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#NATOSummit Twitter NodeXL SNA Map and Report for Wednesday, 11 July 2018 at 13:45 UTC
#NATOSummit Twitter NodeXL SNA Map and Report for Wednesday, 11 July 2018 at 13:45 UTC
From:
Digital Space Lab
Uploaded on:
July 11, 2018
Short Description:
#NATOSummit via NodeXL http://bit.ly/2unGxhX
@malcolmnance
@realdonaldtrump
@nato
@presssec
@potus
@stefanleifert
@columbiabugle
@lkjtexas
@guyverhofstadt
@jensstoltenberg

Top hashtags:
#natosummit
#nato
#bts
#trump
#natoengages
#brussels
#natosummit2018

Description:
Description
The graph represents a network of 9,151 Twitter users whose recent tweets contained "#NATOSummit", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Wednesday, 11 July 2018 at 13:58 UTC.

The tweets in the network were tweeted over the 1-hour, 40-minute period from Wednesday, 11 July 2018 at 12:04 UTC to Wednesday, 11 July 2018 at 13:45 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 : 9151
Unique Edges : 11880
Edges With Duplicates : 1553
Total Edges : 13433
Number of Edge Types : 3
Mentions : 12223
Tweet : 1001
Replies to : 209
Self-Loops : 1001
Reciprocated Vertex Pair Ratio : 0.00445625160682149
Reciprocated Edge Ratio : 0.00887296305775958
Connected Components : 549
Single-Vertex Connected Components : 324
Maximum Vertices in a Connected Component : 8071
Maximum Edges in a Connected Component : 12252
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.474817
Graph Density : 0.000139982909688272
Modularity : 0.732932
NodeXL Version : 1.0.1.400

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[91] https://trib.al/EGaHsKn
[34] http://www.oann.com/president-trump-is-making-waves-at-the-nato-summit-slams-germany-for-project-with-russia/
[23] https://www.youtube.com/watch?v=Z8vQa7aSPAo&feature=youtu.be

[23] https://twitter.com/realDonaldTrump/status/1016956445307400193
[22] https://twitter.com/realdonaldtrump/status/1016956445307400193
[19] https://www.zerohedge.com/news/2018-07-10/major-israeli-daily-our-government-arming-neo-nazis-ukraine
[18] http://www.xinhuanet.com/english/2018-07/11/c_137315458.htm
[14] https://derstandard.at/2000083213597/Zittern-vor-Trump-beim-Nato-Gipfel
[14] https://www.facebook.com/humorkamensky
[14] https://twitter.com/MarianKamensky1

Top URLs in Tweet in G1:
[2] https://www.nbcnews.com/news/world/trump-blasts-nato-allies-says-germany-captive-russia-n890471
[2] https://apple.news/A4BoP88LNQlu2PEl_Wd9Mjw
[1] https://www.rawstory.com/2018/07/trump-opens-nato-summit-fact-free-breakfast-rant-germany/
[1] https://twitter.com/tribelaw/status/1017031871010623489
[1] https://twitter.com/DefTechPat/status/1017014210348441600

Top URLs in Tweet in G2:
[19] https://www.youtube.com/watch?v=Z8vQa7aSPAo&feature=youtu.be

[10] https://www.nato.int/
[10] https://www.youtube.com/watch?v=Zp_EGQMxJSU&feature=youtu.be

[8] https://nato-engages.org/
[8] https://www.politico.eu/article/nato-summit-live-blog-us-donald-trump-germany-angela-merkel-defense-spending-vladimir-putin-russia/
[7] https://www.politico.eu/article/donald-trump-nato-summit-rips-into-germany/
[7] https://www.nbcnews.com/news/world/trump-blasts-nato-allies-says-germany-captive-russia-n890471
[6] https://www.nato.int/cps/en/natohq/news_156835.htm?utm_source=twitter&utm_medium=natopress&utm_campaign=20180711_circle_ceremony_full_remark
[6] https://livestream.com/accounts/3182712/events/8280310/player?width=960&height=540&enableInfoAndActivity=true&defaultDrawer=feed&autoPlay=true&mute=false
[6] https://www.nato.int/cps/en/natohq/events_67375.htm?utm_source=twitter&utm_medium=natopress&utm_campaign=20180711_openingceremony

Top URLs in Tweet in G3:
[12] https://twitter.com/realdonaldtrump/status/1016956445307400193
[4] https://www.youtube.com/watch?v=1E9de6uwY8E

[3] http://thehill.com/homenews/administration/396399-senate-overwhelmingly-passes-resolution-supporting-nato-as-trump#.W0YB7EPq2TI.twitter
[3] https://radio.securenetsystems.net/cwa/index.cfm?stationCallSign=WDUN
[2] https://www.washingtonpost.com/world/national-security/trumps-combative-words-on-nato-put-mattis-in-an-increasingly-tough-spot/2018/07/09/88ade1f8-8129-11e8-b9a5-7e1c013f8c33_story.html?utm_term=.7ccb11007343
[1] https://trib.al/EGaHsKn
[1] http://www.oann.com/president-trump-is-making-waves-at-the-nato-summit-slams-germany-for-project-with-russia/
[1] http://catsroundtable.com/admiral-james-stavridis-europe-pony-defense-spending/?utm_content=James&utm_source=VerticalResponse&utm_medium=Email&utm_term=9%3A09%20minutes&utm_campaign=CatsRoundtable%3A%20Admiral%20James%20Stavridis%2C%20former%20NATO%20head%2C%20US%20Senator%20Blumenthal%2C%20Supreme%20Court
[1] https://sites.tufts.edu/fletcherdean/a-big-week-ahead-in-brussels/
[1] https://twitter.com/bukarolbu/status/1016946002027253760

Top URLs in Tweet in G4:
[6] https://twitter.com/realDonaldTrump/status/1016956445307400193
[3] https://trib.al/EGaHsKn
[3] https://www.telegraph.co.uk/news/2016/04/25/obama-tells-complacent-europe-to-hike-military-spending/
[3] https://trib.al/oNh0vpA
[2] https://www.washingtonpost.com/gdpr-consent/?destination=%2fopinions%2fthe-unseemly-energy-deal-between-germany-and-russia%2f2016%2f01%2f01%2f1e96c2b8-afd9-11e5-b711-1998289ffcea_story.html%3f
[2] https://twitter.com/hoarsewisperer/status/1017029373780725762
[2] https://twitter.com/Michellamio/status/1017033895655534592
[2] https://twitter.com/realdonaldtrump/status/1016956445307400193
[2] https://www.theguardian.com/us-news/2018/jul/11/nato-summit-donald-trump-says-germany-is-captive-of-russians?CMP=share_btn_tw
[2] https://www.cleanenergywire.org/factsheets/germanys-dependence-imported-fossil-fuels

Top URLs in Tweet in G5:
[1] https://twitter.com/TomCottonAR/status/1017025139630895104
[1] https://www.politico.eu/article/donald-trump-nato-summit-rips-into-germany/
[1] https://twitter.com/foxandfriends/status/1016996773301125120
[1] https://twitter.com/dw_europe/status/1016997190496129025
[1] https://twitter.com/stengel/status/1017001370258497536
[1] https://twitter.com/ddale8/status/1017011044278063104
[1] http://www.foxnews.com/opinion/2018/07/11/trump-is-more-popular-than-most-nato-country-leaders-who-think-re-better-than-is.html
[1] https://twitter.com/columbiabugle/status/1017008698357530624

Top URLs in Tweet in G6:
[5] https://twitter.com/realDonaldTrump/status/1016956445307400193
[3] https://twitter.com/realdonaldtrump/status/1016956445307400193
[2] https://twitter.com/ddale8/status/1017011044278063104
[2] https://twitter.com/jdawsey1/status/1017014672933949440
[2] https://twitter.com/cnnbrk/status/1016981526507081728
[2] https://twitter.com/TheRickWilson/status/1017019232826118145
[2] https://twitter.com/realDonaldTrump/status/1016729137409486853
[2] https://www.theguardian.com/us-news/2018/jul/11/nato-summit-donald-trump-says-germany-is-captive-of-russians?CMP=share_btn_tw
[2] https://edition.cnn.com/2018/07/10/politics/donald-trump-nato-summit-2018/index.html
[2] https://twitter.com/politvidchannel/status/1017020604795371520

Top URLs in Tweet in G7:
[2] https://twitter.com/seanrobert419/status/1016956816692047872
[2] https://twitter.com/MunSecConf/status/1016980270027870208
[1] https://www.defence24.com/the-most-important-decisions-are-not-under-threat-m-blaszczak-talks-about-the-nato-summit-in-brussels-negotiation-with-the-united-states-of-america-and-special-purpose-modernization-acts
[1] https://drive.google.com/file/d/1x-ZnH9bitFBrbER876afyCnPPgKYLLrG/view?usp=sharing
[1] https://www.nytimes.com/2018/07/11/world/europe/trump-nato-live-updates.html
[1] https://twitter.com/ce_moll/status/1017027850258518016

Top URLs in Tweet in G8:
[2] https://twitter.com/kurteichenwald/status/1017017674382143488
[1] https://twitter.com/abc/status/1016967998505213952
[1] https://twitter.com/abc/status/1016958695211560960
[1] https://www.politico.eu/article/donald-trump-nato-summit-rips-into-germany/amp/
[1] http://www.newsweek.com/donald-trump-vladimir-putin-russia-hillary-clinton-united-states-europe-516895?amp=1&__twitter_impression=true
[1] https://twitter.com/MalcolmNance/status/1017008885465600000
[1] https://twitter.com/nbcnews/status/1017018773856022529
[1] https://apnews.com/amp/051df8e38b2b427f99e8e6002f21bec0?__twitter_impression=true

Top URLs in Tweet in G9:
[3] https://www.defenseone.com/topic/nato/
[1] https://nato-engages.org/
[1] https://twitter.com/davidalexander5/status/1016999901073412096
[1] https://twitter.com/kasimileri_/status/1016600415553585153
[1] https://twitter.com/markknoller/status/1017023337426452480
[1] https://twitter.com/DefenseBaron/status/1016801165261131776
[1] https://www.the-american-interest.com/2018/07/10/natos-binary-moment/
[1] https://www.youtube.com/watch?v=Z8vQa7aSPAo&feature=youtu.be

[1] https://twitter.com/danielbshapiro/status/1016435137708544001

Top URLs in Tweet in G10:
[3] http://www.lesoir.be/check_cookies?url=%2F167482%2Farticle%2F2018-07-10%2Fdonald-trump-est-arrive-en-belgique-en-vue-du-sommet-de-lotan-photos
[1] https://www.youtube.com/watch?v=QqjJvveODKM&feature=youtu.be

[1] https://trib.al/pre1PMH
[1] https://twitter.com/guyverhofstadt/status/1017021173039796224
[1] https://www.regjeringen.no/en/aktuelt/nato-summit-allied-unity-and-burden-sharing/id2607134/
[1] https://www.ecfr.eu/article/commentary_trumps_meaningless_nato_spending_debate
[1] http://www.lesoir.be/check_cookies?url=%2F167439%2Farticle%2F2018-07-10%2Fni-premier-ministre-ni-roi-pour-accueillir-donald-trump%3Ffrom_direct%3Dtrue
[1] https://www.facebook.com/100010902307970/posts/634792880227450/

Top Domains
Top Domains in Tweet in Entire Graph:
[395] twitter.com
[125] trib.al
[67] youtube.com
[59] nato.int
[34] oann.com
[22] facebook.com
[21] zerohedge.com
[20] politico.eu
[18] xinhuanet.com
[14] derstandard.at

Top Domains in Tweet in G1:
[2] nbcnews.com
[2] apple.news
[2] twitter.com
[1] rawstory.com

Top Domains in Tweet in G2:
[54] twitter.com
[52] nato.int
[32] youtube.com
[17] trib.al
[16] politico.eu
[8] nato-engages.org
[7] livestream.com
[7] nbcnews.com
[7] amna.gr
[6] gmfus.org

Top Domains in Tweet in G3:
[17] twitter.com
[6] youtube.com
[3] thehill.com
[3] securenetsystems.net
[2] washingtonpost.com
[2] facebook.com
[1] trib.al
[1] oann.com
[1] catsroundtable.com
[1] tufts.edu

Top Domains in Tweet in G4:
[33] twitter.com
[9] trib.al
[5] co.uk
[3] washingtonpost.com
[3] theguardian.com
[3] nytimes.com
[2] cleanenergywire.org
[2] lecho.be
[1] reuters.com
[1] org.uk

Top Domains in Tweet in G5:
[6] twitter.com
[1] politico.eu
[1] foxnews.com

Top Domains in Tweet in G6:
[97] twitter.com
[7] blogspot.com
[7] youtube.com
[5] cnn.com
[5] co.uk
[3] theguardian.com
[2] instagram.com
[2] zerohedge.com
[2] phatznewsroom.com
[2] yahoo.com

Top Domains in Tweet in G7:
[5] twitter.com
[1] defence24.com
[1] google.com
[1] nytimes.com

Top Domains in Tweet in G8:
[6] twitter.com
[1] politico.eu
[1] newsweek.com
[1] apnews.com

Top Domains in Tweet in G9:
[5] twitter.com
[3] defenseone.com
[1] nato-engages.org
[1] the-american-interest.com
[1] youtube.com

Top Domains in Tweet in G10:
[4] lesoir.be
[1] youtube.com
[1] trib.al
[1] twitter.com
[1] regjeringen.no
[1] ecfr.eu
[1] facebook.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5055] natosummit
[996] nato
[498] bts
[398] trump
[214] natoengages
[207] brussels
[159] natosummit2018
[150] americafirst
[139] germany
[112] wearenato



Top Hashtags in Tweet in G1:
[26] natosummit
[8] savedemocracy
[4] nato
[2] traitortrump
[2] putinwinning
[2] putinpuppet
[2] trumprussiaconspiracy
[2] trumpisamoron
[2] theresistance
[2] embarrassmentinchief

Top Hashtags in Tweet in G2:
[1016] natosummit
[367] nato
[150] brussels
[145] natoengages
[64] canada
[62] wearenato
[52] iraq
[37] trump
[33] thaicaverescue
[26] natosummit2018

Top Hashtags in Tweet in G3:
[635] natosummit
[449] bts
[29] nato
[17] trump
[16] natosummit2018
[12] nordstream
[12] maga
[7] brussels
[5] americafirst
[4] wednesdaywisdom

Top Hashtags in Tweet in G4:
[506] natosummit
[247] nato
[90] pad
[43] germany
[37] americafirst
[34] maga
[28] trump
[20] wearenato
[19] bts
[17] natosummit2018

Top Hashtags in Tweet in G5:
[349] natosummit
[80] presidenttrump
[80] americafirst
[25] nato
[23] bts
[11] breaking
[9] trump
[8] maga
[1] wednesdaywisdom
[1] natosummit2018

Top Hashtags in Tweet in G6:
[364] natosummit
[59] nato
[55] trump
[36] natosummit2018
[19] germany
[17] wednesdaywisdom
[12] brussels
[12] merkel
[12] russia
[10] donaldtrump

Top Hashtags in Tweet in G7:
[305] natosummit
[15] trump
[13] merkel
[3] macron
[2] nato
[2] 2percent
[2] readinessinitiative
[1] frabel
[1] conflict
[1] security

Top Hashtags in Tweet in G8:
[27] natosummit
[23] trump
[10] treason
[7] nato
[6] manchurian
[6] traitor
[4] natosummit2018
[3] trumprussia
[3] drumpf
[3] merkel

Top Hashtags in Tweet in G9:
[217] natosummit
[17] natoengages
[1] helsinki
[1] brussels
[1] nordstream2

Top Hashtags in Tweet in G10:
[238] natosummit
[7] trump
[5] nato
[4] merkel
[3] wearenato
[3] donaldtrump
[3] melaniatrump
[3] natosummit2018
[2] tradewar
[2] atomwaffenverbot

Top Words
Top Words in Tweet in Entire Graph:
[8824] Words in Sentiment List#1: Positive
[9216] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: (Add your own word list)
[197699] Non-categorized Words
[215739] Total Words
[5079] nato
[5057] trump
[5055] natosummit
[4144] germany
[3257] energy

Top Words in Tweet in G1:
[2495] trump
[2491] nato
[2490] shows
[2489] malcolmnance
[2489] germany
[2487] captive
[2486] being
[2485] abject
[2485] ignorance
[2485] trade

Top Words in Tweet in G2:
[1016] natosummit
[835] nato
[364] trump
[202] brussels
[185] sanchezcastejon
[172] new
[166] justintrudeau
[151] germany
[148] amp
[145] minister

Top Words in Tweet in G3:
[635] natosummit
[500] belgium
[482] brussels
[463] presssec
[451] bts
[450] preparing
[251] russia
[139] germany
[126] energy
[122] right

Top Words in Tweet in G4:
[541] realdonaldtrump
[506] natosummit
[359] nato
[212] germany
[154] bocavista2016
[141] russia
[140] trump
[136] more
[131] fair
[128] pay

Top Words in Tweet in G5:
[349] natosummit
[307] columbiabugle
[237] tfw
[237] stop
[237] winning
[186] trump
[160] out
[81] america
[80] left
[80] busy

Top Words in Tweet in G6:
[364] natosummit
[140] trump
[125] nato
[66] germany
[62] russia
[36] natosummit2018
[30] president
[26] merkel
[22] brussels
[20] donald

Top Words in Tweet in G7:
[339] trump
[319] germany
[319] energy
[305] natosummit
[303] russia
[302] claims
[302] gets
[302] up
[302] 70
[302] according

Top Words in Tweet in G8:
[202] wessmith123
[161] america
[159] idiot
[159] represents
[136] one
[131] germany
[105] trump
[103] nato
[84] russia
[82] friends

Top Words in Tweet in G9:
[217] natosummit
[214] trump
[144] up
[142] president
[136] brussels
[135] accusing
[134] waking
[134] missed
[133] jeffzeleny
[133] germa

Top Words in Tweet in G10:
[238] natosummit
[194] european
[193] defence
[191] answer
[191] europeans
[191] give
[191] launch
[191] community
[190] guyverhofstadt
[20] trump

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2827] germany,being
[2730] being,captive
[2717] energy,policy
[2715] trump,shows
[2715] abject,ignorance
[2715] accuses,germany
[2714] shows,abject
[2714] ignorance,nato
[2714] nato,trade
[2714] trade,energy

Top Word Pairs in Tweet in G1:
[2485] trump,shows
[2485] shows,abject
[2485] abject,ignorance
[2485] ignorance,nato
[2485] nato,trade
[2485] trade,energy
[2485] energy,policy
[2485] policy,accuses
[2485] accuses,germany
[2485] germany,being

Top Word Pairs in Tweet in G2:
[92] helicopters,13
[86] presidente,sanchezcastejon
[81] hard,work
[80] sanchezcastejon,theresa_may
[80] theresa_may,primera
[80] primera,ministra
[80] ministra,británica
[80] británica,acuerdan
[80] acuerdan,mantener
[80] mantener,diálogo

Top Word Pairs in Tweet in G3:
[470] natosummit,brussels
[452] brussels,belgium
[449] presssec,preparing
[449] preparing,natosummit
[449] belgium,bts
[120] american,protection
[120] energy,russia
[119] hold,right
[119] right,germany
[119] germany,want

Top Word Pairs in Tweet in G4:
[125] fair,share
[121] pay,fair
[116] boss,realdonaldtrump
[116] realdonaldtrump,havin
[116] havin,more
[116] more,damn
[116] damn,nato
[116] nato,freeloaders
[116] freeloaders,need
[116] need,pay

Top Word Pairs in Tweet in G5:
[237] tfw,stop
[237] stop,winning
[237] winning,natosummit
[236] columbiabugle,tfw
[80] left,busy
[80] busy,trying
[80] trying,take
[80] take,down
[80] down,presidenttrump
[80] presidenttrump,america

Top Word Pairs in Tweet in G6:
[23] nato,natosummit
[20] natosummit,natosummit2018
[17] donald,trump
[16] natosummit,nato
[15] trump,natosummit
[14] natosummit,trump
[14] controlled,russia
[11] nato,summit
[9] trump,germany
[9] wednesdaywisdom,natosummit

Top Word Pairs in Tweet in G7:
[302] trump,claims
[302] claims,germany
[302] germany,gets
[302] gets,up
[302] up,70
[302] 70,energy
[302] energy,russia
[302] russia,according
[301] stefanleifert,trump
[287] according,german

Top Word Pairs in Tweet in G8:
[159] idiot,represents
[159] represents,america
[81] friends,around
[81] around,world
[81] world,idiot
[81] america,matter
[81] matter,long
[81] long,takes
[81] takes,right
[80] wessmith123,friends

Top Word Pairs in Tweet in G9:
[135] natosummit,brussels
[134] waking,up
[134] up,missed
[134] missed,natosummit
[134] brussels,president
[134] president,trump
[134] trump,accusing
[133] jeffzeleny,waking
[133] accusing,germa
[44] found,rare

Top Word Pairs in Tweet in G10:
[191] answer,europeans
[191] europeans,give
[191] give,natosummit
[191] natosummit,launch
[191] launch,european
[191] european,defence
[191] defence,community
[189] guyverhofstadt,answer
[9] donald,trump
[7] natosummit,gang

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@abc
@regeringdk
@malcolmnance
@presssec
@nato
@ingrahamangle
@acosta
@kylegriffin1
@dw_europe

Top Replied-To in G1:
@malcolmnance
@girlsreallyrule
@williamlegate

Top Replied-To in G2:
@regeringdk
@statsmin
@scyberboy
@defense_news
@rikefranke
@nprkelly
@amy_siskind
@realdonaldtrump
@cdu
@tomcottonar

Top Replied-To in G3:
@presssec
@potus
@foxnews
@pinkk9lover
@markknoller
@snowwhite7iam
@naima
@foxandfriends
@president1trump
@helenamcarena

Top Replied-To in G4:
@realdonaldtrump
@abc
@ingrahamangle
@whitehouse
@msnbc
@therickwilson
@nato
@cbsnews
@giuseppeconteit
@robreiner

Top Replied-To in G5:
@realdonaldtrump

Top Replied-To in G8:
@billkristol
@speakerryan

Top Replied-To in G10:
@charlesmichel
@realdonaldtrump
@guyverhofstadt

Top Mentioned
Top Mentioned in Entire Graph:
@malcolmnance
@realdonaldtrump
@presssec
@nato
@columbiabugle
@stefanleifert
@wessmith123
@guyverhofstadt
@sanchezcastejon
@justintrudeau

Top Mentioned in G1:
@malcolmnance
@jsavoly
@mmpadellan
@rocky1542
@krauseforiowa
@sistafannie
@jens2763
@lordxmen2k
@ldydirectr

Top Mentioned in G2:
@nato
@sanchezcastejon
@justintrudeau
@theloyalo
@jensstoltenberg
@natopress
@theresa_may
@desdelamoncloa
@canadianpm
@malcolmnance

Top Mentioned in G3:
@presssec
@rockonohio
@potus
@flotus
@stephgrisham45
@cezarygmyz
@secpompeo
@realdonaldtrump
@jensstoltenberg
@dominikacosic

Top Mentioned in G4:
@realdonaldtrump
@bocavista2016
@majorcbs
@natosummits
@marcin_kedryna
@kolindagk
@nato
@green_europe
@washingtonpost
@presssec

Top Mentioned in G5:
@columbiabugle
@drmartyfox
@dbloom451
@olimauritania
@presssec
@potus
@rockonohio
@realdonaldtrump
@gerald12_ryan
@mememayo96

Top Mentioned in G6:
@chchristiaens
@dwshqip
@artanis96608373
@allenvollbrecht
@kardasiapat
@paparaw

Top Mentioned in G7:
@stefanleifert
@malcolmnance
@yannikouts
@a_gellinek
@thetexaslisa
@ce_moll
@defence24pl
@mblaszczak
@nato
@bryandruzin

Top Mentioned in G8:
@wessmith123
@malcolmnance
@gop
@redtraccoon
@rf_p0tus
@krauseforiowa
@realdonaldtrump
@speakerryan
@nato
@folkdoc8

Top Mentioned in G9:
@jeffzeleny
@defensebaron
@prezkushner
@malcolmnance
@stefanleifert
@nato
@yataint
@defenseone
@wessmith123
@andrewmichta

Top Mentioned in G10:
@guyverhofstadt
@statsmin_kontor
@charlesmichel
@spiegelonline
@erna_solberg
@petermueller9
@yoruguaenusa
@lesoir
@philregnier
@realdonaldtru

Top Tweeters
Top Tweeters in Entire Graph:
@juanmuriango
@easy_branches
@rashidaldosari
@marshawright
@phildecarolis
@loupo85
@danielpilotte
@dichristine
@spideypeter1
@libertad717

Top Tweeters in G1:
@monicasloves
@metaquest
@rcrockett
@cindy_52s
@madanabhat
@hardknoxfirst
@rafaeslomejor
@manyazuba
@lisakbromley
@tottenbill

Top Tweeters in G2:
@juanmuriango
@dichristine
@spideypeter1
@libertad717
@revolution_fr
@cloudwanderer3
@solutioneer72
@jmrubenjm
@insdatainter
@lzedmitryy

Top Tweeters in G3:
@homerwhite
@eggretweet
@guardian_elite
@phillip92321
@lovecovfefe2020
@kassandratroy
@serafinos
@foxnews
@texasdenny
@scribbledpages1

Top Tweeters in G4:
@sharneal
@businessinsider
@sandyriccobono
@jozefmoneta
@conservativegm
@bloodless_coup
@alinatede
@nytimes
@inglamwetrust
@politico

Top Tweeters in G5:
@slone
@lauracgilleslil
@1catherinesiena
@lyndae222
@princessbibirf_
@cassidyphoenyx
@thereseosulliv2
@drmartyfox
@jantxnc
@uliw315

Top Tweeters in G6:
@beeahoney_
@hannabec
@cairo67unedited
@breakingnewsit
@kardasiapat
@trendsespana
@dickkraaij
@howellmarketing
@mtlkeith
@heidiponyrider

Top Tweeters in G7:
@ektrit
@sampson_elaine
@noybsk2017
@pschydlowski
@once31dec
@thecultureofme
@spreckles
@guru9899
@renanetjes
@mjanemarshall

Top Tweeters in G8:
@pas5974
@mmwlawtaos1
@rhiles2760
@stonefree63
@awiselatina
@oveckahelen
@sam_says_2
@sandralhanlon
@jax6655
@fifthhousesun

Top Tweeters in G9:
@jeffersonobama
@damonbethea1
@choclablover
@raisinaseries
@mishamishaps
@sws_edu
@sagehillfarms
@xeni
@jaketapper
@federelis

Top Tweeters in G10:
@s9tmt
@stop1984
@tshep42
@scottishfirst
@pucemargine
@spiegelonline
@lesoir
@mauriceg88
@marplesmarbles
@zeitonline


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