The graph represents a network of 4,864 Twitter users whose recent tweets contained "#cruise", 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 4/1/2023 12:00:00 AM and 3/31/2024 11:59:59 PM. The network was obtained from Twitter on Monday, 08 April 2024 at 22:09 UTC.
The tweets in the network were tweeted over the 855-day, 8-hour, 10-minute period from Sunday, 05 December 2021 at 15:58 UTC to Tuesday, 09 April 2024 at 00:09 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 : 4864
Unique Edges : 4088
Edges With Duplicates : 11937
Total Edges : 16025
Number of Edge Types : 9
Tweet : 10282
Mentions : 4549
MentionsInQuote : 142
Quote : 406
MentionsInReplyTo : 177
Replies to : 444
Retweet : 18
MentionsInRetweet : 1
MentionsInQuoteReply : 6
Self-Loops : 10661
Reciprocated Vertex Pair Ratio : 0.00782639630024902
Reciprocated Edge Ratio : 0.0155312389692905
Connected Components : 2615
Single-Vertex Connected Components : 2259
Maximum Vertices in a Connected Component : 1456
Maximum Edges in a Connected Component : 7505
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.765521
Graph Density : 0.00011977019004946
Modularity : 0.235295
NodeXL Version : 1.0.1.530
Data Import : The graph represents a network of 4,864 Twitter users whose recent tweets contained "#cruise", 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 4/1/2023 12:00:00 AM and 3/31/2024 11:59:59 PM. The network was obtained from Twitter on Monday, 08 April 2024 at 22:09 UTC.
The tweets in the network were tweeted over the 855-day, 8-hour, 10-minute period from Sunday, 05 December 2021 at 15:58 UTC to Tuesday, 09 April 2024 at 00:09 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 : #cruise
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:
[1249] #travel,#cruise [822] #cruise,#travel [641] #cruise,#cruises [588] cruise,ship [578] #cruise,#cruising [543] #cruise,#rivercruise [538] cruise,news [408] #cruise,#cruiseship [366] #cruiseship,#travel [366] #cruises,#cruisenews Top Word Pairs in Tweet in G1:
[515] #travel,#cruise [324] #cruise,#travel [300] #cruise,#cruiseship [275] #cruise,#rivercruise [272] #abd,#disney [271] #azamara,#amawaterways [270] #amawaterways,#virginvoyages [230] #cruise,#cruising [221] cruise,ship [217] #cruise,#cruiselife Top Word Pairs in Tweet in G2:
[617] #cruise,#cruises [536] cruise,news [434] #cruise,#travel [365] #cruises,#cruisenews [306] #cruisenews,#travelnews [278] #cruise,#cruising [265] rtitbot,#travelingbysunsets [246] #vacation,#adventure [244] #travelingbysunsets,#vacation [242] #weddings,#honeymoon Top Word Pairs in Tweet in G3:
[229] month,inclusive [229] win,month [229] #cruiseship,#travel [229] inclusive,cruise [229] #villavieodyssey,#villavieresidences [229] #workfromhome,#cruiseship [229] travel,world [229] world,villavieres [229] #cruise,#digitalnomad [229] villavieres,win Top Word Pairs in Tweet in G4:
[260] #cruise,#rivercruise [70] #rivercruisenews,insight [55] river,cruise [48] #cruise,#cruising [44] #cruising,#cruisetravel [33] #rivercruisenews,uk [25] river,cruises [20] #cliaamsterdam24,#cliariver24 [20] cruise,ship [20] riviera,travel Top Word Pairs in Tweet in G5:
[55] #cruise,ship [24] #cruise,ships [24] cruise,ship [16] cruise,ships [11] brand,#iconoftheseas [11] royalcaribbean,brand [10] princesscruises,brand [10] #cruise,#cruisenews [9] brand,#sunprincess [9] icon,seas Top Word Pairs in Tweet in G6:
[44] #travel,#cruise [37] #cruise,#msc2024 [20] #mscpoesia,#worldcruise [20] royal,caribbean [20] #cruise,#cruiseship [20] #cruise,#disneycruise [19] #msc2024,#msc [19] #disneycruise,#disneycruiseline [19] #msc,#mscpoesia [18] #cruise,youtube Top Word Pairs in Tweet in G7:
[5] #cruise,#vibes [4] #freshprinceofthecapital,#grey [4] bod_republic,#cruise [4] #cruise,vibes [3] keep,streaming [3] #cruise,bod_republic [3] cruise,vibes [2] mannie_tseayo,drops [2] #viral,#trending [2] #freshprinceofthecapital,#newmusic Top Word Pairs in Tweet in G8:
[11] cruise,ship [10] #amazon,amazon [7] hand,painted [7] cruise,shirt [6] cruise,squad [6] self,driving [5] 2024,svg [5] cruising,shirt [5] shirt,#amazon [4] ship,hour Top Word Pairs in Tweet in G9:
[47] tonyfrees,#cruise [33] #cruise,royale [7] #cruise,#royale [6] ค,ายpg [5] royale,pg [4] pg,soft [4] royale,ค [4] #cruise,royal [4] #pg,soft [4] #royale,#pg Top Word Pairs in Tweet in G10:
[11] #travel,#tourism [6] #gulet,#cruise [3] cliaeurope,mardelig [3] #cruisetravel,#cruisetourism [2] cruise,ships [2] #cruises,#cruisetravel [2] navigatortravel,#celebrityinfinity [2] environmental,impacts [2] big,blue [2] #tourism,#greece Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
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Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
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:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: