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Hyatt_2017-09-14_08-10-08.xlsx
Hyatt_2017-09-14_08-10-08.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 14, 2017
Short Description:
Hyatt via NodeXL http://bit.ly/2eXoEPE
@orlandopolice
@miller_hyatt
@vivintarena
@utahjazz
@realdonaldtrump
@hyatttweets
@ej_hyatt

Description:
Description
The graph represents a network of 4,343 Twitter users whose tweets in the requested range contained "Hyatt", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 14 September 2017 at 15:12 UTC.

The requested start date was Thursday, 14 September 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 3-day, 22-hour, 24-minute period from Sunday, 10 September 2017 at 01:34 UTC to Wednesday, 13 September 2017 at 23:59 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 : 4343
Unique Edges : 4908
Edges With Duplicates : 2255
Total Edges : 7163
Self-Loops : 2598
Reciprocated Vertex Pair Ratio : 0.0131995776135164
Reciprocated Edge Ratio : 0.0260552371026576
Connected Components : 1531
Single-Vertex Connected Components : 1065
Maximum Vertices in a Connected Component : 545
Maximum Edges in a Connected Component : 1702
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.366742
Graph Density : 0.000203528542200036
Modularity : 0.606652
NodeXL Version : 1.0.1.386

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[51] http://newhotelsbook.blogspot.ae/2015/12/pan-pacific-singapore.html
[47] http://newhotelsbook.blogspot.my/2015/12/hilton-rome-airport.html
[24] https://adnecoambiental.com.mx/park-hyatt-maldives-hotel-sustentable/
[21] http://viewfromthewing.boardingarea.com/2017/09/11/park-hyatt-buenos-aires-giveaway/
[19] http://falcon.tours/shopping/
[17] http://falcon.cab/call/
[17] http://Falcon.Tours
[17] http://trib.al/M2TOuOl
[16] http://falcon.tours/places/
[16] http://falcon.tours/resorts/

Top URLs in Tweet in G1:
[20] http://viewfromthewing.boardingarea.com/2017/09/11/park-hyatt-buenos-aires-giveaway/
[19] http://falcon.tours/shopping/
[17] http://falcon.cab/call/
[17] http://Falcon.Tours
[16] http://falcon.tours/places/
[16] http://falcon.cab/onlinereservation/
[16] http://falcon.tours/resorts/
[9] http://www.thebingbing.com/delight/5106845
[9] http://falcon.tours/restaurants/
[8] http://www.embarquenaviagem.com/2017/09/11/brunch-japones-no-restaurante-shiso-no-grand-hyatt-rio-de-janeiro/

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/908024360375431168

Top URLs in Tweet in G3:
[3] http://www.orlandosentinel.com/news/94567945-132.html
[2] https://www.fastcodesign.com/90137832/why-hyatt-designed-its-new-headquarters-to-feel-like-a-hotel?utm_content=buffer2a3b9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.instagram.com/p/BY6142wA_pg/

Top URLs in Tweet in G4:
[9] https://alerts.weather.gov/cap/sc.php?x=1
[4] https://twitter.com/uofsc/status/906699687645904896
[4] https://twitter.com/uofsc/status/906701951076839424
[4] https://oss.ticketmaster.com/html/home.htmI?l=EN&team=gamecocks2
[4] http://www.scemd.org/closings
[4] http://scemd.org/shelters-rss
[4] https://sc.joinhandshake.com/
[3] http://www.sc.edu/uofsc/weather
[2] http://abcnews.go.com/US/hurricane-irma-close-landfall-florida-keys-dead-state/story?id=49738525
[2] https://twitter.com/ABC/status/907042500396961793

Top URLs in Tweet in G5:
[2] https://huntingtonbeach.regency.hyatt.com/en/hotel/home.html?src=agn_oth_prop_sm_tpm_hunrh_regency_twtr_septbooknow
[2] https://www.instagram.com/p/BY3F79_DWrL/
[1] https://twitter.com/i/web/status/908083347586347008
[1] https://twitter.com/i/web/status/907026027951599617
[1] https://twitter.com/i/web/status/906944853145251841
[1] https://twitter.com/i/web/status/906955932969476096
[1] https://twitter.com/i/web/status/907018416124514305
[1] https://twitter.com/i/web/status/907020604372635649
[1] https://twitter.com/i/web/status/907026910823239682
[1] https://twitter.com/i/web/status/907260818940710913

