#cruisechat, Twitter, 7/17/2019 3:49:14 PM, 203413


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#cruisechat_2019-07-16_23-42-28.xlsx
#cruisechat_2019-07-16_23-42-28.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 17, 2019
Short Description:
#cruisechat via NodeXL http://bit.ly/2O1kyur
@cruiselinetalk
@vikingcruises
@lesleybellew
@cruisenorwegian
@cruisinteacher
@squidgemundo
@howtocruise
@cruiselineuk
@cruisingwithwhe
@royalcaribbean

Top hashtags:
#cruisechat
#cruise
#cruiselife
#cruising
#msc
#rccl

Description:
Description
The graph represents a network of 150 Twitter users whose tweets in the requested range contained "#cruisechat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 17 July 2019 at 06:42 UTC.

The requested start date was Tuesday, 16 July 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 75-day, 14-hour, 58-minute period from Wednesday, 01 May 2019 at 07:02 UTC to Monday, 15 July 2019 at 22:01 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 : 150
Unique Edges : 143
Edges With Duplicates : 499
Total Edges : 642
Number of Edge Types : 3
Mentions : 304
Tweet : 337
Replies to : 1
Self-Loops : 337
Reciprocated Vertex Pair Ratio : 0.0308641975308642
Reciprocated Edge Ratio : 0.0598802395209581
Connected Components : 25
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 91
Maximum Edges in a Connected Component : 426
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.172471
Graph Density : 0.00747203579418344
Modularity : 0.25332
NodeXL Version : 1.0.1.416

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[30] https://www.ebay.com/str/menscave7/Designer-Swim-Suits/_i.html?_storecat=5417078016
[29] https://www.ebay.com/str/menscave7
[13] https://www.ebay.com/itm/NEW-Nike-Mens-Board-Shorts-Swim-Trunks-Surf-Shorts-S-M-L-XL-2XL/122394236055?hash=item1c7f43d497:m:mDpJMynuPhjGN6qvGrjCgSQ
[11] https://www.seagnature.com/14-alaska?utm_source=ifttt&utm_medium=tweet&utm_campaign=croisieredeluxe
[9] https://cruiseline.com/advice/cruising-101/beyond-the-basics/do-cruise-ship-refurbishments-help
[9] https://rover.ebay.com/rover/1/711-127632-2357-0/16?itm=123756296814&user_name=menscave7&spid=6115&mpre=https%3A%2F%2Fwww.ebay.com%2Fitm%2F123756296814&swd=3&mplxParams=user_name%2Citm%2Cswd%2Cmpre%2C&sojTags=du%3Dmpre%2Citm%3Ditm%2Cuser_name%3Duser_name%2Csuri%3Dsuri%2Cspid%3Dspid%2Cswd%3Dswd%2C
[9] http://www.twitterliveevents.com/
[8] https://cruiseline.com/advice/quizzes/fun-stuff/weirdest-cruise-reviews-2019-part-1
[7] https://rover.ebay.com/rover/1/711-127632-2357-0/16?itm=122506713777&user_name=menscave7&spid=6115&mpre=https%3A%2F%2Fwww.ebay.com%2Fitm%2F122506713777&swd=3&mplxParams=user_name%2Citm%2Cswd%2Cmpre%2C&sojTags=du%3Dmpre%2Citm%3Ditm%2Cuser_name%3Duser_name%2Csuri%3Dsuri%2Cspid%3Dspid%2Cswd%3Dswd%2C
[6] https://cruiseline.com/advice/what-s-hot/news/five-injured-msc-ship-crashes-river-ship-dock-venice

Top URLs in Tweet in G1:
[9] https://cruiseline.com/advice/cruising-101/beyond-the-basics/do-cruise-ship-refurbishments-help
[8] https://cruiseline.com/advice/quizzes/fun-stuff/weirdest-cruise-reviews-2019-part-1
[6] https://cruiseline.com/advice/what-s-hot/news/five-injured-msc-ship-crashes-river-ship-dock-venice
[6] https://cruiseline.com/advice/what-s-hot/news/norwegian-quietly-removes-free-open-bar
[6] https://cruiseline.com/advice/what-s-hot/news/ship-mate-launching-detailed-cruise-review
[4] https://cruiseline.com/advice/cruising-101/beyond-the-basics/-crazy-cruise-ideas-that-actually-turned-out-pretty-well
[4] https://cruiseline.com/advice/cruising-101/types-of-cruises/theme-cruises-that-need-to-be-a-thing
[4] https://cruiseline.com/advice/cruising-101/beyond-the-basics/secret-cabin-bidding-process-cruisers-don-t-know-about
[4] https://cruiseline.com/advice/what-s-hot/news/msc-cruises-reveals-more-details-on-new-private-island
[4] https://cruiseline.com/advice/cruising-101/firsttime-cruiser/are-cruise-ships-crowded

Top URLs in Tweet in G2:
[1] https://twitter.com/captwesdunlop/status/1127181959741022209

Top URLs in Tweet in G3:
[2] https://twitter.com/touramericatv/status/1148602011442716673
[2] http://squidgymoments.ie/nassau-bahamas-one-day-guide
[2] https://www.touramerica.ie/inspire-me/get-cruising/msc-seaside-caribbean-cruise
[2] https://www.touramerica.ie/inspire-me/get-cruising/msc-yacht-club-for-honeymoons
[1] https://twitter.com/touramericatv/status/1130494908236730368
[1] https://twitter.com/cruiseholidayie/status/1128977109634965505
[1] https://www.touramerica.ie/inspire-me/get-cruising-seattle-alaska-cruise-holidays
[1] http://www.foreverbarcelona.com/2013/05/18/smooth-sailing-what-cruises-stop-over-in-barcelona/
[1] http://www.foreverbarcelona.com/2013/04/27/must-read-if-you-are-coming-on-a-cruise/

Top URLs in Tweet in G4:
[5] https://howtocruise.co.uk/am-i-too-young-for-cruise/
[5] https://howtocruise.co.uk/cruise-cashback-quidco-topcashback/
[3] https://www.worldofcruising.co.uk/fire-and-ice-top-five-reasons-to-visit-iceland/
[2] https://www.worldofcruising.co.uk/lisa-snowdon-cruise-essentials/
[2] https://www.worldofcruising.co.uk/emma-le-teace-guide-to-cruising-for-millennials/
[1] https://www.worldofcruising.co.uk/8-of-the-best-river-cruises-in-europe/
[1] https://www.worldofcruising.co.uk/croatia-cruise-the-perfect-small-ship-cruise-holiday/
[1] https://www.worldofcruising.co.uk/new-zealand-guide-to-bay-of-islands/
[1] https://www.worldofcruising.co.uk/in-focus-ncl-ultimate-family-cruises/
[1] https://www.worldofcruising.co.uk/cruise-ship-review-avalon-envision/

Top URLs in Tweet in G5:
[11] https://www.seagnature.com/14-alaska?utm_source=ifttt&utm_medium=tweet&utm_campaign=croisieredeluxe
[9] http://www.twitterliveevents.com/
[4] https://itunes.apple.com/us/album/day-o-the-bananna-boat-song/id412719920?i=412719935
[2] https://evotravelagent.com/marks
[2] https://itunes.apple.com/us/album/girl-i-want-to-make-you-sweat/id515317094?i=515317106
[2] https://itunes.apple.com/us/album/dont-worry-be-happy/id412719920?i=412719945
[2] https://itunes.apple.com/us/album/girl-youre-my-angel-morning/id412719920?i=412719931
[2] https://itunes.apple.com/us/album/brazil-aquarela-do-brasil/id412719920?i=412719926
[2] https://itunes.apple.com/us/album/shake-shake-shake-senora-jump/id412719920?i=412719934
[2] https://itunes.apple.com/us/album/killing-me-softly-smooth-reggae/id515317094?i=515317155

Top URLs in Tweet in G6:
[5] https://www.globeguide.ca/one-ocean-expeditions-central-america/

Top URLs in Tweet in G7:
[1] http://bit.ly/2LjxDgq
[1] https://www.cruiseline.co.uk/blog/worlds-greenest-cruise-ship/

Top URLs in Tweet in G8:
[1] https://www.youtube.com/watch?v=lRN0CHSmbpE&feature=youtu.be

[1] https://www.youtube.com/watch?v=NyMfqHKlCwo&feature=youtu.be

[1] https://www.youtube.com/watch?v=BQzEmh36CLU&feature=youtu.be

[1] https://www.youtube.com/watch?v=7KvvkfzzfRk&feature=youtu.be

[1] https://www.youtube.com/watch?v=OCEPyVSpGsY&feature=youtu.be

[1] https://www.youtube.com/watch?v=UQ8adtPlBzw&feature=youtu.be

[1] https://www.youtube.com/watch?v=Pbm2hNKf_h4&feature=youtu.be

[1] https://www.youtube.com/watch?v=jWQ_JgCOZxc&feature=youtu.be

[1] https://news.paxeditions.com/news/cruise/anchors-aweigh-virgin-voyages-talks-captains-cuba-and-travel-agents
[1] https://news.paxeditions.com/news/cruise/9-new-ships-coming-2019

Top URLs in Tweet in G9:
[2] https://thetravelexpert.ie/cruise-news-reviews-deals/
[1] https://twitter.com/cruiseroomeire/status/1136006255393353728
[1] https://thetravelexpert.ie/cruise-news-reviews-and-the-best-cruise-deals/queen-mary-2-cruise-deal-incl-flights-new-york-stay-and-transfers/

Top URLs in Tweet in G10:
[2] https://travelshopgirl.com/exploring-spain/?platform=hootsuite
[1] https://travelshopgirl.com/things-to-see-and-do-in-gibraltar-in-one-day/?platform=hootsuite
[1] http://travelshopgirl.stfi.re/christopher-columbus-common-cadiz-spain/?sf=wzoboek
[1] https://travelshopgirl.com/will-i-get-seasick-on-a-cruise/?platform=hootsuite
[1] https://travelshopgirl.com/royal-promenade-on-the-oasis-of-the-seas-post-dry-dock/
[1] https://travelshopgirl.com/venice-cruise-ship-port/
[1] http://travelshopgirl.stfi.re/making-new-friends-before-you-cruise-roll-calls/?sf=bwkwoad
[1] https://travelshopgirl.com/american-tried-a-british-cruise-line/
[1] https://travelshopgirl.com/fred-olsen-cruise-lines-balmoral/?platform=hootsuite
[1] https://travelshopgirl.com/fred-olsen-balmoral-food/?platform=hootsuite

Top Domains
Top Domains in Tweet in Entire Graph:
[135] co.uk
[98] cruiseline.com
[92] ebay.com
[18] apple.com
[11] seagnature.com
[9] travelshopgirl.com
[9] twitter.com
[9] twitterliveevents.com
[9] youtube.com
[5] globeguide.ca

Top Domains in Tweet in G1:
[98] cruiseline.com
[22] co.uk
[2] facebook.com
[1] avvo.com

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

Top Domains in Tweet in G3:
[5] touramerica.ie
[4] twitter.com
[2] squidgymoments.ie
[2] foreverbarcelona.com

Top Domains in Tweet in G4:
[111] co.uk

Top Domains in Tweet in G5:
[18] apple.com
[11] seagnature.com
[9] twitterliveevents.com
[2] evotravelagent.com
[1] twitter.com
[1] airportparkingreservations.com
[1] ebay.com

Top Domains in Tweet in G6:
[5] globeguide.ca

Top Domains in Tweet in G7:
[1] bit.ly
[1] co.uk

Top Domains in Tweet in G8:
[8] youtube.com
[2] paxeditions.com

Top Domains in Tweet in G9:
[3] thetravelexpert.ie
[1] twitter.com

Top Domains in Tweet in G10:
[9] travelshopgirl.com
[2] stfi.re

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[490] cruisechat
[385] cruise
[215] cruiselife
[159] cruising
[75] msc
[63] rccl
[62] ccl
[59] travel
[46] cruises
[46] cruiseship



Top Hashtags in Tweet in G1:
[158] cruise
[138] cruisechat
[45] cruising
[43] cruiselife
[24] travel
[21] travelnews
[11] travelskills
[9] alaska
[9] traveltips
[5] travelfun

Top Hashtags in Tweet in G2:
[18] cruisechat
[9] cruise
[5] spiritofdiscovery
[5] portofdover
[4] bgtw
[3] art
[3] cool
[3] arty
[3] calm
[3] theartofviking

Top Hashtags in Tweet in G3:
[28] cruisechat
[16] cruise
[10] msccruises
[8] mscseaside
[7] bahamas
[6] honeymoon
[6] yachtclub
[6] luxurytravel
[6] ttot
[6] travel

Top Hashtags in Tweet in G4:
[120] cruise
[116] cruisechat
[109] cruising
[108] cruiselife
[2] firstcruise
[1] cruisenewbie
[1] p
[1] hurtigruten
[1] caribbean

Top Hashtags in Tweet in G5:
[45] cruisechat
[18] springbreak
[18] summer
[11] beach
[11] croisière
[11] alaska
[11] luxe
[11] voyage
[11] canada
[11] vacances

Top Hashtags in Tweet in G6:
[6] travel
[5] cruise
[5] cozumel
[5] mexico
[4] cruisechat
[1] ggtravels

Top Hashtags in Tweet in G7:
[3] blog
[3] cruise
[3] cruisechat
[2] cruiseship

Top Hashtags in Tweet in G8:
[14] cruisechat
[10] youtube
[8] cruise
[6] tsaco
[4] livestream
[4] top10
[3] travel
[1] nclencore
[1] scarletlady
[1] cruiselikeanorwegian

Top Hashtags in Tweet in G9:
[7] cruise
[4] cruisechat
[1] traveltips
[1] newyear
[1] newyork

Top Hashtags in Tweet in G10:
[11] cruise
[11] cruisechat
[10] travel
[4] ttot
[3] spain
[1] gibraltar
[1] cádiz
[1] cruising
[1] italy
[1] venice

Top Words
Top Words in Tweet in Entire Graph:
[397] Words in Sentiment List#1: Positive
[98] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[9820] Non-categorized Words
[10315] Total Words
[490] #cruisechat
[386] #cruise
[215] #cruiselife
[159] #cruising
[121] cruise

Top Words in Tweet in G1:
[158] #cruise
[138] #cruisechat
[45] howtocruise
[45] #cruising
[43] #cruiselife
[40] ship
[35] cruiselinetalk
[28] cruise
[26] #travel
[26] news

Top Words in Tweet in G2:
[18] #cruisechat
[9] lesleybellew
[9] sagaholidaysuk
[9] #cruise
[6] the_rhs
[6] saga
[5] vikingcruises
[5] much
[5] #spiritofdiscovery
[5] beauty

Top Words in Tweet in G3:
[28] #cruisechat
[16] #cruise
[15] cruise
[10] cruiseholidayie
[10] #msccruises
[8] one
[8] here
[8] touramericatv
[8] #mscseaside
[7] favorite

Top Words in Tweet in G4:
[120] #cruise
[116] #cruisechat
[109] #cruising
[108] #cruiselife
[61] cruise
[27] cruises
[20] howtocruise
[20] s
[11] guide
[10] best

Top Words in Tweet in G5:
[45] #cruisechat
[18] #springbreak
[18] #summer
[16] steel
[11] #beach
[11] #croisière
[11] haut
[11] gamme
[11] #alaska
[11] chez

Top Words in Tweet in G6:
[9] caribbean
[7] globe_guide
[7] s
[6] #travel
[5] #cruise
[5] blown
[5] away
[5] beautiful
[5] colourful
[5] island

Top Words in Tweet in G7:
[3] #blog
[3] #cruise
[3] #cruisechat
[3] week
[2] new
[2] discovery
[2] venesstravelme1
[2] #cruiseship
[2] rolls
[2] royce

Top Words in Tweet in G8:
[14] #cruisechat
[10] today
[10] #youtube
[8] #cruise
[7] out
[6] check
[6] #tsaco
[5] new
[4] #livestream
[4] #top10

Top Words in Tweet in G9:
[8] #cruise
[6] reviews
[6] 10
[6] different
[6] ships
[6] website
[5] next
[4] #cruisechat
[4] know
[4] check

Top Words in Tweet in G10:
[11] #cruise
[11] #cruisechat
[10] #travel
[5] archives
[4] fredolsencruise
[4] #ttot
[3] #spain
[3] cruise
[2] exploring
[2] marbella

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[169] #cruisechat,#cruiselife
[153] #cruise,#cruising
[153] #cruising,#cruisechat
[109] check,out
[85] menscave7,check
[49] #cruise,#cruisechat
[42] #cruiselife,#cruises
[40] #cruisechat,#cruise
[32] #cruisechat,#travel
[32] #rccl,#ncl

Top Word Pairs in Tweet in G1:
[45] #cruise,#cruising
[45] #cruising,#cruisechat
[43] #cruisechat,#cruiselife
[23] #cruise,ship
[21] #cruise,#cruisechat
[20] #cruisechat,#travel
[17] #cruisechat,#travelnews
[8] #cruisechat,#travelskills
[8] cruiselinetalk,news
[7] #cruisechat,#traveltips

Top Word Pairs in Tweet in G2:
[5] #cruise,#cruisechat
[5] beauty,robin
[5] robin,shaw
[5] shaw,ceo
[5] ceo,saga
[5] saga,travel
[5] travel,excited
[5] excited,#cruisechat
[5] #cruisechat,sagaholidaysuk
[5] sagaholidaysuk,#portofdover

Top Word Pairs in Tweet in G3:
[7] 5,reasons
[6] planning,#honeymoon
[6] #honeymoon,here
[6] here,5
[6] reasons,sail
[6] sail,#yachtclub
[6] #yachtclub,#msccruises
[6] #msccruises,#luxurytravel
[6] #luxurytravel,#cruisechat
[6] check,out

Top Word Pairs in Tweet in G4:
[108] #cruise,#cruising
[108] #cruising,#cruisechat
[108] #cruisechat,#cruiselife
[11] cruise,#cruise
[8] cruises,#cruise
[6] #cruise,#cruisechat
[6] cruise,ship
[5] know,anyone
[5] anyone,thinks
[5] thinks,young

Top Word Pairs in Tweet in G5:
[18] #springbreak,#summer
[18] #summer,#cruisechat
[11] #cruisechat,#beach
[11] #croisière,haut
[11] haut,gamme
[11] gamme,#alaska
[11] #alaska,chez
[11] chez,seagnature
[11] seagnature,dès
[11] dès,1649

Top Word Pairs in Tweet in G6:
[5] #travel,#cruise
[5] blown,away
[5] away,beautiful
[5] beautiful,colourful
[5] colourful,island
[5] island,#cozumel
[5] #cozumel,#mexico
[5] #mexico,great
[5] great,last
[5] last,stop

Top Word Pairs in Tweet in G7:
[2] #blog,venesstravelme1
[2] #cruise,#cruisechat
[2] rolls,royce
[2] royce,designed
[2] designed,propulsion
[2] propulsion,system
[2] system,specialised
[2] specialised,battery
[2] battery,packs
[2] packs,ultra

Top Word Pairs in Tweet in G8:
[5] check,out
[4] #youtube,today
[3] top,10
[3] #cruisechat,#tsaco
[2] today,exciting
[2] exciting,news
[2] news,virginvoyages
[2] virginvoyages,plus
[2] plus,look
[2] look,new

Top Word Pairs in Tweet in G9:
[6] reviews,10
[6] 10,different
[6] ships,website
[4] know,reviews
[4] different,#cruise
[4] #cruise,ships
[4] website,check
[4] check,out
[4] out,before
[4] before,book

Top Word Pairs in Tweet in G10:
[7] #cruisechat,#travel
[4] #cruise,#cruisechat
[3] #spain,#cruise
[3] #travel,#ttot
[3] fredolsencruise,#cruisechat
[2] archives,exploring
[2] exploring,#spain
[2] marbella,puerto
[2] #cruise,ship

Top Replied-To
Top Replied-To in Entire Graph:
@simontravels

Top Mentioned
Top Mentioned in Entire Graph:
@menscave7
@howtocruise
@cruiselinetalk
@ebay
@cruiseholidayie
@cruisenorwegian
@lesleybellew
@sagaholidaysuk
@walkerdoug
@touramericatv

Top Mentioned in G1:
@howtocruise
@cruiselinetalk
@shipmateapp
@cruisenorwegian
@carnivalplc
@halcruises
@cliaglobal
@disneycruise
@royalcaribbean
@msccruisesusa

Top Mentioned in G2:
@lesleybellew
@sagaholidaysuk
@the_rhs
@vikingcruises
@herveybrookes
@port_of_dover
@robbrydon
@pandocruises
@bgtw
@cliauk

Top Mentioned in G3:
@cruiseholidayie
@touramericatv
@squidgemundo
@antonyparadiso
@cruisenorwegian
@msc_cruises_uk
@giantchimp
@foreverbarcelon

Top Mentioned in G4:
@howtocruise

Top Mentioned in G5:
@walkerdoug

Top Mentioned in G6:
@globe_guide
@oneoceanexp

Top Mentioned in G7:
@venesstravelme1
@sagauk
@vikingcruises
@hurtigrutenuk
@cruiselineuk
@ve

Top Mentioned in G8:
@virginvoyages
@cruisenorwegian
@youtube
@halcruises
@richardbranson
@cruisingwithwhe

Top Mentioned in G9:
@travelexpert_ie
@realdonaldtrump

Top Mentioned in G10:
@fredolsencruise
@visit_gibraltar
@royalcaribbean
@meetoncruise
@spain

Top Tweeters
Top Tweeters in Entire Graph:
@otikenne
@missmiles517
@roarloudtravel
@lowlightphotos
@croisieredeluxe
@northwalescom
@sagauk
@intellitraveler
@wavejourney
@royalcaribbean

Top Tweeters in G1:
@wavejourney
@royalcaribbean
@carnivalcruise
@hbo
@halcruises
@cruisinteacher
@terrycrews
@cruisenorwegian
@cruisehive
@waltdisneyworld

Top Tweeters in G2:
@linerlovers
@the_rhs
@herveybrookes
@vikingcruises
@silvertravelad
@seatradeinsider
@port_of_dover
@cliauk
@worldofcruising
@hydrospike

Top Tweeters in G3:
@squidgemundo
@marytouramerica
@touramericatv
@elias_me_em
@foreverbarcelon
@cruiseholidayie
@msc_cruises_uk
@britsabroadwise
@giantchimp
@antonyparadiso

Top Tweeters in G4:
@northwalescom
@moalsinc
@paulandcarole
@wiseadultworld
@alfieboefanblog
@nobunobunobu11
@howtocruise
@coolstuff2017
@tmtr_grace
@yui3863

Top Tweeters in G5:
@croisieredeluxe
@walkerdoug
@twitliveevents
@robbornstein
@jamaicaculnary
@jenimas
@airport_parking
@mark_sarden
@travportusa

Top Tweeters in G6:
@otikenne
@lowlightphotos
@social_toolbox
@thesandycaetano
@globe_guide
@marekczech1
@oneoceanexp
@salty_endeavors

Top Tweeters in G7:
@sagauk
@cruiselineuk
@venesstravelme1
@hurtigrutenuk
@ant71
@ve

Top Tweeters in G8:
@richardbranson
@youtube
@pax_news
@virginvoyages
@cruisingwithwhe
@britsonboard

Top Tweeters in G9:
@voyagerhero
@realdonaldtrump
@travelcultureie
@travelexpert_ie
@bltdublin
@awteireland

Top Tweeters in G10:
@travelshopgirl
@spain
@fredolsencruise
@visit_gibraltar
@meetoncruise