The graph represents a network of 14,967 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 50,000 tweets, tweeted between 1/1/2024 12:00:00 AM and 2/8/2024 8:22:17 AM. The network was obtained from Twitter on Thursday, 08 February 2024 at 22:45 UTC.
The tweets in the network were tweeted over the 3554-day, 16-hour, 38-minute period from Friday, 16 May 2014 at 23:23 UTC to Thursday, 08 February 2024 at 16:01 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 : 14967
Unique Edges : 27406
Edges With Duplicates : 28846
Total Edges : 56252
Number of Edge Types : 9
Retweet : 2108
MentionsInRetweet : 2524
MentionsInReplyTo : 24711
Replies to : 16374
Tweet : 2119
Quote : 439
MentionsInQuote : 579
Mentions : 7043
MentionsInQuoteReply : 355
Self-Loops : 2774
Reciprocated Vertex Pair Ratio : 0.073505781530609
Reciprocated Edge Ratio : 0.136945292322141
Connected Components : 543
Single-Vertex Connected Components : 469
Maximum Vertices in a Connected Component : 14307
Maximum Edges in a Connected Component : 54767
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.451222
Graph Density : 0.000152109776257644
Modularity : 0.4245
NodeXL Version : 1.0.1.528
Data Import : The graph represents a network of 14,967 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 50,000 tweets, tweeted between 1/1/2024 12:00:00 AM and 2/8/2024 8:22:17 AM. The network was obtained from Twitter on Thursday, 08 February 2024 at 22:45 UTC.
The tweets in the network were tweeted over the 3554-day, 16-hour, 38-minute period from Friday, 16 May 2014 at 23:23 UTC to Thursday, 08 February 2024 at 16:01 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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[7099] intermiamicf,royalcaribbean [1051] icon,seas [755] juststacie5683,virginvoyages [667] appletv,royalcaribbean [654] intermiamicf,appletv [475] grande,mundo [403] crucero,grande [384] good,morning [353] royalcaribbean,messi [349] cruise,ship Top Word Pairs in Tweet in G1:
[6955] intermiamicf,royalcaribbean [667] appletv,royalcaribbean [654] intermiamicf,appletv [347] royalcaribbean,messi [284] ronaldista_x,intermiamicf [248] inter,miami [185] david954fla,intermiamicf [174] madridfooty_,intermiamicf [160] icon,seas [158] cronaldonews,intermiamicf Top Word Pairs in Tweet in G2:
[184] icon,seas [181] direct,message [140] travelblogjamie,pandocruises [130] please,send [114] sorry,hear [112] cruise,ship [107] send,direct [92] queen,anne [87] pandocruises,malethaero [80] shipmonk,royalcaribbean Top Word Pairs in Tweet in G3:
[84] salvagingyouth,carnivalcruise [62] jamesvanfleet,carnivalcruise [57] carlycaramanna,royalcaribbean [42] greenday,irvingplaza [41] carnivalcruise,greenday [41] siriusxm,carnivalcruise [33] cruise,ship [30] cruise,line [28] wonder,sea [28] icon,seas Top Word Pairs in Tweet in G4:
[36] cruise,line [35] rogerlorton,cruisenorwegian [27] icon,seas [21] marlonpruz,cruisenorwegian [21] norwegian,cruise [19] warringtonrlfc,cruisenorwegian [19] cruisenorwegian,rod_studd [19] lukethenuke180,warringtonrlfc [18] cruisenorwegian,#cruisenorwegian [18] derek_beaumont,lukethenuke180 Top Word Pairs in Tweet in G5:
[755] juststacie5683,virginvoyages [320] good,morning [235] virginvoyages,good [83] virginvoyages,virgin [83] richardbranson,virginvoyages [55] virginvoyages,gm [49] happy,saturday [49] virginvoyages,morning [46] murphyjencubs,juststacie5683 [46] eastboston68,juststacie5683 Top Word Pairs in Tweet in G6:
[488] icon,seas [420] grande,mundo [365] crucero,grande [269] 10,mil [268] mil,visitantes [268] seas,crucero [266] llega,10 [266] visitantes,disfrutarán [266] mundo,llega [266] #mahahual,icon Top Word Pairs in Tweet in G7:
[90] icon,seas [82] royal,caribbean [61] cruise,ship [52] #disneyworld,#disneycruise [52] #disneyland,#disneyworld [52] join,email [52] yours,co [52] save15,#disneyland [51] magicband,skins [51] #disneycruise,#disneytravelagent Top Word Pairs in Tweet in G8:
[9] billclinton,billgates [9] chrisnagustv,elliottdavistv [8] dhsgov,nsagov [7] eriecountyesu,fbi [7] fbistlouis,capitolpolice [7] alandersh,kmov [7] nygov,govkathyhochul [7] newyorkstateag,nygov [7] oprah,gayleking [7] thejusticedept,chrisnagustv Top Word Pairs in Tweet in G9:
[4] gb,news [4] advertisers,include [3] morrisons,pandocruises [3] today's,telegraph [3] pandocruises,sainsburys [3] sainsburys,cazoouk [2] cazoouk,tnluk [2] stopfundingheat,pandocruises [2] telegraph,advertisers [2] pandocruises,gbnewsspin Top Word Pairs in Tweet in G10:
[6] cruisenorwegian,curiousdg [5] curiousdg,discovergrnbay [5] crepe_wagon,cruisenorwegian [5] halcruises,ifwtwa [4] pandocruises,passportmag [4] interior,akforestservice [4] #foodtravelchat,wed [4] naturetechfam,travelalaska [4] halcruises,natlparkservice [4] travelalaska,halcruises Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
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:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: