mattis, Twitter, 4/24/2019 11:12:27 PM, 194811


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mattis_2019-04-24_13-53-53.xlsx
mattis_2019-04-24_13-53-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 24, 2019
Short Description:
mattis via NodeXL http://bit.ly/2L0MCww
@realdonaldtrump
@senatordurbin
@gregrubini
@backedwithdata
@mattis_david
@rjintheknow1
@amvetsupport
@radiofreetom
@e_sutton1
@afonso_fonsie

Top hashtags:
#mattis
#trump
#maga
#notredame
#russia
#putin
#whataretheyhiding
#nike

Description:
Description
The graph represents a network of 5,650 Twitter users whose tweets in the requested range contained "mattis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 24 April 2019 at 20:54 UTC.

The requested start date was Tuesday, 23 April 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 8-day, 12-hour, 13-minute period from Sunday, 14 April 2019 at 11:46 UTC to Tuesday, 23 April 2019 at 00:00 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 : 5650
Unique Edges : 6392
Edges With Duplicates : 2657
Total Edges : 9049
Number of Edge Types : 3
Mentions : 6671
Replies to : 1438
Tweet : 940
Self-Loops : 940
Reciprocated Vertex Pair Ratio : 0.0186915887850467
Reciprocated Edge Ratio : 0.036697247706422
Connected Components : 638
Single-Vertex Connected Components : 269
Maximum Vertices in a Connected Component : 3506
Maximum Edges in a Connected Component : 6479
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.181131
Graph Density : 0.000201492315187746
Modularity : 0.69279
NodeXL Version : 1.0.1.411

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[20] https://twitter.com/SenatorDurbin/status/1119276478708035585
[18] https://www.businessinsider.com/mattis-paints-putin-as-dire-threat-as-trump-flatters-him-2018-6
[14] https://twitch.tv/mattie
[8] https://www.politico.com/magazine/story/2018/12/20/mattis-resignation-trump-foreign-policy-223418?utm_source=vahelpers&utm_medium=Twitter
[8] https://vahelpers.blogspot.com/p/blog-page_77.html
[7] https://www.haaretz.com/us-news/trump-asked-mattis-for-plan-to-blow-up-iranian-fast-boats-report-says-1.6834093
[7] http://arabcenterdc.org/policy_analyses/the-post-mattis-us-administration-and-the-rise-of-trumpism/
[7] https://foreignpolicy.com/2019/04/17/the-trials-of-patrick-shanahan-acting-defense-secretary-pentagon-trump-mattis-china-turkey/
[6] https://www.pbs.org/newshour/politics/read-james-mattis-full-resignation-letter
[6] http://www.christinadronen.com/blog/when-parenting-becomes-real-by-chip-mattis

Top URLs in Tweet in G1:
[5] https://thehill.com/opinion/white-house/439680-time-for-democrats-to-accept-reality
[2] https://www.reuters.com/article/us-usa-economy-idUSKCN1RU1FY?utm_campaign=trueAnthem:+Trending+Content&utm_content=5cb8b56c0f1cfa0001e6b915&utm_medium=trueAnthem&utm_source=twitter
[2] https://thehill.com/blogs/congress-blog/economy-budget/438825-how-tax-cuts-helped-my-business-grow
[2] https://insider.foxnews.com/2019/04/19/mark-levin-blasts-robert-mueller-obstruction-op-ed-trump-russia-report
[2] https://www.reuters.com/article/us-usa-immigration-bond/trump-attorney-generals-ruling-expands-indefinite-detention-for-asylum-seekers-idUSKCN1RT053?utm_source=applenews
[2] https://www.politico.com/story/2019/02/03/trump-syria-policy-ron-johnson-1144295
[1] https://www.youtube.com/watch?v=XsFR8DbSRQE&app=desktop

[1] https://www.washingtontimes.com/news/2016/jul/12/obama-admin-sent-taxpayer-money-oust-netanyahu/
[1] https://m.journal-neo.org/2017/01/03/obama-interfered-in-the-brexit-vote-not-putin/
[1] https://dailycaller.com/2019/04/16/rnc-ads-democrats-immigration/

Top URLs in Tweet in G3:
[1] https://www.washingtonpost.com/politics/2019/04/22/trump-says-nobody-disobeys-my-orders-heres-how-wrong-he-is/?utm_term=.45e0b7fb3d07
[1] https://twitter.com/kaitlancollins/status/1120347264868859904

Top URLs in Tweet in G4:
[1] https://keprtv.com/news/local/general-mattis-makes-surprise-appearance-for-gipa-release-party

Top URLs in Tweet in G5:
[1] https://twitter.com/danlamothe/status/1120356535580995585
[1] https://www.theatlantic.com/ideas/archive/2019/01/trumps-attacks-mcchrystal-and-mattis-will-do-lasting-damage/579256/?utm_source=twitter&utm_medium=social&utm_campaign=share
[1] https://twitter.com/mikebarnicle/status/1075934569445109766
[1] https://twitter.com/maggieNYT/status/1115080451897659394

Top URLs in Tweet in G6:
[8] https://www.politico.com/magazine/story/2018/12/20/mattis-resignation-trump-foreign-policy-223418?utm_source=vahelpers&utm_medium=Twitter
[8] https://vahelpers.blogspot.com/p/blog-page_77.html
[4] https://foreignpolicy.com/2019/04/17/the-trials-of-patrick-shanahan-acting-defense-secretary-pentagon-trump-mattis-china-turkey/
[2] https://www.mandamentonotizie.it/quadrelle-la-novita-di-casa-mattis-non-passata-inosservata-foto/
[2] https://www.thedailybeast.com/jim-mattis-resignation-was-just-a-beginning-when-the-commander-in-chief-is-unfit-whats-a-general-to-do?source=twitter&via=desktop
[2] https://www.crexi.com/lease/properties/23890
[2] https://ecf.dcd.uscourts.gov/cgi-bin/DktRpt.pl?189964
[2] https://push.abs-cbn.com/2019/4/16/fresh-scoops/who-is-erik-mattis-choice-for-darna-206496
[2] https://twitter.com/anders_aslund/status/1118879580662661121
[2] https://www.nytimes.com/2018/12/21/opinion/mattis-resignation-foreign-policy-syria.html

Top URLs in Tweet in G8:
[3] https://twitter.com/spotifyfrance/status/1118516878811512832
[2] http://www.legorafi.fr/2019/04/15/des-astronomes-revelent-la-premiere-photo-dun-trottoir-parisien-sans-trottinette-electrique/
[2] http://www.legorafi.fr/u/3nQ
[2] https://twitter.com/bfmtv/status/1118060960613199872
[2] https://twitter.com/KevMetzger/status/1118894358785294337
[2] https://twitter.com/KeskunA/status/1117849067902517248
[2] https://twitter.com/vanfiower/status/1117336805442052096
[2] https://twitter.com/doigby/status/1117850681866620934
[1] https://twitter.com/realDonaldTrump/status/1117844987293487104
[1] https://twitter.com/krysfuller/status/1118452119399534593

Top URLs in Tweet in G9:
[2] https://www.military.com/daily-news/2018/12/30/mcchrystal-slams-trump-over-mattis-resignation-syria-withdrawal.html#.XIgoQgznqXY.twitter
[1] https://twitter.com/DanielJosephNY/status/1120157304576409601
[1] https://twitter.com/415holgate/status/1120111067961577472
[1] https://twitter.com/lbarbara48/status/1120014360544534529
[1] https://www.thedailybeast.com/jim-mattis-resignation-was-just-a-beginning-when-the-commander-in-chief-is-unfit-whats-a-general-to-do?source=twitter&via=desktop
[1] https://twitter.com/billkristol/status/1119194703759663104
[1] https://www.militarytimes.com/news/pentagon-congress/2018/10/15/support-for-trump-is-fading-among-active-duty-troops-new-poll-shows/
[1] https://nypost.com/2018/09/15/trump-fears-james-mattis-is-secretly-a-democrat-as-he-mulls-his-fate/?utm_source=twitter_sitebuttons&utm_medium=site
[1] buttons&utm_campaign=site
[1] buttons

Top Domains
Top Domains in Tweet in Entire Graph:
[192] twitter.com
[40] youtube.com
[28] businessinsider.com
[15] twitch.tv
[14] foreignpolicy.com
[12] politico.com
[11] uscourts.gov
[10] christinadronen.com
[9] blogspot.com
[9] haaretz.com

Top Domains in Tweet in G1:
[14] twitter.com
[7] thehill.com
[4] reuters.com
[3] foxnews.com
[2] youtube.com
[2] politico.com
[1] washingtontimes.com
[1] journal-neo.org
[1] dailycaller.com
[1] mol.im

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

Top Domains in Tweet in G4:
[1] keprtv.com

Top Domains in Tweet in G5:
[3] twitter.com
[1] theatlantic.com

Top Domains in Tweet in G6:
[45] twitter.com
[9] blogspot.com
[8] politico.com
[7] foreignpolicy.com
[5] instagram.com
[5] cnn.com
[4] youtube.com
[4] curiouscat.me
[4] abs-cbn.com
[4] facebook.com

Top Domains in Tweet in G8:
[17] twitter.com
[4] legorafi.fr
[1] bit.ly
[1] po.st
[1] twitch.tv

Top Domains in Tweet in G9:
[5] twitter.com
[2] military.com
[1] thedailybeast.com
[1] militarytimes.com
[1] nypost.com
[1] washingtonpost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[41] mattis
[27] trump
[23] maga
[17] notredame
[15] russia
[14] putin
[13] whataretheyhiding
[13] nike
[13] greatdonaldtrump
[13] whatsatstake



Top Hashtags in Tweet in G1:
[13] mattis
[12] maga
[9] trump
[6] americafirst
[6] dobbs
[5] generals
[5] leadership
[5] trumpcabinet
[5] marshall
[5] flynn

Top Hashtags in Tweet in G6:
[11] maga
[9] crb
[8] trump
[7] deplorables
[7] csa
[6] mattis
[6] campeonatoalagoano2019
[6] clássicodasmultidões
[6] desportoalagoano
[5] qanon

Top Hashtags in Tweet in G8:
[2] jesoutienhugo
[2] jesoutienshugo
[2] radiosexe
[2] godofwar
[2] concours
[1] fumier
[1] enflure
[1] notredamedeparis
[1] otacos
[1] lgbtqsquad

Top Hashtags in Tweet in G9:
[3] mueller
[2] trump
[2] schiff
[2] nielsen
[2] mattis
[2] kelly
[1] impeachmenthearingsnow
[1] doyourjob
[1] jobadvice4life
[1] jobadviceforlife

Top Hashtags in Tweet in G10:
[1] vetsresistsquad

Top Words
Top Words in Tweet in Entire Graph:
[3414] Words in Sentiment List#1: Positive
[3347] Words in Sentiment List#2: Negative
[59] Words in Sentiment List#3: Angry/Violent
[111616] Non-categorized Words
[118381] Total Words
[2938] mattis
[1418] trump
[777] gen
[643] never
[621] doing

Top Words in Tweet in G1:
[209] realdonaldtrump
[178] mattis
[120] trump
[59] s
[51] military
[45] go
[44] kelly
[43] people
[43] tillerson
[39] potus

Top Words in Tweet in G2:
[411] trump
[410] kirstjen
[410] senatordurbin
[407] orders
[406] bill
[406] barr's
[406] pathetic
[406] performance
[406] yesterday
[406] put

Top Words in Tweet in G3:
[378] trump
[377] mattis
[372] mccain
[372] those
[371] demeaned
[371] insulted
[371] military
[371] heroes
[371] mueller
[371] mcmasters

Top Words in Tweet in G4:
[654] gen
[390] mattis
[379] kelly
[351] gregrubini
[326] time
[326] now
[325] doing
[324] 4
[324] months
[324] silence

Top Words in Tweet in G5:
[498] radiofreetom
[252] president
[248] doing
[248] corrosively
[248] dangerous
[248] argues
[248] impugning
[248] character
[247] competen
[26] mattis

Top Words in Tweet in G6:
[345] mattis
[84] trump
[53] e
[49] james
[43] general
[36] api
[35] 18
[34] s
[28] secretary
[26] defense

Top Words in Tweet in G7:
[172] mattis
[172] özgun
[172] came
[172] substitute
[172] degerfors
[172] swedish
[172] 2nd
[172] tier
[172] taken
[172] 10

Top Words in Tweet in G8:
[189] mattis_msn
[94] dorixanne
[82] je
[73] est
[71] et
[70] azy_ote
[64] pas
[56] à
[53] c
[51] ça

Top Words in Tweet in G9:
[69] mattis
[21] trump
[19] tribelaw
[17] mueller
[17] read
[16] s
[15] general
[14] repjerrynadler
[14] kelly
[14] top_sergeant

Top Words in Tweet in G10:
[3] military
[3] trump
[2] freenaynow
[2] canadiancovfefe
[2] mattis
[2] thetruthistell1
[2] robin_ked
[2] cat69q
[2] dannygambit1
[2] us_poll

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[600] never,indicted
[430] bill,barr's
[429] kirstjen,nielsen
[428] barr's,pathetic
[428] pathetic,performance
[428] performance,yesterday
[428] yesterday,put
[428] put,kirstjen
[428] nielsen,followed
[428] followed,orders

Top Word Pairs in Tweet in G1:
[23] general,mattis
[22] realdonaldtrump,go
[20] 6,senategop
[20] senategop,realdonaldtrump
[20] go,against
[20] against,advice
[20] advice,military
[20] military,officers
[20] officers,betray
[20] betray,allies

Top Word Pairs in Tweet in G2:
[406] bill,barr's
[406] barr's,pathetic
[406] pathetic,performance
[406] performance,yesterday
[406] yesterday,put
[406] put,kirstjen
[406] kirstjen,nielsen
[406] nielsen,followed
[406] followed,orders
[406] orders,category

Top Word Pairs in Tweet in G3:
[371] trump,demeaned
[371] demeaned,insulted
[371] insulted,military
[371] military,heroes
[371] heroes,mueller
[371] mueller,mccain
[371] mccain,mcmasters
[371] mcmasters,mattis
[371] mattis,pows
[371] pows,those

Top Word Pairs in Tweet in G4:
[328] gen,mattis
[326] gen,kelly
[326] kelly,gen
[324] mattis,doing
[324] doing,time
[324] time,4
[324] 4,months
[324] months,now
[324] now,silence
[324] silence,under

Top Word Pairs in Tweet in G5:
[248] president,doing
[248] doing,corrosively
[248] corrosively,dangerous
[248] dangerous,argues
[248] argues,radiofreetom
[248] radiofreetom,impugning
[248] impugning,character
[247] radiofreetom,president
[247] character,competen
[14] goes,top

Top Word Pairs in Tweet in G6:
[26] james,mattis
[25] joint,chiefs
[24] general,mattis
[23] north,korea
[22] jim,mattis
[22] mattis,joint
[18] dog,mattis
[17] mad,dog
[17] chiefs,staff
[14] guilherme,mattis

Top Word Pairs in Tweet in G7:
[172] mattis,özgun
[172] özgun,came
[172] came,substitute
[172] substitute,degerfors
[172] degerfors,swedish
[172] swedish,2nd
[172] 2nd,tier
[172] tier,taken
[172] taken,10
[172] 10,seconds

Top Word Pairs in Tweet in G8:
[42] c,est
[23] fruitdubourbier,tymals
[23] _theotim,kamyxlz
[23] rebeuchelou,roijanvier
[22] dorixanne,mattis_msn
[22] mattis_msn,dorixanne
[22] bouckixx,fruitdubourbier
[22] treaks__,_theotim
[22] kamyxlz,karimaskey
[22] karimaskey,rebeuchelou

Top Word Pairs in Tweet in G9:
[7] general,mattis
[6] s,question
[6] repjerrynadler,johnwdean
[6] jim,mattis
[5] mueller,report
[4] repjerrynadler,housejudiciary
[4] question,whether
[4] wonderfullone,thedailybeast
[4] thedailybeast,encourage
[4] encourage,each

Top Word Pairs in Tweet in G10:
[2] thetruthistell1,robin_ked
[2] robin_ked,cat69q
[2] cat69q,dannygambit1
[2] dannygambit1,us_poll
[2] us_poll,michaelcraddo16
[2] michaelcraddo16,japuntichkim
[2] japuntichkim,jswdh1
[2] jswdh1,ricca_19
[2] ricca_19,jacquel53991286

Top Replied-To
Top Replied-To in Entire Graph:
@mattis_msn
@realdonaldtrump
@dorixanne
@azy_ote
@k9mattis
@mattis_h
@mattis_david
@lisaouathena2
@gregrubini
@xalexflex

Top Replied-To in G1:
@realdonaldtrump
@mattis_david
@marklevinshow
@loudobbs
@seanhannity
@jackposobiec
@gopchairwoman
@lrihendry
@rich_gunter
@annettegh86

Top Replied-To in G2:
@senatordurbin

Top Replied-To in G3:
@oranjthnugreen
@crewcrew
@jrpsaki

Top Replied-To in G4:
@gregrubini
@bigbaddeveloper
@coll61490833
@tribunal_watch

Top Replied-To in G5:
@dburbach
@radiofreetom
@doctrine_man
@paulszoldra

Top Replied-To in G6:
@jetuk3

Top Replied-To in G8:
@mattis_msn
@dorixanne
@azy_ote
@lisaouathena2
@xalexflex
@mattis_r
@minitroopers_87
@tizi87213
@jaile100hot
@ti2f_

Top Replied-To in G9:
@tribelaw
@repadamschiff
@repjerrynadler
@top_sergeant
@therickwilson
@electricchimp
@surfredondo
@emptywheel
@johnwdean
@onetobeheard

Top Replied-To in G10:
@gratis_cattus
@thetruthistell1

Top Mentioned
Top Mentioned in Entire Graph:
@senatordurbin
@amvetsupport
@gregrubini
@radiofreetom
@realdonaldtrump
@endastoryfm
@mattis_msn
@rogerkver
@nikocsfb
@realrbhjr

Top Mentioned in G1:
@realdonaldtrump
@potus
@gop
@marklevinshow
@loudobbs
@senategop
@teamtrump
@xtrixcyclex
@whitehouse
@real_defender

Top Mentioned in G2:
@senatordurbin
@sundog723

Top Mentioned in G3:
@amvetsupport
@senatordurbin
@nanadavis_46
@dodgergeo
@flournoyfarrell
@crewcrew
@susemgf
@ald7431
@presssec

Top Mentioned in G4:
@gregrubini
@tribunal_watch
@9999patriotusmc
@awakenedbyq
@dg_tga

Top Mentioned in G5:
@radiofreetom
@paulmcleary
@senatordurbin
@bwanasakkarani
@kaurinshanks
@zenpundit
@doctrine_man
@jimgolby
@fpwellman
@dburbach

Top Mentioned in G6:
@corley_kurt
@jeffdavisshow
@danno_a_jyd
@sneakypete602
@nycnavid
@bluejay58523226

Top Mentioned in G7:
@endastoryfm

Top Mentioned in G8:
@mattis_msn
@dorixanne
@azy_ote
@p34nuutt
@xalexflex
@donaldleretour
@riuji_10
@fruitdubourbier
@tymals
@_theotim

Top Mentioned in G9:
@repjerrynadler
@top_sergeant
@tribelaw
@johnwdean
@thedailybeast
@repadamschiff
@gurbachdavid
@lawrence
@realdonaldtrump
@hell_hascome

Top Mentioned in G10:
@freenaynow
@canadiancovfefe
@robin_ked
@cat69q
@dannygambit1
@us_poll
@michaelcraddo16
@japuntichkim
@jswdh1
@ricca_19

Top Tweeters
Top Tweeters in Entire Graph:
@kompascom
@loupo85
@ez4u2say_janis
@globalissuesweb
@argojournal
@isidormeyer1
@kpnwebcare
@onahunttoday
@phillip92321
@legallybae

Top Tweeters in G1:
@phillip92321
@actdontreact
@foxnews
@wellness4you13
@chatbycc
@gnuman1979
@lrihendry
@gumboqueen3030
@thumppooh
@smp0312

Top Tweeters in G2:
@paulstewartii
@tyberzannxxxx
@solusnan1
@antipandemonium
@barbaraward235
@sandi_childs
@amyayers16
@geostompx
@mildredmud
@upuouo

Top Tweeters in G3:
@trump_enemy
@patta47cake
@castonchris
@jcr914
@jacquelinehine1
@inky_mark
@boandsunny
@educatormary
@sabulosaa
@demgirl50

Top Tweeters in G4:
@ericsteelelive
@brandonjlandry
@conserv2mysoul
@wwjdeux
@klsmith68
@_luv_maga
@sox_maga
@nanavlee7
@lgkitten
@stevenlaststraw

Top Tweeters in G5:
@eddarrell
@newsgirl123456
@morgfair
@partyofwenotme
@zentaoprincess
@quorumcall
@everyhumanknows
@burcham_don
@radiofreetom
@tenneynaumer

Top Tweeters in G6:
@kompascom
@globalissuesweb
@raymondbrown__
@edourdoo
@dnoticiaspt
@pdp00000001
@truthbuster
@playmatestweets
@asmreis
@hollandsimpkins

Top Tweeters in G7:
@mookzuk
@shakeystephens
@_shaaahrul_
@willyfpc
@_mstephenson88
@arcticdonkey
@matt_cafc
@c_hanley2014
@alimcspeed
@matiaszuk

Top Tweeters in G8:
@playstationfr
@baekdosan
@ti2f_
@hypza_domen
@rousp
@cdiscount
@hhid_
@gamemixtreize
@sweetnd_
@malik_bmz

Top Tweeters in G9:
@wonderfullone
@puestoloco
@therickwilson
@thedailybeast
@emptywheel
@seajay603
@tmmckinney777
@funder
@veterans_i
@argusc

Top Tweeters in G10:
@bppope
@bbl58
@sxdoc
@robin_ked
@lynnielee5
@freenaynow
@liltilgerlil
@dianerosemond
@truthforhim1224
@reddragonfly19


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