The graph represents a network of 1,888 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 VirginVoyages", 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 2/28/2024 12:00:00 AM and 3/5/2024 11:59:59 PM. The network was obtained from Twitter on Wednesday, 06 March 2024 at 16:10 UTC.
The tweets in the network were tweeted over the 2489-day, 22-hour, 12-minute period from Friday, 12 May 2017 at 18:58 UTC to Wednesday, 06 March 2024 at 17:10 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 : 8125
Unique Edges : 14175
Edges With Duplicates : 14665
Total Edges : 28840
Number of Edge Types : 9
Tweet : 1590
Retweet : 2961
MentionsInRetweet : 2908
Mentions : 4590
Replies to : 6632
MentionsInReplyTo : 9424
Quote : 221
MentionsInQuote : 419
MentionsInQuoteReply : 95
Self-Loops : 2152
Reciprocated Vertex Pair Ratio : 0.0850227683862516
Reciprocated Edge Ratio : 0.156720708290215
Connected Components : 332
Single-Vertex Connected Components : 278
Maximum Vertices in a Connected Component : 7706
Maximum Edges in a Connected Component : 27620
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.900013
Graph Density : 0.000263515509601182
Modularity : 0.450662
NodeXL Version : 1.0.1.529
Data Import : The graph represents a network of 1,888 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 VirginVoyages", 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 2/28/2024 12:00:00 AM and 3/5/2024 11:59:59 PM. The network was obtained from Twitter on Wednesday, 06 March 2024 at 16:10 UTC.
The tweets in the network were tweeted over the 2489-day, 22-hour, 12-minute period from Friday, 12 May 2017 at 18:58 UTC to Wednesday, 06 March 2024 at 17:10 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 VirginVoyages
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:
[1103] intermiamicf,royalcaribbean [553] icon,seas [464] appletv,royalcaribbean [406] intermiamicf,appletv [315] cruise,ship [269] grande,mundo [245] crucero,grande [224] join,email [224] yours,co [224] #disneycruise,#disneytravelagent Top Word Pairs in Tweet in G1:
[1092] intermiamicf,royalcaribbean [464] appletv,royalcaribbean [406] intermiamicf,appletv [121] icon,seas [120] royalcaribbean,messi [70] nk__cr7,intermiamicf [61] cruise,ship [56] inter,miami [54] intermiamicf,chase_stadium [45] royal,caribbean Top Word Pairs in Tweet in G2:
[111] direct,message [89] princesscruises,princessukmedia [78] sorry,hear [76] sun,princess [75] tomanddomtravel,pandocruises [70] please,send [69] godmother,gwenstefani [68] queen,anne [66] travelblogjamie,pandocruises [65] carnival,jubilee Top Word Pairs in Tweet in G3:
[117] carnivalcruise,jubilee [75] thank,much [74] wait,sing [74] godmother,carnivalcruise [74] honor,wait [74] gwenstefani,whaaat [74] sing,onboard [74] jubilee,thank [74] much,honor [74] onboard,fe Top Word Pairs in Tweet in G4:
[38] cruise,ship [37] cruise,line [26] best,cruise [26] cruisenorwegian,views [21] norwegian,getaway [20] icon,seas [19] sail,norwegian [19] customer,service [18] norwegian,cruise [18] need,icon Top Word Pairs in Tweet in G5:
[59] delta,flight [57] free,cruises [54] omg,richardbranson [54] announce,free [54] richardbranson,came [54] came,delta [54] flight,personally [54] cruises,virginvoyages [54] personally,announce [53] nashnittany,omg Top Word Pairs in Tweet in G6:
[298] icon,seas [242] grande,mundo [221] crucero,grande [166] seas,crucero [166] 10,mil [165] mil,visitantes [164] llega,10 [164] visitantes,disfrutarán [164] bienvenido,#mahahual [164] #mahahual,icon Top Word Pairs in Tweet in G7:
[35] disney,cruise [35] cruise,line [29] castaway,cay [23] #dcl,#disneycruise [19] #disneycruiseline,#dcl [16] disneycruise,#disneycruiseline [16] sky,princess [15] disney,treasure [15] #disneycruise,ship [15] ship,locations Top Word Pairs in Tweet in G8:
[45] rtitbot,#travelingbysunsets [43] #honeymoon,#family [42] #travelingbysunsets,#vacation [41] #vacation,#adventure [40] ports,call [36] #weddings,#honeymoon [32] #family,#fun [29] person,embark [27] #travelnow,#weddings [27] #cruise,#travelnow Top Word Pairs in Tweet in G9:
[224] join,email [224] yours,co [224] #disneycruise,#disneytravelagent [222] #disneyland,#disneyworld [222] r7rnul3cbm,join [222] #disneyworld,#disneycruise [222] co,r7rnul3cbm [222] save15,#disneyland [222] niwasywuqa,co [222] co,niwasywuqa Top Word Pairs in Tweet in G10:
[45] davidsoho1,pandpsortof [30] pandpsortof,theatreroyalnew [30] theatreroyalnew,cunardline [27] cunardline,theatreroyalnew [27] pride,prejudice [26] back,phenomenal [26] demand,pride [26] open,newcastle [26] phenomenal,demand [26] prejudice,#sort Top Replied-To in Entire Graph:
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Top Replied-To in G2:
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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:
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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:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: