
@consumerfeed
@sleekmoneycom
@bizarromoma
@libertad717

Top Tweeters in G1:
@missb62
@eykis
@politicalbee
@syr829
@79topper
@newyorker2212
@sar_oso
@brettaapplebaum
@3chicspolitico
@sexygirl798

Top Tweeters in G2:
@occuworld
@americanbanking
@tickerreport
@consumerfeed
@sleekmoneycom
@bizarromoma
@intercooleronli
@zolmaxnews
@prpnews
@storminvestor

Top Tweeters in G3:
@businessinsider
@b1e56df9ce6549f
@bernieupstateny
@paulsorrentino3
@painter_nancy
@truthtotweet
@kelownascott
@unspokenbond
@pensivetm
@kokeshi_me

Top Tweeters in G4:
@fawfulrrool
@shahlxrd
@necros25
@satisfactorybro
@lakunebtw
@yung_guh
@names_xd
@faaaaayyyyyy
@justentropical
@batman10019

Top Tweeters in G5:
@politico
@radiofreetom
@dunnclan
@politeperson123
@aquarius1049
@howyofwi
@crazybob48
@mollyjongfast
@mehdirhasan
@newshour

Top Tweeters in G6:
@estarianne
@pookoo_2000
@zannerina
@drmaggiesa
@tahfromslc
@bracing
@edwebb
@pointsnorthe
@corneliagracchi
@clementsira

Top Tweeters in G7:
@john1966olsen
@santchiweb
@stackdevjobs
@dcarsoncpa_mfc
@robotconsumer
@kutybajeffrey
@linuxdreams
@auvsi
@kingneptune767
@goodfynd

Top Tweeters in G8:
@rmack2x
@euphoriceuler
@rln_nelson
@toimatom
@asinister
@mjmissy
@noelturner194
@leftistbasher
@ethonraptor
@glaser_holly

Top Tweeters in G9:
@rmbctious
@bikinatroll
@keigh_see
@cobraeldiablo
@flatslugbrains
@alastairjallen1
@captscorch
@dwolfman54
@j5_project
@redsoxmvp

Top Tweeters in G10:
@abraxasspa
@dcarrionf
@0d5909f1f9a4455
@josecvazquezp
@infilanak
@madridvk
@arce_ebh
@jennermostoles
@jpereztriana
@santi544