The graph represents a network of 2,298 Twitter users whose recent tweets contained "CarnivalCruise OR CelebrityCruise OR CostaCruises OR cunardline OR DisneyCruise OR HALcruises OR MSCCruisesUSA OR CruiseNorwegian OR pandocruises OR PrincessCruises OR RoyalCaribbean OR VirginVoyage", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 30,000 tweets, tweeted between 2/14/2024 12:00:00 AM and 2/20/2024 11:59:59 PM. The network was obtained from Twitter on Wednesday, 21 February 2024 at 17:16 UTC.
The tweets in the network were tweeted over the 3130-day, 10-hour, 59-minute period from Tuesday, 28 July 2015 at 07:17 UTC to Wednesday, 21 February 2024 at 18:16 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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
Vertices : 5236
Unique Edges : 8724
Edges With Duplicates : 6923
Total Edges : 15647
Number of Edge Types : 9
Mentions : 2401
Quote : 113
MentionsInQuote : 217
MentionsInReplyTo : 5066
Tweet : 730
Retweet : 1776
Replies to : 3803
MentionsInRetweet : 1482
MentionsInQuoteReply : 59
Self-Loops : 1010
Reciprocated Vertex Pair Ratio : 0.0710856909406598
Reciprocated Edge Ratio : 0.13273576809383
Connected Components : 208
Single-Vertex Connected Components : 168
Maximum Vertices in a Connected Component : 4924
Maximum Edges in a Connected Component : 14991
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.892681
Graph Density : 0.000382591171399531
Modularity : 0.505919
NodeXL Version : 1.0.1.528
Data Import : The graph represents a network of 2,298 Twitter users whose recent tweets contained "CarnivalCruise OR CelebrityCruise OR CostaCruises OR cunardline OR DisneyCruise OR HALcruises OR MSCCruisesUSA OR CruiseNorwegian OR pandocruises OR PrincessCruises OR RoyalCaribbean OR VirginVoyage", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 30,000 tweets, tweeted between 2/14/2024 12:00:00 AM and 2/20/2024 11:59:59 PM. The network was obtained from Twitter on Wednesday, 21 February 2024 at 17:16 UTC.
The tweets in the network were tweeted over the 3130-day, 10-hour, 59-minute period from Tuesday, 28 July 2015 at 07:17 UTC to Wednesday, 21 February 2024 at 18:16 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch3
Graph Term : CarnivalCruise OR CelebrityCruise OR CostaCruises OR cunardline OR DisneyCruise OR HALcruises OR MSCCruisesUSA OR CruiseNorwegian OR pandocruises OR PrincessCruises OR RoyalCaribbean OR VirginVoyage
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1084] intermiamicf,royalcaribbean [425] icon,seas [263] grande,mundo [239] crucero,grande [168] 10,mil [167] seas,crucero [166] mil,visitantes [166] mundo,llega [165] visitantes,disfrutarán [164] bienvenido,#mahahual Top Word Pairs in Tweet in G1:
[1073] intermiamicf,royalcaribbean [101] royalcaribbean,messi [97] appletv,royalcaribbean [96] intermiamicf,appletv [70] nk__cr7,intermiamicf [62] icon,seas [45] inter,miami [32] footyball__fc,intermiamicf [27] supermessi10i,intermiamicf [27] cruise,ship Top Word Pairs in Tweet in G2:
[64] direct,message [64] tomanddomtravel,pandocruises [58] travelblogjamie,pandocruises [54] queen,anne [54] cbullocean46,pandocruises [53] newnhamtony,europeanpowell [51] pandocruises,won [50] boris,johnson [49] europeanpowell,boris [49] 800,crew Top Word Pairs in Tweet in G3:
[100] godmother,carnivalcruise [100] carnivalcruise,jubilee [99] wait,sing [99] honor,wait [99] sing,onboard [99] jubilee,thank [99] much,honor [99] thank,much [99] whaaat,godmother [98] gwenstefani,whaaat Top Word Pairs in Tweet in G4:
[19] cruisenorwegian,give [19] #cruisenorwegian,#norwegianprima [18] #cruisenorwegian,#norwegianbliss [18] 10,10 [18] give,10 [18] 10,#cruisenorwegian [15] cruiseshipparadise,ig [15] #norwegianprima,cruiseshipparadise [15] never,old [15] old,#cruisenorwegian Top Word Pairs in Tweet in G5:
[298] icon,seas [242] grande,mundo [221] crucero,grande [166] 10,mil [166] seas,crucero [165] mil,visitantes [164] llega,10 [164] visitantes,disfrutarán [164] mundo,llega [164] #mahahual,icon Top Word Pairs in Tweet in G6:
[21] ports,call [20] rtitbot,#travelingbysunsets [17] #honeymoon,#family [16] #travelingbysunsets,#vacation [14] #vacation,#adventure [14] san,juan [13] #weddings,#honeymoon [13] person,embark [11] princesscruises,silversea [11] cruisenorwegian,princesscruises Top Word Pairs in Tweet in G7:
[13] cruise,line [10] sky,princess [9] municipal,sarcenoh [9] empleo,población [9] oportunidades,empleo [9] disneycruise,disneyparks [9] fomentar,oportunidades [9] población,barrioporteña [9] alcalde,municipal [9] búsqueda,fomentar Top Word Pairs in Tweet in G8:
[97] #disneyland,#disneyworld [97] #disneyworld,#disneycruise [97] join,email [97] magicband,skins [97] yours,co [97] save15,#disneyland [97] #disneycruise,#disneytravelagent [96] r7rnul3cbm,join [96] co,r7rnul3cbm [96] niwasywuqa,co Top Word Pairs in Tweet in G9:
[9] valiant,lady [8] wpt,voyage [7] scarlet,lady [6] lady,virginvoyages [5] 20,discount [5] voyage,exclusively [5] enjoy,20 [5] #supersaturdays,members [5] seabreezebear,virginvoyages [5] limited,time Top Word Pairs in Tweet in G10:
[66] pá,advertirle [66] bcs,navegará [66] navegará,cru [66] cerote,pá [66] advertirle,paceños [66] mañana,#carnavaldelapaz [66] paceños,peligro [66] cru,cerote [66] peligro,significa [66] #carnavaldelapaz,bcs Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
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Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: