traveltech, Twitter, 10/18/2019 12:58:11 PM, 213417


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traveltech_2019-10-18_05-49-06.xlsx
traveltech_2019-10-18_05-49-06.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 18, 2019
Short Description:
traveltech via NodeXL http://bit.ly/2JgPUbJ
@daniel_kraft
@runwaygirl
@mgarcia_writer
@irishaero
@phocuswire
@tripadvisor
@travel_biz_news
@kambrmedia
@brianmarrinan
@wbe_travel

Top hashtags:
#traveltech
#startup
#socialnetworks
#travel
#startups
#ai
#socialnetwork

Description:
Description
The graph represents a network of 2,083 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 Friday, 18 October 2019 at 12:49 UTC.

The requested start date was Friday, 18 October 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 23-hour, 22-minute period from Friday, 04 October 2019 at 00:10 UTC to Thursday, 17 October 2019 at 23:33 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

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[139] http://www.antibooking.com
[25] https://www.forbes.com/sites/jilliandonfro/2019/09/17/ai-50-americas-most-promising-artificial-intelligence-companies/?twitter=@aneeshnair
[14] https://antibooking.com/
[13] https://www.startup365.fr/travelbank-receives-strategic-investment-from-dreamers-vc/
[12] https://runwaygirlnetwork.com/2019/10/13/beth-taylor-leads-from-the-front-to-give-voice-to-atpco-hidden-figures/
[11] https://twitter.com/aneeshnair/status/1180362021130387457
[6] https://www.wbe.travel/
[5] https://runwaygirlnetwork.com/2019/10/16/four-industry-leaders-predict-the-future-of-onboard-power/
[5] http://maptrotting.com/travel-resources/
[5] https://www.simore.com/en/dual-sim-quadruple-adapter-galaxy-note-9-samsung-speed-zx-four.html?utm_source=GadgetFlow&utm_campaign=GadgetFlow&utm_content=GadgetFlow

Top URLs in Tweet in G1:
[4] https://www.washingtonpost.com/technology/2019/10/15/its-never-been-easier-avoid-walking-cargo-carrying-robot-might-change-that/
[2] http://tweetedtimes.com/#!/NOISEnetwork
[1] http://tweetedtimes.com/futuristwatcher
[1] http://tweetedtimes.com/#!/futuristwatcher/futurists

Top URLs in Tweet in G2:
[136] http://www.antibooking.com
[14] https://antibooking.com/
[3] https://www.phocuswire.com/Travel-technology-Enterprise-Ireland
[2] https://www.phocuswire.com/Big-Chair-CWT
[2] https://www.traveldailymedia.com/airbnb-impact-100bn-one-year/
[1] https://twitter.com/i/web/status/1184948791167856640
[1] https://twitter.com/i/web/status/1183824543564959745
[1] https://twitter.com/i/web/status/1180500389902389250
[1] https://twitter.com/i/web/status/1181997001367523331
[1] https://southsoundbiz.com/airbnb-washington-hosts-earned-132m-during-summer-months/

Top URLs in Tweet in G3:
[5] http://maptrotting.com/travel-resources/
[3] https://www.linkedin.com/pulse/new-frontiers-tourism-anastasia-varnavskaya/
[2] https://www.startup365.fr/travelbank-receives-strategic-investment-from-dreamers-vc/
[2] https://www.linkedin.com/slink?code=fPq3R_e
[2] https://www.youtube.com/watch?v=5-yevDAY-7U&feature=youtu.be

[1] https://www.linkedin.com/slink?code=fvaPGcc
[1] https://www.scandit.com/resources/whitepapers/fly-high-air-travel/?utm_source=social&utm_medium=twitter
[1] https://skift.com/2019/10/04/aero-raises-16-million-for-air-service-for-millennials-travel-startup-funding-this-week/
[1] https://www.linkedin.com/slink?code=ebHn8tW
[1] https://twitter.com/i/web/status/1180378719405449216

Top URLs in Tweet in G4:
[24] https://www.forbes.com/sites/jilliandonfro/2019/09/17/ai-50-americas-most-promising-artificial-intelligence-companies/?twitter=@aneeshnair
[11] https://twitter.com/aneeshnair/status/1180362021130387457
[4] https://www.franchiseindia.com/content/top-5-travel-tech-business-ideas-that-are-hottest-opportunities.13799
[2] https://twitter.com/eroamofficial/status/1181891834336837634
[1] https://twitter.com/i/web/status/1181891834336837634
[1] https://twitter.com/i/web/status/1183668534800502784
[1] https://www.entrepreneur.com/article/340446
[1] https://twitter.com/i/web/status/1181061118745305089
[1] https://twitter.com/i/web/status/1182370449784750080
[1] https://www.travolution.com/articles/112748/guest-post-automation-must-happen-no-question

Top URLs in Tweet in G5:
[3] https://interestingengineering.com/these-ar-smart-glasses-could-be-the-future-of-multilingual-live-translation
[2] https://www.concur.com/newsroom/article/blockchain-and-the-future-of-the-travel-industry
[1] https://twitter.com/i/web/status/1183151997584846849
[1] https://twitter.com/i/web/status/1183152772037988352
[1] https://twitter.com/i/web/status/1184723794394525696
[1] https://twitter.com/i/web/status/1184811245016408064
[1] https://twitter.com/i/web/status/1184750720257531904

Top URLs in Tweet in G6:
[6] https://www.wbe.travel/
[3] https://www.wbe.travel/business-intelligence-reporting/
[1] https://www.phocuswire.com/Thomas-Cook-lessons-for-small-businesses
[1] https://www.wbe.travel/contact/
[1] https://twitter.com/i/web/status/1181923666583543811
[1] https://twitter.com/i/web/status/1183658659345129472
[1] https://www.wbe.travel/2019/10/itb-asia-2019-wbe-travel-attends-for-the-second-time-the-largest-asia-pacific-travel-trade-show/
[1] https://twitter.com/i/web/status/1184491887710760962
[1] https://twitter.com/i/web/status/1183992752872124416
[1] https://twitter.com/i/web/status/1181924695689564160

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1182297916872036354
[1] https://twitter.com/i/web/status/1182298274520272902
[1] https://twitter.com/i/web/status/1182173737518452737
[1] https://twitter.com/i/web/status/1182345687301791745

Top URLs in Tweet in G8:
[12] https://runwaygirlnetwork.com/2019/10/13/beth-taylor-leads-from-the-front-to-give-voice-to-atpco-hidden-figures/
[5] https://runwaygirlnetwork.com/2019/10/16/four-industry-leaders-predict-the-future-of-onboard-power/
[1] https://twitter.com/i/web/status/1183368572787146753
[1] https://kambr.media/travel-tech/jetblue-technology-ventures-simi-why-airlines-need
[1] https://irishadvantage.com/news/propeller-shannon-irish-travel-tech/
[1] https://twitter.com/i/web/status/1181951777840730114
[1] https://twitter.com/i/web/status/1180204771636076551
[1] https://www.phocuswire.com/Travel-technology-Enterprise-Ireland?utm_source=social&utm_medium=twitter&utm_campaign=site+article__travel-technology-enterprise-ireland

Top URLs in Tweet in G9:
[1] https://www.thebta.org.uk/blog/bta-at-the-world-aviation-festival
[1] https://twitter.com/i/web/status/1182322427646357504
[1] https://twitter.com/i/web/status/1184384748279476224
[1] https://twitter.com/i/web/status/1184037082936811521
[1] https://www.huffingtonpost.co.uk/entry/8-best-kept-secrets-to-make-the-most-of-your-business-trips_uk_5d9358b3e4b0019647af0194?guccounter=1&guce_referrer=aHR0cHM6Ly93d3cuZ29vZ2xlLmNvbS8&guce_referrer_sig=AQAAAMeZICF6YHB31wto-wUeaGmgcTQeYQfiGVUCwqq77qGYtbLFAjlGYlxIyM5-wGpfgU7R2A6PStTHHwGpe1uPXqPokaLMbDprGgvH63bV7vG919gWzHfpx70iZk3FuBo-phqEpfP4HZ-7uwsx--C6uOFRwCrJznd8HaiidSsHZEjf
[1] https://twitter.com/i/web/status/1183442491325988866
[1] https://twitter.com/i/web/status/1180437586285924352
[1] https://twitter.com/i/web/status/1182219345948237824
[1] https://twitter.com/i/web/status/1182238683795054592
[1] https://twitter.com/i/web/status/1181197896269647872

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1182361391744897025

Top Domains
Top Domains in Tweet in Entire Graph:
[449] twitter.com
[153] antibooking.com
[27] forbes.com
[22] workinstartups.com
[19] linkedin.com
[17] runwaygirlnetwork.com
[13] startup365.fr
[11] phocuswire.com
[11] wbe.travel
[7] airlineinformation.org

Top Domains in Tweet in G1:
[4] washingtonpost.com
[4] tweetedtimes.com

Top Domains in Tweet in G2:
[150] antibooking.com
[130] twitter.com
[8] phocuswire.com
[3] traveldailymedia.com
[3] youtube.com
[2] amadeus.com
[2] skift.com
[1] southsoundbiz.com
[1] reason.com
[1] airbnb.com

Top Domains in Tweet in G3:
[60] twitter.com
[10] linkedin.com
[5] maptrotting.com
[4] feedburner.com
[2] startup365.fr
[2] travel.report
[2] youtube.com
[1] scandit.com
[1] skift.com
[1] getpocket.com

Top Domains in Tweet in G4:
[46] twitter.com
[24] forbes.com
[4] fiverr.com
[4] franchiseindia.com
[1] entrepreneur.com
[1] travolution.com
[1] durtti.com
[1] ftnnews.com

Top Domains in Tweet in G5:
[5] twitter.com
[3] interestingengineering.com
[2] concur.com

Top Domains in Tweet in G6:
[30] twitter.com
[11] wbe.travel
[2] co.uk
[2] opendestinations.com
[1] phocuswire.com
[1] traveltechnologyeurope.com
[1] itbasia-businessmatching.com
[1] tramada.us

Top Domains in Tweet in G7:
[4] twitter.com

Top Domains in Tweet in G8:
[17] runwaygirlnetwork.com
[3] twitter.com
[1] kambr.media
[1] irishadvantage.com
[1] phocuswire.com

Top Domains in Tweet in G9:
[8] twitter.com
[1] org.uk
[1] co.uk
[1] forbes.com
[1] phocuswire.com
[1] techtarget.com
[1] paper.li

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[983] traveltech
[649] startup
[565] socialnetworks
[100] travel
[67] startups
[62] ai
[56] socialnetwork
[53] innovation
[48] 100daysofcode
[47] vc



Top Hashtags in Tweet in G1:
[9] traveltech
[4] robotics

Top Hashtags in Tweet in G2:
[635] traveltech
[600] startup
[545] socialnetworks
[55] socialnetwork
[44] innovation
[43] vc
[43] angelinvesting
[43] businessangels
[43] angelinvestor
[12] travel

Top Hashtags in Tweet in G3:
[41] traveltech
[6] travel
[5] tourism
[4] hospitality
[4] travelindustry
[4] oyo
[4] news
[3] startups
[3] budgethotel
[2] airlines

Top Hashtags in Tweet in G4:
[48] 100daysofcode
[42] cto
[40] ai
[35] artificialintelligence
[28] traveltech
[27] ml
[25] design
[25] uiux
[25] url
[25] graphicdesign

Top Hashtags in Tweet in G5:
[31] aviation
[25] travel
[17] dubaiairport
[14] traveltech
[4] 変なホテル
[4] japan
[4] teavel
[4] hotels
[4] holograms
[4] blockchain

Top Hashtags in Tweet in G6:
[29] traveltech
[7] itbasia2019
[7] ai
[6] jobfest
[4] traveltechnology
[4] itbasia
[3] lisbon
[2] wbe
[2] wbetravel
[2] ttme

Top Hashtags in Tweet in G7:
[34] startups
[18] ar
[18] virtualreality
[17] entrepreneurs
[17] business
[17] news
[16] vr
[16] marketing
[16] tech
[3] startup

Top Hashtags in Tweet in G8:
[23] traveltech
[8] womeninaviation
[7] aviation
[6] paxex
[6] avgeek
[2] vc
[2] travelmassive
[2] travel
[1] travelconnect2019
[1] irishadvantage

Top Hashtags in Tweet in G9:
[11] traveltech
[5] corporatetravel
[5] ai
[4] startups
[4] iot
[4] bigdata
[4] healthtech
[2] businesstrip
[2] travel
[1] ndc

Top Words
Top Words in Tweet in Entire Graph:
[3513] Words in Sentiment List#1: Positive
[262] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[57726] Non-categorized Words
[61501] Total Words
[1396] t
[1343] much
[1342] first
[1338] following
[1333] daniel_kraft

Top Words in Tweet in G1:
[1331] daniel_kraft
[1329] first
[1329] sighting
[1329] autonomous
[1329] auto
[1329] following
[1329] suitcase
[1329] aafs
[1329] though
[1329] seemed

Top Words in Tweet in G2:
[635] #traveltech
[600] #startup
[545] #socialnetworks
[462] antibooking
[122] travel
[98] trip
[84] information
[77] create
[69] systems
[67] booking

Top Words in Tweet in G3:
[41] #traveltech
[32] travel
[13] tech
[7] out
[7] traveltech
[7] hotel
[6] 2019
[6] #travel
[6] use
[6] world

Top Words in Tweet in G4:
[48] #100daysofcode
[42] #cto
[40] #ai
[36] eroamofficial
[35] 50
[35] america
[35] s
[35] promising
[35] #artificialintelligence
[30] companies

Top Words in Tweet in G5:
[51] travelesquire
[31] #aviation
[30] thoughts
[30] detachable
[30] airplane
[30] cabin
[30] save
[30] lives
[30] cheddargadgets
[30] cheddar

Top Words in Tweet in G6:
[29] #traveltech
[19] travel
[13] itbasia
[10] see
[9] stand
[9] more
[9] payments
[8] technology
[7] #itbasia2019
[7] #ai

Top Words in Tweet in G7:
[57] reality
[38] virtual
[34] #startups
[21] travel
[19] future
[19] powered
[19] augmented
[19] mixed
[19] today
[18] #ar

Top Words in Tweet in G8:
[23] #traveltech
[15] runwaygirl
[12] beth
[12] taylor
[12] leads
[12] front
[12] give
[12] voice
[12] atpco
[12] hidden

Top Words in Tweet in G9:
[14] technology
[11] #traveltech
[10] many
[8] amadeusitgroup
[8] amadeus
[6] queues
[6] check
[6] delayed
[6] flights
[6] foreign

Top Words in Tweet in G10:
[22] thomas
[22] cook
[22] pleite
[22] zieht
[22] weitere
[22] kreise
[22] als
[22] jemals
[22] erwartet
[22] hätte

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1331] auto,following
[1331] following,suitcase
[1331] much,drink
[1330] first,sighting
[1330] sighting,autonomous
[1330] autonomous,auto
[1330] suitcase,aafs
[1330] aafs,though
[1330] though,seemed
[1330] seemed,much

Top Word Pairs in Tweet in G1:
[1329] first,sighting
[1329] sighting,autonomous
[1329] autonomous,auto
[1329] auto,following
[1329] following,suitcase
[1329] suitcase,aafs
[1329] aafs,though
[1329] though,seemed
[1329] seemed,much
[1329] much,drink

Top Word Pairs in Tweet in G2:
[600] #startup,#traveltech
[545] #traveltech,#socialnetworks
[449] antibooking,#startup
[55] #traveltech,#socialnetwork
[43] #socialnetworks,#vc
[43] #vc,#angelinvesting
[43] #angelinvesting,#innovation
[43] #innovation,#businessangels
[43] #businessangels,#angelinvestor
[43] #angelinvestor,information

Top Word Pairs in Tweet in G3:
[7] travel,tech
[3] hello,#traveltech
[3] rock,world
[3] res,system
[3] find,out
[3] check,out
[3] flight,hotel
[3] tech,middle
[3] middle,east
[3] stuff,use

Top Word Pairs in Tweet in G4:
[35] #ai,50
[35] 50,america
[35] america,s
[35] s,promising
[34] promising,#artificialintelligence
[29] #artificialintelligence,companies
[28] aneeshnair,#ai
[27] https,t
[26] t,co
[25] #design,#uiux

Top Word Pairs in Tweet in G5:
[30] thoughts,detachable
[30] detachable,airplane
[30] airplane,cabin
[30] cabin,save
[30] save,lives
[30] lives,cheddargadgets
[30] cheddargadgets,cheddar
[28] cheddar,#aviation
[28] travelesquire,thoughts
[26] #aviation,#aviationlo

Top Word Pairs in Tweet in G6:
[6] #jobfest,novaunl
[5] heading,#itbasia2019
[5] stand,a14
[4] travel,technology
[4] wait,see
[4] #itbasia2019,love
[4] love,see
[4] see,stand
[4] a14,during
[4] during,show

Top Word Pairs in Tweet in G7:
[19] future,virtual
[19] virtual,travel
[19] travel,powered
[19] powered,augmented
[19] augmented,reality
[19] reality,virtual
[19] virtual,reality
[19] reality,mixed
[19] mixed,reality
[18] reality,#ar

Top Word Pairs in Tweet in G8:
[12] beth,taylor
[12] taylor,leads
[12] leads,front
[12] front,give
[12] give,voice
[12] voice,atpco
[12] atpco,hidden
[12] hidden,figures
[8] figures,#traveltech
[8] #traveltech,#womeninaviation

Top Word Pairs in Tweet in G9:
[6] queues,check
[6] check,delayed
[6] delayed,flights
[6] flights,foreign
[6] foreign,language
[6] language,arrival
[6] arrival,common
[6] common,pain
[6] pain,points
[6] points,many

Top Word Pairs in Tweet in G10:
[22] thomas,cook
[22] cook,pleite
[22] pleite,zieht
[22] zieht,weitere
[22] weitere,kreise
[22] kreise,als
[22] als,jemals
[22] jemals,erwartet
[22] erwartet,hätte
[22] hätte,zwei

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@daniel_kraft
@antibooking
@travelesquire
@eroamofficial
@cheddargadgets
@cheddar
@aneeshnair
@getimpala
@kurorori
@sharetheupside

Top Mentioned in G1:
@daniel_kraft

Top Mentioned in G2:
@antibooking
@phocuswire
@traveltech
@phocuswright
@airbnb
@skift
@expedia
@tripadvisor
@expedialps
@sandimeyniel

Top Mentioned in G3:
@bluestarjets
@miguelcachoa

Top Mentioned in G4:
@eroamofficial
@aneeshnair
@gr_rusty
@loftplatform
@ranitsarker
@venturesloft
@gr_
@anthony04620820
@tahoeaussie
@entrepreneurind

Top Mentioned in G5:
@travelesquire
@cheddargadgets
@cheddar
@vanrijmenam
@sap
@sapconcur
@dubaiairports
@alvinfoo
@brianmarrinan
@surfnsunshine

Top Mentioned in G6:
@itbasia
@nezasatravel
@novaunl
@wtm_london
@wbe_travel
@hiltym
@traveltecme
@codegen_int
@apisoio
@mystifly

Top Mentioned in G7:
@ravikikan
@startgrowthhack
@antibooking
@ankitc265

Top Mentioned in G8:
@runwaygirl
@brianmarrinan
@okev
@smitanairjain
@mgarcia_writer
@marklenahan
@sellingmice
@jetblueventures
@bonnysimi
@deem

Top Mentioned in G9:
@amadeusitgroup
@beyondbtravel
@diioannid
@karen_w_bach
@tripbamrocks
@thebtaorg
@airlinesblog
@huffpost
@aneeshnair
@sofatablereview

Top Mentioned in G10:
@kurorori

Top Tweeters
Top Tweeters in Entire Graph:
@cowboyscifibot
@piyuanker12
@delta
@startupsbot
@evankirstel
@chidambara09
@aldoceccarelli
@navroopsingh_
@tekno1radio
@jmlpyt

Top Tweeters in G1:
@piyuanker12
@evankirstel
@navroopsingh_
@mfs001
@chanyeolez
@radlein
@mooseman1956
@emccoy_writer
@glynmoody
@adriansurname

Top Tweeters in G2:
@expedia
@hosteltur
@traveldaily
@skift
@techradar
@watc_updates
@journal_palaces
@turatlascom
@airbnb
@civilbeat

Top Tweeters in G3:
@tekno1radio
@thestartupper
@maptrotting
@newsmerahputih
@iamstartacus
@zientekglobal
@bryanscott_hunt
@drchrisstout
@imashutoshps
@travelnewsasia

Top Tweeters in G4:
@chidambara09
@santchiweb
@calcaware
@grattonboy
@grattongirl
@xaelbot
@adeyemoadekunl2
@hal_9000_ai
@thecuriousluke
@greentechdon

Top Tweeters in G5:
@richsimmondsza
@boozychef
@colorstreamedia
@padididit
@thehipposhoe
@surfnsunshine
@arbara0728b
@dedo_mraz
@ajedwards01
@kenzeroharm

Top Tweeters in G6:
@telegraph
@costacoffee
@odysseymg
@kevinlukemay
@travelmedia_ie
@umangabuddhini
@lottmus
@wtm_london
@travelrepublic
@red_carnation

Top Tweeters in G7:
@cowboyscifibot
@ankitc265
@lesguer_lionel
@myahmctear
@jaguilam2003
@jayeshmthakur
@startgrowthhack
@drpatridge
@ravikikan
@secretsauceconf

Top Tweeters in G8:
@jetcitystar
@planespotiscool
@runwaygirl
@blondie1960
@irishaero
@entirl
@davidakaplan
@sellingmice
@smitanairjain
@runwaygirlbecca

Top Tweeters in G9:
@huffpost
@dme_health
@smartecocity
@sonny_chia
@e_nterdiscipl
@amadeusitgroup
@diioannid
@kristenlindop
@matt_parsons
@airlinesblog

Top Tweeters in G10:
@gedankenmel
@eigentlich
@senorkaffee
@bison_42
@kiwonka
@azur1969
@yrthy
@kventil
@photobix
@kurorori