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DeptofDefense Twitter NodeXL SNA Map and Report for Saturday, 15 June 2019 at 14:51 UTC (experimental version)
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From:
SMRFoundation
Uploaded on:
June 15, 2019
Short Description:
DeptofDefense via NodeXL http://bit.ly/2XMN8jq
@deptofdefense
@usarmy
@aleph_amela
@lcellini
@charliembrown1
@wahab609
@mark3ds
@roelvarmo
@realdonaldtrump
@bourrell

Top hashtags:
#flagday
#陸上自衛隊
#soldiers
#防衛省・自衛隊
#marines
#米陸軍
#実動訓練
#arcticaurora
#usnscomfort

Description:
Description
The graph represents a network of 2,355 Twitter users whose recent tweets contained "DeptofDefense", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 5,000 tweets. The network was obtained from Twitter on Saturday, 15 June 2019 at 14:55 UTC.

The tweets in the network were tweeted over the 1-day, 0-hour, 57-minute period from Friday, 14 June 2019 at 13:53 UTC to Saturday, 15 June 2019 at 14:50 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 : 2355
Unique Edges : 5291
Edges With Duplicates : 154096
Total Edges : 159387
Number of Edge Types : 4
Mentions : 152255
Replies to : 3212
Retweet : 3863
Tweet : 57
Self-Loops : 98
Reciprocated Vertex Pair Ratio : 0.0163555006943373
Reciprocated Edge Ratio : 0.0321846060422043
Connected Components : 40
Single-Vertex Connected Components : 34
Maximum Vertices in a Connected Component : 2304
Maximum Edges in a Connected Component : 159333
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.692725
Graph Density : 0.00118820203944318
Modularity : 0.029966
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[14] https://twitter.com/DeptofDefense/status/1139472549098582017
[12] https://twitter.com/DeptofDefense/status/1139502746489331712
[11] https://twitter.com/deptofdefense/status/1139502746489331712
[6] https://twitter.com/deptofdefense/status/1139472549098582017
[5] http://www.janes.com/article/89151/dod-awards-usd1-8-bn-for-further-f-35-upgrades?socialmedia=twitter
[5] https://twitter.com/DeptofDefense/status/1139563144953528322
[4] https://news.sky.com/story/f-35-jets-chinese-owned-company-making-parts-for-top-secret-uk-us-fighters-11741889
[4] https://twitter.com/DeptofDefense/status/1139653741223825408
[3] https://www.familialstatus.org/
[2] https://twitter.com/DeptofDefense/status/1138747772230934528

Top URLs in Tweet in G1:
[3] https://news.sky.com/story/f-35-jets-chinese-owned-company-making-parts-for-top-secret-uk-us-fighters-11741889
[3] https://twitter.com/DeptofDefense/status/1139502746489331712
[2] https://www.beckershospitalreview.com/healthcare-information-technology/icahn-school-of-medicine-earns-27m-dod-contract-to-develop-tech-that-measures-patients-exposure-to-infectious-agents.html?oly_enc_id=5234C7740601I7Z
[2] https://twitter.com/JenGriffinFNC/status/1139260682866700290
[2] https://twitter.com/deptofdefense/status/1139502746489331712
[1] https://www.defense.gov/explore/story/Article/1872849/polish-president-defense-minister-visit-f-35-facility-in-florida/
[1] https://www.defense.gov/explore/story/Article/1866944/75-years-later-these-d-day-vets-remember/
[1] https://www.defense.gov/explore/story/Article/1876495/us-djiboutian-defense-leaders-discuss-continued-cooperation/
[1] https://www.defense.gov/explore/story/Article/1874143/us-polish-leaders-agree-to-increased-american-presence-in-poland/
[1] https://ir.shareaholic.com/e?a=1&u=https://www.commondreams.org/news/2019/06/12/new-report-exposes-pentagons-massive-contributions-climate-crisis-post-911%3Futm_campaign%3Dshareaholic%26utm_medium%3Dreferral%26utm_source%3Dtwitter&r=1

Top URLs in Tweet in G2:
[8] https://twitter.com/DeptofDefense/status/1139472549098582017
[3] https://www.familialstatus.org/
[2] https://twitter.com/labour_now_uk/status/1139791616431009792?s=20
[2] https://www.eur.army.mil/DDay75/
[2] https://twitter.com/gatewaypundit/status/1139574729138819072
[1] https://twitter.com/charliekirk11/status/1139736129593196545
[1] https://twitter.com/e3f3c53fc7ae44e/status/1139612246236172299
[1] https://twitter.com/jackposobiec/status/1139897379619049473
[1] https://twitter.com/dylanmcquacken/status/1139728466172157952
[1] https://twitter.com/nrsc/status/1139900869590151173

Top URLs in Tweet in G3:
[2] https://www.youtube.com/watch?v=VazRhsh6uys&feature=youtu.be

[1] https://twitter.com/Iamharshit_M/status/1139882408482918401
[1] http://iConversations.Biz/DeniseMPulliam.aspx
[1] https://www.army.mil/1775/
[1] https://www.facebook.com/jgsdf.fp/
[1] https://twitter.com/BTCnavysurplus/status/1139618913787031552
[1] https://twitter.com/BTCnavysurplus/status/1139237186870661120
[1] https://twitter.com/BTCnavysurplus/status/1139617585564200961
[1] https://video.foxnews.com/v/6048009957001/?playlist_id=2827720506001
[1] https://www.defense.gov/explore/story/Article/1875280/senior-officers-must-lead-change-in-uncertain-world-dunford-says/

Top URLs in Tweet in G4:
[2] https://twitter.com/PriceofThe/status/1139898798216548352
[2] https://twitter.com/highlandpaddyhk/status/1139809068812361729?s=21
[2] https://time.com/5303229/women-after-d-day/
[1] https://www.af.mil/News/Article-Display/Article/1833116/senior-us-military-officials-tour-the-arctic-as-the-region-copes-with-changing/
[1] https://msepjobs.militaryonesource.mil/msep/
[1] http://www.airforcemag.com/Features/Pages/2019/June%202019/SDA-Director-Outlines-Why-Agency-is-Needed-Despite-Congressional-Skepticism.aspx
[1] http://tweetedtimes.com/localsourcenj
[1] https://twitter.com/deptofdefense/status/1139653741223825408
[1] https://www.youtube.com/watch?v=ZO3EQjxeL40&feature=youtu.be

[1] https://twitter.com/DeptofDefense/status/1138928968457830401

Top URLs in Tweet in G5:
[2] https://twitter.com/DeptofDefense/status/1138747772230934528
[2] https://baltics.liveuamap.com/en/2019/15-june-deptofdefense-highlights-participation-of-nato-ally?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/DeptofDefense/status/1137479416164933632
[1] https://www.southcom.mil/News/PressReleases/Article/1876416/st-vincent-and-the-grenadines-hosts-phase-ii-of-annual-caribbean-focused-securi/
[1] https://www.southcom.mil/MEDIA/NEWS-ARTICLES/Article/1870905/hospital-ship-to-depart-norfolk-for-medical-mission/
[1] https://twitter.com/JackBones10/status/1139621386446487552
[1] https://health.mil/Reference-Center/Reports/2019/05/01/Medical-Surveillance-Monthly-Report-Volume-26-Number-5
[1] https://twitter.com/ap/status/1139391635945451520
[1] https://twitter.com/DeptofDefense/status/1138969908761546753

Top URLs in Tweet in G6:
[5] http://www.janes.com/article/89151/dod-awards-usd1-8-bn-for-further-f-35-upgrades?socialmedia=twitter
[1] https://www.defensenews.com/air/2019/06/12/the-pentagon-is-battling-the-clock-to-fix-serious-unreported-f-35-problems/
[1] https://twitter.com/malcolmnance/status/1139844169051058176
[1] https://www.infodefensa.com/es/2019/06/13/noticia-pabellon-espanol-paris-reune-empresas-metros-cuadrados.html
[1] https://twitter.com/timothys/status/1139664173791686658
[1] https://twitter.com/haynesdeborah/status/1139572946270380032
[1] https://twitter.com/BresPolitico/status/1139253164509732870
[1] https://www.defensenews.com/smr/hidden-troubles-f35/

Top URLs in Tweet in G7:
[1] https://news.sky.com/story/f-35-jets-chinese-owned-company-making-parts-for-top-secret-uk-us-fighters-11741889

Top URLs in Tweet in G8:
[2] https://www.youtube.com/watch?v=_0x0aWvazkc&feature=youtu.be

[2] https://www.youtube.com/watch?v=wCCfc2vAuDU&feature=youtu.be

[2] https://www.youtube.com/watch?v=oxEpGJQxG40&feature=youtu.be

[1] https://www.youtube.com/watch?v=O_impu8tlDM&feature=youtu.be

[1] https://twitter.com/realdonaldtrump/status/1139663211874148352?s=21
[1] https://twitter.com/usarmy/status/1139685254203973633?s=21
[1] https://twitter.com/schumannbot/status/1139412203251986432?s=19
[1] https://www.youtube.com/watch?v=CHUpbFDfy-I&feature=youtu.be

[1] https://www.youtube.com/watch?v=R8pp1mthSi4&feature=youtu.be

[1] https://www.youtube.com/watch?v=xAsEWayiYxM&feature=youtu.be


Top URLs in Tweet in G9:
[8] https://twitter.com/DeptofDefense/status/1139502746489331712
[7] https://twitter.com/deptofdefense/status/1139502746489331712
[5] https://twitter.com/DeptofDefense/status/1139563144953528322
[4] https://twitter.com/DeptofDefense/status/1139653741223825408
[3] https://twitter.com/DeptofDefense/status/1139472549098582017
[2] https://twitter.com/deptofdefense/status/1139472549098582017
[2] https://twitter.com/DeptofDefense/status/1138838372196048896
[1] https://twitter.com/deptofdefense/status/1139563144953528322
[1] https://twitter.com/DeptofDefense/status/1139616766315958272
[1] https://twitter.com/deptofdefense/status/1139616766315958272

Top URLs in Tweet in G10:
[1] https://twitter.com/democracyjourno/status/1139562778467950592
[1] https://twitter.com/dollymad1812/status/1139638689640800256
[1] http://www.talkmedianews.com/pentagon-news-as-it-break-from-the-pentagon/2019/06/14/video-photos-show-apparent-iranian-attack-on-cargo-ships/

Top Domains
Top Domains in Tweet in Entire Graph:
[167] twitter.com
[73] youtube.com
[6] defense.gov
[5] janes.com
[4] sky.com
[3] defensenews.com
[3] army.mil
[3] familialstatus.org
[2] liveuamap.com
[2] fbo.gov

Top Domains in Tweet in G1:
[19] twitter.com
[4] defense.gov
[4] youtube.com
[3] sky.com
[2] beckershospitalreview.com
[2] federalnewsnetwork.com
[2] qmap.pub
[2] bah.com
[1] shareaholic.com
[1] cdse.edu

Top Domains in Tweet in G2:
[65] twitter.com
[3] familialstatus.org
[3] youtube.com
[2] army.mil
[1] defense.gov
[1] rallypoint.com
[1] dailysignal.com
[1] co.uk
[1] wsj.com
[1] tribpub.com

Top Domains in Tweet in G3:
[4] twitter.com
[2] youtube.com
[1] iconversations.biz
[1] army.mil
[1] facebook.com
[1] foxnews.com
[1] defense.gov
[1] wikipedia.org

Top Domains in Tweet in G4:
[6] twitter.com
[2] time.com
[1] af.mil
[1] militaryonesource.mil
[1] airforcemag.com
[1] tweetedtimes.com
[1] youtube.com

Top Domains in Tweet in G5:
[6] twitter.com
[2] liveuamap.com
[2] southcom.mil
[1] health.mil

Top Domains in Tweet in G6:
[5] janes.com
[4] twitter.com
[2] defensenews.com
[1] infodefensa.com

Top Domains in Tweet in G7:
[1] sky.com

Top Domains in Tweet in G8:
[61] youtube.com
[12] twitter.com
[1] georgiawildlife.com

Top Domains in Tweet in G9:
[36] twitter.com
[1] w.here
[1] youtube.com

Top Domains in Tweet in G10:
[2] twitter.com
[1] talkmedianews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[393] flagday
[55] 陸上自衛隊
[35] soldiers
[30] 防衛省・自衛隊
[25] marines
[25] 米陸軍
[25] 実動訓練
[25] arcticaurora
[21] usnscomfort
[17] baltops2019



Top Hashtags in Tweet in G1:
[332] flagday
[35] soldiers
[11] knowyourmil
[3] baltops2019
[3] china
[3] scs
[3] flagday2019
[3] storymaps
[2] armybday
[2] strongertogether

Top Hashtags in Tweet in G2:
[13] gulfoftonkin
[10] flagday
[9] johnmccain
[5] dday75
[5] happyjohnmccaindayjune14
[5] russia
[4] europeansecurity
[4] ukraine
[4] continuecubancfrp
[3] soldierstory

Top Hashtags in Tweet in G3:
[55] 陸上自衛隊
[30] 防衛省・自衛隊
[25] marines
[25] 米陸軍
[25] 実動訓練
[25] arcticaurora
[13] flagday
[3] gendunford
[3] us
[3] australia

Top Hashtags in Tweet in G4:
[14] flagday
[6] baltops2019
[4] airforce
[2] usaf
[2] togetherwedeliver
[2] dday75
[1] milspouses
[1] masa
[1] hrv
[1] pdxairnationalguard

Top Hashtags in Tweet in G5:
[21] usnscomfort
[14] caribbean
[10] tradewinds19
[6] baltops2019
[5] nato
[4] latinamerica
[3] saberguardian
[3] enduringpromise
[3] servicemembers
[3] adjustmentdisorder

Top Hashtags in Tweet in G6:
[5] dod
[2] ndaa
[1] indiaideassummit
[1] us
[1] india
[1] defence
[1] pfas
[1] f35
[1] lockheedmartin
[1] usaf

Top Hashtags in Tweet in G7:
[1] chineseownedfirm
[1] f35jetfighters
[1] nationalsecurity
[1] china
[1] printedcircuitboards

Top Hashtags in Tweet in G8:
[7] ohshit
[5] teamgod
[4] happybirthdaycurt
[4] allin
[3] happybirthdaymrpresident
[3] happybirthdayarmy
[2] happybirthdaypresidenttrump
[2] flagday
[2] lightsout
[2] justdance

Top Hashtags in Tweet in G9:
[6] flagday
[2] wwg1wga
[2] knowyourmil
[1] usarmy
[1] armybday
[1] tacticalstrengthandconditioning
[1] happyflagday
[1] grupo

Top Hashtags in Tweet in G10:
[2] flagday
[2] iran
[2] straitofhormuz
[1] boltonbs
[1] trumplieseverytimehespeaks
[1] nowarwithiran
[1] payforplay

Top Words
Top Words in Tweet in Entire Graph:
[4157] Words in Sentiment List#1: Positive
[2061] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Your list of keywords
[251942] Non-categorized Words
[258160] Total Words
[4160] deptofdefense
[3618] usarmy
[3306] usmc
[3179] usairforce
[3135] realdonaldtrump

Top Words in Tweet in G1:
[402] deptofdefense
[332] #flagday
[326] president
[325] flag
[318] day
[315] today
[315] stars
[314] stripes
[313] mean
[307] wilson

Top Words in Tweet in G2:
[234] deptofdefense
[78] realdonaldtrump
[65] potus
[64] usarmy
[63] fbi
[56] amp
[55] secpompeo
[55] cia
[49] statedept
[41] whitehouse

Top Words in Tweet in G3:
[245] usarmy
[208] usmc
[199] deptofdefense
[136] training
[135] soldiers
[134] #knowyourmil
[127] marine
[127] combat
[125] forces
[125] group

Top Words in Tweet in G4:
[158] #knowyourmil
[93] usairforce
[85] re
[81] 142ndfw
[81] airnatlguard
[75] chief
[73] love
[71] really
[71] noisy
[71] 15

Top Words in Tweet in G5:
[67] deptofdefense
[53] amp
[42] mission
[31] usnavy
[31] #caribbean
[31] #enduringpromise
[21] june
[21] hospital
[21] ship
[21] #usnscomfort

Top Words in Tweet in G6:
[21] deptofdefense
[11] lockheedmartin
[8] boeing
[8] 35
[7] company
[6] usairforce
[5] #dod
[5] awards
[5] usd1
[5] bn

Top Words in Tweet in G7:
[9] deptofdefense
[7] ap
[7] latimes
[7] nytimes
[6] gwbush
[6] amp
[5] joncoopertweets
[5] repjerrynadler
[5] speakerpelosi
[5] senkamalaharris

Top Words in Tweet in G8:
[3046] vp
[3041] deptofdefense
[3041] fortbenning
[3039] scottdhelton
[3039] kerrijacobi
[3039] murphy991776
[3039] kbhnelson
[3039] fbi
[3039] usmc
[3039] usnavy

Top Words in Tweet in G9:
[9] happy
[8] flag
[6] day
[6] #flagday
[4] birthday
[4] amp
[3] army
[3] today
[3] country
[3] best

Top Words in Tweet in G10:
[19] deptofdefense
[18] centcom
[11] whitehouse
[11] secpompeo
[9] again
[9] protect
[8] lie
[8] another
[8] imaginary
[8] war

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3048] usarmy,usairforce
[3044] usairforce,deptofdefense
[3043] usnavy,cia
[3040] usmc,usnavy
[3039] kbhnelson,fbi
[3039] fbi,usmc
[3039] cia,schmosephine
[3039] schmosephine,fcc
[3039] realdonaldtrump,nsagov
[3039] deptofdefense,markfarn72

Top Word Pairs in Tweet in G1:
[310] stars,stripes
[309] stripes,mean
[306] woodrow,wilson
[305] today,#flagday
[305] #flagday,day
[305] day,proclaimed
[305] proclaimed,1916
[305] 1916,president
[305] president,woodrow
[305] wilson,commemorate

Top Word Pairs in Tweet in G2:
[23] deptofdefense,thejointstaff
[23] thejusticedept,fbi
[19] happy,birthday
[16] secpompeo,ambjohnbolton
[16] donaldjtrumpjr,ivankatrump
[15] statedept,deptofdefense
[15] cia,nsagov
[14] fbi,cia
[13] deptofdefense,statedept
[13] fbi,nsagov

Top Word Pairs in Tweet in G3:
[124] usarmy,soldiers
[124] special,forces
[124] usmc,marine
[123] want,best
[123] best,train
[123] train,harder
[123] harder,everyone
[123] everyone,usarmy
[123] soldiers,7th
[123] 7th,special

Top Word Pairs in Tweet in G4:
[71] really,noisy
[71] crew,chief
[70] re,really
[70] noisy,love
[70] love,usairforce
[70] usairforce,15
[70] 15,eagle
[70] eagle,crew
[70] chief,142ndfw
[70] 142ndfw,shares

Top Word Pairs in Tweet in G5:
[28] #enduringpromise,deptofdefense
[21] hospital,ship
[21] ship,mission
[21] mission,#latinamerica
[21] #latinamerica,#caribbean
[18] mission,usnavy
[18] usnavy,#usnscomfort
[18] #usnscomfort,slated
[18] slated,deploy
[18] deploy,june

Top Word Pairs in Tweet in G6:
[6] deptofdefense,usairforce
[5] #dod,awards
[5] awards,usd1
[5] usd1,bn
[5] bn,further
[5] further,35
[5] 35,upgrades
[5] upgrades,lockheedmartin
[5] lockheedmartin,deptofdefense
[4] sacbee_news,deptofdefense

Top Word Pairs in Tweet in G7:
[5] joncoopertweets,repjerrynadler
[5] repjerrynadler,speakerpelosi
[5] speakerpelosi,senkamalaharris
[5] senkamalaharris,cspan
[5] cspan,whca
[5] whca,ap
[5] ap,washingtonpost
[5] washingtonpost,latimes
[5] latimes,nytimes
[5] nytimes,thehill

Top Word Pairs in Tweet in G8:
[3039] kbhnelson,fbi
[3039] fbi,usmc
[3039] usmc,usnavy
[3039] usnavy,cia
[3039] cia,schmosephine
[3039] schmosephine,fcc
[3039] realdonaldtrump,nsagov
[3039] usarmy,usairforce
[3039] usairforce,deptofdefense
[3039] deptofdefense,markfarn72

Top Word Pairs in Tweet in G9:
[6] flag,day
[3] happy,birthday
[3] happy,flag
[2] day,#flagday
[2] happy,#flagday
[2] boom,#wwg1wga
[2] #wwg1wga,#knowyourmil

Top Word Pairs in Tweet in G10:
[11] whitehouse,centcom
[11] centcom,deptofdefense
[11] deptofdefense,secpompeo
[8] secpompeo,lie
[8] lie,again
[8] again,another
[8] another,imaginary
[8] imaginary,war
[8] war,protect
[8] protect,russian

Top Replied-To
Top Replied-To in Entire Graph:
@tee10202
@heartofgod99
@abovetheburgh
@rarntogohome
@deptofdefense
@helicallight21
@samdernbach
@malgratz11
@publicbill
@iandrewmurray

Top Replied-To in G1:
@deptofdefense
@publicbill
@usarmy
@bsneed61
@kibbitzlaw
@lawdog44606
@tarasmatla
@vacareers
@mileshilarius

Top Replied-To in G2:
@deptofdefense
@realdonaldtrump
@actingsecdef
@secpompeo
@familialstatus
@tedlieu
@axios
@potus
@devilsibps
@malcolmnance

Top Replied-To in G3:
@deptofdefense
@thejointstaff
@modjapan_jp
@dbongino
@isro
@jgsdf_pr
@karelfoucault
@andromedaingor1
@usarmy

Top Replied-To in G4:
@deptofdefense
@usarmy

Top Replied-To in G5:
@southcom
@us2ndfleet
@anjuline1
@surelymon
@iaeaorg
@usnavy
@deptofdefense
@usnavyeurope
@srpaulafsp
@secpompeo

Top Replied-To in G6:
@sacbee_news
@utobym
@airtificial
@boeing
@markwarnerva
@deptofdefense
@franticgoat

Top Replied-To in G7:
@joncoopertweets
@csuwildcat
@john_gav1
@wmn4srvl

Top Replied-To in G8:
@tee10202
@heartofgod99
@abovetheburgh
@rarntogohome
@helicallight21
@samdernbach
@malgratz11
@iandrewmurray
@gm062616
@dtrastikeville

Top Replied-To in G9:
@glcaenc

Top Replied-To in G10:
@whitehouse
@deptofdefense
@dollymad1812
@echo5india
@democracyjourno
@thejointstaff
@tomsquitieri

Top Mentioned
Top Mentioned in Entire Graph:
@deptofdefense
@usarmy
@usmc
@usairforce
@realdonaldtrump
@fbi
@usnavy
@cia
@nsagov
@vp

Top Mentioned in G1:
@deptofdefense
@usarmy
@npr
@vacareers
@publicbill
@potus
@nsagov
@usmc
@ttsacademy
@usairforce

Top Mentioned in G2:
@deptofdefense
@realdonaldtrump
@usarmy
@fbi
@potus
@cia
@secpompeo
@statedept
@thejusticedept
@nsagov

Top Mentioned in G3:
@usarmy
@usmc
@deptofdefense
@indopacom
@pacificmarines
@usarpac
@evileyes163
@uss_boxer
@1stmef
@uspacificfleet

Top Mentioned in G4:
@usairforce
@142ndfw
@airnatlguard
@mdng
@usarmy
@usmc
@deptofdefense
@hqusafepa
@wwiimuseum
@gendavegoldfein

Top Mentioned in G5:
@deptofdefense
@usnavy
@usembassybbdos
@nato
@militaryhealth
@navsous4thflt
@statedept
@statedeptpm
@whaasstsecty
@usairforce

Top Mentioned in G6:
@deptofdefense
@lockheedmartin
@usairforce
@boeing
@hascdemocrats
@hascrepublicans
@dynamatictech
@defense_news
@boeingdefense
@pratkumar

Top Mentioned in G7:
@deptofdefense
@ap
@latimes
@nytimes
@repjerrynadler
@speakerpelosi
@senkamalaharris
@cspan
@whca
@washingtonpost

Top Mentioned in G8:
@deptofdefense
@fortbenning
@kerrijacobi
@murphy991776
@kbhnelson
@fbi
@usmc
@usnavy
@cia
@schmosephine

Top Mentioned in G10:
@centcom
@deptofdefense
@secpompeo
@whitehouse
@talkmedianews
@statedept
@usmc
@michaeldweiss
@gop
@aworldoutofmind

Top Tweeters
Top Tweeters in Entire Graph:
@rashidaldosari
@jjauthor
@saragomezaranci
@simonxaies
@woitekj
@raumunz
@marylene58
@thehill
@paramilipic
@wwf

Top Tweeters in G1:
@simonxaies
@woitekj
@vilmaroman50
@mccraw_birkie5
@misstree18
@worldgoneweirde
@juliesbooks
@arq31
@jaybirdone
@clantro

Top Tweeters in G2:
@jjauthor
@marylene58
@thehill
@mjgranger1
@irishtimes
@foxnews
@bbcnews
@thr
@nytimes
@ntn24

Top Tweeters in G3:
@raumunz
@paramilipic
@sherrilyn59
@quemero20
@era_pero_ya_no
@iconversations
@quirkyme
@nozomi777v
@roma_8095
@phoenix592018

Top Tweeters in G4:
@saragomezaranci
@davidwon4206
@time
@calling12001
@tmz
@annie5133
@tanya10049407
@bet
@abbaeema41
@dzhray

Top Tweeters in G5:
@migdalia_7
@thewoman62
@michael_leh
@nicolasmaduro
@survivor_johns
@derush_patricia
@yosoygabo10
@0fficersoandso
@orlvndoa
@joseolmos

Top Tweeters in G6:
@sacbee_news
@msunielsen
@mark3ds
@drfarls
@theyarecoping
@defenseone
@davidlarter
@flightglobal
@bvroman1955
@defense_news

Top Tweeters in G7:
@guardian
@bbcworld
@thedailybeast
@wmn4srvl
@latimes
@funder
@presstv
@afp
@theatlantic
@thedemcoalition

Top Tweeters in G8:
@wwf
@primecreator2
@trekonomicsbot
@tee10202
@kerrijacobi
@flarhps
@heartofgod99
@abovetheburgh
@helicallight21
@loudobbs

Top Tweeters in G9:
@zippertheslip
@fikriezra
@zoranhorus
@trevorwoggon
@rev12woman
@mrmahessar
@thecolor13
@guruebby
@holly_sruart
@alicemc17719610

Top Tweeters in G10:
@aworldoutofmind
@parrypierce
@dollymad1812
@bitte__b
@michaeldweiss
@democracyjourno
@davidebutler1
@pat4az
@nicollwtf
@centcom


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