Overtourism, Twitter, 3/16/2021 4:07:40 AM, 250717


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Overtourism Twitter NodeXL SNA Map and Report for Tuesday, 16 March 2021 at 01:31 UTC
Overtourism Twitter NodeXL SNA Map and Report for Tuesday, 16 March 2021 at 01:31 UTC
From:
marc_smith
Uploaded on:
March 16, 2021
Short Description:
Overtourism via NodeXL https://bit.ly/3qMlroN
@drragreen
@brianjaffa
@morvc
@thecockburn
@unseenjapansite
@kompasiana
@cnntravel
@addictedtotweed
@taceyrychter
@juliathelast

Top hashtags:
#overtourism
#edinburgh
#venedig
#corona
#travel
#tourism
#festivalisation

Description:
Description
The graph represents a network of 176 Twitter users whose recent tweets contained "Overtourism", 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 Tuesday, 16 March 2021 at 01:32 UTC.

The tweets in the network were tweeted over the 7-day, 15-hour, 45-minute period from Monday, 08 March 2021 at 08:19 UTC to Tuesday, 16 March 2021 at 00:04 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 : 191
Unique Edges : 259
Edges With Duplicates : 174
Total Edges : 433
Number of Edge Types : 5
Mentions : 202
Retweet : 54
Tweet : 89
MentionsInRetweet : 37
Replies to : 51
Self-Loops : 89
Reciprocated Vertex Pair Ratio : 0.0701754385964912
Reciprocated Edge Ratio : 0.131147540983607
Connected Components : 63
Single-Vertex Connected Components : 35
Maximum Vertices in a Connected Component : 50
Maximum Edges in a Connected Component : 226
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.345168
Graph Density : 0.00672361532102508
Modularity : 0.511231
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 176 Twitter users whose recent tweets contained "Overtourism", 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 Tuesday, 16 March 2021 at 01:32 UTC.

The tweets in the network were tweeted over the 7-day, 15-hour, 45-minute period from Monday, 08 March 2021 at 08:19 UTC to Tuesday, 16 March 2021 at 00:04 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 : TwitterSearch
Graph Term : Overtourism
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:
[8] https://www.scotsman.com/news/opinion/columnists/edinburgh-festivals-future-needs-a-mature-discussion-brian-ferguson-3159953
[8] https://edition.cnn.com/travel/article/uffizi-diffusi-tuscany-galleries-overtourism/index.html
[5] http://www.kompasiana.com/tonnysy/604ae2b28ede485c6d3bd6c3/fenomena-overtourism-di-destinasi-wisata-terkenal?utm_source=dlvr.it&utm_medium=twitter
[5] https://www.sueddeutsche.de/reise/urlaub-nachhaltigkeit-overtourism-corona-venedig-mallorca-1.5229483?reduced=true
[5] https://www.cnn.com/travel/article/uk-destinations-tourism-return/index.html
[4] https://www.sueddeutsche.de/1.5229483?utm_source=Twitter&utm_medium=twitterbot&utm_campaign=1.5229483
[4] https://us02web.zoom.us/webinar/register/WN_KV8F1Qe1THyioVHrAS92EQ?fbclid=IwAR0CqDrWptQlt5JGuqlNsLUti36S6rD1Flj6M6ZYEgel8sCJR0Ae3FZyqbs
[4] https://unseenjapan.com/tourism-pollution/
[3] https://adventure.com/venice-smart-control-room-overtourism/?utm_content=veniceovertourism2021&utm_medium=social&utm_source=twitter
[3] https://www.cnn.com/travel/article/uffizi-diffusi-tuscany-galleries-overtourism/index.html

Top URLs in Tweet in G1:
[5] https://www.sueddeutsche.de/reise/urlaub-nachhaltigkeit-overtourism-corona-venedig-mallorca-1.5229483?reduced=true
[2] https://www.sueddeutsche.de/1.5229483?utm_source=Twitter&utm_medium=twitterbot&utm_campaign=1.5229483
[2] https://www.marketingarena.it/2021/03/12/il-turista-di-domani-tra-personalizzazione-e-fuga-dallovertourism/
[2] https://labusa.info/overtourism-in-montagna-quali-soluzioni/
[1] https://www.washingtonpost.com/travel/2021/02/22/digital-nomad-visas-covid/
[1] https://infonodes.org/marla
[1] https://hollydayz.com/2019/11/05/is-too-much-tourism-bad-overtourism-with-kim-hawk/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[1] https://www.nytimes.com/2021/03/07/travel/hawaii-covid-tourism.html
[1] https://www.nytimes.com/2021/03/07/travel/hawaii-covid-tourism.html?smid=tw-share
[1] https://trib.al/qn06wDD

Top URLs in Tweet in G2:
[6] https://www.scotsman.com/news/opinion/columnists/edinburgh-festivals-future-needs-a-mature-discussion-brian-ferguson-3159953
[5] http://www.kompasiana.com/tonnysy/604ae2b28ede485c6d3bd6c3/fenomena-overtourism-di-destinasi-wisata-terkenal?utm_source=dlvr.it&utm_medium=twitter
[4] https://unseenjapan.com/tourism-pollution/
[2] https://www.nytimes.com/2021/03/07/travel/hawaii-covid-tourism.html
[2] https://www.pressandjournal.co.uk/fp/news/highlands/2959861/visitor-numbers/?utm_source=twitter
[2] https://www.youtube.com/watch?v=A6nIsRKjF1E&feature=youtu.be

[1] https://www.nytimes.com/interactive/2021/03/07/travel/covid-travel-tourism.html
[1] https://trib.al/pRJcmbi
[1] https://trib.al/zXqAQih
[1] https://www.kompasiana.com/tonnysy/604ae2b28ede485c6d3bd6c3/fenomena-overtourism-di-destinasi-wisata-terkenal

Top URLs in Tweet in G3:
[2] https://www.scotsman.com/whats-on/arts-and-entertainment/edinburgh-festival-fringe-organisers-admit-2021-comeback-hopes-are-in-limbo-3156714
[1] https://www.scotsman.com/news/opinion/columnists/edinburgh-festivals-future-needs-a-mature-discussion-brian-ferguson-3159953
[1] https://medium.com/@gordonrobertson_28321/marketing-edinburgh-speech-13-dec-2018-a1a227148f5d

Top URLs in Tweet in G4:
[8] https://edition.cnn.com/travel/article/uffizi-diffusi-tuscany-galleries-overtourism/index.html
[3] https://adventure.com/venice-smart-control-room-overtourism/?utm_content=veniceovertourism2021&utm_medium=social&utm_source=twitter
[3] https://www.cnn.com/travel/article/uk-destinations-tourism-return/index.html
[2] https://www.cnn.com/travel/article/uffizi-diffusi-tuscany-galleries-overtourism/index.html
[1] https://edition.cnn.com/travel/amp/uffizi-diffusi-tuscany-galleries-overtourism/index.html?__twitter_impression=true

Top URLs in Tweet in G5:
[3] https://twitter.com/DA_Anderson/status/1368540842521206786
[1] https://www.scotsman.com/news/opinion/columnists/edinburgh-festivals-future-needs-a-mature-discussion-brian-ferguson-3159953
[1] https://www.cockburnassociation.org.uk/news/tourism/a-warning-shot-across-our-bows/
[1] https://twitter.com/xvrmdf/status/1368649670453559296

Top URLs in Tweet in G7:
[1] https://www.outsideonline.com/2421676/everest-photo-ban-nepal-government-rule
[1] https://www.theguardian.com/world/2021/mar/09/charge-more-for-flights-to-deter-tourists-and-help-the-planet-says-air-nz-adviser
[1] https://kjzz.org/content/1665515/arizona-lawmakers-may-give-cities-more-tools-regulate-short-term-rentals-probably

Top URLs in Tweet in G8:
[2] https://www.youtube.com/watch?v=XhboS8uXhaE&feature=youtu.be


Top URLs in Tweet in G9:
[2] https://skift.com/2021/03/12/drop-in-new-covid-cases-gives-a-boost-to-long-stalled-travel-performance-skift-recovery-index/?utm_content=157621409&utm_medium=social&utm_source=twitter&hss_channel=tw-374822255
[2] https://www.telegraaf.nl/nieuws/1259943180/hoofdstad-teruggefloten-over-airbnb-verbod?utm_source=t.co&utm_medium=referral&utm_campaign=twitter
[2] https://fd.nl/weekend/1377003/aan-boord-van-de-msc-grandiosa-mag-alles-wat-thuis-verboden-is?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1615563947
[2] https://takeabreak.co/ZXN1JL
[2] https://chat.whatsapp.com/KNKL2iylF6LI7Hfl4dCmak
[2] https://nordesteconomia.gelocal.it/imprese/2021/03/09/news/il-modello-msc-crociere-ecco-come-abbiamo-riportato-a-bordo-le-persone-in-sicurezza-1.40004437?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.ft.com/content/80ffc63d-a88d-4d95-9252-ff7054747515

Top URLs in Tweet in G10:
[1] https://www.forbes.com/sites/jamesellsmoor/2019/04/26/cruise-ship-pollution-is-causing-serious-health-and-environmental-problems/

Top Domains
Top Domains in Tweet in Entire Graph:
[18] cnn.com
[13] sueddeutsche.de
[10] scotsman.com
[10] twitter.com
[6] kompasiana.com
[5] nytimes.com
[5] adventure.com
[4] youtube.com
[4] trib.al
[4] zoom.us

Top Domains in Tweet in G1:
[8] sueddeutsche.de
[3] twitter.com
[2] nytimes.com
[2] cnn.com
[2] marketingarena.it
[2] labusa.info
[2] vestorly.com
[1] washingtonpost.com
[1] infonodes.org
[1] hollydayz.com

Top Domains in Tweet in G2:
[6] kompasiana.com
[6] scotsman.com
[4] unseenjapan.com
[3] nytimes.com
[3] co.uk
[2] trib.al
[2] youtube.com
[1] twitter.com
[1] theguardian.com
[1] irishnews.com

Top Domains in Tweet in G3:
[3] scotsman.com
[1] medium.com

Top Domains in Tweet in G4:
[14] cnn.com
[3] adventure.com

Top Domains in Tweet in G5:
[4] twitter.com
[1] scotsman.com
[1] org.uk

Top Domains in Tweet in G7:
[1] outsideonline.com
[1] theguardian.com
[1] kjzz.org

Top Domains in Tweet in G8:
[2] youtube.com

Top Domains in Tweet in G9:
[2] skift.com
[2] telegraaf.nl
[2] fd.nl
[2] takeabreak.co
[2] whatsapp.com
[2] gelocal.it
[1] ft.com

Top Domains in Tweet in G10:
[1] forbes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[47] overtourism
[12] edinburgh
[8] venedig
[8] corona
[8] travel
[8] tourism
[8] festivalisation
[4] szplus
[4] wildlife
[4] conservation



Top Hashtags in Tweet in G1:
[7] overtourism
[2] tourism
[2] szplus
[2] travel
[2] hospitality
[1] traveltips
[1] tips2liveby
[1] hawaii
[1] rethink
[1] pandemic

Top Hashtags in Tweet in G2:
[17] overtourism
[9] edinburgh
[7] festivalisation
[4] economy
[4] unseenjapan
[4] tourism
[4] travel
[2] scotland
[2] rfsd2021
[2] dubrovnik

Top Hashtags in Tweet in G3:
[2] edfringe

Top Hashtags in Tweet in G4:
[3] uffizidiffusi
[2] tuscany
[2] overtourism
[1] italy
[1] uffizigallery
[1] travelmatters
[1] travelinspirations
[1] scattereduffizi
[1] art
[1] tourism

Top Hashtags in Tweet in G5:
[2] edinburgh
[2] overtourism
[1] festivalisation
[1] commongood
[1] residentialcity

Top Hashtags in Tweet in G6:
[8] venedig
[8] corona
[8] overtourism

Top Hashtags in Tweet in G7:
[3] overtourism

Top Hashtags in Tweet in G10:
[1] socialsecurityforall

Top Words
Top Words in Tweet in Entire Graph:
[79] overtourism
[48] #overtourism
[43] tourism
[32] die
[31] people
[25] brianjaffa
[25] more
[24] thecockburn
[21] thespurtle
[21] drsimonwoodward

Top Words in Tweet in G1:
[24] overtourism
[10] tourism
[8] die
[7] #overtourism
[7] reisen
[6] nachhaltigkeit
[5] sehnsucht
[5] urlaub
[5] wisata
[3] travel

Top Words in Tweet in G2:
[17] #overtourism
[12] residential
[11] overtourism
[10] tourism
[8] reduce
[7] world
[7] heritage
[7] site
[7] #festivalisation
[6] wisata

Top Words in Tweet in G3:
[4] scotsman_arts
[4] edinburgh
[4] thescotsman
[3] city
[3] overtourism
[2] important
[2] interventions
[2] edfests
[2] edinburgh_cc
[2] culturescotgov

Top Words in Tweet in G4:
[15] overtourism
[10] italy
[10] way
[10] combat
[10] cnntravel
[7] juliathelast
[4] #uffizidiffusi
[3] #overtourism
[3] frontier
[2] venice

Top Words in Tweet in G5:
[23] brianjaffa
[22] thecockburn
[20] thespurtle
[20] drsimonwoodward
[18] gavinkbarrie
[16] mangowhizz
[13] tattoo
[10] joycemcm
[9] peterbrownbarra
[7] city

Top Words in Tweet in G6:
[16] krise
[8] überschriften
[8] grenzenlose
[8] sehnsucht
[8] corona
[8] reisen
[8] lese
[8] kriege
[8] wieder
[8] #venedig

Top Words in Tweet in G7:
[3] #overtourism
[3] more
[2] photos

Top Words in Tweet in G8:
[2] overtourism
[2] rethinking
[2] tourism
[2] kesangkinzom
[2] manshiasher
[2] thewire_in
[2] theprintindia
[2] jairamthakurbjp
[2] govind4betterhp
[2] ani

Top Words in Tweet in G9:
[6] msc
[6] grandiosa
[4] europa
[3] industry
[2] skift
[2] research
[2] day
[2] uk
[2] pm
[2] provided

Top Words in Tweet in G10:
[7] emmavigeland
[7] benmank77
[5] ships
[5] cruise
[4] jgdefibaugh
[3] bootstraps
[3] sentonei
[2] one
[2] state
[2] tour

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[23] thecockburn,brianjaffa
[21] drsimonwoodward,thecockburn
[17] mangowhizz,gavinkbarrie
[14] combat,overtourism
[13] gavinkbarrie,drsimonwoodward
[12] italy,way
[12] way,combat
[12] thespurtle,mangowhizz
[11] grenzenlose,sehnsucht
[11] joycemcm,thespurtle

Top Word Pairs in Tweet in G1:
[6] reisen,nachhaltigkeit
[3] nachhaltigkeit,grenzenlose
[3] grenzenlose,sehnsucht
[3] nachhaltigkeit,urlaub
[3] urlaub,anderen
[3] solve,overtourism
[3] fenomena,overtourism
[3] destinasi,wisata
[2] italy,way
[2] way,combat

Top Word Pairs in Tweet in G2:
[7] heritage,site
[6] discussion,eventually
[6] eventually,acknowledge
[6] acknowledge,#edinburgh's
[6] #edinburgh's,world
[6] world,heritage
[6] site,residential
[6] residential,massive
[6] massive,intensification
[6] intensification,festivals

Top Word Pairs in Tweet in G3:
[2] thescotsman,edfests
[2] edfests,edinburgh
[2] edinburgh,edinburgh_cc
[2] edinburgh_cc,culturescotgov
[2] exclusive,edfringe
[2] edfringe,chief
[2] chief,executive
[2] executive,shona
[2] shona,mccarthy
[2] mccarthy,current

Top Word Pairs in Tweet in G4:
[10] italy,way
[10] way,combat
[10] combat,overtourism
[10] overtourism,cnntravel
[4] cnntravel,juliathelast
[3] overtourism,frontier
[2] venice,overtourism
[2] overtourism,cruise
[2] cruise,ships
[2] ships,daytrippers

Top Word Pairs in Tweet in G5:
[22] thecockburn,brianjaffa
[20] drsimonwoodward,thecockburn
[16] mangowhizz,gavinkbarrie
[12] gavinkbarrie,drsimonwoodward
[11] thespurtle,mangowhizz
[10] joycemcm,thespurtle
[6] gavinkbarrie,thespurtle
[6] thespurtle,drsimonwoodward
[4] peterbrownbarra,joycemcm
[4] brianjaffa,tattoo

Top Word Pairs in Tweet in G6:
[8] überschriften,grenzenlose
[8] grenzenlose,sehnsucht
[8] sehnsucht,corona
[8] corona,reisen
[8] reisen,lese
[8] lese,kriege
[8] kriege,wieder
[8] wieder,krise
[8] krise,#venedig
[8] #venedig,befürchten

Top Word Pairs in Tweet in G8:
[2] overtourism,rethinking
[2] rethinking,tourism
[2] tourism,kesangkinzom
[2] kesangkinzom,manshiasher
[2] manshiasher,thewire_in
[2] thewire_in,theprintindia
[2] theprintindia,jairamthakurbjp
[2] jairamthakurbjp,govind4betterhp
[2] govind4betterhp,ani

Top Word Pairs in Tweet in G9:
[6] msc,grandiosa
[2] skift,research
[2] research,day
[2] day,uk
[2] uk,pm
[2] pm,provided
[2] provided,opening
[2] opening,timeline
[2] timeline,bookings
[2] bookings,popular

Top Word Pairs in Tweet in G10:
[6] emmavigeland,benmank77
[4] jgdefibaugh,emmavigeland
[3] cruise,ships
[2] benmank77,bootstraps
[2] tour,ships
[2] sentonei,jgdefibaugh
[2] ships,shouldn
[2] shouldn,exist

Top Replied-To
Top Replied-To in Entire Graph:
@peterbrownbarra
@joycemcm
@mangowhizz
@sentonei
@propertylies
@emmavigeland
@z_abfalter
@geraldsrecht
@lizsummerfield1
@thespurtle

Top Replied-To in G2:
@lizsummerfield1

Top Replied-To in G3:
@morvc
@brianjaffa

Top Replied-To in G5:
@peterbrownbarra
@joycemcm
@mangowhizz
@propertylies
@thespurtle
@lizsummerfield1
@gavinkbarrie
@drsimonwoodward
@thecockburn

Top Replied-To in G10:
@sentonei
@emmavigeland
@empty_paradox
@jgdefibaugh
@benmank77

Top Mentioned
Top Mentioned in Entire Graph:
@brianjaffa
@thecockburn
@drsimonwoodward
@thespurtle
@gavinkbarrie
@mangowhizz
@cnntravel
@juliathelast
@joycemcm
@benmank77

Top Mentioned in G2:
@pressjournal
@tariro
@grad_dubrovnik
@nytimestravel
@propertylies
@peterbrownbarra
@joycemcm
@thespurtle
@mangowhizz
@gavinkbarrie

Top Mentioned in G3:
@scotsman_arts
@thescotsman
@edfests
@edinburgh
@edinburgh_cc
@culturescotgov
@edfringe
@etag_uk
@thecockburn
@edinburghwh

Top Mentioned in G4:
@cnntravel
@juliathelast
@uffizigalleries

Top Mentioned in G5:
@brianjaffa
@thecockburn
@drsimonwoodward
@thespurtle
@gavinkbarrie
@mangowhizz
@joycemcm
@peterbrownbarra
@placeedinburgh
@propertylies

Top Mentioned in G7:
@outsidemagazine
@svatikirsten
@guardian
@elle_hunt
@zora
@kjzzphoenix
@markwbrodie

Top Mentioned in G8:
@kesangkinzom
@manshiasher
@thewire_in
@theprintindia
@jairamthakurbjp
@govind4betterhp
@ani

Top Mentioned in G9:
@telegraaf

Top Mentioned in G10:
@benmank77
@emmavigeland
@jgdefibaugh

Top Tweeters
Top Tweeters in Entire Graph:
@freiewelteu
@guardian
@kompasiana
@telegraaf
@samir_patil
@ani
@nytimes
@larossa05
@thescotsman
@sz_topnews

Top Tweeters in G1:
@freiewelteu
@sz_topnews
@msnindonesia
@sz
@kompasekonomi
@surfon
@travelbizopp
@philatravelgirl
@alexruggieri_
@travelingbook

Top Tweeters in G2:
@kompasiana
@pressjournal
@kekeysriana
@nytimestravel
@unseenjapansite
@helenma14373119
@arcanabunny
@strreform
@edinbronian
@airisaiia

Top Tweeters in G3:
@thescotsman
@scotsman_arts
@brianjaffa
@edinburgh_cc
@edinburgh
@davidjarratt1
@edfringe
@edinchamber
@adamrmcvey
@sto_paul

Top Tweeters in G4:
@grazianig
@juliathelast
@johngcwood
@cnntravel
@cysusttourism
@uffizigalleries
@adventurecom
@culinarytourist
@traveltf
@juliamhammond

Top Tweeters in G5:
@peterbrownbarra
@drsimonwoodward
@gavinkbarrie
@addictedtotweed
@thecockburn
@joycemcm
@thespurtle
@jackiekemp
@mangowhizz
@placeedinburgh

Top Tweeters in G6:
@larossa05
@planetinspace
@demon81
@shilomaedel
@herrmaennchen
@carlogiugie
@petrareski
@johanna_wieland

Top Tweeters in G7:
@guardian
@outsidemagazine
@kjzzphoenix
@zora
@trevorhuxham
@svatikirsten
@elle_hunt
@markwbrodie

Top Tweeters in G8:
@ani
@theprintindia
@thewire_in
@jairamthakurbjp
@manshiasher
@govind4betterhp
@kesangkinzom
@mukeshth1729

Top Tweeters in G9:
@telegraaf
@fd_nieuws
@skift
@nuova_venezia
@_mikemuller
@overtourism
@saludypreven

Top Tweeters in G10:
@emmavigeland
@benmank77
@empty_paradox
@sentonei
@jgdefibaugh


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