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#cruisechat_2021-07-13_07-42-37.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
July 13, 2021
Short Description:
#cruisechat via NodeXL https://bit.ly/3i7Airo
@europewaterways
@howtocruise
@pax_news
@icrowdfundbuzz
@advinfamilyhood
@bjkbrady
@andrewharkless
@gwmtravels
@emldavies01
@bella623

Top hashtags:
#cruisechat
#cruise
#cruising
#cruiselife
#firstcruise
#croisière
#alaska

Description:
Description
The graph represents a network of 40 Twitter users whose tweets in the requested range contained "#cruisechat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 13 July 2021 at 14:45 UTC.

The requested start date was Tuesday, 13 July 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 72-day, 11-hour, 0-minute period from Saturday, 01 May 2021 at 09:00 UTC to Monday, 12 July 2021 at 20:00 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

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


Overall Graph Metrics
Vertices : 40
Unique Edges : 11
Edges With Duplicates : 230
Total Edges : 241
Number of Edge Types : 4
Retweet : 42
MentionsInRetweet : 28
Tweet : 157
Mentions : 14
Self-Loops : 172
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 13
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 8
Maximum Edges in a Connected Component : 175
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.244186
Graph Density : 0.0173076923076923
Modularity : 0.132552
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 40 Twitter users whose tweets in the requested range contained "#cruisechat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 13 July 2021 at 14:45 UTC.

The requested start date was Tuesday, 13 July 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 72-day, 11-hour, 0-minute period from Saturday, 01 May 2021 at 09:00 UTC to Monday, 12 July 2021 at 20:00 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #cruisechat
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 Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[10] https://www.seagnature.com/14-alaska?utm_source=ifttt&utm_medium=tweet&utm_campaign=croisieredeluxe
[8] https://howtocruise.co.uk/am-i-too-young-for-cruise/
[8] https://howtocruise.co.uk/cruise-cashback-quidco-topcashback/
[5] https://howtocruise.co.uk/cruise-books-author/
[5] https://howtocruise.co.uk/crime-novels-cruise/?utm_campaign=5-crime-novels-about-cruise-ships&utm_medium=social_link&utm_source=missinglettr
[3] https://www.amazon.com/Got-Have-Some-Fun-ebook/dp/B00O4EJ1M6/
[3] https://howtocruise.co.uk/first-cruise-tips-experts/
[2] https://www.worldofcruising.co.uk/cruise-news/win-a-6-night-cruise-with-celebrity-cruises
[2] https://www.youtube.com/watch?v=ysy9oJqa8j0&feature=youtu.be

[2] https://www.youtube.com/watch?v=9aFnCxhpa-o&feature=youtu.be


Top URLs in Tweet in G1:
[1] https://www.europeanwaterways.com/blog/cruising-the-river-thames-with-jane-mcdonald/

Top URLs in Tweet in G2:
[8] https://howtocruise.co.uk/cruise-cashback-quidco-topcashback/
[8] https://howtocruise.co.uk/am-i-too-young-for-cruise/
[5] https://howtocruise.co.uk/cruise-books-author/
[5] https://howtocruise.co.uk/crime-novels-cruise/?utm_campaign=5-crime-novels-about-cruise-ships&utm_medium=social_link&utm_source=missinglettr
[3] https://howtocruise.co.uk/first-cruise-tips-experts/
[2] https://www.worldofcruising.co.uk/cruise-news/win-a-6-night-cruise-with-celebrity-cruises
[2] https://www.worldofcruising.co.uk/cruise-news/exclusive-offer-save-up-to-250-off-your-next-cruise
[2] https://www.worldofcruising.co.uk/cruise-news/holland-america-line-cruise-captain-timmers-cruises-interview
[1] https://www.worldofcruising.co.uk/cruise-news/jane-mcdonald-the-cruise-crew-romance-cruises-relationships-ships
[1] https://howtocruise.co.uk/free-cruise-guide/

Top URLs in Tweet in G3:
[2] https://news.paxeditions.com/news/cruise/video-pax-unpacks-all-inclusive-luxury-sea-regent-seven-seas-amelie-dubois

Top URLs in Tweet in G5:
[1] https://www.theguardian.com/commentisfree/2021/jul/08/massive-tax-exempt-cruise-ships-damage-environment

Top URLs in Tweet in G6:
[3] https://www.amazon.com/Got-Have-Some-Fun-ebook/dp/B00O4EJ1M6/

Top URLs in Tweet in G7:
[10] https://www.seagnature.com/14-alaska?utm_source=ifttt&utm_medium=tweet&utm_campaign=croisieredeluxe

Top URLs in Tweet in G8:
[1] https://travelshopgirl.com/aqua-class-cabin-1605-review-celebrity-solstice/?platform=hootsuite
[1] https://travelshopgirl.com/will-i-get-seasick-on-a-cruise/?platform=hootsuite
[1] https://travelshopgirl.com/why-short-cruises-are-great-for-the-first-time-cruiser/?platform=hootsuite

Top URLs in Tweet in G9:
[2] https://www.frommers.com/blogs/arthur-frommer-online/blog_posts/royal-caribbean-will-charge-unvaccinated-cruisers-more-and-bar-them-from-some-activities

Top Domains
Top Domains in Tweet in Entire Graph:
[152] co.uk
[10] seagnature.com
[6] youtube.com
[3] travelshopgirl.com
[3] amazon.com
[2] frommers.com
[2] paxeditions.com
[1] theguardian.com
[1] myvirtualvacations.net
[1] laviezine.com

Top Domains in Tweet in G1:
[1] europeanwaterways.com

Top Domains in Tweet in G2:
[152] co.uk

Top Domains in Tweet in G3:
[2] paxeditions.com

Top Domains in Tweet in G5:
[1] theguardian.com

Top Domains in Tweet in G6:
[3] amazon.com

Top Domains in Tweet in G7:
[10] seagnature.com

Top Domains in Tweet in G8:
[3] travelshopgirl.com

Top Domains in Tweet in G9:
[2] frommers.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[194] cruisechat
[172] cruise
[130] cruising
[127] cruiselife
[15] firstcruise
[10] croisière
[10] alaska
[10] luxe
[10] voyage
[10] canada



Top Hashtags in Tweet in G1:
[1] cruisingwithjanemcdonald
[1] cruisingwithjane
[1] cruise
[1] cruiselife
[1] cruising
[1] rivercruises
[1] cruisechat

Top Hashtags in Tweet in G2:
[160] cruise
[158] cruisechat
[129] cruising
[126] cruiselife
[15] firstcruise
[9] cruisenewbie
[5] novels
[5] crimebook
[5] cruiseship
[3] lovecruising

Top Hashtags in Tweet in G3:
[2] video
[2] luxury
[1] cruisechat
[1] regentsevenseas
[1] travelagents

Top Hashtags in Tweet in G4:
[6] cruisechat

Top Hashtags in Tweet in G5:
[1] cruise
[1] cruisechat

Top Hashtags in Tweet in G6:
[3] asmsg
[3] vacation
[3] cruisechat

Top Hashtags in Tweet in G7:
[10] croisière
[10] alaska
[10] luxe
[10] voyage
[10] canada
[10] cruisechat
[10] vacances

Top Hashtags in Tweet in G8:
[3] cruise
[3] cruisechat
[3] travel
[1] rtw

Top Hashtags in Tweet in G9:
[1] cruisechat
[1] traveltips

Top Hashtags in Tweet in G10:
[2] cruisechat
[2] celebrity
[2] welcomebackonboard

Top Words
Top Words in Tweet in Entire Graph:
[194] #cruisechat
[172] #cruise
[130] #cruising
[127] #cruiselife
[100] cruise
[62] cruises
[26] cruising
[25] howtocruise
[20] jane
[19] princess

Top Words in Tweet in G1:
[9] hotel
[9] barge
[9] magna
[9] carta
[9] welcomed
[9] jane
[9] mcdonald
[9] aboard
[9] discover
[9] river

Top Words in Tweet in G2:
[160] #cruise
[158] #cruisechat
[129] #cruising
[126] #cruiselife
[95] cruise
[59] cruises
[25] howtocruise
[18] line
[17] ship
[15] #firstcruise

Top Words in Tweet in G3:
[2] #video
[2] pax
[2] unpacks
[2] inclusive
[2] #luxury
[2] sea
[2] regent
[2] seven
[2] seas'
[2] amélie

Top Words in Tweet in G4:
[12] cruising
[6] miss
[6] feel
[6] comfortable
[6] again
[6] #cruisechat
[2] advinfamilyhood

Top Words in Tweet in G5:
[3] cruise
[3] ships
[3] back
[3] catastrophe
[3] environment
[3] kim
[3] heacox
[3] majestic
[3] princess
[3] due

Top Words in Tweet in G6:
[3] set
[3] sail
[3] princess
[3] seas
[3] #asmsg
[3] #vacation
[3] #cruisechat
[2] andrewharkless

Top Words in Tweet in G7:
[10] #croisière
[10] haut
[10] gamme
[10] #alaska
[10] chez
[10] seagnature
[10] dès
[10] 1649
[10] #luxe
[10] #voyage

Top Words in Tweet in G8:
[3] #cruise
[3] #cruisechat
[3] #travel
[2] cabin
[2] archives

Top Words in Tweet in G9:
[2] royal
[2] caribbean
[2] charge
[2] unvaccinated
[2] cruisers
[2] more
[2] bar
[2] activities
[2] frommer's

Top Words in Tweet in G10:
[2] #cruisechat
[2] #celebrity
[2] cruises
[2] cool
[2] towel
[2] shore
[2] excursions
[2] #welcomebackonboard

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[129] #cruise,#cruising
[129] #cruising,#cruisechat
[126] #cruisechat,#cruiselife
[25] #cruise,#cruisechat
[17] jane,mcdonald
[13] cruise,#cruise
[12] cruise,ships
[11] holland,america
[11] here's,#cruise
[10] #croisière,haut

Top Word Pairs in Tweet in G1:
[9] hotel,barge
[9] barge,magna
[9] magna,carta
[9] carta,welcomed
[9] welcomed,jane
[9] jane,mcdonald
[9] mcdonald,aboard
[9] aboard,discover
[9] discover,river
[9] river,thames

Top Word Pairs in Tweet in G2:
[129] #cruise,#cruising
[129] #cruising,#cruisechat
[126] #cruisechat,#cruiselife
[22] #cruise,#cruisechat
[13] cruise,#cruise
[11] here's,#cruise
[10] holland,america
[10] princess,cruises
[9] cruises,#cruise
[9] cruise,line

Top Word Pairs in Tweet in G3:
[2] #video,pax
[2] pax,unpacks
[2] unpacks,inclusive
[2] inclusive,#luxury
[2] #luxury,sea
[2] sea,regent
[2] regent,seven
[2] seven,seas'
[2] seas',amélie
[2] amélie,dubois

Top Word Pairs in Tweet in G4:
[6] miss,cruising
[6] cruising,feel
[6] feel,comfortable
[6] comfortable,cruising
[6] cruising,again
[6] again,#cruisechat
[2] advinfamilyhood,miss

Top Word Pairs in Tweet in G5:
[3] cruise,ships
[3] ships,back
[3] back,catastrophe
[3] catastrophe,environment
[3] environment,kim
[3] kim,heacox
[3] heacox,majestic
[3] majestic,princess
[3] princess,due
[3] due,alaska

Top Word Pairs in Tweet in G6:
[3] set,sail
[3] sail,princess
[3] princess,seas
[3] seas,#asmsg
[3] #asmsg,#vacation
[3] #vacation,#cruisechat
[2] andrewharkless,set

Top Word Pairs in Tweet in G7:
[10] #croisière,haut
[10] haut,gamme
[10] gamme,#alaska
[10] #alaska,chez
[10] chez,seagnature
[10] seagnature,dès
[10] dès,1649
[10] 1649,#luxe
[10] #luxe,#voyage
[10] #voyage,#canada

Top Word Pairs in Tweet in G8:
[3] #cruisechat,#travel
[2] #cruise,#cruisechat

Top Word Pairs in Tweet in G9:
[2] royal,caribbean
[2] caribbean,charge
[2] charge,unvaccinated
[2] unvaccinated,cruisers
[2] cruisers,more
[2] more,bar
[2] bar,activities
[2] activities,frommer's

Top Word Pairs in Tweet in G10:
[2] #cruisechat,#celebrity
[2] #celebrity,cruises
[2] cruises,cool
[2] cool,towel
[2] towel,shore
[2] shore,excursions
[2] excursions,#welcomebackonboard

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@howtocruise
@seagnature
@europewaterways
@gwmtravels
@andrewharkless
@advinfamilyhood
@celebritycruise
@kwwmedia
@nohudl
@lifewellcruised

Top Mentioned in G1:
@europewaterways

Top Mentioned in G2:
@howtocruise

Top Mentioned in G3:
@pax_news
@regen
@regentcruises

Top Mentioned in G4:
@advinfamilyhood
@bjkbrady

Top Mentioned in G5:
@gwmtravels

Top Mentioned in G6:
@andrewharkless

Top Mentioned in G7:
@seagnature

Top Mentioned in G8:
@celebritycruise

Top Mentioned in G9:
@kwwmedia

Top Mentioned in G10:
@nohudl

Top Tweeters
Top Tweeters in Entire Graph:
@bella623
@bjkbrady
@askchefdennis
@wingsofcrystal
@icrowdfundbuzz
@traveljenn
@hiclassmag
@travel_biz_news
@croisieredeluxe
@andrewharkless

Top Tweeters in G1:
@askchefdennis
@wavejourney
@europewaterways
@hapr_buzz
@kproudnikov
@fauldsjill
@tiptop10travel
@vanessalouwill

Top Tweeters in G2:
@travel_biz_news
@centurycruises
@travellatte
@cruisinteacher
@howtocruise
@2bigmode

Top Tweeters in G3:
@icrowdfundbuzz
@regen
@pax_news
@regentcruises

Top Tweeters in G4:
@bjkbrady
@traveljenn
@hiclassmag
@advinfamilyhood

Top Tweeters in G5:
@cruiselaw
@tribologyst
@gwmtravels

Top Tweeters in G6:
@bella623
@andrewharkless
@emldavies01

Top Tweeters in G7:
@croisieredeluxe
@seagnature

Top Tweeters in G8:
@travelshopgirl
@celebritycruise

Top Tweeters in G9:
@wingsofcrystal
@kwwmedia

Top Tweeters in G10:
@borgencurie1
@nohudl