MiamiandBeaches, Twitter, 3/16/2019 3:56:16 AM, 190556


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MiamiandBeaches_2019-03-15_20-40-39.xlsx
MiamiandBeaches_2019-03-15_20-40-39.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 16, 2019
Short Description:
MiamiandBeaches via NodeXL http://bit.ly/2THycoU
@miamiandbeaches
@evanbenn
@evelyn0818
@mbvca
@sarahpackiam
@jetsettersflyin
@bermuda
@cntraveller
@aoibhno
@bestwesternsobe

Top hashtags:
#foundinmiami
#miamitemptations
#miami
#miamibeach
#experiencemiamibeach

Description:
Description
The graph represents a network of 396 Twitter users whose tweets in the requested range contained "MiamiandBeaches", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 16 March 2019 at 03:40 UTC.

The requested start date was Saturday, 16 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 13-day, 19-hour, 56-minute period from Saturday, 02 March 2019 at 01:35 UTC to Friday, 15 March 2019 at 21:31 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 : 396
Unique Edges : 656
Edges With Duplicates : 337
Total Edges : 993
Number of Edge Types : 3
Mentions : 893
Tweet : 26
Replies to : 74
Self-Loops : 26
Reciprocated Vertex Pair Ratio : 0.0380952380952381
Reciprocated Edge Ratio : 0.073394495412844
Connected Components : 14
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 324
Maximum Edges in a Connected Component : 917
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.945741
Graph Density : 0.0048778928525764
Modularity : 0.547185
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[11] https://www.cntraveller.com/gallery/our-editors-favourite-places-to-travel-solo?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1551965503
[7] https://www.airbnb.com/rooms/195863?af=15588&c=cs&i=jrmxqibv
[6] https://www.etsy.com/listing/608021736/rosary-style-necklace-gemstone-necklace?utm_source=Twitter&utm_medium=PageTools&utm_campaign=Share&utm_term=so.lp.d2.v1&share_time=1529343846000
[5] https://southbea.ch/c3o5
[5] https://myemail.constantcontact.com/BREAKING-NEWS--CHAT-Partners-with-Jazz-in-the-Gardens-to-Offer-Pre-Show-Cultural-Heritage-Tours.html?soid=1114136199330&aid=WhmZsN5lKrA
[4] https://www.miamiandbeaches.com/things-to-do/parks-recreation
[3] https://www.despejandodudas.co/index.php/998-las-10-curiosidades-que-dejo-miami-en-la-anato#.XISQt1QZYv4.twitter
[3] https://www.miamiandbeaches.com/events/miami-s-hottest-events-in-march
[2] https://www.miamiandbeaches.com/offers/temptations/miami-health-wellness-months
[2] https://www.citi.io/2018/07/13/the-top-10-best-cities-for-stem-workers/

Top URLs in Tweet in G1:
[3] https://www.despejandodudas.co/index.php/998-las-10-curiosidades-que-dejo-miami-en-la-anato#.XISQt1QZYv4.twitter
[2] https://twitter.com/miamiandbeaches/status/1101592124741451776
[1] https://twitter.com/i/web/status/1106669291145961472
[1] http://mixnewscolombia.blogspot.com/2019/03/porque-miami-sigue-siendo-un-destino.html#more
[1] http://mixnewscolombia.blogspot.com/2019/03/miami-es-un-ejemplo-para-el-turismo.html#more
[1] http://mixnewscolombia.blogspot.com/2019/03/las-diezcuriosidades-que-dejo-miami-en.html#more
[1] https://twitter.com/i/web/status/1095097457208426496
[1] https://www.miamiandbeaches.com/events/miami-s-hottest-events-in-march
[1] https://www.miamiandbeaches.com/destination-miami/press/strategic-plan-process
[1] https://twitter.com/i/web/status/1106303097096278018

Top URLs in Tweet in G2:
[2] https://www.travelpulse.com/news/lgbtq/miami-beach-an-lgbtq-paradise.html
[2] https://www.citi.io/2018/07/13/the-top-10-best-cities-for-stem-workers/
[2] https://www.youtube.com/watch?v=o7OU7HvpTEI

[1] https://www.travelpulse.com/news/destinations/miami-focuses-on-health-and-wellness.html
[1] https://twitter.com/i/web/status/1020373139081969664
[1] https://www.miamiandbeaches.com/things-to-do/parks-recreation
[1] https://twitter.com/i/web/status/1104824849376133123
[1] http://www.ianthearchitect.org/a-new-lease-of-life-with-contemporary-art-at-the-bass-museum-in-miami/
[1] http://www.ianthearchitect.org/saving-art-deco-in-miami-beach-florida/

Top URLs in Tweet in G3:
[2] https://www.miamiandbeaches.lat/eventos/detalles/food-network--cooking-channel-south-beach-wine--food-festival/8a00c27d-0e30-4dd9-90b1-8a366d34fbf0?_ga=2.1159475.347308938.1547494434-1233995119.1527090429&utm_source=twitter&utm_medium=organic_social&utm_campaign=SOBE_WFF&utm_content=CY-JeffreyGroup:CT-LATAM:CA-SOB:ME-OL:SO-TW:PT-EV:ND-MB:TA-OT:UT-PH:AS-OT:DT-43514:ID-1000867
[1] https://www.miamiandbeaches.lat/ofrece/temptations?_ga=2.55702699.1895353716.1544808837-1233995119.1527090429&utm_source=facebook/instagram&utm_medium=organic_social&utm_campaign=Miami_temptations&utm_content=CY-JeffreyGroup:CT-LATAM:CA-Mia:ME-OL:SO-FI:PT-MC:ND-LH:TA-MC:UT-PH:AS-OT:DT-43472:ID-1000795

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1105572086729371652
[1] https://twitter.com/i/web/status/1105574224222134280
[1] https://www.philly.com/philly/food/top-chef-philadelphia-hosting-the-show-means-cities-pick-up-part-of-the-tab-20180305.html
[1] https://twitter.com/i/web/status/1105578929266528256

Top URLs in Tweet in G5:
[5] https://southbea.ch/c3o5
[2] https://twitter.com/weatherchannel/status/1104358169915084800
[1] https://www.miamibeachpages.com/washington-park-hotel
[1] https://www.miamiandbeaches.com/things-to-do/parks-recreation
[1] https://www.youtube.com/watch?v=mD0R4jdmZRY&feature=youtu.be

[1] https://twitter.com/i/web/status/1101820179699417088

Top URLs in Tweet in G6:
[11] https://www.cntraveller.com/gallery/our-editors-favourite-places-to-travel-solo?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1551965503
[1] http://www.gotobermuda.com/

Top URLs in Tweet in G7:
[6] https://www.etsy.com/listing/608021736/rosary-style-necklace-gemstone-necklace?utm_source=Twitter&utm_medium=PageTools&utm_campaign=Share&utm_term=so.lp.d2.v1&share_time=1529343846000
[2] https://www.etsy.com/listing/608911468/bohemian-triple-strand-leather?utm_source=Twitter&utm_medium=PageTools&utm_campaign=Share&utm_term=so.lp.d2.v1&share_time=1529684895000
[1] https://twitter.com/i/web/status/1012447735180603393
[1] https://twitter.com/i/web/status/1104879722624884742

Top URLs in Tweet in G8:
[2] https://www.miamitodaynews.com/2019/03/05/new-york-city-business-recruiting-trip-for-miami-strikes-gold/

Top URLs in Tweet in G9:
[5] https://myemail.constantcontact.com/BREAKING-NEWS--CHAT-Partners-with-Jazz-in-the-Gardens-to-Offer-Pre-Show-Cultural-Heritage-Tours.html?soid=1114136199330&aid=WhmZsN5lKrA

Top Domains
Top Domains in Tweet in Entire Graph:
[24] twitter.com
[17] miamiandbeaches.com
[11] cntraveller.com
[8] etsy.com
[7] travelpulse.com
[7] airbnb.com
[5] southbea.ch
[5] constantcontact.com
[4] blogspot.com
[4] youtube.com

Top Domains in Tweet in G1:
[10] twitter.com
[6] miamiandbeaches.com
[4] blogspot.com
[4] despejandodudas.co
[2] com.co
[1] stephentravels.com
[1] youtube.com
[1] variety.com
[1] huffingtonpost.com
[1] bisnow.com

Top Domains in Tweet in G2:
[3] travelpulse.com
[2] citi.io
[2] twitter.com
[2] youtube.com
[2] ianthearchitect.org
[1] miamiandbeaches.com

Top Domains in Tweet in G3:
[3] miamiandbeaches.lat

Top Domains in Tweet in G4:
[3] twitter.com
[1] philly.com

Top Domains in Tweet in G5:
[5] southbea.ch
[3] twitter.com
[1] miamibeachpages.com
[1] miamiandbeaches.com
[1] youtube.com

Top Domains in Tweet in G6:
[11] cntraveller.com
[1] gotobermuda.com

Top Domains in Tweet in G7:
[8] etsy.com
[2] twitter.com

Top Domains in Tweet in G8:
[2] miamitodaynews.com

Top Domains in Tweet in G9:
[5] constantcontact.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[62] foundinmiami
[45] miamitemptations
[29] miami
[14] miamibeach
[10] experiencemiamibeach
[10] internationalwomensday
[10] womensday
[10] 305day
[8] vacation
[7] travel



Top Hashtags in Tweet in G1:
[11] foundinmiami
[10] internationalwomensday
[10] womensday
[9] miami
[5] 305day
[3] blackhistorymonth
[3] poweroftravel
[2] sbliv
[2] travel
[2] arcades

Top Hashtags in Tweet in G2:
[8] experiencemiamibeach
[3] 305day
[3] miamibeacheats
[3] miamibeachnightlife
[3] miamibeachhotel
[3] miami
[2] party
[2] fridayfeeling
[2] jobs
[2] workers

Top Hashtags in Tweet in G3:
[45] miamitemptations
[45] foundinmiami
[1] sobewff
[1] felizlunes

Top Hashtags in Tweet in G4:
[3] lovefl
[3] miami
[2] fltravelchat
[1] 305day

Top Hashtags in Tweet in G5:
[6] foundinmiami
[5] hq
[5] hotel
[5] future
[5] sundaysunrise
[4] miamibeach
[2] experiencemiamibeach
[2] sunrise
[2] coconutgrove
[1] whereplayhappens

Top Hashtags in Tweet in G6:
[1] gotobermuda
[1] ireland
[1] solotravel

Top Hashtags in Tweet in G7:
[2] summer
[2] soho
[1] freakshome
[1] teamzilber
[1] liveitmiami
[1] sbliv

Top Hashtags in Tweet in G8:
[1] nocarlife

Top Hashtags in Tweet in G9:
[5] heritage
[5] tour
[5] foodtasting
[5] music
[3] jitg
[2] culture
[2] history
[2] jitg2019
[1] armandcorporation
[1] cultural

Top Hashtags in Tweet in G10:
[3] internationalwomensday2019

Top Words
Top Words in Tweet in Entire Graph:
[197] Words in Sentiment List#1: Positive
[33] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[6243] Non-categorized Words
[6473] Total Words
[233] miami
[221] miamiandbeaches
[70] beach
[64] michelin
[61] foundinmiami

Top Words in Tweet in G1:
[71] miamiandbeaches
[69] miami
[32] beach
[21] know
[18] over
[18] 15
[18] refillable
[18] water
[18] stations
[18] throughout

Top Words in Tweet in G2:
[35] miamiandbeaches
[16] miami
[13] miamibeachnews
[12] cityofmiami
[8] experiencemiamibeach
[6] wooshwater
[6] beach
[6] mbvca
[5] water
[5] focuses

Top Words in Tweet in G3:
[45] viajaamiami
[45] durante
[45] miami
[45] arts
[45] heritage
[45] month
[45] vive
[45] cultura
[45] cada
[45] rincón

Top Words in Tweet in G4:
[64] michelin
[45] miami
[42] t
[40] doesn
[33] evanbenn
[32] miamiandbeaches
[31] visitflorida
[22] restaurants
[21] ask
[20] people

Top Words in Tweet in G5:
[35] miamiandbeaches
[12] americanair
[10] miami
[9] josesotolongo1
[8] themiamiguide
[7] wphsouthbeach
[7] enough
[7] iflymia
[6] leo_sances
[6] hotel

Top Words in Tweet in G6:
[13] nycgo
[13] edinburgh
[13] balitoursmboard
[12] cntraveller
[12] solo
[12] bermuda
[11] travel
[11] destinations
[11] we've
[11] tried

Top Words in Tweet in G7:
[7] us_bohemian
[6] etsy
[6] divine_hippie
[6] trendboho
[6] itsbohostyle
[6] summer
[5] evelyn0818
[5] miamiandbeaches
[4] blue
[4] chalcendony

Top Words in Tweet in G8:
[6] downtownmia
[6] miamiandbeaches
[4] beaconcouncil
[3] 50
[3] already
[3] seeing
[3] impact
[3] danetlinares'
[3] trip
[3] nyc

Top Words in Tweet in G9:
[11] heritage
[8] tour
[6] miamiandbeaches
[6] jazz
[6] gardens
[6] chat
[6] pre
[6] show
[5] book
[5] jazzgardens

Top Words in Tweet in G10:
[3] friday
[3] night
[3] march
[3] 8
[3] internationalwomensday2019
[3] fiesta
[3] faenamiami
[3] join
[3] release
[3] party

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[45] miami,beach
[45] durante,miami
[45] miami,arts
[45] arts,heritage
[45] heritage,month
[45] month,vive
[45] vive,cultura
[45] cultura,cada
[45] cada,rincón
[45] rincón,little

Top Word Pairs in Tweet in G1:
[22] miami,beach
[18] know,over
[18] over,15
[18] 15,refillable
[18] refillable,water
[18] water,stations
[18] stations,throughout
[18] throughout,miami
[18] beach,whether
[18] whether,visitor

Top Word Pairs in Tweet in G2:
[7] cityofmiami,miamiandbeaches
[6] miamiandbeaches,miamibeachnews
[5] miamiandbeaches,wooshwater
[5] wooshwater,miamibeachnews
[5] miami,beach
[5] miami,focuses
[5] focuses,health
[5] health,wellness
[5] wellness,experiencemiamibeach
[5] experiencemiamibeach,miamiandbeaches

Top Word Pairs in Tweet in G3:
[45] durante,miami
[45] miami,arts
[45] arts,heritage
[45] heritage,month
[45] month,vive
[45] vive,cultura
[45] cultura,cada
[45] cada,rincón
[45] rincón,little
[45] little,haiti

Top Word Pairs in Tweet in G4:
[40] doesn,t
[30] visitflorida,miamiandbeaches
[20] people,frequently
[20] frequently,ask
[20] ask,doesn
[20] t,miami
[20] miami,michelin
[20] michelin,starred
[20] starred,restaurants
[20] restaurants,michelin

Top Word Pairs in Tweet in G5:
[7] americanair,iflymia
[7] iflymia,miamiandbeaches
[6] themiamiguide,miamibeachpages
[6] miamibeachpages,miamiandbeaches
[5] leo_sances,themiamiguide
[5] miamiandbeaches,wphsouthbeach
[5] share,enough
[5] enough,themiamibeachcc
[5] themiamibeachcc,hq
[5] hq,hotel

Top Word Pairs in Tweet in G6:
[13] nycgo,edinburgh
[13] edinburgh,balitoursmboard
[12] balitoursmboard,bermuda
[11] solo,travel
[11] travel,destinations
[11] destinations,we've
[11] we've,tried
[11] tried,tested
[11] tested,nycgo
[10] cntraveller,solo

Top Word Pairs in Tweet in G7:
[6] etsy,divine_hippie
[6] divine_hippie,trendboho
[6] trendboho,itsbohostyle
[6] itsbohostyle,us_bohemian
[6] us_bohemian,summer
[4] blue,chalcendony
[4] chalcendony,quartz
[4] quartz,etsy
[3] evelyn0818,blue
[3] summer,s

Top Word Pairs in Tweet in G8:
[3] already,seeing
[3] seeing,impact
[3] impact,danetlinares'
[3] danetlinares',trip
[3] trip,nyc
[3] nyc,w
[3] w,downtownmia
[3] downtownmia,beaconcouncil
[3] beaconcouncil,miamiandbeaches
[2] taddschwartz,gobrightline

Top Word Pairs in Tweet in G9:
[8] heritage,tour
[6] jazz,gardens
[6] pre,show
[6] show,heritage
[5] gardens,chat
[5] chat,pre
[5] tour,foodtasting
[5] foodtasting,music
[3] still,time
[3] time,book

Top Word Pairs in Tweet in G10:
[3] friday,night
[3] night,march
[3] march,8
[3] 8,internationalwomensday2019
[3] internationalwomensday2019,fiesta
[3] fiesta,faenamiami
[3] faenamiami,join
[3] join,release
[3] release,party
[3] party,s

Top Replied-To
Top Replied-To in Entire Graph:
@evanbenn
@miamiandbeaches
@erodriguez782
@visitflorida
@leo_sances
@josesotolongo1
@slissmia
@phillygrub
@melissaware7
@cityofmiami

Top Replied-To in G1:
@miamiandbeaches
@forkmespoonme
@hhlifestyletrav

Top Replied-To in G2:
@miamiandbeaches
@cityofmiami
@miamibeachnews
@lalagoeslive1
@visitflorida
@sshh_imreading
@jeremyxwagner
@jockelaine

Top Replied-To in G4:
@evanbenn
@erodriguez782
@phillygrub
@slissmia
@vanessamlane
@visitflorida
@commisshill
@sallydavis03
@gabrielmoralesb

Top Replied-To in G5:
@leo_sances
@josesotolongo1
@melissaware7
@jmdenouden
@andrewmhickey
@visitflorida
@wphsouthbeach
@thewhetpalette

Top Replied-To in G6:
@cntraveller

Top Replied-To in G8:
@taddschwartz
@beaconcouncil

Top Mentioned
Top Mentioned in Entire Graph:
@miamiandbeaches
@viajaamiami
@michelin
@visitflorida
@evanbenn
@cityofmiami
@miamibeachnews
@nycgo
@edinburgh
@balitoursmboard

Top Mentioned in G1:
@miamiandbeaches
@jetsettersflyin
@ustravel
@donnashalala
@anatonacional
@aventuramall
@newtropic
@billtalbert
@cgartsfestival

Top Mentioned in G2:
@miamiandbeaches
@miamibeachnews
@cityofmiami
@mbvca
@wooshwater
@onespanolaway
@loews_hotels
@standardmiami
@theconf
@miamidadeparks

Top Mentioned in G3:
@viajaamiami
@sobewff

Top Mentioned in G4:
@michelin
@miamiandbeaches
@visitflorida
@evanbenn
@visitphilly
@phillygrub
@aesteele
@petstolove
@hooleil
@miamibeachnews

Top Mentioned in G5:
@miamiandbeaches
@americanair
@themiamiguide
@iflymia
@josesotolongo1
@miamibeachpages
@wphsouthbeach
@themiamibeachcc
@youtube
@deeringestate

Top Mentioned in G6:
@nycgo
@edinburgh
@balitoursmboard
@bermuda
@cntraveller
@usvitourism
@visitarg_en
@miamiandbeaches
@parisjetaime
@italia

Top Mentioned in G7:
@us_bohemian
@etsy
@divine_hippie
@trendboho
@itsbohostyle
@evelyn0818
@miamiandbeaches
@sohohouse
@voguemagazine
@miaminewtimes

Top Mentioned in G8:
@downtownmia
@miamiandbeaches
@danetlinares
@beaconcouncil
@gobrightline
@richardbranson
@nytimes
@gflalliance
@cityofmiami
@billtalbert

Top Mentioned in G9:
@miamiandbeaches
@jazzgardens
@chatsouthfl
@ogilbert
@att
@floridalottery
@korbel1882
@aarp

Top Mentioned in G10:
@faenamiami
@sarahpackiam
@miamiandbeaches
@bencrandell
@nprmusic
@sesaclatina
@themiamiguide
@spotifyireland
@spotifyindia

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@united
@delta
@aeroforceso
@huffpost
@hugofeijo
@wcvb
@nytimes
@jamesjava
@raprig

Top Tweeters in G1:
@huffpost
@hugofeijo
@nfl
@glassofbubbly
@antoniodivine
@winewankers
@jetsettersflyin
@andres43978602
@migs305
@sadia_talks

Top Tweeters in G2:
@miamiherald
@evotekmarine
@travelleisure
@loews_hotels
@marlins
@miamichris1
@miamiheat
@miamibeachnews
@visitgreecegr
@chrissandria1

Top Tweeters in G3:
@aeroforceso
@raprig
@henrymp_
@jag12744
@abuelita4f
@leyby69
@patriaquerida28
@revolucion_mic
@jeannettevill15
@mherlyss

Top Tweeters in G4:
@elektrotal
@toniac18
@stormlandbrand
@eatingbeagles
@gregorioeats
@mtlawmiami
@jonnytorres
@visitphilly
@phillygrub
@visitflorida

Top Tweeters in G5:
@americanair
@united
@delta
@andrewmhickey
@miamibeachpages
@jmdenouden
@iflymia
@youtube
@theouterbanks
@themiamiguide

Top Tweeters in G6:
@cntraveller
@visitneworleans
@edinburgh
@levaly2
@anshika_75
@parisjetaime
@nycgo
@tourismireland
@italia
@failte_ireland

Top Tweeters in G7:
@ellemagazine
@marieclaire
@voguemagazine
@miaminewtimes
@etsy
@miamicommre
@trendboho
@evelyn0818
@sohohouse
@leigh_zilber

Top Tweeters in G8:
@nytimes
@socialheadliner
@richardbranson
@taddschwartz
@the1trooking
@matthaggman
@downtownmia
@brianbrackeen
@miamitodaynews
@gflalliance

Top Tweeters in G9:
@att
@aarp
@visitlauderdale
@floridalottery
@jazzgardens
@korbel1882
@cityofmiagarden
@chatsouthfl
@ogilbert
@chatsummit

Top Tweeters in G10:
@nprmusic
@sesaclatina
@tgaudin
@bencrandell
@faenamiami
@sarahpackiam
@mit_c_hell_
@spotifyireland
@spotifyindia