20120814 travel AND mobile Twitter NodeXL SNA Map
20120814 travel AND mobile Twitter NodeXL SNA Map
From:
marc_smith
Uploaded on:
August 14, 2012
Description:
The graph represents a network of 1068 Twitter users whose recent tweets contained "travel AND mobile". The network was obtained on Tuesday, 14 August 2012 at 22:13 UTC. There is an edge for each follows relationship. There is an edge for each "replies-to" relationship in a tweet. There is an edge for each "mentions" relationship in a tweet. There is a self-loop edge for each tweet that is not a "replies-to" or "mentions". The tweets were made over the 6-day period from Thursday, 09 August 2012 at 22:25 UTC to Tuesday, 14 August 2012 at 21:52 UTC.

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.

The edge colors are based on relationship values. The edge widths are based on edge weight values. The edge opacities are based on edge weight values. The vertex sizes are based on followers values. The vertex opacities are based on followers values.

Overall Graph Metrics:
Vertices: 1068
Unique Edges: 5297
Edges With Duplicates: 624
Total Edges: 5921
Self-Loops: 1067
Reciprocated Vertex Pair Ratio: 0.468533668974198
Reciprocated Edge Ratio: 0.638097278765802
Connected Components: 296
Single-Vertex Connected Components: 279
Maximum Vertices in a Connected Component: 743
Maximum Edges in a Connected Component: 5456
Maximum Geodesic Distance (Diameter): 12
Average Geodesic Distance: 3.623353
Graph Density: 0.0040954547209615
Modularity: 0.377779
NodeXL Version: 1.0.1.221

Top 10 Vertices, Ranked by Betweenness Centrality:
tnooz
AxelKoster
lizstrauss
Travelzoo
MediaPost
Inspirationf
PhoCusWright
ILoveMyTrips
Marketingland
united

Top Replied-To in Entire Graph:
reachcast
dasding3
baseballtweets
jaspalbhatti69
fyfelifeisbest
nytimes
meteor_mobile
atimiscott
daveambrose
nielsenwire

Top Replied-To in G1:
jaspalbhatti69
baseballtweets
dasding3
zabkab
jacobpeach
stevegraham
geraintlewis
house_in_bali
jewemyahalan87
mekaymi_tensei

Top Replied-To in G2:
reachcast
nytimes
meteor_mobile
atimiscott
nprscottsimon
youngmommy

Top Replied-To in G3:
karan_smith
nielsenwire
bluefoxca

Top Replied-To in G4:
wbmonkeymonkey
theopaphitis
lidiceortiz

Top Replied-To in G5:
sether
karlwireless
daveambrose
americanair
kinball_cc
virginatlantic

Top Replied-To in G8:
fyfelifeisbest
darkhelmetlive

Top Replied-To in G9:
cheryl_peril
hibernianfcclub
cyberdoyle

Top Mentioned in Entire Graph:
tnooz
marketingland
ctfestofbeer
gaotg
mediapost
united
phocuswright
traktek
ilovemytrips
mrtuckbox

Top Mentioned in G1:
globeandmail
mediapost
jennison
adam_giambrone
zite
smh
qantasairways
citypress
dudamobile
women24

Top Mentioned in G2:
marketingland
tnooz
traktek
mediapost
gsterling
emarketer
inspirationf
hello_archer
adobedigmktg
seochester

Top Mentioned in G3:
tnooz
phocuswright
gezifesto
travelstreaming
bookpassage
cheapflights
skiftbot
mediapost
heritageconsult
newmediatravel

Top Mentioned in G4:
betterlivingny
ilovemytrips
tnooz
everplaces
bookpassage
sunwingvacay
travelnewspr
itravel2000
mediapost
justatraveler

Top Mentioned in G5:
united
shaig
babajob
schofields
adventeur
travelzoo
phocuswright
tnooz
sprintmifi3g4g
mifi

Top Mentioned in G6:
hugoboss
techtravelagent
marketingland
nocturnefirefay

Top Mentioned in G7:
ctfestofbeer
mrtuckbox
modelmental
kegkingsa
rogjorgensen
heritageconsult
clarktruter
british_airways

Top Mentioned in G8:
mobilesyrup
myfriendslike
d2dlondon

Top Mentioned in G9:
gaotg
wapwallis
mydestination
tnooz
paulbigland1
davesch7
marketingland
flybe

Top Mentioned in G10:
gaotg

Top URLs in Tweet in Entire Graph:
http://marketingland.com/study-50-percent-of-mobile-queries-in-travel-restaurants-autos-result-in-a-purchase-18404
http://www.tnooz.com/2012/08/09/news/nielsen-study-shows-travel-usage-trends-for-mobile-devices-infographic/
http://www.tnooz.com/2012/08/13/mobile/death-of-the-travel-postcard-as-mobiles-take-over/
http://www.tnooz.com/2012/08/13/mobile/death-of-the-travel-postcard-as-mobiles-take-over/?utm_source=Tnooz+Mailing+List&utm_medium=email&utm_campaign=d079f5b51a-RSS_EMAIL_CAMPAIGN
http://mobile.nytimes.com/2012/08/12/travel/south-africa-adds-beer-to-the-wine-list.xml
http://hotelmarketing.com/index.php/content/article/overcoming_the_mobile_research_booking_gap_in_travel
http://www.emarketer.com/Article.aspx?R=1009254&ecid=a6506033675d47f881651943c21c5ed4
http://m.travel.london2012.com
http://www.tnooz.com/2012/08/13/mobile/death-of-the-travel-postcard-as-mobiles-take-over/?utm_source=dlvr.it&utm_medium=twitter
http://www.united.com//

Top URLs in Tweet in G1:
http://mobile.news.com.au/travel/news/melbourne-adelaide-sydney-and-perth-among-the-worlds-most-liveable-cities/story-e6frfq80-1226450013367
http://www.tnooz.com/2012/08/09/news/nielsen-study-shows-travel-usage-trends-for-mobile-devices-infographic/
http://onehourheating.claytag.com/motorola-triumph-mobile-smartphone-tangle-free-retractable-home-wall-travel-charger-on-sale-now/
http://www.emarketer.com/Article.aspx?R=1009254
http://feedproxy.google.com/~r/Recent-Travel-Blogs-RSS/~3/eiB1ft2Bt-o/tpod.html?utm_source=twitterfeed&utm_medium=twitter
http://www.tnooz.com/2012/08/13/mobile/death-of-the-travel-postcard-as-mobiles-take-over/
http://CoverMe.com
http://www.ebay.in/itm/Asus-WL-330N3G-Wireless-N-Mobile-Pocket-Travel-3G-Router-Access-Point-Hotspot-/160710257116
http://mobile-batteries4u.info/cheap-verizon-lg-vx8300-vx5300-travelhomewall-battery-ac-charger-110-240v-reviews/?utm_source=twitterfeed&utm_medium=twitter
http://mobile-batteries4u.info/cheap-ezopower-all-in-one-dual-usb-car-and-ac-wall-travel-charger-numerous-options-to-easily-charge-up-2-usb-devices-ideal-for-ipod-iphone-htcsamsung-blackberry-lg-nokia-smartphones-nook/?utm_source=twitterfeed&utm_medium=twitter

Top URLs in Tweet in G2:
http://marketingland.com/study-50-percent-of-mobile-queries-in-travel-restaurants-autos-result-in-a-purchase-18404
http://www.emarketer.com/Article.aspx?R=1009254&ecid=a6506033675d47f881651943c21c5ed4
http://inspirationfeed.com/inspiration/infographics/how-mobile-technology-is-changing-world-travel/
http://www.mediapost.com/publications/article/180353/local-offers-relevance-drive-mobile-for-restauran.html
http://www.tnooz.com/2012/08/09/news/nielsen-study-shows-travel-usage-trends-for-mobile-devices-infographic/
http://arkarthick.com/2012/05/15/smart-mobile-commuters-apps/
http://www.emarketer.com/Article.aspx?R=1009254
http://trends.e-strategyblog.com/2012/08/10/percent-of-mobile-restaurants-auto-travel-searches-that-result-in-purchases-chart/2685?utm_source=Hootsuite&utm_medium=Social%20Media&utm_campaign=e-Strategy%20Trends&utm_content=Percent%20Of%20Mobile%20Restaurants%2C%20Auto%20%26%20Travel%20Searches%20That%20Result%20In%20Purchases%20%5BCHART%5D
http://www.businessweek.com/news/2012-08-13/google-to-buy-frommer-s-travel-publishing-assets-from-john-wiley
http://feeds.mediapost.com/~r/online-media-daily/~3/PH9uaVG34ws/travel-research-trumps-bookings-on-smartphones.html?utm_source=twitterfeed&utm_medium=twitter

Top URLs in Tweet in G3:
http://www.tnooz.com/2012/08/09/news/nielsen-study-shows-travel-usage-trends-for-mobile-devices-infographic/
http://hotelmarketing.com/index.php/content/article/overcoming_the_mobile_research_booking_gap_in_travel
http://www.tnooz.com/2012/08/13/mobile/death-of-the-travel-postcard-as-mobiles-take-over/?utm_source=Tnooz+Mailing+List&utm_medium=email&utm_campaign=d079f5b51a-RSS_EMAIL_CAMPAIGN
http://www.tnooz.com/2012/08/13/mobile/death-of-the-travel-postcard-as-mobiles-take-over/
http://www.tnooz.com/2012/08/13/mobile/death-of-the-travel-postcard-as-mobiles-take-over/?utm_source=dlvr.it&utm_medium=twitter
http://t.co
http://skift.com/2012/08/11/mobile-a-great-tool-for-travel-research-not-so-much-for-booking/
http://www.tnooz.com/2012/08/09/news/nielsen-study-shows-travel-usage-trends-for-mobile-devices-infographic/?utm_source=dlvr.it&utm_medium=twitter
http://networkedblogs.com/AR9hs
http://www.hotelmarketing.com/index.php/content/article/overcoming_the_mobile_research_booking_gap_in_travel/

Top URLs in Tweet in G4:
http://www.tnooz.com/2012/08/13/mobile/death-of-the-travel-postcard-as-mobiles-take-over/
http://www.lovemytrips.info/travel-media-stories/29258-staying-online-abroad-5-tips-for-saving-money-on-global-roaming.html
http://www.tnooz.com/2012/08/13/mobile/death-of-the-travel-postcard-as-mobiles-take-over/?utm_source=Tnooz+Mailing+List&utm_medium=email&utm_campaign=d079f5b51a-RSS_EMAIL_CAMPAIGN
http://mobile.sunwing.ca/
http://lovebusinesstraveller.com/manulife-financials-mobile-travel-packing-app-wins-three-international-awards/?utm_source=dlvr.it&utm_medium=twitter
http://pinterest.com/caribtraveler/caribbean-mobile-apps/
http://mobile.news.com.au/travel/travel-advisor/flashy-best-new-travel-gadgets/story-e6frfqfr-1226447429793
http://www.cruisewithbruce.com/blog/2012/07/mobile-nurse-smart-phone-app-for-travelers-hot-travel-apps-travel-app-expert/
http://www.netzero.net/?refcd=DRTV20
http://www.tnooz.com/2012/08/09/how-to/the-long-and-convoluted-road-to-a-mobile-travel-strategy-part-2-of-2/

Top URLs in Tweet in G5:
http://www.united.com//
http://www.tnooz.com/2012/08/13/mobile/death-of-the-travel-postcard-as-mobiles-take-over/
http://www.tnooz.com/2012/08/09/news/nielsen-study-shows-travel-usage-trends-for-mobile-devices-infographic/
http://news.google.com/news/url?sa=t&fd=R&usg=AFQjCNHInmvzYrKFf9J3fKbJ3zv8cfprmg&url=http://www.sacbee.com/2012/08/13/4721097/manulife-financials-mobile-travel.html
http://www.travel-impact-newswire.com/2012/07/world-bank-report-mobile-phone-access-reaches-75-of-planets-population/#axzz22jPqkDap
http://www.united.com/web/en-US/content/travel/wireless/default.aspx
http://www.travelzoo.com/mobile/?utm_source=twitter&utm_medium=twitter&utm_content=iphone&utm_campaign=app
http://www.novatelwireless.com/index.php?option=com_content&view=article&id=276:mifir-4082-intelligent-mobile-hotspot&catid=19:mifi&Itemid=12
http://www.flyerspulse.com/2012/08/13/security-washington-dulles-iad-real-time-wait-data-tsa-checkpoint-choices-video-analytics-main-terminal-east-west-displays-mobile-website-national-precheck-program-qualifications-transportation-dca-ge/
http://www.lovemytrips.info/travel-media-stories/29258-staying-online-abroad-5-tips-for-saving-money-on-global-roaming.html

Top URLs in Tweet in G6:
http://tourism9.com/manulife-financials-mobile-travel-packing-app-wins-three-international-awards/?utm_source=dlvr.it&utm_medium=twitter
http://mobile.hugoboss.com/portal/lp/spc/lcg/
http://www.amazon-best-selling.com/cradlepoint-ctr-500-travel-broadband-router-accessory-kit?utm_source=twitterfeed&utm_medium=twitter
http://blog.techtravelagent.com/2012/08/01/microsoft-announces-new-mobile-keyboards-and-mice-for-windows-8-tablets-and-laptops/
http://www.topix.com/travel/russia/2012/08/outside-lands-wins-the-internet-and-mobile-too?fromrss=1&utm_source=twitterfeed&utm_medium=twitter
http://my-flash-websites.com/
http://www.guardian.co.uk/technology/2012/aug/13/google-buys-frommers-travel-brand?utm_source=twitterfeed&utm_medium=twitter&utm_campaign=Guardian+Tech&utm_content=Mobile
http://marketingland.com/study-50-percent-of-mobile-queries-in-travel-restaurants-autos-result-in-a-purchase-18404
http://www.amazon.com/Tolo-Toys-Musical-Travel-Mobile/dp/B0037R8NTI?SubscriptionId=AKIAJJEKCBZRKG2BWJVQ&tag=stopsmoke111-20&linkCode=xm2&camp=2025&creative=165953&creativeASIN=B0037R8NTI
http://kashwealthsystem.com/mobile/2012/02/17/central-europe-travel-highlights-sealed-vhs-video-95min/

Top URLs in Tweet in G7:
http://mobile.nytimes.com/2012/08/12/travel/south-africa-adds-beer-to-the-wine-list.xml
http://buhalis.blogspot.de/2012/08/the-rising-mobile-tide-in-tourism-and.html
http://travel.iafrica.com/flights/810281.html

Top URLs in Tweet in G8:
http://mobilesyrup.com/2012/08/13/google-buys-frommers-to-boost-travel-planning-on-mobile-and-the-web/
http://myfriendslike.co.uk/place/soggy-doggy-oxfordshire
http://www.theadvocate.com.au/story/202832/top-apps-travel/?cs=33&utm_source=twitterfeed&utm_medium=twitter
http://www.smh.com.au/technology/technology-news/google-goes-for-travel-domination-20120814-246or.html?utm_source=twitterfeed&utm_medium=twitter
http://rss.feedsportal.com/c/34518/f/631681/s/226020a6/l/0L0Sfool0N0Cnews0Cxt0Cthemotleyfoolblognetwork0Cbeta0Bfool0N0Cpalwashas0C20A120C0A80C140Cmoment0Eof0Etruth0Efor0Etravel0Estocks0C940A10C0Baspx0Dsource0Fehesitrf0A0A0A0A0A0A1/story01.htm?utm_source=twitterfeed&utm_medium=twitter
http://www.eyefortravel.com/mobile-and-technology/html5-hype-or-hope
http://mobile.transportscotland.gov.uk/public-transport/concessionary-travel/young-persons-scheme
http://www.mobisheet.com/toronto/article/787821_Google_buys_Frommers_to_boost_travel_planning_on_mobile_and_the_web__redirect_bit_ly__OpfElg?utm_source=dlvr.it&utm_medium=twitter
http://feedproxy.google.com/~r/Mobilesyrup/~3/8PSiJW2db0I/?utm_source=twitterfeed&utm_medium=twitter
http://feeds.feedburner.com/~r/mobilesyrup/uhjM/~3/8PSiJW2db0I/?utm_source=feedburner&utm_medium=twitter&utm_campaign=ady_sut

Top URLs in Tweet in G9:
http://m.travel.london2012.com
http://m.travel.london2012.com/Input.aspx
http://www.tnooz.com/2012/08/07/how-to/the-long-and-convoluted-road-to-a-mobile-travel-strategy-part-1-of-2/
http://twitter.com/Prestwickuk
http://marketingland.com/study-50-percent-of-mobile-queries-in-travel-restaurants-autos-result-in-a-purchase-18404
http://mobilesyrup.com/2012/08/13/google-buys-frommers-to-boost-travel-planning-on-mobile-and-the-web/?utm_source=twitterfeed&utm_medium=twitter
http://www.flybe.com/corporate/media/news/1208/09.htm

Top URLs in Tweet in G10:
http://m.travel.london2012.com

Top Hashtags in Tweet in Entire Graph:
travel
mobile
link
ttot
iphone
infographic
seo
google
traveltuesday
apps

Top Hashtags in Tweet in G1:
travel
link
mobile
iphone
app
news
ios
free
tech
mobileweb

Top Hashtags in Tweet in G2:
mobile
travel
seo
autos
apps
search
online
conversion
restaurants
infographic

Top Hashtags in Tweet in G3:
travel
mobile
etourism
solomo
technology
iphone
hotelmarketing
infographic
ttot
tnooz

Top Hashtags in Tweet in G4:
travel
ttot
mobile
smtravel
traveltuesday
trend
marketfactorychile
pinterest
caribbean
apps

Top Hashtags in Tweet in G5:
travel
holidayrental
smart
iphone
free
deals
washington
dulles
airport
tsa

Top Hashtags in Tweet in G6:
olympic
tiasharp
awful
tech
travel

Top Hashtags in Tweet in G7:
lovecapetown
solomo
etourism
ttot
travel
holiday

Top Hashtags in Tweet in G8:
oxfordshire
pet
google
mobile

Top Hashtags in Tweet in G9:
airline
mobile
travel

Top Words in Tweet in Entire Graph:
travel
mobile
rt
via
tnooz
app
study
research
amp
restaurants

Top Words in Tweet in G1:
travel
mobile
app
charger
google
amp
home
t
car
via

Top Words in Tweet in G2:
mobile
travel
rt
restaurants
result
50
purchase
autos
queries
study

Top Words in Tweet in G3:
travel
mobile
tnooz
rt
via
infographic
devices
study
nielsen
postcard

Top Words in Tweet in G4:
travel
mobile
rt
postcard
mobiles
take
over
death
ttot
postcards

Top Words in Tweet in G5:
mobile
travel
rt
app
flight
via
weather
u
s
northeast

Top Words in Tweet in G6:
travel
mobile
wins
manulife
financial's
packing
app
three
international
awards

Top Words in Tweet in G7:
sa
ctfestofbeer
times
article
microbreweries
ny
journo
hosted
rt
mrtuckbox

Top Words in Tweet in G8:
travel
mobile
google
buys
frommer
s
boost
planning
web
rt

Top Words in Tweet in G9:
journey
mobile
plan
using
spectator
planner
games
venue
go
travel

Top Words in Tweet in G10:
journey
rt
gaotg
plan
games
venue
using
mobile
spectator
planner

Top Word Pairs in Tweet in Entire Graph:
mobile, travel
tnooz, via
travel, restaurants
mobile, devices
travel, postcard
mobile, queries
queries, travel
death, travel
autos, result
nielsen, study

Top Word Pairs in Tweet in G1:
mobile, travel
travel, packing
packing, app
app, wins
wins, three
three, international
international, awards
manulife, financial's
financial's, mobile
travel, charger

Top Word Pairs in Tweet in G2:
mobile, travel
travel, restaurants
mobile, queries
autos, result
queries, travel
result, purchase
restaurants, autos
percent, mobile
study, 50
50, percent

Top Word Pairs in Tweet in G3:
tnooz, via
mobile, devices
nielsen, study
death, travel
travel, postcard
postcard, mobiles
mobiles, take
take, over
research, booking
mobile, research

Top Word Pairs in Tweet in G4:
mobile, travel
travel, postcard
mobiles, take
take, over
death, travel
postcard, mobiles
sad, love
love, postcards
postcards, death
over, smtravel

Top Word Pairs in Tweet in G5:
weather, u
u, s
s, northeast
northeast, impacting
impacting, travel
travel, today
today, check
check, flight
flight, status
via, mobile

Top Word Pairs in Tweet in G6:
mobile, travel
manulife, financial's
financial's, mobile
travel, packing
packing, app
app, wins
wins, three
three, international
international, awards
travel, broadband

Top Word Pairs in Tweet in G7:
article, ctfestofbeer
microbreweries, sa
ny, times
times, article
sa, journo
journo, hosted
ctfestofbeer, microbreweries
wow, ny
mrtuckbox, wow
rt, mrtuckbox

Top Word Pairs in Tweet in G8:
mobile, web
google, buys
buys, frommer
frommer, s
s, boost
boost, travel
travel, planning
planning, mobile
rt, mobilesyrup
soggy, doggy

Top Word Pairs in Tweet in G9:
using, mobile
mobile, spectator
spectator, journey
journey, planner
plan, journey
journey, games
games, venue
venue, using
planner, go
rt, gaotg

Top Word Pairs in Tweet in G10:
rt, gaotg
gaotg, plan
plan, journey
journey, games
games, venue
venue, using
using, mobile
mobile, spectator
spectator, journey
journey, planner

Top Tweeters in Entire Graph:
toronto_rt
eindiainsurance
Davidvidu
e_bargains
share_rt
cebu_iphone
JOEiOS
house_in_bali
freelancergigs
UrFreelanceJobs

Top Tweeters in G1:
toronto_rt
e_bargains
house_in_bali
freelancergigs
ObscureApps
tmobile_webcare
top_angebot
owais26150269
Telekom_hilft
cellphonecrap

Top Tweeters in G2:
eindiainsurance
UrFreelanceJobs
AxelKoster
OutsourceJobs
arkarthick
dailymobilenews
JobSearchUpdate
KellyOlexa
OnlineWebTips
twilli2861

Top Tweeters in G3:
turisdata
thebestplease
TravelNewsPR
BaliTravelGuide
velvetescape
seotouri
safaritraveller
_traveling
HRAdvisers
nathankam

Top Tweeters in G4:
LutherDubosegmg
STYBNK
newsfromitaly
CMELEAD
imakemone
Travel_N_Cruise
LifeinSicily
myossm
caribparadise
Dream_Vacations

Top Tweeters in G5:
alexknowshtml
semil
ILoveMaldives
OTRpublications
shaig
thetrumpetlady
fesja
tomverduin
pairaces
corrinetay

Top Tweeters in G6:
ytawese
KristyRGates
AZ900_Websites
StopIllatosut
darcy_smiles
Happymobileshop
2callz
tourism9
HUGOBOSS
STACYFORSTER1

Top Tweeters in G7:
mrtuckbox
darrynvdwalt
_El_Burro
MariettedTH
modelmental
clarktruter
MarkKritz
UlrichJvV
LemorW
KegKingSA

Top Tweeters in G8:
ady_sut
Mobile_Insiders
jzdurrani
tametime
mobisheetcanada
MobileSyrup
mutovkin
StephLC2010
valterwolf
cbrulak

Top Tweeters in G9:
Becca_Masters
FirstCC
SW_Trains
addmy2cents
Under1Roofws
GAOTG
BELFASTCITY_AIR
LodeyYoung
2012govuk
transportgovuk

Top Tweeters in G10:
ThamesVP
TVP_Maidenhead
TVP_Wycombe
TVP_Caversham
TVP_Reading
TVP_Chiltern
TVP_Slough
TVP_WestBerks
TVP_SouthBucks
TVP_Bracknell