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mattis_2017-11-14_13-26-39.xlsx
mattis_2017-11-14_13-26-39.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 14, 2017
Short Description:
mattis via NodeXL http://bit.ly/2zEzeHz
@davidcorndc
@kimtompkins12
@deptofdefense
@ncarolina7516
@thomaswictor
@potus
@realdonaldtrump

Description:
Description
The graph represents a network of 5,248 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 Tuesday, 14 November 2017 at 21:28 UTC.

The requested start date was Tuesday, 14 November 2017 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 3-day, 2-hour, 10-minute period from Friday, 10 November 2017 at 20:00 UTC to Monday, 13 November 2017 at 22:10 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 : 5248
Unique Edges : 6144
Edges With Duplicates : 606
Total Edges : 6750
Self-Loops : 753
Reciprocated Vertex Pair Ratio : 0.00243690165361184
Reciprocated Edge Ratio : 0.00486195520055565
Connected Components : 612
Single-Vertex Connected Components : 310
Maximum Vertices in a Connected Component : 3723
Maximum Edges in a Connected Component : 5014
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.529079
Graph Density : 0.000209142448414193
Modularity : 0.800886
NodeXL Version : 1.0.1.389

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[81] https://fb.me/AAnpqHvZ
[59] http://dailycaller.com/2017/11/13/jim-mattis-spent-veterans-day-alone-amongst-the-fallen/?utm_source=site-share
[28] http://dailycaller.com/2017/11/13/jim-mattis-spent-veterans-day-alone-amongst-the-fallen/?utm_campaign=atdailycaller&utm_source=Twitter&utm_medium=Social
[17] http://ijr.com/the-declaration/2017/11/1015926-army-veteran-saw-a-lone-man-at-arlington-on-veterans-day-heres-what-he-was-doing/
[15] http://freebeacon.com/national-security/mattis-found-talking-families-friends-fallen-soldiers-arlington-national-cemetery-veterans-day/
[13] http://dailycaller.com/2017/11/13/jim-mattis-spent-veterans-day-alone-amongst-the-fallen/
[12] http://www.express.co.uk/news/uk/878842/UK-Ministry-of-Defence-Michael-Fallon-British-Army-MOD-tank-Jim-Mattis-Government
[12] https://twitter.com/rnicholasburns/status/929702823352328197
[9] https://fb.me/2L1AhH9I6
[8] http://ijr.com/the-declaration/2017/11/1015926-army-veteran-saw-a-lone-man-at-arlington-on-veterans-day-heres-what-he-was-doing/?utm_source=Facebook&utm_medium=Owned&utm_term=ijamerica&utm_campaign=ods&utm_content=Politics

Top URLs in Tweet in G1:
[2] https://twitter.com/edredstateblues/status/929597897716400128
[1] https://twitter.com/i/web/status/929363216295227392
[1] https://fb.me/Csmi5woQ
[1] https://twitter.com/i/web/status/929682206632611840

Top URLs in Tweet in G2:
[10] http://www.express.co.uk/news/uk/878842/UK-Ministry-of-Defence-Michael-Fallon-British-Army-MOD-tank-Jim-Mattis-Government
[8] http://freebeacon.com/national-security/mattis-found-talking-families-friends-fallen-soldiers-arlington-national-cemetery-veterans-day/
[8] http://dailycaller.com/2017/11/13/jim-mattis-spent-veterans-day-alone-amongst-the-fallen/
[6] http://ijr.com/the-declaration/2017/11/1015926-army-veteran-saw-a-lone-man-at-arlington-on-veterans-day-heres-what-he-was-doing/
[3] http://www.express.co.uk/news/uk/878842/UK-Ministry-of-Defence-Michael-Fallon-British-Army-MOD-tank-Jim-Mattis-Government?utm_source=dlvr.it&utm_medium=twitter
[3] https://america.sarahpalinnews.com/2017/11/13/james-mattis-something-veterans-day-proves-hes-greatest-time/
[2] https://twitter.com/NoSlackDelta/status/929575707608600582
[2] https://wpmagazine.be/nullam-tristique-malesuada-non-lacus/
[2] https://twitter.com/USATODAY/status/929756649354444800
[2] http://www.foxnews.com/politics/2017/10/28/mattis-us-will-not-accept-nuclear-north-korea.html

Top URLs in Tweet in G3:
[4] https://thepoliticalinsider.com/james-mattis-veterans-day/?utm_medium=web-push&utm_source=wp-send
[3] https://www.youtube.com/watch?v=_bdwOh9OvZg&feature=youtu.be
[1] https://twitter.com/i/web/status/930070664635207680
[1] http://truepundit.com/army-veteran-saw-a-lone-man-at-arlington-on-veterans-day-who-it-was-defines-what-it-means-to-serve-america/
[1] https://twitter.com/i/web/status/930143848579379200
[1] http://freebeacon.com/national-security/mattis-found-talking-families-friends-fallen-soldiers-arlington-national-cemetery-veterans-day/
[1] http://dailycaller.com/2017/11/13/jim-mattis-spent-veterans-day-alone-amongst-the-fallen/?utm_campaign=atdailycaller&utm_source=Twitter&utm_medium=Social
[1] https://twitter.com/i/web/status/928194668399153153
[1] https://twitter.com/i/web/status/928935855326220288
[1] https://twitter.com/i/web/status/929094106302877698

Top URLs in Tweet in G4:
[3] https://twitter.com/langdaleca/status/929365498130821126
[2] http://www.businessinsider.com/mattis-secret-military-options-for-north-korea-2017-9
[1] https://fb.me/AAnpqHvZ
[1] https://twitter.com/i/web/status/929463616151085058
[1] https://twitter.com/i/web/status/929507461312086017
[1] https://twitter.com/Gino_8686/status/925459976637878272
[1] https://twitter.com/i/web/status/929509924073172992
[1] https://twitter.com/i/web/status/930131650658406402
[1] https://twitter.com/i/web/status/929979635718348800
[1] https://twitter.com/i/web/status/929937547882647554

Top URLs in Tweet in G5:
[7] http://ijr.com/the-declaration/2017/11/1015926-army-veteran-saw-a-lone-man-at-arlington-on-veterans-day-heres-what-he-was-doing/
[2] http://victorygirlsblog.com/army-sergeant-meets-secdef-general-mattis-veterans-day/
[2] https://twitter.com/debradelai/status/928874448454848513
[1] https://twitter.com/i/web/status/929866941233270784
[1] https://twitter.com/i/web/status/929511803675185152
[1] https://twitter.com/i/web/status/929427520839147520
[1] https://twitter.com/i/web/status/929505750048825344
[1] https://twitter.com/i/web/status/928282314337026050
[1] https://twitter.com/i/web/status/804633566793572352
[1] https://twitter.com/i/web/status/930149865417519104

Top URLs in Tweet in G6:
[5] https://twitter.com/PoliticalShort/status/930086158599520256
[4] http://truepundit.com/they-served-together-in-2004-and-int-sec-zinke-used-veterans-day-to-recognize-gen-mattis/
[4] http://www.nytimes.com/2017/01/12/us/politics/james-mattis-defense-secretary-nominee.html?smid=tw-share
[3] https://www.youtube.com/watch?v=JkAZUvQAzkc&feature=youtu.be
[1] https://fb.me/1JM20RiR8
[1] https://thepoliticalinsider.com/james-mattis-veterans-day/
[1] https://twitter.com/i/web/status/930172069316358145
[1] https://twitter.com/i/web/status/930153487161229312
[1] https://twitter.com/i/web/status/930150487072083974
[1] http://dailycaller.com/2017/11/13/jim-mattis-spent-veterans-day-alone-amongst-the-fallen/?utm_campaign=atdailycaller&utm_source=Twitter&utm_medium=Social

Top URLs in Tweet in G7:
[3] https://www.defense.gov/News/News-Releases/News-Release-View/Article/1368856/readout-of-secretary-mattis-meeting-with-norwegian-minister-of-defense-frank-ba/
[2] https://www.defense.gov/News/News-Releases/News-Release-View/Article/1368864/readout-of-secretary-of-defense-mattis-meeting-with-german-minister-of-defense/
[1] https://twitter.com/i/web/status/930176257291153408
[1] https://twitter.com/i/web/status/928259903705243648
[1] https://twitter.com/i/web/status/928628825881239552
[1] https://twitter.com/i/web/status/929063241464143873
[1] https://twitter.com/i/web/status/911264501391089664
[1] https://twitter.com/i/web/status/930114078626009088
[1] https://twitter.com/i/web/status/929367393260003329
[1] https://twitter.com/i/web/status/928312875684204544

Top URLs in Tweet in G8:
[1] https://fb.me/AAnpqHvZ
[1] https://twitter.com/i/web/status/929524966206427136
[1] https://twitter.com/i/web/status/926221445260247040
[1] https://twitter.com/i/web/status/929732004228292609
[1] https://twitter.com/i/web/status/929585353266151424
[1] https://twitter.com/i/web/status/929599105126584320

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/928966363351322625

Top URLs in Tweet in G10:
[2] http://dailycaller.com/2017/11/13/jim-mattis-spent-veterans-day-alone-amongst-the-fallen/
[1] https://ijr.com/the-declaration/2017/11/1015926-army-veteran-saw-a-lone-man-at-arlington-on-veterans-day-heres-what-he-was-doing/amp/

Top Domains
Top Domains in Tweet in Entire Graph:
[563] twitter.com
[129] fb.me
[106] dailycaller.com
[41] youtube.com
[35] ijr.com
[24] blogspot.com
[21] co.uk
[20] freebeacon.com
[13] thepoliticalinsider.com
[10] tribunist.com

Top Domains in Tweet in G1:
[4] twitter.com
[1] fb.me

Top Domains in Tweet in G2:
[86] twitter.com
[29] fb.me
[16] co.uk
[16] ijr.com
[9] dailycaller.com
[8] youtube.com
[8] freebeacon.com
[6] tribunist.com
[6] thepoliticalinsider.com
[4] t.co

Top Domains in Tweet in G3:
[6] twitter.com
[4] thepoliticalinsider.com
[3] youtube.com
[1] truepundit.com
[1] freebeacon.com
[1] dailycaller.com

Top Domains in Tweet in G4:
[17] twitter.com
[2] businessinsider.com
[1] fb.me

Top Domains in Tweet in G5:
[50] twitter.com
[7] ijr.com
[2] victorygirlsblog.com
[1] politico.com
[1] truepundit.com
[1] fb.me

Top Domains in Tweet in G6:
[15] twitter.com
[4] truepundit.com
[4] nytimes.com
[3] youtube.com
[1] fb.me
[1] thepoliticalinsider.com
[1] dailycaller.com

Top Domains in Tweet in G7:
[21] twitter.com
[7] defense.gov
[1] freebeacon.com

Top Domains in Tweet in G8:
[5] twitter.com
[1] fb.me

Top Domains in Tweet in G9:
[1] twitter.com

Top Domains in Tweet in G10:
[2] dailycaller.com
[1] ijr.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[257] veteransday
[188] secondservice
[179] military
[179] army
[179] navy
[179] marines
[178] militarymonday
[178] militarystrong
[178] soldiers
[177] coastguard



Top Hashtags in Tweet in G2:
[8] mattis
[5] maga
[5] usmc
[3] rotorua
[3] pakistan
[3] veteransday
[2] us
[2] dunedin
[2] parys
[2] amaturesexvideo

Top Hashtags in Tweet in G3:
[171] militarymonday
[171] militarystrong
[171] military
[171] soldiers
[171] army
[171] navy
[171] marines
[170] coastguard
[8] mattis
[1] veteransday

Top Hashtags in Tweet in G4:
[1] veteransday
[1] secondservice
[1] maga
[1] veterans

Top Hashtags in Tweet in G5:
[56] maga
[54] veteransday
[52] tcot
[6] mattis
[2] politicallycorrect
[2] military
[2] army
[2] navy
[2] marines
[2] veteransdayweekend2017

Top Hashtags in Tweet in G6:
[186] veteransday
[185] secondservice
[4] mccain
[4] newworldorder
[3] nwo
[3] globalist
[3] icann
[3] oic
[1] militarymonday
[1] militarystrong

Top Hashtags in Tweet in G7:
[38] secdef
[6] izoriaindc
[5] nato
[4] belgium
[4] brussels
[2] german
[2] truepatriot
[1] militarymonday
[1] militarystrong
[1] military

Top Hashtags in Tweet in G9:
[1] militarymonday
[1] militarystrong
[1] military
[1] soldiers
[1] army
[1] navy
[1] marines
[1] coastguard

Top Hashtags in Tweet in G10:
[1] mattis

Top Words
Top Words in Tweet in Entire Graph:
[2972] Words in Sentiment List#1: Positive
[1328] Words in Sentiment List#2: Negative
[20] Words in Sentiment List#3: Angry/Violent
[102813] Non-categorized Words
[107115] Total Words
[4162] mattis
[1948] now
[1920] mcmaster
[1867] jim
[1856] kelly

Top Words in Tweet in G1:
[1634] mattis
[1633] kelly
[1633] mcmaster
[1631] davidcorndc
[1630] john
[1629] h
[1629] r
[1629] jim
[1629] now
[1629] owe

Top Words in Tweet in G2:
[283] mattis
[38] day
[34] veterans
[33] james
[27] secretary
[24] gen
[24] mad
[23] general
[23] arlington
[22] s

Top Words in Tweet in G3:
[188] marines
[174] army
[172] soldiers
[171] angels
[171] reside
[171] heaven
[171] militarymonday
[171] militarystrong
[171] military
[171] navy

Top Words in Tweet in G4:
[303] thomaswictor
[207] 26
[171] general
[169] wonder
[169] appreciate
[169] gigantic
[169] cojones
[169] took
[169] pakistanis
[169] nicholson

Top Words in Tweet in G5:
[183] mattis
[119] general
[113] realdonaldtrump
[109] under
[108] president
[106] 95
[104] briefed
[104] nato
[104] brussels
[104] 'isis

Top Words in Tweet in G6:
[236] mattis
[205] potus
[198] general
[191] trump
[189] served
[189] together
[189] 2004
[186] veteransday
[186] now
[186] under

Top Words in Tweet in G7:
[104] mattis
[73] deptofdefense
[61] jim
[46] secdef
[40] nato
[37] mcmaster
[36] nsagov
[34] amandionair
[34] fuck
[33] pardon

Top Words in Tweet in G8:
[127] mattis
[88] met
[79] kelly
[79] mcmaster
[75] those
[71] thought
[71] going
[71] adults
[71] room
[71] reign

Top Words in Tweet in G9:
[114] demonstrate
[114] world
[114] 'no
[114] better
[114] friend
[114] worse
[114] enemy'
[114] u
[114] s
[114] marine

Top Words in Tweet in G10:
[175] t
[168] wouldn
[95] mattis
[93] general
[84] education4libs
[84] definition
[84] marine
[84] s
[84] ask
[84] men

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1864] jim,mattis
[1645] john,kelly
[1644] h,r
[1642] kelly,h
[1642] r,mcmaster
[1642] mcmaster,jim
[1642] mattis,now
[1642] now,owe
[1642] owe,american
[1642] american,public

Top Word Pairs in Tweet in G1:
[1630] john,kelly
[1629] kelly,h
[1629] h,r
[1629] r,mcmaster
[1629] mcmaster,jim
[1629] jim,mattis
[1629] mattis,now
[1629] now,owe
[1629] owe,american
[1629] american,public

Top Word Pairs in Tweet in G2:
[34] veterans,day
[31] james,mattis
[21] mad,dog
[19] jim,mattis
[18] general,mattis
[17] arlington,national
[16] gen,mattis
[16] national,cemetery
[15] dog,mattis
[14] cemetery,veterans

Top Word Pairs in Tweet in G3:
[171] angels,reside
[171] reside,heaven
[171] heaven,militarymonday
[171] militarymonday,militarystrong
[171] militarystrong,military
[171] military,soldiers
[171] soldiers,army
[171] army,navy
[171] navy,marines
[170] usalovegod,angels

Top Word Pairs in Tweet in G4:
[169] 26,wonder
[169] wonder,appreciate
[169] appreciate,gigantic
[169] gigantic,cojones
[169] cojones,took
[169] took,pakistanis
[169] pakistanis,general
[169] general,nicholson
[168] thomaswictor,26
[168] nicholson,ma

Top Word Pairs in Tweet in G5:
[115] general,mattis
[104] mattis,briefed
[104] briefed,nato
[104] nato,brussels
[104] brussels,'isis
[104] 'isis,95
[104] 95,eradicated'
[104] eradicated',under
[104] under,president
[104] president,trump's

Top Word Pairs in Tweet in G6:
[189] together,2004
[188] general,mattis
[185] happy,veteransday
[185] veteransday,general
[185] mattis,served
[185] served,fallujah
[185] fallujah,together
[185] 2004,now
[185] now,secondservice
[185] secondservice,under

Top Word Pairs in Tweet in G7:
[61] jim,mattis
[33] pardon,french
[33] french,fuck
[33] fuck,called
[33] called,patriots
[33] patriots,deptofdefense
[33] deptofdefense,jim
[33] mattis,nsagov
[33] nsagov,advisor
[33] advisor,hr

Top Word Pairs in Tweet in G8:
[71] those,thought
[71] thought,kelly
[71] kelly,mattis
[71] mattis,mcmaster
[71] mcmaster,going
[71] going,adults
[71] adults,room
[71] room,reign
[70] dumptrump33,those
[70] reign,lunatic

Top Word Pairs in Tweet in G9:
[114] demonstrate,world
[114] world,'no
[114] 'no,better
[114] better,friend
[114] friend,worse
[114] worse,enemy'
[114] enemy',u
[114] u,s
[114] s,marine
[114] marine,general

Top Word Pairs in Tweet in G10:
[168] wouldn,t
[84] mattis,definition
[84] definition,marine
[84] marine,s
[84] s,general
[84] general,wouldn
[84] t,ask
[84] ask,men
[84] men,anything
[84] anything,wouldn

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@sarahpalinusa
@thomaswictor
@cyhle98450716
@julianassange
@repstephmurphy
@hzandarski
@tondeur_manon
@thomas1774paine
@politicalshort

Top Replied-To in G1:
@davidcorndc

Top Replied-To in G3:
@rnrkentucky
@brucegoshtac
@govmikehuckabee
@on_the_hook

Top Replied-To in G4:
@thomaswictor
@nzbystander
@michaelmassie
@realmajordan
@annie_amountain
@tracybeanz

Top Replied-To in G5:
@realdonaldtrump
@julianassange
@usatoday
@stevebannen
@loudobbs
@marklevinshow
@mathisthedude
@heidiklum
@mattis_usmc
@massspies

Top Replied-To in G6:
@hzandarski
@kurtschlichter
@davidgreen1313
@siddonsdan
@wsws_updates
@tjbsewob
@realmattcouch
@halliejackson

Top Replied-To in G7:
@joyannreid
@deptofdefense
@georgiadirtroad
@thebradfordfile
@donnawr8
@amandionair
@lnu2017

Top Replied-To in G8:
@louisebagshawe
@sarahpalinusa
@robinschroeds
@funder

Top Replied-To in G10:
@b30wu1f2
@education4libs

Top Mentioned
Top Mentioned in Entire Graph:
@davidcorndc
@thomaswictor
@potus
@secretaryzinke
@usalovegod
@jessiejaneduff
@magapill
@realdonaldtrump
@ksouth4trump
@dailycaller

Top Mentioned in G1:
@davidcorndc
@lofty537
@lanah03
@edredstateblues

Top Mentioned in G2:
@roberthamza8
@declanfinnbooks
@glams_radio
@lisareiss

Top Mentioned in G3:
@usalovegod
@ksouth4trump
@louisaavery8
@govmikehuckabee
@mazurikl
@nivisa4031
@tachyderm
@uraniumrebooted
@rnrkentucky
@lauraleebordas

Top Mentioned in G4:
@thomaswictor
@michaelmassie
@debradelai
@loveusadawn
@comey
@zxcote
@iam_novacaine
@nzbystander
@sarahpalinusa
@ljcljf

Top Mentioned in G5:
@magapill
@realdonaldtrump
@flotus
@julianassange
@__0hour1_
@genflynn
@potus
@mattis_usmc
@ravenonthewind
@marklevinshow

Top Mentioned in G6:
@potus
@secretaryzinke
@thomaswictor
@jrcheneyjohn
@joegretchen94
@codeofvets
@katthehammer
@tpinsidr
@jillibean557
@siddonsdan

Top Mentioned in G7:
@deptofdefense
@nsagov
@amandionair
@nato
@thebradfordfile
@cb618444
@genflynn
@mike_beacham
@kamvtv
@stacybrewer18

Top Mentioned in G8:
@dumptrump33
@funder
@davidcorndc
@susienoodle
@sarahpalinusa
@tmb1229

Top Mentioned in G9:
@jessiejaneduff
@usalovegod

Top Mentioned in G10:
@education4libs
@that_no1_biatch
@b30wu1f2
@mariabonanno9
@thomaswictor

Top Tweeters
Top Tweeters in Entire Graph:
@parishatzi
@maggyw519
@myfreedomnews
@chris_1791
@insubcontinent
@news_24_365
@monicasloves
@prosyria1
@kristinandrene
@badjerry_1

Top Tweeters in G1:
@monicasloves
@badjerry_1
@bannerite
@run_ishere
@manmet80
@solutioneer72
@lechatnoire4
@paxnostrum
@jamestoupin
@actdontreact

Top Tweeters in G2:
@parishatzi
@myfreedomnews
@insubcontinent
@news_24_365
@pops131
@patvpeters
@mdlmurray
@quicksilver2723
@kulganofcrydee
@ascension_guide

Top Tweeters in G3:
@delta
@patriotmarie
@k_gainsbarre
@eggretweet
@incognitopatrio
@the626killa
@brothervet
@snikpmis
@rebeccafaussett
@sassafras_knob

Top Tweeters in G4:
@9975ts
@babysgramma
@drawandstrike
@friendlyjmc
@aliashere
@celesteherget
@mariandclough
@60sreno
@rparisee
@eversfam

Top Tweeters in G5:
@lynn_weiser
@amyloukingery
@unbornness
@ericsteelelive
@organic2016
@nightingalern
@wavetossed
@nytimes
@hambysr
@usatoday

Top Tweeters in G6:
@lucysullivan888
@sweetfreedom29
@toby_dorena
@kurtschlichter
@tyrelle123
@richardtburnett
@ronjellison
@jrcheneyjohn
@paphotog
@clantro

Top Tweeters in G7:
@jtblogs
@octavianotatau
@winegirl73
@richfm39517086
@mredtrain
@mike_beacham
@specialkmb1969
@ncarolina7516
@flconserve941
@drlee4america

Top Tweeters in G8:
@shiraga0516
@tottenbill
@dj_lena
@margaritateresa
@persiankittenz
@zubinf
@lavernewright13
@soccermom1517
@glpiman
@kathryncroft

Top Tweeters in G9:
@missyjo79
@johnwusmc
@sarobards
@leroy_ufc1231
@famdoc7
@knowladgeispwr
@haywire1970
@lynmacjay
@becasilverstein
@tombx7m

Top Tweeters in G10:
@manitobagal
@vito4224
@della1946
@jdjwhite54
@jrbixby
@clannadlore
@adcox71
@knatkaniec
@dtalley1952
@nikkijohn1976