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statedept_2019-03-14_13-58-18.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
March 15, 2019
Description:
Description
The graph represents a network of 5,025 Twitter users whose tweets in the requested range contained "statedept", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 14 March 2019 at 20:59 UTC.

The requested start date was Thursday, 14 March 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 20-hour, 31-minute period from Wednesday, 13 March 2019 at 03:29 UTC to Thursday, 14 March 2019 at 00:01 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 : 5025
Unique Edges : 11304
Edges With Duplicates : 6330
Total Edges : 17634
Number of Edge Types : 3
Mentions : 16451
Replies to : 1012
Tweet : 171
Self-Loops : 171
Reciprocated Vertex Pair Ratio : 0.00560116627023709
Reciprocated Edge Ratio : 0.0111399359072181
Connected Components : 66
Single-Vertex Connected Components : 41
Maximum Vertices in a Connected Component : 4900
Maximum Edges in a Connected Component : 17482
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.835623
Graph Density : 0.000519139968945084
Modularity : 0.476312
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[12] https://twitter.com/statedept/status/1105616006796345347
[10] http://imforthedream.com
[6] https://vimeo.com/316977472
[6] https://www.state.gov/j/drl/rls/hrrpt/humanrightsreport/index.htm#wrapper
[5] https://twitter.com/statedept/status/1105847661800972288
[5] https://myemail.constantcontact.com/Press-Release---India-US-Strategic-Security-Dialogue.html?soid=1115496907910&aid=JlBS4Fpb8Ug
[4] http://humgaam.net/%d8%a7%db%8c%d8%b1%d8%a7%d9%86%db%8c-%d9%85%d9%82%d8%a8%d9%88%d8%b6%db%81-%d8%a8%d9%84%d9%88%da%86%d8%b3%d8%aa%d8%a7%d9%86-%d9%85%db%8c%da%ba-%d8%af%d9%88-%d8%a8%d9%84%d9%88%da%86-%d9%81%d8%b1%d8%b2/
[4] https://twitter.com/StateDept/status/1105847661800972288
[4] https://www.state.gov/j/drl/rls/hrrpt/2018/sca/289260.htm#.XIl8Kvslh-s.twitter
[4] https://twitter.com/StateDept/status/995993113402527745

Top URLs in Tweet in G1:
[4] https://www.state.gov/j/drl/rls/hrrpt/2018/sca/289260.htm#.XIl8Kvslh-s.twitter
[4] https://www.state.gov/j/drl/rls/hrrpt/humanrightsreport/index.htm#wrapper
[3] https://www.pbs.org/newshour/show/whats-behind-chinas-mass-crackdown-on-uighur-muslims
[3] https://www.state.gov/j/drl/rls/hrrpt/humanrightsreport/index.htm?year=2018&dlid=289201
[3] https://www.state.gov/j/drl/rls/hrrpt/humanrightsreport/index.htm?year=2018&dlid=289246
[2] https://impunityobserver.com/2019/01/15/russian-collusion-democrats-wont-talk-about/
[2] https://www.reproductiverights.org/State-Department-Fails-to-Report-on-Reproductive-Rights-Second-Year
[2] https://twitter.com/YonhapNews/status/1105938914047455233
[2] https://twitter.com/daroff/status/1105857448018104322
[2] https://twitter.com/mbenidze/status/1105920089575043072

Top URLs in Tweet in G2:
[4] https://twitter.com/ma000111/status/633565765862559745
[4] https://twitter.com/ma000111/status/988122202598969344
[3] http://www.state.gov/humanrightsreport/
[3] https://twitter.com/StateDept/status/1105203906211131393
[3] https://twitter.com/statedept/status/1105541418137772032
[2] https://www.state.gov/secretary/remarks/2019/03/290303.htm#.XIlK_r9SD7Y.twitter
[1] https://twitter.com/i/web/status/1105869043897122816
[1] https://www.state.gov/j/drl/rls/hrrpt/humanrightsreport/index.htm#wrapper
[1] https://twitter.com/i/web/status/1073716274495143940
[1] https://twitter.com/i/web/status/1105657887374880768

Top URLs in Tweet in G3:
[2] https://www.washingtonpost.com/news/global-opinions/wp/2017/07/26/in-the-war-on-boko-haram-is-the-u-s-turning-a-blind-eye-to-cameroons-abuses/?tid=ss_tw&utm_term=.e0ad72663df7
[2] https://ift.tt/2FaqhYg
[2] https://twitter.com/JoseColinaP/status/1105818652618698752
[2] https://twitter.com/NoticiasRCN/status/1105690951597481985
[1] https://twitter.com/i/web/status/1105607971449569280
[1] https://twitter.com/i/web/status/1105554396681781250
[1] https://twitter.com/i/web/status/1105950776491470848
[1] https://www.state.gov/j/drl/rls/hrrpt/humanrightsreport/index.htm#wrapper
[1] https://twitter.com/i/web/status/1105980610105860101
[1] https://twitter.com/i/web/status/1105688687226970112

Top URLs in Tweet in G4:
[5] https://myemail.constantcontact.com/Press-Release---India-US-Strategic-Security-Dialogue.html?soid=1115496907910&aid=JlBS4Fpb8Ug
[5] https://twitter.com/statedept/status/1105847661800972288
[2] https://allafrica.com/stories/201903130690.html
[1] https://twitter.com/i/web/status/1105949922849898502
[1] https://twitter.com/i/web/status/1105898492776591365
[1] https://twitter.com/clinton_ndum/status/1104800193029931008
[1] https://twitter.com/i/web/status/1105178797274468355
[1] https://twitter.com/i/web/status/1105117562831032324
[1] https://twitter.com/i/web/status/1105971679216484352
[1] https://twitter.com/i/web/status/1105970141173612544

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1105823298225688582
[1] https://www.huri.harvard.edu/events/calendar/g-3-2p82sr5s62ttbc7eahiumb13q6_201903252030.html
[1] https://twitter.com/i/web/status/1105897504371937280
[1] https://twitter.com/i/web/status/1105895873769148416
[1] https://twitter.com/i/web/status/1105847923848499201
[1] https://twitter.com/i/web/status/1105831421413941248
[1] https://twitter.com/i/web/status/1105832157107441665
[1] https://twitter.com/i/web/status/1105832277089628161

Top URLs in Tweet in G6:
[2] https://twitter.com/statedept/status/1105814379004600321?s=21
[2] http://www.arabnews.com/node/1464571#.XIcLZAdrCS0.twitter
[1] https://english.mojahedin.org/i/iran-four-prisoners-hanged-urmia-zahedan
[1] https://twitter.com/sophiemcneill/status/1105913497869651968
[1] https://twitter.com/MostafaMe4/status/1105595301019205634
[1] https://twitter.com/i/web/status/1105825913869090822
[1] https://www.state.gov/secretary/remarks/2019/03/290303.htm
[1] https://twitter.com/i/web/status/1105910731977961482
[1] https://twitter.com/i/web/status/1105604668225273856
[1] https://twitter.com/i/web/status/1103721161148391424

Top URLs in Tweet in G7:
[3] https://twitter.com/Lechuguinos_com/status/1105789375579938817
[1] https://twitter.com/i/web/status/1105757195327672321
[1] https://twitter.com/i/web/status/1105808532673310720
[1] https://twitter.com/i/web/status/1105872875423178752
[1] https://twitter.com/i/web/status/1105808547189796864
[1] https://twitter.com/i/web/status/1105808550281035776
[1] https://twitter.com/i/web/status/1105953389899329540
[1] https://twitter.com/ReporteYa/status/1105849611728703488
[1] https://twitter.com/i/web/status/1105941799766364160
[1] https://twitter.com/i/web/status/1105942083355860992

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1105843476229509120
[1] https://twitter.com/i/web/status/1105959795352317960
[1] https://twitter.com/scholarsatrisk/status/1105910170008342534
[1] https://twitter.com/i/web/status/1105728597422153728
[1] https://twitter.com/i/web/status/1105759502895403008
[1] https://twitter.com/i/web/status/1105788343353331713
[1] https://twitter.com/i/web/status/1105803926769684482
[1] https://twitter.com/i/web/status/1105804827672621056
[1] https://twitter.com/i/web/status/1105805916614610944
[1] https://twitter.com/i/web/status/1105806213399351297

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1105961226578743297
[1] https://twitter.com/i/web/status/1105901681290600449
[1] https://twitter.com/i/web/status/1105846202149625857
[1] https://twitter.com/i/web/status/1105820583214936065
[1] https://twitter.com/i/web/status/1105706078665355264
[1] https://twitter.com/i/web/status/1105699871040909312
[1] https://twitter.com/i/web/status/1105698658060775424
[1] https://link.medium.com/ChBnMVMs1U
[1] https://twitter.com/i/web/status/1105706032200736768
[1] https://twitter.com/i/web/status/1105678417389772800

Top URLs in Tweet in G10:
[2] https://www.hrw.org/news/2019/03/13/us-again-cuts-women-state-departments-human-rights-reports
[1] https://twitter.com/i/web/status/1105583823012745218
[1] https://twitter.com/i/web/status/1105851323822587905
[1] https://twitter.com/i/web/status/1105857252739768320
[1] https://www.state.gov/r/pa/prs/ps/2019/03/290340.htm#.XImF0KbpM2I.twitter
[1] https://twitter.com/i/web/status/1105949767346147330
[1] https://twitter.com/i/web/status/1105949431776595968
[1] https://twitter.com/i/web/status/1105949102699962369
[1] https://twitter.com/i/web/status/1105841422270427139

Top Domains
Top Domains in Tweet in Entire Graph:
[1004] twitter.com
[97] state.gov
[10] imforthedream.com
[6] youtube.com
[6] vimeo.com
[5] constantcontact.com
[4] humgaam.net
[4] usa.gov
[4] facebook.com
[4] hrw.org

Top Domains in Tweet in G1:
[247] twitter.com
[79] state.gov
[3] pbs.org
[3] senate.gov
[2] usa.gov
[2] theepochtimes.com
[2] impunityobserver.com
[2] reproductiverights.org
[2] hrw.org
[2] facebook.com

Top Domains in Tweet in G2:
[96] twitter.com
[10] state.gov
[1] usa.gov
[1] un.org
[1] youtube.com
[1] bit.ly
[1] unian.info
[1] bitly.com
[1] fiverr.com
[1] truepundit.com

Top Domains in Tweet in G3:
[188] twitter.com
[3] state.gov
[2] washingtonpost.com
[2] ift.tt
[2] theanatoliapost.com
[1] wapo.st
[1] teespring.com
[1] ky3.com

Top Domains in Tweet in G4:
[106] twitter.com
[5] constantcontact.com
[2] allafrica.com
[2] einnews.com
[1] todaynewsafrica.com
[1] facebook.com
[1] wapo.st
[1] thefrontierpost.com

Top Domains in Tweet in G5:
[7] twitter.com
[1] harvard.edu

Top Domains in Tweet in G6:
[16] twitter.com
[2] state.gov
[2] arabnews.com
[1] mojahedin.org
[1] maryam-rajavi.com

Top Domains in Tweet in G7:
[36] twitter.com

Top Domains in Tweet in G8:
[23] twitter.com

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

Top Domains in Tweet in G10:
[7] twitter.com
[2] hrw.org
[1] state.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[273] humanrights
[243] ceraweek
[239] houston
[189] ahora
[151] venezuela
[109] pablocatatumbonarcoterrorista
[105] iran
[62] reprorights
[55] china
[50] estamosunidosve



Top Hashtags in Tweet in G1:
[179] ahora
[113] venezuela
[110] houston
[100] humanrights
[95] ceraweek
[61] reprorights
[42] iran
[38] reproductiverights
[38] china
[32] estamosunidosve

Top Hashtags in Tweet in G2:
[134] humanrights
[125] ceraweek
[123] houston
[36] iran
[17] venezuela
[14] violenceagainstwomen
[14] vaw
[10] estamosunidosve
[8] humanrightsreport
[8] istandwithmaryamrajavi

Top Hashtags in Tweet in G3:
[109] pablocatatumbonarcoterrorista
[30] derechoshumanos
[17] ge
[17] metoo
[17] metooindia
[13] humanrights
[10] eb5
[8] venezuela
[8] teamcarinesalejandra
[6] video

Top Hashtags in Tweet in G4:
[27] cameroon
[9] genocideinsoutherncameroons
[9] us
[7] humanrights
[5] southerncameroons
[5] paulbiya
[3] stopthegenocideinsoutherncameroons
[2] venezuela
[2] justice4nera10
[2] history

Top Hashtags in Tweet in G6:
[17] iran
[14] ceraweek
[11] nasrinsotoudeh
[6] syria
[5] venezuela
[5] altmanah
[4] humanrights
[4] us
[3] estamosunidosve
[3] jem

Top Hashtags in Tweet in G7:
[4] ahora
[2] jep
[2] venezuela
[1] derechoshumanos
[1] humanrights
[1] ceraweek
[1] estamosunidosve

Top Hashtags in Tweet in G8:
[2] nicaragua
[1] sosnicaragua

Top Hashtags in Tweet in G9:
[4] humanrights
[2] modigenericscandal
[2] pepfar
[2] trump2020budget
[2] medicaid
[1] iranianrefugeesinturkey
[1] resettlment4iranian
[1] hivaids
[1] hiv
[1] maduro

Top Hashtags in Tweet in G10:
[1] yemen
[1] venezuela
[1] alert
[1] stephenbiegun

Top Words
Top Words in Tweet in Entire Graph:
[1557] Words in Sentiment List#1: Positive
[1617] Words in Sentiment List#2: Negative
[13] Words in Sentiment List#3: Angry/Violent
[97554] Non-categorized Words
[100728] Total Words
[3781] statedept
[2093] secpompeo
[667] s
[568] años
[539] usaenespanol

Top Words in Tweet in G1:
[1533] statedept
[424] secpompeo
[335] rights
[300] human
[293] s
[269] report
[217] carlaangola
[211] abrams
[181] elliot
[179] ahora

Top Words in Tweet in G2:
[1304] secpompeo
[892] statedept
[519] usaenespanol
[477] informe
[409] antonioguterres
[386] q
[378] general
[355] energy
[264] estado
[262] departamento

Top Words in Tweet in G3:
[566] años
[440] statedept
[333] 11
[292] jmvivancohrw
[281] nanachagu
[237] sus
[234] señor
[234] fuera
[234] hijas
[234] secuestrada

Top Words in Tweet in G4:
[190] statedept
[66] secretary
[47] unhumanrights
[41] indianembassyus
[37] antonioguterres
[37] ukun_newyork
[36] usun
[35] nrc_egeland
[35] uksyriarep
[35] sblhickey

Top Words in Tweet in G5:
[71] nayibbukele
[69] usembassysv
[65] presidente
[64] tras
[64] elecciones
[64] salvadoreñas
[64] visita
[64] electo
[64] ee
[64] uu

Top Words in Tweet in G6:
[103] statedept
[46] statedeputyspox
[38] secpompeo
[38] s
[23] iran
[23] rights
[20] women
[19] activists
[18] lrozen
[18] saudi

Top Words in Tweet in G7:
[62] statedept
[32] jguaido
[22] marcorubio
[15] jaarreaza
[11] venezuela
[10] asean
[8] machadodz
[8] bbcmundo
[7] abrams
[6] cnn

Top Words in Tweet in G8:
[25] statedept
[22] dupleader
[22] darrengrimes_
[22] houseofcommons
[22] ukparliament
[22] humanrightsctte
[22] michelbarnier
[22] junckereu
[22] martinselmayr
[15] duponline

Top Words in Tweet in G9:
[23] statedept
[13] usandhyderabad
[13] secpompeo
[8] potus
[8] usandindia
[8] usambindia
[7] gvkbio
[7] narendramodi
[7] ansm
[7] ema_news

Top Words in Tweet in G10:
[108] statedept
[86] sam_vinograd
[78] natashabertrand
[40] downing
[39] activities
[35] manafort
[28] actually
[27] around
[22] secpompeo
[19] reported

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[551] statedept,secpompeo
[360] human,rights
[272] departamento,estado
[270] statedept,s
[263] usaenespanol,secpompeo
[263] tarde,secpompeo
[263] onu,antonioguterres
[263] antonioguterres,departamento
[261] secpompeo,dio
[261] dio,bienvenida

Top Word Pairs in Tweet in G1:
[255] human,rights
[184] statedept,secpompeo
[181] elliot,abrams
[179] ahora,elliot
[173] carlaangola,ahora
[136] statedept,s
[112] abrams,desde
[112] desde,statedept
[111] american,people
[110] secpompeo,trip

Top Word Pairs in Tweet in G2:
[262] departamento,estado
[261] usaenespanol,secpompeo
[261] tarde,secpompeo
[261] onu,antonioguterres
[261] antonioguterres,departamento
[260] statedept,secpompeo
[259] secpompeo,dio
[259] dio,bienvenida
[259] bienvenida,secretario
[259] secretario,general

Top Word Pairs in Tweet in G3:
[234] señor,jmvivancohrw
[234] jmvivancohrw,fuera
[234] fuera,sus
[234] sus,hijas
[234] hijas,secuestrada
[234] secuestrada,11
[234] 11,años
[234] años,reclutada
[234] reclutada,violada
[234] violada,durante

Top Word Pairs in Tweet in G4:
[35] unhumanrights,antonioguterres
[35] antonioguterres,nrc_egeland
[35] nrc_egeland,ukun_newyork
[35] ukun_newyork,uksyriarep
[35] uksyriarep,sblhickey
[35] sblhickey,usun
[35] usun,statedept
[35] statedept,franceonu
[34] vijay,gokhale
[32] foreign,secretary

Top Word Pairs in Tweet in G5:
[64] tras,elecciones
[64] elecciones,salvadoreñas
[64] salvadoreñas,visita
[64] visita,presidente
[64] presidente,electo
[64] electo,nayibbukele
[64] nayibbukele,ee
[64] ee,uu
[64] uu,inicia
[64] inicia,día

Top Word Pairs in Tweet in G6:
[42] statedept,statedeputyspox
[19] statedept,secpompeo
[18] lrozen,statedept
[18] rights,activists
[17] statedeputyspox,anything
[17] anything,saudi
[17] saudi,detention
[17] detention,trial
[17] trial,women
[17] women,civil

Top Word Pairs in Tweet in G7:
[14] marcorubio,statedept
[13] statedept,jaarreaza
[13] jaarreaza,jguaido
[6] roryburrough,marcorubio
[6] marcorubio,jesusarmasccs
[6] jesusarmasccs,un_hrc
[6] un_hrc,statedept
[6] statedept,foreignoffice
[6] foreignoffice,jguaido
[6] asean,statedept

Top Word Pairs in Tweet in G8:
[22] darrengrimes_,houseofcommons
[22] houseofcommons,ukparliament
[22] ukparliament,humanrightsctte
[22] humanrightsctte,michelbarnier
[22] michelbarnier,junckereu
[22] junckereu,martinselmayr
[15] statedept,usainni
[13] dupleader,statedept
[13] usainni,duponline
[6] martinselmayr,eucopresident

Top Word Pairs in Tweet in G9:
[7] ansm,ema_news
[7] statedept,secpompeo
[5] uscghyderabad,adobe
[5] adobe,usandhyderabad
[5] usandhyderabad,uscsindia
[5] uscsindia,drsjaishankar
[5] drsjaishankar,nsitharaman
[5] nsitharaman,gvkbio
[5] gvkbio,narendramodi
[5] narendramodi,ansm

Top Word Pairs in Tweet in G10:
[70] sam_vinograd,natashabertrand
[58] natashabertrand,statedept
[18] statedept,5
[18] 5,downing's
[18] downing's,defense
[18] defense,actually
[18] actually,makes
[18] makes,manafort's
[18] manafort's,violations
[18] violations,worse

Top Replied-To
Top Replied-To in Entire Graph:
@statedept
@secpompeo
@un
@carlaangola
@normajtorres
@darrengrimes_
@wpatrickmurphy
@nanachagu
@ambjohnbolton
@husainhaqqani

Top Replied-To in G1:
@statedept
@carlaangola
@normajtorres
@husainhaqqani
@gretchenho
@secpompeo
@newshour
@shecht6
@jmorley13
@jabaji60

Top Replied-To in G2:
@statedept
@secpompeo
@statedrl
@statedeputyspox
@shahfaesal
@ambjohnbolton
@iraqoil_gas
@pimentonverde
@csmaldonado
@shouryureppa

Top Replied-To in G3:
@nanachagu
@ambjohnbolton
@statedept
@west_hypocrisy
@potus
@onu_es
@realdonaldtrump
@setulus1
@whitehouse
@oea_oficial

Top Replied-To in G4:
@un
@usambdrc
@judithnwana
@statedrl
@monkwhotravels
@statedept
@w7voa
@west_hypocrisy
@cmonterooficial
@kigali_memorial

Top Replied-To in G5:
@usembassysv
@kareraas
@melindaharing
@emiliomtz2
@antonioguterres

Top Replied-To in G6:
@statedept
@lrozen
@barbi_bb
@mostafame4
@hanifjazayeri
@arashcaviani
@4freedominiran2
@longdefense
@thedcsentinel
@debbieaaldrich

Top Replied-To in G7:
@marcorubio
@addlcpeast
@roryburrough
@zuricht94
@machadodz
@jguaido
@cristiancrespoj
@cnn
@bmarmoldeleon
@jairomoger

Top Replied-To in G8:
@darrengrimes_
@dupleader
@bigcullym8
@fexit2

Top Replied-To in G9:
@usambindia
@uscghyderabad
@herryrodin
@sgottliebfda
@peacecorpsjody
@kellyannepolls
@statedept
@statedg

Top Replied-To in G10:
@sam_vinograd
@natashabertrand
@statedept
@renato_mariotti

Top Mentioned
Top Mentioned in Entire Graph:
@statedept
@secpompeo
@usaenespanol
@un
@antonioguterres
@jmvivancohrw
@nanachagu
@marcorubio
@setulus1
@carlaangola

Top Mentioned in G1:
@statedept
@secpompeo
@carlaangola
@ustreasury
@normajtorres
@reprorights
@lucioquincioc
@taheri_movement
@alekboyd
@shecht6

Top Mentioned in G2:
@secpompeo
@statedept
@usaenespanol
@un
@antonioguterres
@secretaryperry
@cnbc
@energy
@statedrl
@fo

Top Mentioned in G3:
@statedept
@jmvivancohrw
@nanachagu
@setulus1
@marcorubio
@vp
@palomavalencial
@potus
@secpompeo
@realdonaldtrump

Top Mentioned in G4:
@statedept
@unhumanrights
@indianembassyus
@antonioguterres
@ukun_newyork
@usun
@nrc_egeland
@uksyriarep
@sblhickey
@franceonu

Top Mentioned in G5:
@nayibbukele
@usembassysv
@statedept
@whnsc
@opicgov
@mccgov
@auhalvor
@norwaymfa
@huri_harvard
@kareraas

Top Mentioned in G6:
@statedept
@statedeputyspox
@secpompeo
@lrozen
@usadarfarsi
@mostafame4
@un
@realdonaldtrump
@codepink
@medeabenjamin

Top Mentioned in G7:
@statedept
@jguaido
@marcorubio
@jaarreaza
@asean
@bbcmundo
@machadodz
@abc
@cnnee
@elpais_espana

Top Mentioned in G8:
@statedept
@houseofcommons
@ukparliament
@humanrightsctte
@michelbarnier
@junckereu
@martinselmayr
@duponline
@usainni
@dupleader

Top Mentioned in G9:
@statedept
@usandhyderabad
@secpompeo
@usandindia
@narendramodi
@ansm
@ema_news
@potus
@usandmumbai
@usandchennai

Top Mentioned in G10:
@statedept
@sam_vinograd
@natashabertrand
@secpompeo
@potus
@antonioguterres
@un
@pattivasquezchi
@un_spokesperson
@usaenespanol

Top Tweeters
Top Tweeters in Entire Graph:
@entornoi
@missb62
@americanair
@rashidaldosari
@federicoalves
@telesurtv
@united
@lopezgovlaw
@turtlewoman777
@noticiasmiami

Top Tweeters in G1:
@lucioquincioc
@jondknight
@kike230
@rjber15
@miriamh82257205
@lulu__19
@davidlance3
@aeroforceso
@ronthornton
@luisam56_

Top Tweeters in G2:
@rashidaldosari
@noticiasmiami
@insdatainter
@saragomezaranci
@strategicpolicy
@abosife2010
@pmgeezer
@dorelipin
@hipismoloteril
@cristhyn3000

Top Tweeters in G3:
@americanair
@federicoalves
@united
@lopezgovlaw
@biolucho2005
@delta
@southwestair
@rcnradio
@russiaconnects
@noticiascaracol

Top Tweeters in G4:
@turtlewoman777
@ndtv
@indianexpress
@guardian
@timesofindia
@mobilepunch
@reuters
@timesnow
@nytimes
@akg316arvind

Top Tweeters in G5:
@radiogalaxy4
@noticierohechos
@loscobanosfish
@sociedadcivilsv
@cggloba14989810
@aei
@ykgueva
@atlanticcouncil
@nayibbukele
@marcairo666

Top Tweeters in G6:
@missb62
@pas5974
@katcapps
@lrozen
@ebtesam00369622
@peymaneh123
@ap
@pastelistaz
@brainboomr22
@bmaz

Top Tweeters in G7:
@bbcnews
@edunar54
@ntn24ve
@machadodz
@ntn24
@angeladelav
@bbcmundo
@efectococuyo
@abc
@vlzafree

Top Tweeters in G8:
@westbelfastuprg
@bbcbusiness
@biancajagger
@fedupirish
@bbcbreakfast
@mfharkin
@labour
@royalfamily
@el_bid
@bacanalnica

Top Tweeters in G9:
@herryrodin
@pranav9983
@donnayoungdc
@google
@ladyimpactohio
@alyssa_milano
@1unitedstates1
@katiepavlich
@socal_mike
@o_stone

Top Tweeters in G10:
@phillip92321
@rosstell
@beverly21811568
@grannynannynews
@rosierifka
@lawgirl318
@sooze555
@leighlike1234
@michaelsen_erik
@zannerina