Top URLs in Tweet in G6:
[51] http://newhotelsbook.blogspot.ae/2015/12/pan-pacific-singapore.html
[47] http://newhotelsbook.blogspot.my/2015/12/hilton-rome-airport.html
[14] http://newhotelsbook.blogspot.co.il/2015/12/grand-hyatt-istanbul.html
[9] http://newhotelsbook.blogspot.nl/2015/12/grand-hyatt-istanbul.html
[2] http://newhotelsbook.blogspot.jp/2015/12/pan-pacific-singapore.html
[2] http://short.aflam.site/u
[1] https://twitter.com/i/web/status/907475843752046592
[1] https://twitter.com/i/web/status/907476459324919808
[1] https://twitter.com/i/web/status/907339938689110019
[1] https://twitter.com/i/web/status/903898013420146692

Top URLs in Tweet in G7:
[10] http://www.orlandosentinel.com/news/94567945-132.html
[7] https://twitter.com/safetypindaily/status/906951103941505024

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/907240679532789760
[1] https://twitter.com/i/web/status/907160891883446272
[1] https://twitter.com/i/web/status/906948872957825024

Top URLs in Tweet in G9:
[3] https://www.youtube.com/watch?v=Eiup44YVdr0&feature=youtu.be&a
[2] http://thehill.com/homenews/campaign/349804-bidens-daughter-i-hope-he-runs-in-2020
[2] http://po.st/scms/OrMCe04Lcp0lOFmbgsShVm7z2zCAxJfJJXkKRsG6wI8lOAo/Steeq5
[2] https://www.bodybuilding.com/fun/chisel-your-chest-from-top-to-bottom.html?mcid=sm_twit
[2] https://www.youtube.com/watch?v=_yip5ZxBhqk&feature=youtu.be&a
[2] http://www.espn.com/nfl/story/_/id/19974091/reebok-signs-jj-watt-brothers-endorse-houston-texans-star-new-training-shoe
[2] http://po.st/scms/OrMCe04Lcp0lOFmbgsShVm7z2zCAxJfJJXkKRsG6wI8lOAo/LeHv1C
[2] https://inciweb.nwcg.gov/incident/5536/
[2] https://www.youtube.com/watch?v=-ZImxNqKXE8&feature=youtu.be&a
[2] https://www.youtube.com/watch?v=CrKUQzaB5Uk&feature=youtu.be&a

Top URLs in Tweet in G10:
[13] http://www.geoengineeringwatch.org/
[2] https://twitter.com/sarahkliff/status/906129124640645120
[2] https://twitter.com/leadershipindy/status/906615475685163008
[2] http://atlantablackstar.com/2017/09/08/huge-earthquake-rocks-mexico-32-reported-dead/?utm_source=dlvr.it&utm_medium=twitter
[2] https://twitter.com/thenflboycott/status/906254637166194689
[2] http://ft.trib.al/dUZq4WQ
[2] https://twitter.com/seia/status/907032087626051586
[2] https://www.entrepreneur.com/article/300072
[2] https://buytheblock.com/
[1] https://twitter.com/i/web/status/905936687481671680

Top Domains
Top Domains in Tweet in Entire Graph:
[653] twitter.com
[255] instagram.com
[88] work4labs.com
[83] falcon.tours
[75] fb.me
[73] youtube.com
[63] swarmapp.com
[60] hyatt.com
[51] blogspot.ae
[47] blogspot.my

Top Domains in Tweet in G1:
[195] instagram.com
[125] twitter.com
[88] work4labs.com
[83] falcon.tours
[60] fb.me
[38] swarmapp.com
[36] ref.gl
[33] falcon.cab
[26] boardingarea.com
[24] careerarc.com

Top Domains in Tweet in G2:
[1] twitter.com

Top Domains in Tweet in G3:
[3] orlandosentinel.com
[2] fastcodesign.com
[1] instagram.com

Top Domains in Tweet in G4:
[221] twitter.com
[16] youtube.com
[15] weather.gov
[15] sc.edu
[12] dlvr.it
[9] scemd.org
[8] thestate.com
[7] trib.al
[6] noaa.gov
[5] snpy.tv

Top Domains in Tweet in G5:
[24] twitter.com
[11] swarmapp.com
[8] instagram.com
[6] hyatt.com
[1] fb.me
[1] gomplaces.com
[1] saba.com
[1] verkeersbureaus.info
[1] eventnewz.com
[1] orlandosentinel.com

Top Domains in Tweet in G6:
[51] blogspot.ae
[47] blogspot.my
[14] co.il
[12] twitter.com
[9] blogspot.nl
[2] blogspot.jp
[2] aflam.site

Top Domains in Tweet in G7:
[10] orlandosentinel.com
[7] twitter.com

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

Top Domains in Tweet in G9:
[24] youtube.com
[9] twitter.com
[4] po.st
[2] thehill.com
[2] bodybuilding.com
[2] espn.com
[2] nwcg.gov
[1] gyazo.com
[1] fb.me

Top Domains in Tweet in G10:
[17] twitter.com
[13] geoengineeringwatch.org
[2] atlantablackstar.com
[2] trib.al
[2] entrepreneur.com
[2] buytheblock.com
[1] hrw.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[380] 4leggedfriends
[379] irmaflorida
[294] quote
[282] irma
[168] hyatt
[100] job
[91] inahyattworld
[74] scwx
[58] jacksonville
[55] travel



Top Hashtags in Tweet in G1:
[231] quote
[137] hyatt
[99] job
[88] inahyattworld
[24] hotel
[16] herndon
[15] travel
[15] hiring
[13] california
[13] success

Top Hashtags in Tweet in G3:
[372] irmaflorida
[372] 4leggedfriends
[1] florida
[1] orlando
[1] rainbow
[1] stayingputonemorenight
[1] hyatt

Top Hashtags in Tweet in G4:
[200] irma
[74] scwx
[49] gamecocks
[42] sctweets
[21] hurricaneirma
[19] spursup
[16] wltx
[16] gawx
[12] uofscsotu
[11] neverforget

Top Hashtags in Tweet in G5:
[3] hyatt
[3] hurricaneirma
[2] hyatthb
[2] athyattregency
[2] spoilt
[2] clubsandwich
[1] historyforward
[1] goldenlight
[1] lakewashington
[1] sap4utl

Top Hashtags in Tweet in G6:
[2] محارم

Top Hashtags in Tweet in G7:
[53] irma
[53] jacksonville
[10] hurricaneirma
[2] irmaflorida
[2] 4leggedfriends
[1] customerservice
[1] hurrcaneirma

Top Hashtags in Tweet in G8:
[10] keywest
[10] stormsurge
[10] irma
[10] irmahurricane
[10] floridakeys
[9] bigpinekey
[2] irmaflorida
[2] 4leggedfriends

Top Hashtags in Tweet in G9:
[8] gobears
[8] irma
[7] atlvschi
[4] ps4share
[3] flwx
[2] thisistexas
[2] hookem
[2] oakvsten
[2] raidernation
[2] actonclimate

Top Hashtags in Tweet in G10:
[6] spicon
[4] cbc2017
[2] harvey
[2] sashaholics
[2] femaleleaders
[2] solarempowerswomen
[2] duterte
[2] tumors
[2] dykio
[2] io

Top Words
Top Words in Tweet in Entire Graph:
[2991] Words in Sentiment List#1: Positive
[1199] Words in Sentiment List#2: Negative
[14] Words in Sentiment List#3: Angry/Violent
[90863] Non-categorized Words
[95053] Total Words
[3829] hyatt
[1124] 1
[963] regency
[684] 2
[675] open

Top Words in Tweet in G1:
[1508] hyatt
[297] regency
[283] michael
[238] lose
[232] quote
[160] grand
[140] people
[134] hotel
[130] use
[127] way

Top Words in Tweet in G2:
[1046] 1
[524] utahjazz
[524] hyatt
[523] vivintarena
[523] 15
[523] days
[523] until
[523] re
[523] open
[523] win

Top Words in Tweet in G3:
[386] hyatt
[379] regency
[379] orlandopolice
[374] nearly
[374] 900
[373] love
[372] story
[372] pet
[372] evacuees
[372] drive

Top Words in Tweet in G4:
[279] irma
[104] hurricane
[74] scwx
[68] florida
[68] storm
[61] wind
[57] gamecocks
[55] out
[53] pm
[53] winds

Top Words in Tweet in G5:
[110] hyatt
[29] regency
[24] hyatttweets
[23] hyattconcierge
[19] london
[18] place
[15] stay
[10] time
[10] enjoy
[8] up

Top Words in Tweet in G6:
[208] https
[174] t
[170] co
[111] open
[106] shar
[100] للمشاهده
[98] او
[89] من
[78] motlqa_ksa
[62] زى

Top Words in Tweet in G7:
[78] hyatt
[53] dad
[53] sent
[53] downtown
[53] irma
[53] jacksonville
[52] doughxboy_
[24] 900
[24] regency
[17] orlando

Top Words in Tweet in G8:
[71] hyatt
[52] key
[52] west
[48] shelinbc6
[46] michaelmores1
[45] water
[44] 5
[44] dead
[44] feet
[43] connection

Top Words in Tweet in G9:
[24] youtube
[19] hyatt
[12] video
[8] gobears
[8] irma
[7] atlvschi
[7] liked
[6] chicagobears
[6] nfl
[6] set

Top Words in Tweet in G10:
[11] check
[9] please
[8] out
[6] much
[6] show
[6] spicon
[4] tax
[4] together
[4] quiet
[4] war

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[956] hyatt,regency
[578] hyatt,house
[535] stay,hyatt
[525] 15,days
[524] night,stay
[523] days,until
[523] until,re
[523] re,open
[523] open,win
[523] win,4

Top Word Pairs in Tweet in G1:
[295] hyatt,regency
[280] michael,hyatt
[228] hyatt,quote
[145] grand,hyatt
[122] park,hyatt
[119] people,lose
[119] lose,way
[119] way,lose
[119] lose,michael
[118] language,use

Top Word Pairs in Tweet in G2:
[523] 15,days
[523] days,until
[523] until,re
[523] re,open
[523] open,win
[523] win,4
[523] 4,lower
[523] lower,bowl
[523] bowl,utahjazz
[523] utahjazz,tickets

Top Word Pairs in Tweet in G3:
[379] hyatt,regency
[374] nearly,900
[372] love,story
[372] story,nearly
[372] 900,pet
[372] pet,evacuees
[372] evacuees,hyatt
[372] regency,drive
[372] drive,irmaflorida
[372] irmaflorida,4leggedfriends

Top Word Pairs in Tweet in G4:
[61] hurricane,irma
[34] irma,scwx
[34] scwx,sctweets
[26] south,carolina
[23] wind,gusts
[22] p,m
[18] tropical,storm
[18] 2,0
[18] check,out
[18] scetv,potus

Top Word Pairs in Tweet in G5:
[29] hyatt,regency
[13] hyatt,place
[7] regency,london
[7] london,churchill
[7] park,hyatt
[7] hyatt,house
[6] churchill,london
[6] london,greater
[6] greater,london
[5] enjoy,stay

Top Word Pairs in Tweet in G6:
[174] https,t
[170] t,co
[109] open,https
[100] للمشاهده,open
[98] او,shar
[95] shar,https
[46] تنتاك,من
[44] co,aydnk9dfqk
[44] aydnk9dfqk,او
[39] بينيك,اخته

Top Word Pairs in Tweet in G7:
[53] dad,sent
[53] sent,hyatt
[53] hyatt,downtown
[53] downtown,irma
[53] irma,jacksonville
[52] doughxboy_,dad
[24] hyatt,regency
[17] regency,orlando
[12] 900,pet
[12] pet,evacuees

Top Word Pairs in Tweet in G8:
[52] key,west
[46] michaelmores1,shelinbc6
[44] 5,dead
[44] feet,water
[43] shelinbc6,connection
[43] connection,key
[43] west,tells
[43] tells,5
[43] dead,14
[43] 14,feet

Top Word Pairs in Tweet in G9:
[7] liked,youtube
[7] youtube,video
[6] atlvschi,gobears
[6] hyatt,regency
[5] video,youtube
[5] grand,hyatt
[5] hyatt,playa
[5] playa,carmen
[4] field,same
[4] same,time

Top Word Pairs in Tweet in G10:
[8] check,out
[4] much,love
[3] please,check
[2] tax,reform
[2] coast,guard
[2] guard,fema
[2] five,living
[2] living,former
[2] former,presidents
[2] presidents,come

Top Replied-To
Top Replied-To in Entire Graph:
@hyatttweets
@hyattconcierge
@scetv
@themaxkid37
@orlandopolice
@sara_hyatt__
@miller_hyatt
@fishpotus2036
@yngndchmpns
@hyatt

Top Replied-To in G1:

Top Replied-To in G2:
@kooymanj

Top Replied-To in G3:
@orlandopolice
@drunkatdisney

Top Replied-To in G4:
@scetv
@miller_hyatt
@hyatttweets
@citycoralgables
@ananavarro
@uofsc
@usccp
@coachwmuschamp
@cityofcolumbia
@wis10

Top Replied-To in G5:
@hyattconcierge
@hyatttweets
@hyatt
@matthewclayman
@ladiavolina
@lhenry0926
@zachhonig
@a_herm
@fab_ul0sa
@acihak

Top Replied-To in G7:
@hyattorlando

Top Replied-To in G8:
@michaelmores1
@tejaskat
@jaythepatsfan
@shelinbc6
@mkhermant

Top Replied-To in G9:
@lmaotaku
@meguha0514
@zyag_hyatt
@nezh4sya
@nwskeywest

Top Replied-To in G10:
@chelseaclinton
@gabrielpiemonte
@teacher2teacher
@senatordurbin
@ryanafournier
@abcpolitics
@king_kaufman
@taxtreats
@350
@hillarywarnedus

Top Mentioned
Top Mentioned in Entire Graph:
@utahjazz
@vivintarena
@orlandopolice
@motlqa_ksa
@doughxboy_
@shelinbc6
@henrymcmaster
@michaelmores1
@scemd
@gamecockfb

Top Mentioned in G1:
@dcgguide
@suyogofficial
@iisengineering
@ua_atp

Top Mentioned in G2:
@utahjazz
@vivintarena

Top Mentioned in G3:
@orlandopolice
@canine_rights
@swalesjones
@made__usa
@fastcodesign
@dogs4lifepress
@manmountain78r3

Top Mentioned in G4:
@henrymcmaster
@scemd
@gamecockfb
@ryanmaue
@uofsc
@ap
@wxbrad
@potus
@nwscolumbia
@russellhouseuu

Top Mentioned in G5:
@hyatt
@hyatttweets
@hyattconcierge
@hyattregency
@hyattmaui
@hyatthb
@lhenry0926
@marriott
@hammad_khu
@godaddy

Top Mentioned in G6:
@motlqa_ksa
@amadam_rana
@freesaudia_girl
@rana_3asoula
@salwa_mmm

Top Mentioned in G7:
@doughxboy_
@hyattorlando
@mplasd
@cocoatheistno19
@alaskarebel
@orlandopolice

Top Mentioned in G8:
@shelinbc6
@michaelmores1
@housecracka
@xxxlawsuitxxx
@orlandopolice

Top Mentioned in G9:
@youtube
@chicagobears
@jjwatt
@foodpornsx
@nfl
@_tjwatt
@weatherflow
@88pkane
@jhowardx24
@_twenty8_

Top Mentioned in G10:
@caroljsroth
@kaepernick7
@obamafoundation
@realdonaldtrump
@real_t_mac
@seia
@entrepreneur
@jemelehill
@abcpolitics
@repjoekennedy

Top Tweeters
Top Tweeters in Entire Graph:
@ronfeir
@sparvolltreffer
@telkomcare
@betabookings
@marcylauren
@taxtreats
@environmentguru
@sjb6991
@sleekmoneycom
@housecracka

Top Tweeters in G1:
@ronfeir
@sparvolltreffer
@betabookings
@environmentguru
@sleekmoneycom
@intercooleronli
@maria_da_hunt
@allstocknews
@igotbangers
@justigocom

Top Tweeters in G2:
@sjb6991
@tulipe_fragile
@davidjsmith1232
@jazdodgerutegal
@gothedistance49
@treyz_4_dayz34
@faaa666ot
@utahjazz
@bigez844
@meelah_t

Top Tweeters in G3:
@rene_gadecowboy
@canine_rights
@winegirl73
@spsot
@texasdenny
@aliashere
@rose4austin2018
@wanttruth
@montana0323
@lisafedup

Top Tweeters in G4:
@wltx
@wxbrad
@wyffnews4
@wis10
@ap
@abc
@jaketapper
@miamiherald
@cnn
@cbsnews

Top Tweeters in G5:
@hyattconcierge
@washingtonpost
@ladiavolina
@marriottrewards
@godaddy
@nprmonkeysee
@marriott
@jasonuk17
@fromgirltogirl
@ringham7

Top Tweeters in G6:
@aljabri101010
@bangah_kamal
@hzeeako6o22sv8i
@kafer_10
@1noghncqxohjkz9
@chand70383474
@a90586913
@soleman33444
@raja60806922
@muhammed1p

Top Tweeters in G7:
@marcylauren
@junestoyer
@vipmediaevent
@bend_time
@stickydarula
@alaskarebel
@casablancaric
@amazingsop1
@batman710
@brendag38323989

Top Tweeters in G8:
@housecracka
@mackette52
@solamiga
@ihatethemedia
@bently46
@bigshowfishin
@sunflowersoul71
@jhiattsteele
@wareaglenurse
@woozleweasels

Top Tweeters in G9:
@thehill
@shenaecurry
@nfl
@shiftparadigm
@darrenrovell
@sandeshnews
@sportscenter
@foodpornsx
@wrhzy
@zyag_hyatt

Top Tweeters in G10:
@taxtreats
@bannerite
@dailynation
@talkmma
@ft
@entrepreneur
@jemelehill
@abcpolitics
@gollum1419_g
@solecollector