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tourism marketing Twitter NodeXL SNA Map and Report for 星期三, 08 六月 2022 at 11:42 UTC
tourism marketing Twitter NodeXL SNA Map and Report for 星期三, 08 六月 2022 at 11:42 UTC
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Uploaded on:
June 09, 2022
Short Description:
tourism marketing via NodeXL https://bit.ly/3xjkj0V
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Top hashtags:
#marketing
#tourism
#btsv
#affiliate
#affiliatemarketing
#travel
#deals
#discount
#shopping
#affiliatelink

Description:
Description
The graph represents a network of 1,321 Twitter users whose recent tweets contained "tourism marketing", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 08 June 2022 at 18:26 UTC.

The tweets in the network were tweeted over the 8-day, 20-hour, 18-minute period from Monday, 30 May 2022 at 15:20 UTC to Wednesday, 08 June 2022 at 11:39 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 Fruchterman-Reingold layout algorithm.


Overall Graph Metrics
Vertices : 1335
Unique Edges : 1472
Edges With Duplicates : 1147
Total Edges : 2619
Self-Loops : 706
Reciprocated Vertex Pair Ratio : 0.0522058823529412
Reciprocated Edge Ratio : 0.0992313067784766
Connected Components : 341
Single-Vertex Connected Components : 132
Maximum Vertices in a Connected Component : 247
Maximum Edges in a Connected Component : 318
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.20565
Graph Density : 0.000803530818860233
Modularity : 0.554765
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,321 Twitter users whose recent tweets contained "tourism marketing", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 08 June 2022 at 18:26 UTC.

The tweets in the network were tweeted over the 8-day, 20-hour, 18-minute period from Monday, 30 May 2022 at 15:20 UTC to Wednesday, 08 June 2022 at 11:39 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 Fruchterman-Reingold layout algorithm.
Graph Source : TwitterSearch
Graph Term : tourism marketing
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[148] http://theviewers.co.kr/View.aspx?No=2411871
[80] https://bit.ly/3iegJzs
[67] https://bit.ly/3Esta2g
[65] https://twitter.com/sumanthraman/status/1531159802591989760
[21] https://twitter.com/topstarnews/status/1534144167663718402
[8] https://www.amadeus-hospitality.com/insight/how-to-rethink-marketing-strategies-with-first-party-data-in-mind/?utm_campaign=2022%20media&utm_content=210364284&utm_medium=social&utm_source=twitter&hss_channel=tw-738475992705081344
[8] https://www.youtube.com/watch?v=FyMScXOnJEY

[8] https://bit.ly/3wpZLVq
[8] https://www.amphy.com/classes/classes-for-tourist-marketing?listing_id=6242c94d-7e9c-4bc2-b99f-6122cf30f91a
[7] https://www.travelweekly.com/Hawaii-Travel/Hawaii-big-change-in-tourism-marketing

Top URLs in Tweet in G1:
[148] http://theviewers.co.kr/View.aspx?No=2411871
[19] https://twitter.com/topstarnews/status/1534144167663718402
[1] http://theviewers.co.kr/ViewM.aspx?No=2411871

Top URLs in Tweet in G2:
[65] https://twitter.com/sumanthraman/status/1531159802591989760

Top URLs in Tweet in G7:
[1] https://808ne.ws/3askDmj
[1] https://www.travelweekly.com/Hawaii-Travel/Hawaii-big-change-in-tourism-marketing?utm_source=eNewsletter&utm_medium=email&utm_campaign=eltrtopstory&oly_enc_id=9352G2996923C3T

Top URLs in Tweet in G9:
[8] https://www.youtube.com/watch?v=FyMScXOnJEY

[7] https://indiaoutbound.info/trade-news/oman-tourism-names-buzz-travel-marketing-as-its-indian-representative/

Top URLs in Tweet in G10:
[1] https://twitter.com/wekesa_amos/status/1532305760201367552

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[366] marketing
[342] tourism
[297] btsv
[239] affiliate
[227] affiliatemarketing
[216] travel
[175] deals
[169] discount
[153] shopping
[147] affiliatelink



Top Hashtags in Tweet in G1:
[297] btsv
[3] v_christmastree
[3] christmastree
[3] v

Top Hashtags in Tweet in G7:
[1] ipw22
[1] hawaii
[1] tourism
[1] apieventprofs

Top Hashtags in Tweet in G9:
[15] io
[8] bahrain
[8] indiaoutbound
[7] oman
[7] indian

Top Hashtags in Tweet in G10:
[1] behumble

Top Words
Top Words in Tweet in Entire Graph:
[1316] tourism
[1161] marketing
[596] amp
[455] cultural
[385] #marketing
[352] #tourism
[338] year
[337] hallyu
[314] last
[306] k

Top Words in Tweet in G1:
[445] cultural
[354] tourism
[335] hallyu
[330] amp
[316] marketing
[297] #btsv
[297] pop
[297] diplomacy
[296] un
[294] k

Top Words in Tweet in G2:
[195] 2006
[130] 2011
[130] dmk
[130] spent
[130] crore
[130] temple
[65] doc
[65] records
[65] over
[65] 420

Top Words in Tweet in G3:
[208] gobi
[156] go
[52] two
[52] marketing
[52] slogans
[52] wrote
[52] desert
[52] board
[52] tourism
[52] returning

Top Words in Tweet in G4:
[49] brand
[44] tourism
[31] marketing
[30] south
[30] african
[20] opportunity
[19] vacancy
[19] public
[19] relations
[19] manager

Top Words in Tweet in G5:
[24] america
[24] crazy
[24] cause
[24] tourism
[24] purely
[24] marketing
[24] example
[24] route
[24] 66
[24] motorway

Top Words in Tweet in G6:
[24] looking
[24] foreigners
[23] estonian
[23] government
[23] media
[23] production
[23] sales
[23] finance
[23] tourism
[23] marketing

Top Words in Tweet in G7:
[6] marketing
[4] tourism
[4] state
[3] lucrative
[3] contract
[3] hawaiiancouncil
[3] visitors
[2] staradvertiser
[2] s
[2] hawaiihta

Top Words in Tweet in G8:
[16] gm
[16] vancouver
[16] island
[16] ll
[16] here
[16] capturing
[16] building
[16] tourism
[16] boards
[16] library

Top Words in Tweet in G9:
[15] tourism
[15] marketing
[15] #io
[8] besides
[8] gcc
[8] island
[8] nation
[8] #bahrain
[8] identifies
[8] 19

Top Words in Tweet in G10:
[24] engine
[14] wekesa_amos
[14] germaxasgarage
[14] change
[10] oil
[9] nelsonssenyange
[8] changing
[7] marketing
[7] t
[7] know

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[360] tourism,marketing
[337] hallyu,tourism
[299] cultural,diplomacy
[299] diplomacy,hallyu
[296] marketing,white
[296] white,house
[295] last,year
[294] #btsv,k
[294] k,pop
[197] amp,marketing

Top Word Pairs in Tweet in G1:
[335] hallyu,tourism
[297] cultural,diplomacy
[297] diplomacy,hallyu
[294] #btsv,k
[294] k,pop
[294] marketing,white
[294] white,house
[294] last,year
[165] tourism,amp
[165] amp,marketing

Top Word Pairs in Tweet in G2:
[130] 2006,2011
[130] crore,temple
[65] doc,records
[65] records,2006
[65] 2011,dmk
[65] dmk,spent
[65] spent,over
[65] over,420
[65] 420,crore
[65] temple,renovations

Top Word Pairs in Tweet in G3:
[52] two,marketing
[52] marketing,slogans
[52] slogans,wrote
[52] wrote,gobi
[52] gobi,desert
[52] desert,board
[52] board,tourism
[52] tourism,returning
[52] returning,calls
[52] calls,1

Top Word Pairs in Tweet in G4:
[30] south,african
[30] african,tourism
[19] vacancy,brand
[19] brand,public
[19] public,relations
[19] relations,manager
[19] manager,south
[19] tourism,exciting
[19] exciting,opportunity
[19] opportunity,brand

Top Word Pairs in Tweet in G5:
[24] america,crazy
[24] crazy,cause
[24] cause,tourism
[24] tourism,purely
[24] purely,marketing
[24] marketing,example
[24] example,route
[24] route,66
[24] 66,motorway
[24] motorway,fam

Top Word Pairs in Tweet in G6:
[24] looking,foreigners
[23] estonian,government
[23] government,looking
[23] foreigners,media
[23] media,production
[23] production,sales
[23] sales,finance
[23] finance,tourism
[23] tourism,marketing
[23] marketing,human

Top Word Pairs in Tweet in G7:
[2] lucrative,tourism
[2] tourism,marketing
[2] marketing,contract
[2] hawaii,visitors
[2] visitors,convention
[2] convention,bureau

Top Word Pairs in Tweet in G8:
[16] gm,vancouver
[16] vancouver,island
[16] island,ll
[16] ll,here
[16] here,capturing
[16] capturing,building
[16] building,tourism
[16] tourism,boards
[16] boards,library
[16] library,promotional

Top Word Pairs in Tweet in G9:
[8] besides,gcc
[8] gcc,island
[8] island,nation
[8] nation,#bahrain
[8] #bahrain,identifies
[8] identifies,19
[8] 19,key
[8] key,markets
[8] markets,including
[8] including,india

Top Word Pairs in Tweet in G10:
[8] wekesa_amos,germaxasgarage
[8] changing,engine
[7] engine,oil
[7] change,engine
[5] don,t
[4] change,w166
[4] w166,engine
[4] tourism,marketing
[3] nelsonssenyange,wekesa_amos
[3] son,change

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@profsamperry
@foxnews
@charlesfrize
@femi_sorry
@abline11
@peteoharaphoto
@mellamomatt
@a419pirate
@evansiordia
@dirtdu0

Top Mentioned in G1:
@bts_twt

Top Mentioned in G4:
@tourism_gov_za
@satraveltrade

Top Mentioned in G7:
@hawaiiancouncil
@hawaiihta
@ustravel
@vermonttourism
@meetingstoday
@pcmahq
@mpi
@hsmai
@ahla
@globalbta

Top Mentioned in G8:
@peteoharaphoto
@mellamomatt

Top Mentioned in G9:
@tourismbh
@bahraintourism
@experienceoman
@omanmht
@buzztravel_in

Top Mentioned in G10:
@germaxasgarage
@wekesa_amos
@ingenious_u
@nelsonssenyange
@tourismboardug
@kagutamuseveni
@kkariisa
@ainomugishaalex

Top Tweeters
Top Tweeters in Entire Graph:
@bmurphypointman
@collegemenfess
@charlesfrize
@bumkth_lovely
@dynamicfrize
@rogeriofreeyes
@mekalapugazh
@lostgirl2323
@philippinestar
@patnspankme

Top Tweeters in G1:
@bumkth_lovely
@coco79499610
@joytkkland
@pwetnitaehyung
@loveismay0420
@decalcotaenia
@prdpor
@onyourside1230
@kitten_suby
@rhkookv10

Top Tweeters in G2:
@mekalapugazh
@mmdkasim91
@senthilchandr
@imsuryatrichy
@tara_views
@srijyo10
@tnpoliticsbot
@dinesh_5raja
@manoj100579
@parimalap77

Top Tweeters in G3:
@lostgirl2323
@patnspankme
@jimmerthatisall
@leftarmisme
@hatfieldanne
@lmwortho
@unfitz
@larrystwin99
@nevernicethings
@hollywoodcruz27

Top Tweeters in G4:
@sdu_mpembe
@jamescapetown
@hadebem2
@osipuka
@iammallashi
@thejaxblog
@tourist_ms
@ttofficialsa
@neomerafi
@sontondlovu

Top Tweeters in G5:
@ayomiposi__
@aposthricegreat
@praytorafa
@rxmvns
@davjjames
@ajzxne
@ajthe__man
@longliveuyi
@le_weeknd
@zinovinci

Top Tweeters in G6:
@augustinenumshi
@wakawaka_doctor
@mohoney01
@sorosokemedia
@changenigeriaa
@iamabdallah01
@ndoroshaz
@_nanaamofah
@ifyforever
@yaw_cristo_gh

Top Tweeters in G7:
@staradvertiser
@tosayboldly
@joaneisenstodt
@stephan_harper
@ustravel
@meetingstoday
@vermonttourism
@pcmahq
@iaee_hq
@hsmai

Top Tweeters in G8:
@wandering_jones
@nvrheardofyou
@404t2k
@levinsonarwin
@artfromabove
@jennadixonphoto
@santiogu
@reader_outside
@thewickedhunt
@tom__quan

Top Tweeters in G9:
@omanmht
@ranvirnayar
@_varshasingh_
@experienceoman
@indiaoutbound
@suneelyadav547
@tourismbh
@mohamma95564370
@buzztravel_in
@bahraintourism

Top Tweeters in G10:
@mujuziemmak
@nelsonssenyange
@kkariisa
@ainomugishaalex
@kiyonga_jr
@govuganda
@kagutamuseveni
@ingenious_u
@wekesa_amos
@germaxasgarage


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