The graph represents a network of 1,700 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 20,000 tweets, tweeted between 2/21/2024 12:00:00 AM and 2/26/2024 4:06:55 PM. The network was obtained from Twitter on Monday, 26 February 2024 at 15:38 UTC.
The tweets in the network were tweeted over the 3135-day, 9-hour, 21-minute period from Tuesday, 28 July 2015 at 07:17 UTC to Monday, 26 February 2024 at 16:38 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 : 6378
Unique Edges : 10918
Edges With Duplicates : 10254
Total Edges : 21172
Number of Edge Types : 9
Mentions : 3157
Quote : 152
MentionsInQuote : 303
MentionsInReplyTo : 7112
Tweet : 1005
Retweet : 2238
Replies to : 5071
MentionsInRetweet : 2055
MentionsInQuoteReply : 79
Self-Loops : 1398
Reciprocated Vertex Pair Ratio : 0.0780744336569579
Reciprocated Edge Ratio : 0.14484052532833
Connected Components : 247
Single-Vertex Connected Components : 200
Maximum Vertices in a Connected Component : 6062
Maximum Edges in a Connected Component : 20385
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.877917
Graph Density : 0.000327616891863019
Modularity : 0.467209
NodeXL Version : 1.0.1.529
Data Import : The graph represents a network of 1,700 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 20,000 tweets, tweeted between 2/21/2024 12:00:00 AM and 2/26/2024 4:06:55 PM. The network was obtained from Twitter on Monday, 26 February 2024 at 15:38 UTC.
The tweets in the network were tweeted over the 3135-day, 9-hour, 21-minute period from Tuesday, 28 July 2015 at 07:17 UTC to Monday, 26 February 2024 at 16:38 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:
[1086] intermiamicf,royalcaribbean [462] icon,seas [431] appletv,royalcaribbean [398] intermiamicf,appletv [264] grande,mundo [240] crucero,grande [205] cruise,ship [168] 10,mil [167] seas,crucero [166] mil,visitantes Top Word Pairs in Tweet in G1:
[1075] intermiamicf,royalcaribbean [431] appletv,royalcaribbean [398] intermiamicf,appletv [116] royalcaribbean,messi [75] icon,seas [70] nk__cr7,intermiamicf [52] inter,miami [35] cruise,ship [32] footyball__fc,intermiamicf [29] royalcaribbean,fuck Top Word Pairs in Tweet in G2:
[85] direct,message [75] tomanddomtravel,pandocruises [61] travelblogjamie,pandocruises [59] queen,anne [54] cbullocean46,pandocruises [51] sorry,hear [46] cruise,ship [45] please,send [41] sea,trials [41] carnival,jubilee Top Word Pairs in Tweet in G3:
[131] carnivalcruise,jubilee [100] thank,much [99] godmother,carnivalcruise [98] wait,sing [98] honor,wait [98] sing,onboard [98] jubilee,thank [98] much,honor [98] whaaat,godmother [97] gwenstefani,whaaat Top Word Pairs in Tweet in G4:
[36] cruise,ship [30] cruisenorwegian,views [26] rtitbot,#travelingbysunsets [25] ports,call [23] #honeymoon,#family [22] #travelingbysunsets,#vacation [20] #vacation,#adventure [20] cruisenorwegian,give [19] #cruisenorwegian,#norwegianbliss [19] 10,10 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:
[147] #disneyland,#disneyworld [147] #disneyworld,#disneycruise [147] join,email [147] yours,co [147] save15,#disneyland [147] #disneycruise,#disneytravelagent [145] r7rnul3cbm,join [145] co,r7rnul3cbm [145] niwasywuqa,co [145] co,niwasywuqa Top Word Pairs in Tweet in G7:
[9] disney,disneyplus [9] disneystudios,disneyparks [8] disneyparks,disneycruise [6] komaradiookc,krxoclassicrock [5] waltdisneyworld,disneyparks [5] disney,disneystudios [5] waltdisneyworld,disneycruise [5] disneyplus,disneystudios [5] magic104kmgl,komaradiookc [4] iheartradio,iheartmedia Top Word Pairs in Tweet in G8:
[10] valiant,lady [9] 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 G9:
[16] royalcaribbean,royalcaribpr [14] #cruise,#travel [13] #cruiseblog,#cruiselife [13] #travel,#cruiseblog [11] royalcaribpr,royalcaribbean [9] 15,years [9] royalcaribbean,announces [9] debuted,royalcaribbean [9] game,changing [9] changing,#oasisclass Top Word Pairs in Tweet in G10:
[46] davidsoho1,pandpsortof [31] pandpsortof,theatreroyalnew [31] theatreroyalnew,cunardline [27] pride,prejudice [26] back,phenomenal [26] demand,pride [26] open,newcastle [26] phenomenal,demand [26] prejudice,#sort [26] #sort,pandpsortof Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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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:
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Top Tweeters in G9:
Top Tweeters in G10: