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mattis_2017-03-20_05-55-30.xlsx
mattis_2017-03-20_05-55-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 20, 2017
Short Description:
mattis via NodeXL http://bit.ly/2nXyIdR
@ilangoldenberg
@potus
@jamesfallows
@sciam
@foxnews
@revkin
@neekee_hunt
@militarytimes

Description:
Description
The graph represents a network of 4,950 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 Monday, 20 March 2017 at 12:57 UTC.

The requested start date was Monday, 20 March 2017 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 4-day, 0-hour, 12-minute period from Wednesday, 15 March 2017 at 20:44 UTC to Sunday, 19 March 2017 at 20:57 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 : 4950
Unique Edges : 5352
Edges With Duplicates : 891
Total Edges : 6243
Self-Loops : 1224
Reciprocated Vertex Pair Ratio : 0.0106475445458496
Reciprocated Edge Ratio : 0.0210707374758117
Connected Components : 980
Single-Vertex Connected Components : 574
Maximum Vertices in a Connected Component : 2632
Maximum Edges in a Connected Component : 3530
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.476595
Graph Density : 0.000189855720265904
Modularity : 0.761554
NodeXL Version : 1.0.1.375

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[304] https://twitter.com/ilangoldenberg/status/843255685555113988
[174] http://www.militarytimes.com/articles/donald-trump-climate-change-epa-james-mattis
[88] http://www.foxnews.com/politics/2017/03/14/mattis-withdraws-pentagon-pick-seen-as-muslim-brotherhood-supporter.html
[46] https://creepingsharia.wordpress.com/2017/03/16/mattis-withdraws-musbrother-choice/
[30] https://www.rt.com/usa/381054-boeing-executive-pentagon-budget/
[29] http://www.nytimes.com/2017/03/19/insider/marine-nude-photo-scandal-jim-mattis.html?partner=IFTTT
[24] http://arabic.cnn.com/world/2017/03/17/wd-170317-honor-cordon-sec-mattis-saudi?sr=twCNN031717wd-170317-honor-cordon-sec-mattis-saudi0850AMVideoLink&linkId=35562121#autoplay
[23] http://www.latimes.com/world/la-fg-china-mattis-20170204-story.html?utm_campaign=crowdfire&utm_content=crowdfire&utm_medium=social&utm_source=twitter#4715658716-tw#1486284540686
[20] http://www.independent.co.uk/news/world/americas/us-politics/james-mattis-us-defence-secretary-climate-change-destabilise-world-security-donald-trump-global-a7630676.html
[19] https://www.mojahedin.org/newsen/53763?c=twitter&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G1:
[4] https://twitter.com/ilangoldenberg/status/843255685555113988
[2] https://twitter.com/PaulSzoldra/status/842466992175042560
[2] https://twitter.com/joshrogin/status/843114195205939200
[1] http://ln.is/businessinsider.com/Md5jq
[1] https://twitter.com/i/web/status/843204058798264320
[1] https://twitter.com/i/web/status/843269791788032001
[1] https://twitter.com/i/web/status/842064855284776960
[1] https://twitter.com/i/web/status/842457208046600193
[1] https://twitter.com/lynnp27/status/843283745964662784
[1] https://twitter.com/adegrandpre/status/842516671604580352

Top URLs in Tweet in G2:
[29] http://www.nytimes.com/2017/03/19/insider/marine-nude-photo-scandal-jim-mattis.html?partner=IFTTT
[22] http://www.militarytimes.com/articles/donald-trump-climate-change-epa-james-mattis
[12] https://twitter.com/ilangoldenberg/status/843255685555113988
[11] http://Pro.trumppresident45.info/bI
[9] https://www.rt.com/usa/381054-boeing-executive-pentagon-budget/
[8] https://www.rt.com/usa/381054-boeing-executive-pentagon-budget/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=RSS
[8] https://www.mojahedin.org/newsen/53763/Mohammed-bin-Salman-Mattis-discuss-Iran%E2%80%99s-%E2%80%98destabilizing-regional-activities%E2%80%99
[6] http://www.foxnews.com/politics/2017/03/14/mattis-withdraws-pentagon-pick-seen-as-muslim-brotherhood-supporter.html
[6] http://www.defensenews.com/articles/sources-mattis-ricardel-clashed-over-pentagon-appointees
[6] https://www.jihadwatch.org/2017/03/mattis-withdraws-pro-muslim-brotherhood-obama-era-mattis-pick-for-undersecretary-for-policy

Top URLs in Tweet in G3:
[273] https://twitter.com/ilangoldenberg/status/843255685555113988
[3] https://www.jacobinmag.com/2017/03/obama-trump-mattis-united-states-empire
[2] https://twitter.com/billkristol/status/841456728722014208
[1] https://twitter.com/i/web/status/841860715090722817
[1] http://linkis.com/time.com/4588472/don/ggURX

Top URLs in Tweet in G4:
[6] https://creepingsharia.wordpress.com/2017/03/16/mattis-withdraws-musbrother-choice/
[4] https://twitter.com/DRUDGE_REPORT/status/843495169999552513
[2] http://www.military.com/daily-news/2017/02/28/mattis-gives-white-house-tentative-plan-rapid-defeat-isis.html?ESRC=todayinmil.sm
[2] http://thehill.com/policy/defense/324112-lawmakers-request-info-from-mattis-on-marines-nude-photo-scandal
[1] https://twitter.com/sciam/status/843522503729451008
[1] https://twitter.com/i/web/status/843499128327954432
[1] https://twitter.com/i/web/status/822606593808277504
[1] https://twitter.com/i/web/status/842762483416948736
[1] https://climateandsecurity.org/2017/03/14/secretary-mattis-clear-eyed-on-climate-security-risks/
[1] https://twitter.com/i/web/status/831240296486862848

Top URLs in Tweet in G5:
[7] http://www.militarytimes.com/articles/donald-trump-climate-change-epa-james-mattis
[7] https://www.linkedin.com/slink?code=dA5EcB4
[3] http://mhlr.autofollow.fr/polticsnewz/?url=http://www.businessinsider.com/mattis-mcmaster-and-tillerson-are-getting-locked-out-2017-3&utm_source=twitter-tools&utm_medium=PolticsNewz&utm_campaign=article
[2] http://dailycaller.com/2016/12/01/jim-mad-dog-mattis-once-wrote-a-letter-on-the-importance-of-reading-and-its-a-must-read/
[1] https://www.scientificamerican.com/article/trumps-defense-secretary-cites-climate-change-as-national-security-challenge/?WT.mc_id=SA_TW_ENGYSUS_NEWS
[1] https://twitter.com/i/web/status/842497945467584512
[1] https://twitter.com/ericgarland/status/842751055423131648
[1] https://twitter.com/davidyankovich/status/842601502556409856
[1] https://twitter.com/altusda_ars/status/843525093615697920
[1] https://twitter.com/ilangoldenberg/status/843255685555113988

Top URLs in Tweet in G6:
[12] http://www.realclearpolitics.com/video/2017/03/16/mulvaney_were_not_spending_money_on_climate_change_anymore_waste_of_your_money.html
[6] https://www.propublica.org/article/trumps-defense-secretary-cites-climate-change-national-security-challenge
[4] http://www.sciencemag.org/news/2017/03/trump-s-defense-chief-cites-climate-change-national-security-challenge
[3] https://www.linkedin.com/slink?code=dA5EcB4
[3] http://www.independent.co.uk/news/world/americas/us-politics/james-mattis-us-defence-secretary-climate-change-destabilise-world-security-donald-trump-global-a7630676.html
[3] https://www.propublica.org/article/trumps-defense-secretary-cites-climate-change-national-security-challenge?utm_content=bufferd1162&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://www.militarytimes.com/articles/donald-trump-climate-change-epa-james-mattis
[2] http://www.presidency.krd/english/articledisplay.aspx?id=J6HxdXlDlew=
[2] http://taskandpurpose.com/mattis-climate-change-impacting-stability-threaten-ops/?utm_content=buffer6f99d&utm_medium=social&utm_source=twitter&utm_campaign=tp-buffer
[2] http://www.huffingtonpost.com/entry/james-mattis-climate-change_us_58c92f8ae4b01c029d77a713?section=us_politics&utm_content=buffer0a28d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G7:
[3] https://www.youtube.com/watch?v=BSyqrZON8Hw&feature=youtu.be
[2] https://twitter.com/WeAreTennis/status/842374698252021760
[2] https://twitter.com/liamdibenedetto/status/773981034916487168
[2] https://twitter.com/ulyceseditions/status/842688588328386560
[2] https://twitter.com/simssog/status/842651494486687745
[2] https://www.periscope.tv/w/a5xGETc2MTg4NnwxbXJHbWVScVdqekd5y1_lhjEtnGOADlsOMMPt9zRpb3HUlKixzdzXpWiHZGk=
[2] https://twitter.com/hanwtonin/status/840225063324532736
[2] http://www.tf1.fr/tmc/quotidien-avec-yann-barthes/videos/mercredi-transpi-types-itrisent-tricks.html
[2] https://twitter.com/konbinifr/status/842033436835627014
[2] http://handnews.fr/2017/edf-m-fin-de-carriere-internationale-omeyer-narcisse/

Top URLs in Tweet in G8:
[80] http://www.foxnews.com/politics/2017/03/14/mattis-withdraws-pentagon-pick-seen-as-muslim-brotherhood-supporter.html
[15] https://clarionproject.org/gen-mattis-withdraws-pro-brotherhood-pick/
[2] http://www.trunews.com/article/mattis-discusses-fighting-isis-with-saudi-prince-bin-salman?utm_content=1489755112&utm_medium=social&utm_source=twitter#When:12:31:00Z
[2] http://www.usatoday.com/story/news/politics/2017/01/23/mattis-support-nato/96971878/
[1] https://twitter.com/i/web/status/822580613630795778
[1] https://twitter.com/i/web/status/842683806851260417
[1] https://t.co/EhRgIZa4bU

Top URLs in Tweet in G9:
[42] http://www.militarytimes.com/articles/donald-trump-climate-change-epa-james-mattis
[12] http://www.militarytimes.com/articles/donald-trump-climate-change-epa-james-mattis?platform=hootsuite
[8] http://www.huffingtonpost.com/entry/james-mattis-climate-change_us_58c92f8ae4b01c029d77a713?ncid=engmodushpmg00000004
[5] http://trib.al/fP8HUeB
[2] http://ht.ly/e3P0309WfI2via
[2] http://blog.ucsusa.org/shana-udvardy/secretary-of-defense-james-mattis-the-lone-climate-change-soldier-in-this-administrations-cabinet
[1] http://blog.ucsusa.org/shana-udvardy/secretary-of-defense-james-mattis-the-lone-climate-change-soldier-in-this-administrations-cabinet#.WM4uRo1YW2Y.twitter
[1] https://twitter.com/i/web/status/842472504807575552
[1] http://www.militarytimes.com/articles/donald-trump-climate-change-epa-james-mattis?utm_content=buffer9ff07&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.defense.gov/News/Article/Article/1121946/mattis-saudi-defense-minister-discuss-middle-east-security-environment?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G10:
[13] http://dailycaller.com/2017/03/15/everyone-is-misinterpreting-mattiss-remarks-on-climate-change/?utm_campaign=atdailycaller&utm_source=Twitter&utm_medium=Social
[12] https://www.defense.gov/News/Article/Article/1121946/mattis-saudi-defense-minister-discuss-middle-east-security-environment
[3] http://trib.al/G5IzObf
[3] http://apcss.org/new-director-to-lead-the-daniel-k-inouye-asia-pacific-center-for-security-studies/
[2] http://www.foxnews.com/politics/2017/03/14/mattis-withdraws-pentagon-pick-seen-as-muslim-brotherhood-supporter.html
[1] http://www.defensenews.com/articles/white-house-pulls-mattis-pick-for-top-policy-spot-over-senators-objections
[1] https://twitter.com/i/web/status/842477907092164608
[1] http://dailycaller.com/2017/02/27/mattis-shows-up-unannounced-gives-middle-east-policy-office-a-pop-quiz/
[1] https://twitter.com/i/web/status/842753881880870912
[1] http://english.alarabiya.net/en/News/middle-east/2017/03/17/Over-3-hours-Saudi-Deputy-Crown-Prince-Pentagon-chief-discuss-ISIS-Iran.html

Top Domains
Top Domains in Tweet in Entire Graph:
[703] twitter.com
[203] militarytimes.com
[91] foxnews.com
[62] nytimes.com
[55] linkis.com
[55] rt.com
[51] wordpress.com
[38] cnn.com
[33] co.uk
[32] trumppresident45.info

Top Domains in Tweet in G1:
[14] twitter.com
[1] ln.is

Top Domains in Tweet in G2:
[112] twitter.com
[39] nytimes.com
[29] linkis.com
[28] rt.com
[26] militarytimes.com
[15] trumppresident45.info
[13] google.com
[11] ncr-iran.org
[10] mojahedin.org
[9] magafans.us

Top Domains in Tweet in G3:
[276] twitter.com
[3] jacobinmag.com
[1] linkis.com

Top Domains in Tweet in G4:
[24] twitter.com
[6] wordpress.com
[3] thehill.com
[2] military.com
[1] climateandsecurity.org
[1] co.uk
[1] breitbart.com
[1] defenseone.com
[1] pri.org

Top Domains in Tweet in G5:
[7] militarytimes.com
[7] linkedin.com
[6] twitter.com
[3] autofollow.fr
[2] dailycaller.com
[1] scientificamerican.com
[1] realclearpolitics.com

Top Domains in Tweet in G6:
[18] twitter.com
[12] realclearpolitics.com
[9] propublica.org
[4] linkedin.com
[4] sciencemag.org
[3] co.uk
[2] militarytimes.com
[2] house.gov
[2] presidency.krd
[2] taskandpurpose.com

Top Domains in Tweet in G7:
[43] twitter.com
[3] youtube.com
[2] periscope.tv
[2] tf1.fr
[2] handnews.fr
[2] unibet.fr
[2] gofundme.com

Top Domains in Tweet in G8:
[80] foxnews.com
[15] clarionproject.org
[2] twitter.com
[2] trunews.com
[2] usatoday.com
[1] t.co

Top Domains in Tweet in G9:
[55] militarytimes.com
[8] huffingtonpost.com
[7] twitter.com
[5] trib.al
[3] ucsusa.org
[2] ht.ly
[1] defense.gov

Top Domains in Tweet in G10:
[15] dailycaller.com
[12] defense.gov
[3] trib.al
[3] apcss.org
[2] foxnews.com
[2] twitter.com
[1] defensenews.com
[1] alarabiya.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[178] climatechange
[102] mattis
[92] secdef
[73] iran
[56] keepitintheground
[36] news
[35] climate
[34] pentagon
[32] saudi
[32] actonclimate



Top Hashtags in Tweet in G1:
[1] tillerson
[1] mattis

Top Hashtags in Tweet in G2:
[16] pentagon
[15] mattis
[14] climatechange
[12] boeing
[6] iran
[5] news
[4] military
[3] trump
[3] secdef
[3] rt

Top Hashtags in Tweet in G3:
[2] caravanblunderson

Top Hashtags in Tweet in G4:
[8] mattis
[6] tytlive
[4] impeach
[4] maga
[4] usapray4trump
[4] rally4trump
[4] march4trump
[4] pray4trump
[2] obamacare
[2] isis

Top Hashtags in Tweet in G5:
[9] budget
[1] mattis

Top Hashtags in Tweet in G6:
[69] secdef
[30] actonclimate
[10] climatechange
[4] secaf
[4] ksa
[3] mattis
[1] trump
[1] yourefired
[1] tinyhandstrump
[1] firetrump

Top Hashtags in Tweet in G7:
[4] psgol
[3] turkishairlineshelpsomalia
[2] sampjuve
[2] freebet
[2] teamparieur
[2] video
[2] nbaonabc
[2] démocratie
[2] gotze
[2] fifa

Top Hashtags in Tweet in G8:
[15] muslimbrotherhood
[2] isis
[1] maga
[1] budget2017
[1] resist
[1] impeachtrump

Top Hashtags in Tweet in G9:
[61] climatechange
[10] climate
[6] mattis
[4] security
[4] government
[4] dod
[3] trump
[3] defense
[1] secretaryofdefense
[1] actonclimate

Top Hashtags in Tweet in G10:
[12] secdef
[12] mattis
[1] china

Top Words
Top Words in Tweet in Entire Graph:
[3220] Words in Sentiment List#1: Positive
[2606] Words in Sentiment List#2: Negative
[65] Words in Sentiment List#3: Angry/Violent
[85737] Non-categorized Words
[91564] Total Words
[3823] mattis
[1056] ilangoldenberg
[1052] climate
[1007] change
[957] tillerson

Top Words in Tweet in G1:
[979] ilangoldenberg
[618] mattis
[523] tillerson
[514] gov't
[474] experience
[409] well
[404] tillerson's
[402] difference
[402] 40
[401] compare

Top Words in Tweet in G2:
[535] mattis
[142] climate
[137] change
[111] pentagon
[110] trump
[88] defense
[79] s
[78] security
[64] national
[60] secretary

Top Words in Tweet in G3:
[340] mattis
[306] jamesfallows
[299] tillerson
[276] t
[273] thread
[273] fascinating
[273] knows
[273] hapless
[273] doesn
[64] 5

Top Words in Tweet in G4:
[134] great
[126] potus
[119] mattis
[77] general
[73] s
[73] james
[70] again
[70] secdef
[69] quote
[69] now

Top Words in Tweet in G5:
[223] mattis
[207] climate
[200] sciam
[200] change
[191] impacting
[191] stability
[191] areas
[191] world
[191] troops
[191] operating

Top Words in Tweet in G6:
[204] mattis
[139] climate
[135] change
[93] revkin
[69] secdef
[60] world
[59] impacting
[59] stability
[57] defense
[57] areas

Top Words in Tweet in G7:
[47] mattis_moreau
[43] pour
[41] et
[40] des
[37] c'est
[36] à
[35] pas
[34] il
[34] je
[31] est

Top Words in Tweet in G8:
[105] mattis
[95] pick
[87] foxnews
[80] pentagon
[80] muslim
[80] brotherhood
[75] pulls
[75] over
[75] fears
[20] withdraws

Top Words in Tweet in G9:
[66] climate
[61] climatechange
[61] pentagon
[59] mattis
[57] white
[57] house
[57] doubts
[57] change
[47] here's
[46] administration

Top Words in Tweet in G10:
[78] mattis
[39] secdef
[28] saudi
[28] ahead
[28] meeting
[25] pentagon
[23] jokes
[23] fm
[23] jubeir
[23] always

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[998] climate,change
[441] tillerson,mattis
[423] well,reviewed
[423] trip,asia
[423] asia,tillerson's
[423] tillerson's,mess
[423] difference,40
[423] 40,years
[420] reviewed,first
[420] first,trip

Top Word Pairs in Tweet in G1:
[401] well,reviewed
[401] trip,asia
[401] asia,tillerson's
[401] tillerson's,mess
[401] mess,difference
[401] difference,40
[401] 40,years
[400] ilangoldenberg,compare
[400] years,gov't
[398] compare,mattis's

Top Word Pairs in Tweet in G2:
[135] climate,change
[62] national,security
[54] gen,mattis
[50] boeing,executive
[50] executive,mattis
[49] trump,picks
[49] picks,boeing
[49] mattis,deputy
[49] deputy,pentagon
[49] pentagon,gets

Top Word Pairs in Tweet in G3:
[273] thread,fascinating
[273] fascinating,mattis
[273] mattis,knows
[273] knows,hapless
[273] hapless,tillerson
[273] tillerson,doesn
[273] doesn,t
[272] jamesfallows,thread
[34] mcmaster,mattis
[32] 5,5

Top Word Pairs in Tweet in G4:
[66] great,quote
[66] quote,incredible
[66] incredible,leader
[66] leader,general
[66] general,s
[66] s,patton
[66] patton,now
[66] now,great
[66] great,leadership
[66] leadership,again

Top Word Pairs in Tweet in G5:
[200] climate,change
[198] mattis,climate
[192] sciam,mattis
[191] change,impacting
[191] impacting,stability
[191] stability,areas
[191] areas,world
[191] world,troops
[191] troops,operating
[191] operating,today

Top Word Pairs in Tweet in G6:
[131] climate,change
[76] mattis,climate
[63] secdef,mattis
[59] change,impacting
[59] impacting,stability
[57] stability,areas
[57] areas,world
[57] world,troops
[53] troops,operating
[53] operating,today

Top Word Pairs in Tweet in G7:
[9] il,est
[6] pour,les
[6] https,t
[6] t,co
[4] pmu_sportif,mattis_moreau
[4] 1,65
[4] h,13
[4] 13,1
[4] 1,45
[4] au,quick

Top Word Pairs in Tweet in G8:
[80] pentagon,pick
[80] muslim,brotherhood
[75] mattis,pulls
[75] pulls,pentagon
[75] pick,over
[75] over,muslim
[75] brotherhood,fears
[74] foxnews,mattis
[20] mattis,withdraws
[16] general,mattis

Top Word Pairs in Tweet in G9:
[57] white,house
[57] house,doubts
[57] climate,change
[44] here's,pentagon
[39] doubts,climate
[39] change,here's
[36] militarytimes,white
[32] climatechange,real
[29] grateful,someone
[29] someone,administration

Top Word Pairs in Tweet in G10:
[35] secdef,mattis
[23] mattis,jokes
[23] jokes,saudi
[23] saudi,fm
[23] fm,jubeir
[23] jubeir,always
[23] always,good
[23] good,see
[23] see,alive
[23] alive,ahead

Top Replied-To
Top Replied-To in Entire Graph:
@mattis_moreau
@realdonaldtrump
@ilangoldenberg
@plaid_mattis
@billkristol
@mattis_ann
@pierrelo79
@potus
@pmu_sportif
@foxnews

Top Replied-To in G1:
@ilangoldenberg
@paulmd199
@michaelsinghdc
@ericgarland
@maxandbellasmom
@empiricalerror
@ajsdad4227
@islander44

Top Replied-To in G2:
@southernf124788

Top Replied-To in G3:
@jamesfallows
@2111015

Top Replied-To in G4:
@realdonaldtrump
@plaid_mattis
@potus
@america_1st_
@joenbc
@secy_state_us
@sarahkendzior
@vp
@crkittle
@angrysnowflakes

Top Replied-To in G5:
@sciam
@rvawonk

Top Replied-To in G6:
@nrdc
@revkin
@delaneybe1849
@foe_us
@skeetertwo
@uriminzok
@vanjones68
@apnsadinapowell
@propublica
@taskandpurpose

Top Replied-To in G7:
@mattis_moreau
@pierrelo79
@pmu_sportif
@pronosrush
@pxraa
@mightyprono
@hugenastylouv
@nissapelo
@neotips_
@orny33

Top Replied-To in G8:
@foxnews
@sandrasmithfox
@beserioususa
@awakealert
@mmfrog

Top Replied-To in G9:
@ucsusa
@cnn
@davidmackau

Top Replied-To in G10:
@secureamerica

Top Mentioned
Top Mentioned in Entire Graph:
@ilangoldenberg
@jamesfallows
@sciam
@potus
@revkin
@foxnews
@nathandwilsonfl
@pauledawson
@militarytimes
@realdonaldtrump

Top Mentioned in G1:
@ilangoldenberg
@melissajpeltier
@lorenraedej
@posselist
@bfriedmandc
@brendannyhan
@usmcdoordie
@empiricalerror
@bklynmichael42
@thestustein

Top Mentioned in G2:
@yceek
@watchwomens
@louisethaxton
@nuevomedio
@slava381977

Top Mentioned in G3:
@jamesfallows
@ilangoldenberg
@kansuyildirim
@janetetennessee
@dleonhardt

Top Mentioned in G4:
@potus
@nathandwilsonfl
@realdonaldtrump
@vp
@plaid_mattis
@whitehouse
@jim_peoples_
@blisstabitha
@wesclarkjr
@saudiembassyusa

Top Mentioned in G5:
@sciam
@revkin
@rvawonk
@ilangoldenberg
@drbobbullard
@realdonaldtrump
@jamesfallows
@polticsnewz
@michikokakutani

Top Mentioned in G6:
@revkin
@deptofdefense
@envdefensefund
@propublica
@statedept
@billgates
@potus
@energycommerce
@sciam
@sascdems

Top Mentioned in G7:
@mattis_moreau
@hugenastylouv
@oosnii7
@mightyprono
@sweetprono
@crazymontante
@1
@unibetfrance
@jeromejarre
@trashtalk_fr

Top Mentioned in G8:
@foxnews
@clarionproject
@trunews
@cbsnews
@cnnnewsroom
@camanpour
@statedept
@skynews
@guardian
@telegraph

Top Mentioned in G9:
@militarytimes
@chelseaclinton
@huffpostpol
@allanmargolin
@ucsusa
@maximaxoo
@snowsox184
@ucsshana
@angeliquemages
@ashleysiefert

Top Mentioned in G10:
@lucasfoxnews
@dailycaller
@saudiarabia
@pellerindodnews
@depto
@secureamerica
@jengriffinfnc
@jessiejaneduff
@billgertz
@dcexaminer

Top Tweeters
Top Tweeters in Entire Graph:
@juanmuriango
@occuworld
@kratkevijesti
@neqrow_hd
@gerfingerpoken
@1001ptses
@marcylauren
@phildecarolis
@jurylady5
@mikkil

Top Tweeters in G1:
@kat4obama
@itswanda
@_silversmith
@sullyanne1
@semperfelix
@papicek
@prufrockery
@comfortablysmug
@rich_893
@mms5048

Top Tweeters in G2:
@occuworld
@neqrow_hd
@1001ptses
@chaviztanews
@kazi_australia
@amanoticiascl
@news_24_365
@chantelldawnsny
@ivan2266
@nuevomedio

Top Tweeters in G3:
@word_34
@revolution_fr
@mharvey816
@visionaryck
@cloudwanderer3
@lawbibliophile
@katcapps
@anthropic
@lizditz
@2111015

Top Tweeters in G4:
@mikkil
@jim_peoples_
@aluizcosta
@blisstabitha
@jver1
@envymegreatly
@norsu2
@mariema49685063
@rednationrising
@jsnyder555

Top Tweeters in G5:
@shailendra_nair
@ejlandwehr
@towerinthepark
@houckadoodledoo
@tenneynaumer
@noyournot
@kstksti
@drbobbullard
@polticsnewz
@solusnan1

Top Tweeters in G6:
@creoleeprincess
@itsweezie
@girlzinger
@jaketapper
@bwdreyer
@tawanda46
@dianacialino
@lennutrajektoor
@lolalolita0000
@sierraclub

Top Tweeters in G7:
@erwan__r1
@iampostbad
@sofianeraul
@nba
@pierrelo79
@pxraa
@christ_morray
@lordrewey
@sariasayan
@prodbyzay58

Top Tweeters in G8:
@juanmuriango
@guardian
@foxnews
@telegraph
@christophheer52
@drginareghetti
@orlandoandresm4
@skynews
@sherrysue66
@diannesteiner

Top Tweeters in G9:
@qxnews
@ohiomail
@huffpostpol
@solutioneer72
@nrgrenaissance
@gis_sharer
@lolgop
@djmer1
@amazingchevvolt
@cnn

Top Tweeters in G10:
@twright55
@pet1713
@dcexaminer
@kabalissima
@lauracgilleslil
@dailycaller
@mohammedsabr
@rickandkim30yrs
@mcnealygeorge
@rncat50