traveltech, Twitter, 11/17/2022 2:40:05 AM, 284612


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traveltech_2022-11-16_18-18-08.xlsx
traveltech_2022-11-16_18-18-08.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 17, 2022
Short Description:
traveltech via NodeXL https://bit.ly/3XlZC0T
@lottmus
@wtm_london
@cruisewatchcom
@opendest
@intotheverse_
@travel_ledger
@travelport
@invonewz
@lljunca
@octopusventures

Top hashtags:
#traveltech
#travelagency
#travelagents
#travelsolution
#travelnigeria
#global

Description:
Description
The graph represents a network of 48 Twitter users whose tweets in the requested range contained "traveltech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 17 November 2022 at 02:18 UTC.

The requested start date was Thursday, 17 November 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 15-hour, 24-minute period from Thursday, 03 November 2022 at 03:14 UTC to Thursday, 03 November 2022 at 18:38 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 : 48
Unique Edges : 32
Edges With Duplicates : 42
Total Edges : 74
Number of Edge Types : 4
Retweet : 16
MentionsInRetweet : 23
Mentions : 17
Tweet : 18
Self-Loops : 18
Reciprocated Vertex Pair Ratio : 0.0555555555555556
Reciprocated Edge Ratio : 0.105263157894737
Connected Components : 19
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 12
Maximum Edges in a Connected Component : 22
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 1.634855
Graph Density : 0.0168439716312057
Modularity : 0.515294
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 48 Twitter users whose tweets in the requested range contained "traveltech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 17 November 2022 at 02:18 UTC.

The requested start date was Thursday, 17 November 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 15-hour, 24-minute period from Thursday, 03 November 2022 at 03:14 UTC to Thursday, 03 November 2022 at 18:38 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 : traveltech
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:
[4] https://www.travelport.com/plus?utm_campaign=Travelport%20Plus%20-%20Chapter%204&utm_content=226754857&utm_medium=social&utm_source=twitter&hss_channel=tw-96167680
[3] https://newscollage.travserver.com/november2022/global-wildlife-tourism-market-is-estimated-to-be-valued-at-usd-135-bn-in-2022.html
[2] https://www.travelandleisure.com/airlines-airports/iata-one-id-travel-biometric-identification
[2] https://www.youtube.com/watch?v=a_0lL7sCx7o&feature=youtu.be

[1] https://lnkd.in/dR3TmMNm
[1] https://www.viaxlab.com/webinar-innovacion-y-digitalizacion-para-agencias-de-viajes/
[1] https://designfortravel.co.uk/
[1] https://www.styleseat.com/m/v/jasmineblake6
[1] https://apps.apple.com/gb/app/journeyhero/id1483619113
[1] https://apple.co/3Wk82VO

Top URLs in Tweet in G1:
[1] https://twitter.com/sabinevonreth/status/1588040765158178816
[1] https://www.opendestinations.com/travel-studio-wtm22/

Top URLs in Tweet in G2:
[1] https://www.tisglobalsummit.com/
[1] https://twitter.com/TechTourCluster/status/1587830685015973891
[1] https://www.fundernation.eu/investments/luefty-gmbh/992?utm_source=twitter&utm_medium=post&utm_campaign=Luefty+GmbH#beschreibung
[1] https://apps.apple.com/gb/app/journeyhero/id1483619113
[1] https://apple.co/3Wk82VO
[1] https://www.styleseat.com/m/v/jasmineblake6
[1] https://lnkd.in/dR3TmMNm

Top URLs in Tweet in G4:
[4] https://www.travelport.com/plus?utm_campaign=Travelport%20Plus%20-%20Chapter%204&utm_content=226754857&utm_medium=social&utm_source=twitter&hss_channel=tw-96167680

Top URLs in Tweet in G7:
[1] https://designfortravel.co.uk/

Top URLs in Tweet in G8:
[2] https://www.travelandleisure.com/airlines-airports/iata-one-id-travel-biometric-identification

Top URLs in Tweet in G9:
[1] https://twitter.com/Lottmus/status/1588104567018950657
[1] https://twitter.com/phocuswire/status/1584576011764523009

Top URLs in Tweet in G10:
[1] https://www.viaxlab.com/webinar-innovacion-y-digitalizacion-para-agencias-de-viajes/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[27] traveltech
[4] travelagency
[4] travelagents
[4] travelsolution
[4] travelnigeria
[4] global
[4] wildlife
[4] market
[3] technology
[2] techtalent



Top Hashtags in Tweet in G1:
[3] traveltech
[2] techtalent
[2] leadership
[1] thomascook
[1] wtmldn
[1] solution
[1] travelindustry
[1] travelagency

Top Hashtags in Tweet in G2:
[9] traveltech
[2] makeitpossible
[2] travelapp
[2] journeyheroapp
[2] travelinnovated
[1] techhiring
[1] talentacquisition
[1] careers
[1] appdevelopers
[1] jobalert

Top Hashtags in Tweet in G3:
[1] flywallet
[1] intotheverse
[1] traveltech
[1] airport
[1] celo
[1] web3
[1] gaming

Top Hashtags in Tweet in G4:
[1] traveltech
[1] ndc

Top Hashtags in Tweet in G7:
[1] traveltech
[1] tech4travel
[1] webdesign
[1] travelagencies
[1] rebrand

Top Hashtags in Tweet in G8:
[2] traveltech
[1] travelnews
[1] travel

Top Hashtags in Tweet in G9:
[2] ai
[2] traveltech
[1] cruisenews

Top Hashtags in Tweet in G10:
[1] traveltech

Top Words
Top Words in Tweet in Entire Graph:
[78] ✈ï
[27] #traveltech
[7] travelport
[7] excited
[6] travel
[5] work
[4] day
[4] ndc
[4] #2022
[4] #market

Top Words in Tweet in G1:
[4] wtm_london
[3] #traveltech
[2] november
[2] 7th
[2] one
[2] landing
[2] #leadership
[2] discussion
[2] reservations
[2] management

Top Words in Tweet in G2:
[9] #traveltech
[4] download
[3] travel
[3] âœ
[3] app
[2] luefty
[2] #travelapp
[2] #journeyheroapp
[2] letzte
[2] #makeitpossible

Top Words in Tweet in G3:
[4] having
[4] sneak
[4] citizens
[4] airport
[4] work
[4] yay
[4] fri
[4] architects
[4] peek
[4] engineers

Top Words in Tweet in G4:
[76] ✈ï
[4] 19
[4] airlines
[4] yes
[4] ndc
[4] signed
[3] travelport

Top Words in Tweet in G7:
[3] scenes
[3] working
[3] web
[3] market
[3] we've
[3] behind
[3] design
[3] division
[3] dft_uk
[3] rebranding

Top Words in Tweet in G8:
[2] travelleisure
[2] biometric
[2] #traveltech
[2] passport
[2] tech
[2] thanks
[2] soon
[2] face

Top Words in Tweet in G9:
[4] excited
[2] #ai
[2] thanks
[2] #traveltech
[2] very
[2] much
[2] another
[2] announce
[2] phocuswire
[2] demo

Top Words in Tweet in G10:
[2] 2023
[2] quã
[2] mo
[2] viajes
[2] cã
[2] tendencias
[2] xito
[2] vienen
[2] digitalizaciã
[2] innovar

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[72] ✈ï,✈ï
[4] fri,yay
[4] yay,sneak
[4] work,citizens
[4] airlines,signed
[4] zone,day
[4] signed,ndc
[4] day,training
[4] 19,airlines
[4] architects,engineers

Top Word Pairs in Tweet in G1:
[2] #leadership,discussion
[2] moderate,one
[2] future,travelâ
[2] travelâ,november
[2] landing,future
[2] management,solution
[2] leading,reservations
[2] wbe_travel,skypathrecruit
[2] excited,moderate
[2] travel,studio

Top Word Pairs in Tweet in G2:
[2] #makeitpossible,download
[2] #journeyheroapp,#traveltech
[2] letzte,chance
[2] download,#travelapp
[2] #traveltech,#travelinnovated
[2] chance,luefty
[2] #travelapp,#journeyheroapp

Top Word Pairs in Tweet in G3:
[4] fri,yay
[4] having,airport
[4] yay,sneak
[4] architects,engineers
[4] sneak,peek
[4] peek,architects
[4] work,citizens
[4] citizens,having
[4] engineers,work
[3] airport,fly_waâ

Top Word Pairs in Tweet in G4:
[72] ✈ï,✈ï
[4] yes,19
[4] 19,airlines
[4] ✈ï,yes
[4] signed,ndc
[4] airlines,signed
[3] travelport,✈ï

Top Word Pairs in Tweet in G7:
[3] rebranding,web
[3] working,rebranding
[3] division,dft_uk
[3] we've,working
[3] dft_uk,market
[3] behind,scenes
[3] scenes,we've
[3] web,design
[3] design,division
[2] billianit,behind

Top Word Pairs in Tweet in G8:
[2] thanks,biometric
[2] passport,thanks
[2] tech,travelleisure
[2] soon,passport
[2] face,soon
[2] biometric,tech
[2] travelleisure,#traveltech

Top Word Pairs in Tweet in G9:
[2] very,excited
[2] announce,another
[2] excited,see
[2] much,phocuswire
[2] another,successful
[2] partnership,very
[2] excited,announce
[2] phocuswire,excited
[2] thanks,much
[2] successful,partnership

Top Word Pairs in Tweet in G10:
[2] mo,innovar
[2] cã,mo
[2] xito,equipo
[2] innovar,xito
[2] vienen,digitalizaciã
[2] digitalizaciã,agencias
[2] viajes,2023
[2] quã,tendencias
[2] 2023,cã
[2] agencias,viajes

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@wtm_london
@intotheverse_
@dft_uk
@travelport
@billianit
@travelleisure
@lottmus
@wbe_travel
@skypathrecruit

Top Mentioned in G1:
@wtm_london
@wbe_travel
@skypathrecruit
@altexsoft
@lottmus
@hotelbeds
@opendest

Top Mentioned in G3:
@intotheverse_
@fly_wallet

Top Mentioned in G4:
@travelport

Top Mentioned in G5:
@bamboo_platform
@bloocktech

Top Mentioned in G6:
@lodgify
@octopusventures

Top Mentioned in G7:
@dft_uk
@billianit

Top Mentioned in G8:
@travelleisure
@traveltech15

Top Mentioned in G9:
@phocuswire
@maryrega
@lottmus
@cruisewatchcom

Top Mentioned in G10:
@viaxlabes

Top Tweeters
Top Tweeters in Entire Graph:
@o_fabriciosouza
@travelleisure
@havealotdc
@phocuswire
@journeyheroapp
@lottmus
@patsapel
@justingraside
@wtm_london
@coetourism

Top Tweeters in G1:
@lottmus
@wtm_london
@altexsoft
@hotelbeds
@skypathrecruit
@wbe_travel
@saishbc
@travel_ledger
@opendest

Top Tweeters in G2:
@journeyheroapp
@coetourism
@ha
@cc_allied
@travelc_online
@fundernationeu
@jet2travel_tech
@dareallolac
@easywego

Top Tweeters in G3:
@focusedpilot
@asferna2810
@fly_wallet
@tenegrit
@intotheverse_

Top Tweeters in G4:
@patsapel
@travelport
@hamanzx
@travelportaz

Top Tweeters in G5:
@lljunca
@bloocktech
@bamboo_platform

Top Tweeters in G6:
@lodgify
@octopusventures
@invonewz

Top Tweeters in G7:
@havealotdc
@billianit
@dft_uk

Top Tweeters in G8:
@travelleisure
@travelnsp
@traveltech15

Top Tweeters in G9:
@phocuswire
@maryrega
@cruisewatchcom

Top Tweeters in G10:
@justingraside
@viaxlabes