Expedia, Twitter, 12/6/2018 5:30:23 PM, 177637


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Expedia_2018-12-06_09-22-35.xlsx
Expedia_2018-12-06_09-22-35.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
December 06, 2018
Short Description:
Expedia via NodeXL http://bit.ly/2RyFl5I
@expedia
@itmediasentinel
@inguatprensa
@aishaalmuslim
@rbolanos_pl
@stevelauro
@worldtravelfeet
@viajaconmariana
@checoesquinca
@guiahispana_ca

Top hashtags:
#expedia
#travel
#deals
#hotels
#flights
#newyork
#inguat
#馬来西亜

Description:
Description
The graph represents a network of 213 Twitter users whose recent tweets contained "Expedia", 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 Thursday, 06 December 2018 at 17:24 UTC.

The tweets in the network were tweeted over the 3-hour, 51-minute period from Thursday, 06 December 2018 at 13:29 UTC to Thursday, 06 December 2018 at 17:21 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 : 213
Unique Edges : 269
Edges With Duplicates : 341
Total Edges : 610
Self-Loops : 338
Reciprocated Vertex Pair Ratio : 0.038135593220339
Reciprocated Edge Ratio : 0.073469387755102
Connected Components : 63
Single-Vertex Connected Components : 38
Maximum Vertices in a Connected Component : 101
Maximum Edges in a Connected Component : 275
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.993459
Graph Density : 0.00542563557445301
Modularity : 0.389521
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[5] http://www.expedia.com/
[4] https://skift.com/2018/12/06/expedia-to-hoteliers-vacation-rentals-wont-steal-your-business/
[3] https://gt.transdoc.com/articulos/Noticias-Nacionales/Noticias-Nacionales-al-instante-diciembre-06-jueves/70791#820
[3] https://pointsmilesandmartinis.boardingarea.com/2018/12/expedia-activities-30-off-40-code/
[3] https://welove.expedia.co.jp/destination/japan/40801/
[3] https://www.travelhoteltours.com/2018/06/baccarat-hotel-and-residences-new-york.html
[2] https://info.advertising.expedia.com/2018-partner-awards
[2] https://www.edealsetc.com/coupon/30-off-activity-bookings-with-expedia-coupon-code/
[2] https://www.hotelnewsresource.com/article103007.html?utm_source=dlvr.it&utm_medium=twitter
[2] https://ratamundo.com/2018/12/06/cupon-de-descuento-de-30-dolares-en-actividades-de-expedia/

Top URLs in Tweet in G1:
[4] http://www.expedia.com/
[2] https://pointsmilesandmartinis.boardingarea.com/2018/12/expedia-activities-30-off-40-code/
[2] https://www.hotelnewsresource.com/article103007.html?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.edealsetc.com/coupon/30-off-activity-bookings-with-expedia-coupon-code/
[1] https://trawelltube.com/bali-vacation-travel-guide-expedia/
[1] http://www.hotukdeals.com/deals/30-off-40-spend-on-selected-days-out-activities-wcode-expedia-eg-2-adults-1-child-ticket-london-zoo-was-5685-now-2685-3129810
[1] https://tickerreport.com/?p=3994549
[1] https://www.urlaubspiraten.at/sonstiges/mega-rabatt-bei-expedia-jetzt-aktivitaeten-zum-schnaeppchenpreis-zb-madame-tussauds-ab-6-euro_17305?utm_source=dlvr.it&utm_medium=twitter
[1] https://hotelsmarket.tumblr.com/post/180856159510/expedia-report-identifies-top-trends-in-travel-for#_=_
[1] http://dlvr.it/QszSBW

Top URLs in Tweet in G2:
[2] http://www.nodestinations.com/blog/thailand-healthy-vacation?utm_sq=fnxffjuuap&utm_source=Twitter&utm_medium=social&utm_campaign=nodestinations&utm_content=Tips
[1] https://eloqua.eyefortravel.com/LP=22367?extsource=twitter
[1] http://creating/
[1] https://www.ebates.com?ref_id=kpPgjpH55Qxp7aG3v8rpaw==&eeid=42184
[1] http://www.msn.com/en-us/travel/news/travelers-sought-out-secondary-cities-this-year-in-wake-of-overtourism-expedia/ar-BBQzL7g?ocid=st

Top URLs in Tweet in G5:
[3] https://gt.transdoc.com/articulos/Noticias-Nacionales/Noticias-Nacionales-al-instante-diciembre-06-jueves/70791#820
[1] https://info.advertising.expedia.com/2018-partner-awards

Top URLs in Tweet in G6:
[2] https://www.wsj.com/articles/travel-websites-push-experiences-1544106026

Top URLs in Tweet in G8:
[2] https://ratamundo.com/2018/12/06/cupon-de-descuento-de-30-dolares-en-actividades-de-expedia/

Top URLs in Tweet in G9:
[1] https://info.advertising.expedia.com/2018-partner-awards
[1] https://www.thedrum.com/news/2018/12/04/data-informed-creative-vs-creative-informed-data-expedia-group-media-solutions-head?utm_content=expedia%2Cbranded-content&utm_campaign=social&utm_source=twitter&utm_medium=tweet

Top URLs in Tweet in G10:
[4] https://skift.com/2018/12/06/expedia-to-hoteliers-vacation-rentals-wont-steal-your-business/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[295] expedia
[278] travel
[269] deals
[256] hotels
[254] flights
[23] newyork
[18] inguat
[11] 馬来西亜
[11] 乔治市
[11] 槟岛



Top Hashtags in Tweet in G1:
[16] expedia
[11] 馬来西亜
[11] 乔治市
[11] 槟岛
[11] agoda
[9] traveloka
[8] travel
[7] bookingcom
[6] hotel
[6] penang

Top Hashtags in Tweet in G2:
[1] explore18
[1] fraud
[1] expedia
[1] neveragain
[1] expediasucks
[1] loyalty
[1] eftai
[1] eftanalytics
[1] hotelnews
[1] hospitalitynews

Top Hashtags in Tweet in G4:
[1] quintanaroo
[1] expediapartnersawards2018

Top Hashtags in Tweet in G5:
[18] inguat
[6] guatemala
[3] nacionales

Top Hashtags in Tweet in G7:
[2] southdownsnationalpark

Top Hashtags in Tweet in G9:
[1] discovermoretexas
[1] explore18
[1] spon

Top Words
Top Words in Tweet in Entire Graph:
[117] Words in Sentiment List#1: Positive
[43] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[7240] Non-categorized Words
[7400] Total Words
[430] expedia
[307] travel
[273] deals
[263] hotels
[255] flights

Top Words in Tweet in G1:
[44] expedia
[20] travel
[15] hostel
[13] girls
[12] looking
[11] 宿舍只为女性
[11] 馬来西亜
[11] 乔治市
[11] 槟岛
[11] sogor

Top Words in Tweet in G2:
[29] expedia
[11] retweet
[11] interested
[11] reading
[11] story
[11] bait
[11] switch
[11] fraudsters
[11] operating
[11] hotelsdotcom

Top Words in Tweet in G3:
[4] designationsix
[4] foxnews
[4] danone
[4] dashlane
[4] dawndish
[4] dealdash
[4] dentek
[4] drscholls_shoes
[4] duluthtradingco
[4] duracell

Top Words in Tweet in G4:
[8] expedia
[8] gran
[6] evelynpintado
[4] cptqroo
[4] orgullo
[4] formamos
[4] parte
[4] equipo
[4] llevarnos
[4] premio

Top Words in Tweet in G5:
[37] expedia
[28] inguat
[23] group
[23] media
[18] guatemala
[17] solutions
[13] fue
[13] campaña
[13] premio
[12] inguatprensa

Top Words in Tweet in G6:
[10] travel
[5] excursions
[5] fast
[5] growing
[5] revenue
[5] stream
[5] online
[5] agencies
[5] lodging
[5] companies

Top Words in Tweet in G7:
[2] excellent
[2] day
[2] hosted
[2] southdownsnationalpark
[2] npexperiences
[2] deb
[2] brookes
[2] doing
[2] grand
[2] job

Top Words in Tweet in G8:
[10] dólares
[5] 30
[5] descuento
[5] actividades
[5] excursiones
[5] mínimo
[5] 40
[5] cena
[5] show
[5] buenos

Top Words in Tweet in G9:
[6] creative
[4] data
[4] informed
[3] expediamedia
[2] vs
[2] interview
[2] head
[2] partnerships
[2] angelique
[2] miller

Top Words in Tweet in G10:
[4] expedia
[4] hoteliers
[4] vacation
[4] rentals
[4] steal
[4] business
[3] skift

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[266] expedia,travel
[261] travel,deals
[254] hotels,flights
[248] deals,hotels
[38] ritz,carlton
[38] vacation,packages
[32] flight,hotel
[32] save,up
[30] packages,build
[30] build,flight

Top Word Pairs in Tweet in G1:
[11] 宿舍只为女性,馬来西亜
[11] 馬来西亜,乔治市
[11] 乔治市,槟岛
[11] 槟岛,sogor
[11] sogor,girls
[11] girls,dormitory
[11] dormitory,female
[11] agoda,expedia
[9] female,looking
[9] looking,hostel

Top Word Pairs in Tweet in G2:
[11] retweet,interested
[11] interested,reading
[11] reading,story
[11] story,bait
[11] bait,switch
[11] switch,fraudsters
[11] fraudsters,operating
[11] operating,hotelsdotcom
[11] hotelsdotcom,expedia
[10] secjuice,retweet

Top Word Pairs in Tweet in G3:
[4] designationsix,foxnews
[4] foxnews,danone
[4] danone,dashlane
[4] dashlane,dawndish
[4] dawndish,dealdash
[4] dealdash,dentek
[4] dentek,drscholls_shoes
[4] drscholls_shoes,duluthtradingco
[4] duluthtradingco,duracell
[3] itmediasentinel,designationsix

Top Word Pairs in Tweet in G4:
[4] cptqroo,expedia
[4] gran,orgullo
[4] orgullo,formamos
[4] formamos,parte
[4] parte,gran
[4] gran,equipo
[4] equipo,llevarnos
[4] llevarnos,premio
[4] premio,expedia
[4] expedia,latin

Top Word Pairs in Tweet in G5:
[23] expedia,group
[23] group,media
[17] media,solutions
[12] premio,expedia
[12] explora,guatemala
[12] guatemala,corazón
[12] corazón,mundo
[12] mundo,maya
[7] campaña,mercadeo
[7] mercadeo,explora

Top Word Pairs in Tweet in G6:
[5] travel,excursions
[5] excursions,fast
[5] fast,growing
[5] growing,revenue
[5] revenue,stream
[5] stream,online
[5] online,travel
[5] travel,agencies
[5] agencies,lodging
[5] lodging,companies

Top Word Pairs in Tweet in G7:
[2] excellent,day
[2] day,hosted
[2] hosted,southdownsnationalpark
[2] southdownsnationalpark,npexperiences
[2] npexperiences,deb
[2] deb,brookes
[2] brookes,doing
[2] doing,grand
[2] grand,job
[2] job,helping

Top Word Pairs in Tweet in G8:
[5] 30,dólares
[5] dólares,descuento
[5] descuento,actividades
[5] actividades,excursiones
[5] excursiones,mínimo
[5] mínimo,40
[5] 40,dólares
[5] dólares,cena
[5] cena,show
[5] show,buenos

Top Word Pairs in Tweet in G9:
[2] data,informed
[2] informed,creative
[2] creative,vs
[2] vs,creative
[2] creative,informed
[2] informed,data
[2] data,interview
[2] interview,expediamedia
[2] expediamedia,head
[2] head,creative

Top Word Pairs in Tweet in G10:
[4] expedia,hoteliers
[4] hoteliers,vacation
[4] vacation,rentals
[4] rentals,steal
[4] steal,business
[2] business,skift

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@travelbagtours
@expedia
@hotelsdotcom
@inguatprensa
@secjuice
@rbolanos_pl
@sogor_girls
@cptqroo
@aishaalmuslim
@foxnews

Top Mentioned in G1:
@sogor_girls

Top Mentioned in G2:
@expedia
@hotelsdotcom
@secjuice
@dbandyo
@viceroyhotels
@mastercard
@willow_dale_es
@nodestinations

Top Mentioned in G3:
@foxnews
@danone
@dashlane
@dawndish
@dealdash
@dentek
@drscholls_shoes
@duluthtradingco
@duracell
@itmediasentinel

Top Mentioned in G4:
@cptqroo
@expedia
@carlosjoaquin
@darioflota
@haideserrano
@marisolvanegasp
@youneedpr
@robertogaudelli
@rivieramaya
@patadegatotv

Top Mentioned in G5:
@inguatprensa
@rbolanos_pl
@expedia
@transdocnoticia
@gtliberal
@economia_pl

Top Mentioned in G6:
@aishaalmuslim
@tripadvisor
@bookingcom
@expedia
@airbnb
@marriottintl
@hyatt
@phocuswright
@euromonitor
@wsj

Top Mentioned in G7:
@npexperiences
@southdownsjojo
@expwestsussex
@debbrookes_dbcs
@tourismmark
@sdnpa
@coastalwestsx
@chrisdbrant
@nature_nick

Top Mentioned in G8:
@adrianratam
@infoviajera
@carreteandoblog
@elviajeamado
@pablok75
@juanoflyer
@spottersarg

Top Mentioned in G9:
@expediamedia
@traveltexas
@thedrum

Top Mentioned in G10:
@skift
@denschaal

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@tickerreport
@prensa_libre
@stocknewstimes
@rockcheetah
@foxnews
@sherrikuczeryk
@ghanatube
@aircanada
@therickwilson

Top Tweeters in G1:
@tickerreport
@stocknewstimes
@rockcheetah
@ghanatube
@newstermer
@hotukdeals
@pogowasright
@_deepskinbeauty
@friendsflying
@couponproblog

Top Tweeters in G2:
@expedia
@m3sm4r
@mastercard
@hotelsdotcom
@nodestinations
@irollo
@bakedmike32
@eyefortravel
@hotelbusiness
@keyaesthetics

Top Tweeters in G3:
@foxnews
@ford
@eharmony
@designationsix
@experian
@jeanne1of2
@esurance
@dashlane
@itmediasentinel
@duluthtradingco

Top Tweeters in G4:
@worldtravelfeet
@patadegatotv
@evelynpintado
@pdelcarmentv
@rivieramaya
@haideserrano
@robertogaudelli
@carlosjoaquin
@checoesquinca
@viajaconmariana

Top Tweeters in G5:
@prensa_libre
@diariodeca
@canalantigua
@noticiasgt_
@transdocnoticia
@trascendere
@economia_pl
@inguatprensa
@jorgemachajon
@gtliberal

Top Tweeters in G6:
@wsj
@bookingcom
@euromonitor
@airbnb
@nickimayonews
@marriottintl
@phocuswright
@tripadvisor
@hyatt
@aishaalmuslim

Top Tweeters in G7:
@sdnpa
@chrisdbrant
@expwestsussex
@tourismmark
@coastalwestsx
@nature_nick
@southdownsjojo
@debbrookes_dbcs
@npexperiences

Top Tweeters in G8:
@pablok75
@infoviajera
@juanoflyer
@carreteandoblog
@spottersarg
@adrianratam
@elviajeamado
@_paqueta

Top Tweeters in G9:
@thedrum
@traveltexas
@lizaworks
@expediamedia
@proofadv

Top Tweeters in G10:
@skift
@denschaal
@sean_oneill
@bareayoso