The graph represents a network of 4,838 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 11/1/2023 12:00:00 AM and 1/31/2024 11:59:59 PM. The network was obtained from Twitter on Wednesday, 14 February 2024 at 15:51 UTC.
The tweets in the network were tweeted over the 382-day, 3-hour, 39-minute period from Saturday, 28 January 2023 at 13:12 UTC to Wednesday, 14 February 2024 at 16:51 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 : 4838
Unique Edges : 4104
Edges With Duplicates : 10779
Total Edges : 14883
Number of Edge Types : 7
Tweet : 9327
Mentions : 4341
Quote : 370
MentionsInQuote : 158
Replies to : 419
MentionsInReplyTo : 263
MentionsInQuoteReply : 5
Self-Loops : 9685
Reciprocated Vertex Pair Ratio : 0.0074178735429177
Reciprocated Edge Ratio : 0.014726507713885
Connected Components : 2670
Single-Vertex Connected Components : 2328
Maximum Vertices in a Connected Component : 1422
Maximum Edges in a Connected Component : 7068
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.117476
Graph Density : 0.0001218730190827
Modularity : 0.251572
NodeXL Version : 1.0.1.528
Data Import : The graph represents a network of 4,838 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 11/1/2023 12:00:00 AM and 1/31/2024 11:59:59 PM. The network was obtained from Twitter on Wednesday, 14 February 2024 at 15:51 UTC.
The tweets in the network were tweeted over the 382-day, 3-hour, 39-minute period from Saturday, 28 January 2023 at 13:12 UTC to Wednesday, 14 February 2024 at 16:51 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:
[1004] #travel,#cruise [719] #cruise,#travel [615] #cruise,#cruises [552] #cruise,#cruising [537] cruise,ship [527] cruise,news [374] #cruise,#rivercruise [314] cruise,line [289] #cruise,#cruiselife [252] #cruise,#cruiseship Top Word Pairs in Tweet in G1:
[263] #travel,#cruise [215] #ships,#vacation [215] #vacation,#cruiseship [215] #cruise,#world [214] #cruiseline,#cruise [214] #world,#ships [214] #travel,#cruiseline [210] #cruise,#cruising [187] #travel,#holiday [185] cruise,ship Top Word Pairs in Tweet in G2:
[574] #cruise,#cruises [522] cruise,news [389] #cruise,#travel [227] rtitbot,#travelingbysunsets [219] #cruises,#cruisenews [218] ports,call [215] cruise,ship [215] person,embark [201] #cruise,#cruising [200] starting,person Top Word Pairs in Tweet in G3:
[160] #cruise,#rivercruise [88] #cruise,#cruising [53] #travel,#cruise [51] #cruise,#travel [48] #rivercruisenews,insight [41] river,cruise [37] cruise,ship [33] #cruise,#cruisetips [30] #rivercruisenews,uk [19] first,time Top Word Pairs in Tweet in G4:
[22] self,driving [16] #gm,#cruise [12] #cruise,#gm [11] driving,car [9] gm's,cruise [6] cruise,gm [6] gm,#cruise [6] kyle,vogt [6] gm,cruise [5] safety,review Top Word Pairs in Tweet in G5:
[36] #cruise,ship [25] #cruise,ships [23] cruise,ships [18] crew,member [13] cruise,lines [12] msccruisesusa,msc_cruises_uk [12] cruise,ship [11] #cruise,lines [10] cruise,industry [10] icon,seas Top Word Pairs in Tweet in G6:
[30] #travel,#cruise [27] #river,#cruise [21] cruise,ship [18] #cruise,#msc2024 [18] read,more [16] job,fair [16] river,cruise [16] #cruise,#travel [16] 18,01 [15] royal,caribbean Top Word Pairs in Tweet in G7:
[60] #travel,#cruise [51] #cruising,#cruise [38] pandocruises,iona [20] #vegan,#cruising [12] #cruise,#travel [11] pandocruises,arcadia [11] #cruise,#pandocruises [11] #vegan,options [11] pandocruises,arvia [10] onboard,pandocruises Top Word Pairs in Tweet in G8:
[5] #cruise,vibes [4] #freshprinceofthecapital,#grey [4] bod_republic,#cruise [4] #bod,#cruise [3] #cruise,#famemma [3] #famemma,#funniest [3] #fyp,#cruise [3] #cruise,#cryliv [3] #cruise,#vibes [3] #funniest,#gaza Top Word Pairs in Tweet in G9:
[10] read,more [9] #cruise,#tourism [6] #cruise,#cruiseline [6] #caribbean,#godomrep [6] #cruise,#travel [5] cruise,ship [5] #tour,#caribbean [4] #cruisevacation,#travelagent [4] more,#cruise [4] #travelagent,#traveladvisor Top Word Pairs in Tweet in G10:
[19] #luxurycruise,#cruiseexpert [19] #cruise,#travel [19] #lovecruise,#luxurycruise [16] regentcruises,#rsscsplendor [15] #tomanddomtravel,#choosecruise [15] #cruise,#cruising [14] life_at_tc,#cliamaster [14] #cruiseexpert,#cruisespecialistagent [13] #weareregent,#myregentexperience [13] tcworldwide,life_at_tc 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 G7:
Top Replied-To in G8:
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: