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Marriott _2017-10-12_08-19-57.xlsx
Marriott _2017-10-12_08-19-57.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 12, 2017
Short Description:
Marriott via NodeXL http://bit.ly/2i7tmPG
@marriott
@marriottrewards
@covergirl
@simondai
@rnmarriott1
@barclays
@bose
@crislerhood

Description:
Description
The graph represents a network of 4,097 Twitter users whose tweets in the requested range contained "Marriott ", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 12 October 2017 at 15:23 UTC.

The requested start date was Thursday, 12 October 2017 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 10-day, 22-hour, 5-minute period from Sunday, 01 October 2017 at 01:55 UTC to Thursday, 12 October 2017 at 00:00 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 : 4097
Unique Edges : 8642
Edges With Duplicates : 5838
Total Edges : 14480
Self-Loops : 2406
Reciprocated Vertex Pair Ratio : 0.0138124649073554
Reciprocated Edge Ratio : 0.0272485600354453
Connected Components : 1426
Single-Vertex Connected Components : 932
Maximum Vertices in a Connected Component : 1484
Maximum Edges in a Connected Component : 10682
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.915631
Graph Density : 0.000537979390407615
Modularity : 0.464889
NodeXL Version : 1.0.1.388

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[57] https://goo.gl/JYDA9D
[46] http://bit.ly/2xv99t2
[26] http://www.eventbrite.com/e/vanity-3-3rd-annual-young-alumni-homecoming-finale-durham-marriott-21-tickets-12388912571
[19] https://www.marriott.com/rewards/promotion.mi?promotion=FA17&scid=3588f2ff-1dd5-4f47-9183-f0770339e8fa
[18] http://bit.ly/2wXmBlP
[14] http://bit.ly/2hBktxD
[12] http://ift.tt/2xNdfNC
[11] https://www.instagram.com/p/BZ-DrUKA8mv/
[10] https://www.cheesetraveller.com/boston-marriott-newton-hotel/?utm_content=buffer4eee0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[10] http://www.independent.co.uk/travel/africa/rwanda-holidays-luxury-kigali-travel-packages-destination-flights-heaven-radisson-blu-marriott-a7979236.html

Top URLs in Tweet in G1:
[55] https://goo.gl/JYDA9D
[12] http://ift.tt/2xNdfNC
[9] https://docs.google.com/forms/d/1nV2Ud6Py-uH-tx7GLkcmS5f6a1CffKh_NlafDdwoNqM/viewform
[8] http://ref.gl/H5w5cLrD
[7] https://financialsbeat.com/marriott-plays-with-sensory-rich-virtual-reality-getaways/
[6] https://jobs4.com/view/tw/196951
[6] http://ref.gl/2CIiDE54
[6] http://www.dojomojo.ninja/landing/?promo_id=437e44f0-4887-47ab-bc2a-8b7ef97bf7cf&campaign_id=1915&title=The%20Relaxing%20Escape%20to%20Napa%20Valley!&share_message=3%20night%20stay%20at%20the%20Marriott%20in%20California%20+%20airfare.&share_image=//innovation-brand-logos.s3.amazonaws.com/campaign-images/90e6968a-bf6e-4913-8e21-672e0c6ac7ee/main.jpg
[6] https://www.lapatilla.com/site/2017/10/07/diario-las-americas-marriott-da-la-espalda-al-pueblo-de-venezuela/
[5] http://getreadytorockradio.com/listen-now/

Top URLs in Tweet in G2:
[5] https://indivisibleventura.org/2017/09/26/remind-marriott-not-to-host-hate-groups/
[4] https://www.inc.com/jacob-morgan/3-foundations-to-a-culture-of-well-being-at-marriott.html
[3] http://spr.ly/60168fRuj
[3] http://www.starwoodhotels.com/preferredguest/linkmarriott
[3] http://bit.ly/2k26SjS
[3] https://twitter.com/hannahallam/status/915746441594843137
[3] https://act.mpowerchange.org/sign/marriott-act-petition/?source=tw
[2] https://twitter.com/login?redirect_after_login=/messages/compose?recipient_id=14369314
[2] http://news.marriott.com/2017/10/beaches-ball-parks-top-ten-reasons-visit-florida-now/
[2] https://www.starwoodhotels.com/preferredguest/account/benefits/marriott/index.html?ES=SM_TWTR_1105330698&SWAQ=4JM6&linkId=43284307

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/914655365844713473
[1] https://twitter.com/i/web/status/914655773870845952
[1] https://twitter.com/i/web/status/914656839098277888
[1] https://twitter.com/i/web/status/914661919402876930
[1] https://twitter.com/i/web/status/915420481926266880
[1] https://twitter.com/i/web/status/915426987933540352
[1] https://twitter.com/i/web/status/914643141579304960
[1] https://twitter.com/i/web/status/914642263942119425
[1] https://twitter.com/i/web/status/914642891783340032
[1] https://twitter.com/i/web/status/914660042581925888

Top URLs in Tweet in G4:
[46] http://bit.ly/2xv99t2
[18] http://bit.ly/2wXmBlP
[18] https://www.marriott.com/rewards/promotion.mi?promotion=FA17&scid=3588f2ff-1dd5-4f47-9183-f0770339e8fa
[13] http://bit.ly/2hBktxD
[7] http://bit.ly/2k26SjS
[7] http://bit.ly/2y8Doa3
[6] http://www.marriott.com/marriott-rewards/earn.mi?scid=3588f2ff-1dd5-4f47-9183-f0770339e8fa
[5] http://members.marriott.com/?scid=e259035d-c759-478e-99d5-1ed2dc777ccb
[3] https://www.forbes.com/sites/micahsolomon/2017/09/12/the-inside-story-of-marriotts-high-seas-rescue-of-620-hotel-guests-stranded-by-irma-on-st-thomas/?utm_source=TWITTER&utm_medium=social&utm_content=1070374001&utm_campaign=sprinklrForbesMainTwitter#5d8635bf654a
[3] https://www.forbes.com/sites/susanadams/2017/09/26/the-next-billion-dollar-startups-2017#41b9068ac061

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/914631045215133696
[1] https://twitter.com/i/web/status/914540245235961857
[1] https://twitter.com/i/web/status/914692841665892354
[1] https://twitter.com/i/web/status/914556716834017280
[1] https://twitter.com/i/web/status/914644644834791424

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/912100181486837760
[1] https://twitter.com/i/web/status/915025482005000193
[1] https://twitter.com/i/web/status/913883911142305793
[1] https://twitter.com/i/web/status/914693431934427136
[1] https://www.nflpa.com/players/sponsors
[1] https://twitter.com/GeorgiaDirtRoad/status/914596578836582400

Top URLs in Tweet in G8:
[3] https://www.instagram.com/p/BZ-EAvRnJS9/
[3] https://www.instagram.com/p/BZ-B6wPHvZq/
[2] http://adnuncia.com/online/noticias/389-la-gran-familia-del-courtyard-by-marriott-guayaquil-recompensa-a-fundacion?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.instagram.com/p/BZ-DMa5nH6g/
[2] https://www.instagram.com/p/BZ-BVH6H_z0/
[1] https://www.instagram.com/p/BZ-A2W5HeB1/
[1] https://www.instagram.com/p/BZ-Bp_rnV7D/
[1] https://www.instagram.com/p/BZ-MNVSn-tD/
[1] https://www.instagram.com/p/BZ-C4UHHzo0/
[1] https://www.instagram.com/p/BZ-AaflH0MS/

Top URLs in Tweet in G9:
[1] https://www.youtube.com/watch?v=HuEY9imwkfU&feature=youtu.be
[1] https://twitter.com/i/web/status/914327271409881088
[1] https://twitter.com/i/web/status/914334288614772737
[1] https://twitter.com/i/web/status/914650101389385728
[1] https://twitter.com/i/web/status/914648983779315713
[1] https://twitter.com/i/web/status/914322794439168005
[1] https://twitter.com/i/web/status/914312985216155648

Top URLs in Tweet in G10:
[2] https://www.nytimes.com/2017/09/29/travel/marriott-anti-muslim-group.html?smid=tw-share
[1] https://twitter.com/i/web/status/913536245757829121
[1] https://twitter.com/i/web/status/913546671136657408
[1] https://twitter.com/i/web/status/913543110541692928
[1] https://twitter.com/i/web/status/913540599701282822
[1] https://twitter.com/i/web/status/913533650855239680
[1] https://twitter.com/i/web/status/913535174155079680
[1] https://twitter.com/i/web/status/913540348483330048
[1] https://twitter.com/i/web/status/913550813582188544
[1] https://twitter.com/i/web/status/913544182056222720

Top Domains
Top Domains in Tweet in Entire Graph:
[600] twitter.com
[351] instagram.com
[224] jobs.as
[131] goo.gl
[130] bit.ly
[78] marriott.com
[67] swarmapp.com
[54] fb.me
[51] ift.tt
[46] tinyurl.com

Top Domains in Tweet in G1:
[260] instagram.com
[144] jobs.as
[116] goo.gl
[85] twitter.com
[51] ift.tt
[48] fb.me
[39] tinyurl.com
[35] dlvr.it
[34] ref.gl
[28] financialsbeat.com

Top Domains in Tweet in G2:
[114] twitter.com
[13] bit.ly
[8] instagram.com
[7] swarmapp.com
[5] starwoodhotels.com
[5] mpowerchange.org
[5] indivisibleventura.org
[4] marriott.com
[4] inc.com
[3] spr.ly

Top Domains in Tweet in G3:
[80] twitter.com

Top Domains in Tweet in G4:
[91] bit.ly
[48] twitter.com
[31] marriott.com
[6] forbes.com
[1] instagram.com
[1] justigo.uk
[1] justigo.eu
[1] justigo.us
[1] ispot.tv

Top Domains in Tweet in G5:
[5] twitter.com

Top Domains in Tweet in G6:
[5] twitter.com
[1] nflpa.com

Top Domains in Tweet in G8:
[15] instagram.com
[2] adnuncia.com
[1] twitter.com
[1] doubleclick.net

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

Top Domains in Tweet in G10:
[16] twitter.com
[2] nytimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[557] membersgetit
[557] rewardspoints
[515] mrpoints
[463] findyourroute
[85] marriott
[63] eliminatorias
[54] travel
[53] ad
[50] derbycon
[46] beer



Top Hashtags in Tweet in G1:
[266] rewardspoints
[264] membersgetit
[242] mrpoints
[196] findyourroute
[48] marriott
[43] lovemarriottrewards
[22] ad
[20] autographhotels
[12] renhotels
[10] jobs

Top Hashtags in Tweet in G2:
[18] muslims
[17] counteracthate
[16] hotel
[16] noroomforhate
[12] marriottrewards
[10] marriott
[8] travel
[8] loyalty
[6] africa
[6] employeeexperience

Top Hashtags in Tweet in G3:
[1] nflboycott

Top Hashtags in Tweet in G4:
[46] beer
[44] rewardspoints
[42] membersgetit
[34] findyourroute
[32] mrpoints
[20] rotterdam
[18] neworleans
[13] sandiego
[13] nationaltacoday
[11] chaophraya

Top Hashtags in Tweet in G5:
[62] eliminatorias

Top Hashtags in Tweet in G6:
[11] boycottnfl
[4] maga
[1] smallfaces
[1] classicrock
[1] nfl
[1] boycottnflsponsors

Top Hashtags in Tweet in G7:
[50] derbycon

Top Hashtags in Tweet in G8:
[192] membersgetit
[192] rewardspoints
[189] findyourroute
[187] mrpoints
[16] evento
[16] apachetvs
[16] tvsmotors
[16] tvsracing
[9] marriottrewards
[3] urbaland

Top Hashtags in Tweet in G9:
[1] dotard
[1] blackoutnfl
[1] blackout

Top Hashtags in Tweet in G10:
[1] noroomforhate

Top Words
Top Words in Tweet in Entire Graph:
[2189] Words in Sentiment List#1: Positive
[766] Words in Sentiment List#2: Negative
[59] Words in Sentiment List#3: Angry/Violent
[70576] Non-categorized Words
[73531] Total Words
[3736] marriott
[707] bose
[701] bridgestone
[701] castrol
[700] barclays

Top Words in Tweet in G1:
[1476] marriott
[266] rewardspoints
[265] membersgetit
[249] international
[242] mrpoints
[221] hotel
[196] findyourroute
[194] inc
[126] 2017
[124] thanks

Top Words in Tweet in G2:
[558] marriott
[95] host
[94] hotel
[80] amymek
[76] 2
[73] 11
[73] allow
[73] cair
[70] hamas
[70] terrorist

Top Words in Tweet in G3:
[690] bose
[690] budweiserusa
[690] barclays
[689] bridgestone
[688] campbells
[686] snowconejustice
[682] castrol
[673] american1765
[643] covergirl
[554] dairymgmtinc

Top Words in Tweet in G4:
[264] marriottrewards
[129] marriott
[66] points
[51] drink
[46] proost
[46] sláinte
[46] salut
[46] cheers
[46] learn
[46] beer

Top Words in Tweet in G5:
[133] uruguay
[81] hotel
[81] marriott
[77] caracas
[62] eliminatorias
[55] parte
[55] plantel
[55] trabajó
[55] gimnasio
[47] prepara

Top Words in Tweet in G6:
[23] marriott
[20] sponsors
[19] nfl
[17] fedex
[15] usaa
[14] ford
[14] covergirl
[13] anheuserbusch
[12] pepsico
[12] oldspice

Top Words in Tweet in G7:
[99] derbycon
[50] 8
[50] 0
[50] held
[50] louisville
[50] marriott
[50] october
[50] 3
[50] 7
[50] 2018

Top Words in Tweet in G8:
[225] marriott
[192] membersgetit
[192] rewardspoints
[189] findyourroute
[187] mrpoints
[97] thanks
[31] yay
[23] courtyard
[22] pilly105
[19] guayaquil

Top Words in Tweet in G9:
[14] realdonaldtrump
[13] marriott
[7] united
[6] hurricane
[4] saying
[4] people
[4] presssec
[4] over
[3] trump
[3] pr

Top Words in Tweet in G10:
[41] marriott
[39] actforamerica
[38] commondefense
[25] actbrigitte
[25] richardbspencer
[25] anncoulter
[25] donaldjtrumpjr
[19] brietbartnews
[16] hate
[14] hotel

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[697] bose,budweiserusa
[697] budweiserusa,barclays
[696] barclays,bridgestone
[695] bridgestone,campbells
[693] snowconejustice,bose
[688] campbells,castrol
[649] castrol,covergirl
[626] american1765,snowconejustice
[560] covergirl,dairymgmtinc
[428] membersgetit,rewardspoints

Top Word Pairs in Tweet in G1:
[236] marriott,international
[193] international,inc
[188] membersgetit,rewardspoints
[174] rewardspoints,findyourroute
[169] findyourroute,mrpoints
[116] thanks,marriott
[109] marriott,membersgetit
[105] jw,marriott
[103] marriott,hotel
[67] rewardspoints,membersgetit

Top Word Pairs in Tweet in G2:
[78] amymek,marriott
[72] marriott,allow
[70] allow,cair
[70] cair,hamas
[70] hamas,terrorist
[70] terrorist,tied
[70] tied,imam
[70] imam,suhaib
[70] suhaib,close
[70] close,confidant

Top Word Pairs in Tweet in G3:
[690] bose,budweiserusa
[690] budweiserusa,barclays
[689] barclays,bridgestone
[688] bridgestone,campbells
[686] snowconejustice,bose
[681] campbells,castrol
[643] castrol,covergirl
[619] american1765,snowconejustice
[554] covergirl,dairymgmtinc
[420] dairymgmtinc,dannon

Top Word Pairs in Tweet in G4:
[46] proost,sláinte
[46] sláinte,salut
[46] salut,cheers
[46] cheers,learn
[46] learn,drink
[46] drink,beer
[46] beer,local
[46] local,anywhere
[46] anywhere,world
[45] marriottrewards,proost

Top Word Pairs in Tweet in G5:
[81] hotel,marriott
[70] marriott,caracas
[60] uruguay,eliminatorias
[55] parte,plantel
[55] plantel,trabajó
[55] trabajó,gimnasio
[55] gimnasio,hotel
[47] eliminatorias,parte
[47] caracas,uruguay
[47] uruguay,prepara

Top Word Pairs in Tweet in G6:
[12] ford,usaa
[12] usaa,pepsico
[12] pepsico,oldspice
[12] oldspice,tide
[12] tide,fedex
[12] fedex,gillette
[12] gillette,marriott
[12] marriott,covergirl
[10] kathleen2u2,anheuserbusch
[9] anheuserbusch,boycottnfl

Top Word Pairs in Tweet in G7:
[50] derbycon,8
[50] 8,0
[50] 0,held
[50] held,louisville
[50] louisville,marriott
[50] marriott,october
[50] october,3
[50] 3,7
[50] 7,2018
[50] 2018,3rd

Top Word Pairs in Tweet in G8:
[173] findyourroute,mrpoints
[165] membersgetit,rewardspoints
[165] rewardspoints,findyourroute
[120] marriott,membersgetit
[97] thanks,marriott
[27] marriott,rewardspoints
[27] rewardspoints,membersgetit
[22] courtyard,marriott
[18] yay,marriott
[17] marriott,guayaquil

Top Word Pairs in Tweet in G9:
[3] usvi,governor
[3] governor,kenneth
[3] kenneth,e
[3] e,mapp's
[3] mapp's,meeting
[3] meeting,w
[3] w,fema
[3] fema,business
[3] business,leaders
[3] leaders,sept

Top Word Pairs in Tweet in G10:
[25] marriott,actforamerica
[25] actforamerica,actbrigitte
[25] actbrigitte,richardbspencer
[25] richardbspencer,anncoulter
[25] anncoulter,donaldjtrumpjr
[21] commondefense,marriott
[19] donaldjtrumpjr,brietbartnews
[13] hate,group
[10] join,saying
[10] saying,never

Top Replied-To
Top Replied-To in Entire Graph:
@marriott
@american1765
@marriottrewards
@grnlakegirl
@sydney_cook11
@morgan_marriott
@commondefense
@kendra_marriott
@brothervet
@kissent

Top Replied-To in G1:

Top Replied-To in G2:
@marriott
@amymek
@ginayashere
@thepointsguy
@marriottintl
@indypghgirl
@cecil4allofus
@5_dempsey
@katiem_schmidt
@kairyssdal

Top Replied-To in G3:
@american1765
@brothervet
@snowconejustice
@bose
@lady_liberti
@grrrreat1242
@trumptrain10
@davidli31021227
@sostrump12
@bridgetknepper

Top Replied-To in G4:
@marriottrewards
@grnlakegirl
@marriott
@bonvegetit
@tomhaines29
@ja2cook
@the_realblove
@zerinssl
@fracis10
@account8ble123

Top Replied-To in G5:
@uruguay

Top Replied-To in G6:
@marriott
@redstatemojo
@michellemalkin
@nflcars28
@jameswa55188246
@anheuserbusch
@kathleen2u2

Top Replied-To in G9:
@realdonaldtrump
@marriott_troy
@1984leroy
@realdonaldtumpr
@debrammason1
@joeyarnoldvn
@chicagotribune
@carmenyulincruz
@nydiavelazquez
@vanwalker67

Top Replied-To in G10:
@commondefense
@alexandermccoy4

Top Mentioned
Top Mentioned in Entire Graph:
@barclays
@bose
@campbells
@budweiserusa
@bridgestone
@castrol
@snowconejustice
@covergirl
@american1765
@dairymgmtinc

Top Mentioned in G1:
@twlounge
@fsjp_uniq
@heatherpeno
@hhbillionaire
@scottstanleysmi
@tuempleord
@atpconf

Top Mentioned in G2:
@marriott
@amymek
@marriottintl
@mobbiemobes
@slpng_giants
@marriottrewards
@slpng_giants_oz
@stylewylde
@spg
@marrewardslat

Top Mentioned in G3:
@budweiserusa
@barclays
@bridgestone
@campbells
@bose
@snowconejustice
@castrol
@covergirl
@american1765
@dairymgmtinc

Top Mentioned in G4:
@marriottrewards
@marriott
@waikoloabeachmh
@bonvegetit
@napafoodandvine
@slicknickricky
@caramiasg
@grnlakegirl
@suziday123
@welikedrinking1

Top Mentioned in G5:
@uruguay
@selevinotinto
@matamorosedwin
@carlosbardakian

Top Mentioned in G6:
@marriott
@fedex
@usaa
@ford
@covergirl
@anheuserbusch
@pepsico
@oldspice
@tide
@gillette

Top Mentioned in G7:
@derbycon

Top Mentioned in G8:
@felipejuancarlo
@pilly105
@axelspam
@rnmarriott1
@mercecordova
@syalams
@lolaro945
@wangedan1
@chizunxin
@courtyardgye

Top Mentioned in G9:
@marriott
@realdonaldtrump
@united
@presssec
@fema
@vp
@oldlinepatriot
@fox
@303dk
@dominos

Top Mentioned in G10:
@marriott
@actforamerica
@commondefense
@actbrigitte
@richardbspencer
@anncoulter
@donaldjtrumpjr
@brietbartnews
@perry_ob

Top Tweeters
Top Tweeters in Entire Graph:
@info_ve
@la_patilla
@bizlunchbox
@climbercom
@reporte24ve
@newsbossindia
@arkangelscrap
@sleekmoneycom
@anonimuscr
@united

Top Tweeters in G1:
@info_ve
@bizlunchbox
@climbercom
@newsbossindia
@sleekmoneycom
@anonimuscr
@watchlistn
@intercooleronli
@notiwebon
@musicuwant2hear

Top Tweeters in G2:
@twitlertwit
@dalef3
@stingraytwo
@chocolatchurros
@mcdonalds
@lyndag1963
@rmack2x
@debrammason1
@ymcglaun
@cocacola

Top Tweeters in G3:
@uthornsrawk
@9975ts
@woitekj
@jver1
@babysgramma
@sparky33583866
@lynn_weiser
@piery71
@steph93065
@winegirl73

Top Tweeters in G4:
@justigocom
@boxticker
@marriottrewards
@forbes
@ja2cook
@always5star
@dothedaniel
@caramiasg
@suziday123
@dlaskaris

Top Tweeters in G5:
@adrianabravista
@ersuspendido
@charrua10
@liliana_drm
@ladamadelfutbol
@lizfcn
@lbceleste
@uruguay_bot
@angelaurinegro
@cram_1

Top Tweeters in G6:
@artmanjanet
@nfl
@verizon
@ciaobella50
@att
@lamoonlynn
@gartrelllinda
@westernpajon
@hotdogrusty
@kathleen2u2

Top Tweeters in G7:
@jaysonstreet
@marcusjcarey
@ashleyschwartau
@ben0xa
@akawombat42
@jmcmurry
@superfluoussec
@network232
@fpieces
@denniskuntz

Top Tweeters in G8:
@cerrosantaana
@calderaedgarftg
@felipejuancarlo
@rnmarriott1
@ale_jaramillo
@pilly105
@cbcbio
@syalams
@auradalis
@courtyardgye

Top Tweeters in G9:
@united
@9news
@dominos
@chicagotribune
@cnnmoney
@oldlinepatriot
@james_alan61
@dailycamera
@cnnbrk
@foreverlogical

Top Tweeters in G10:
@bannerite
@dianez123
@creativculinary
@dancygeorgia
@anncoulter
@alt_uscis
@jack
@donaldjtrumpjr
@richardbspencer
@brie