traveltech, Twitter, 12/31/2020 3:04:29 AM, 244469


FAQ | Problem?

traveltech_2020-12-30_18-50-48.xlsx
traveltech_2020-12-30_18-50-48.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 31, 2020
Short Description:
traveltech via NodeXL https://bit.ly/38IWROw
@enricomolinari
@traveltech
@surfnsunshine
@travelesquire
@phocuswire
@traveltechscot
@lsjngs
@von_augsburg
@datalabscotland
@skift

Top hashtags:
#traveltech
#iot
#ai
#travel
#fintech
#autonomousvehicles
#marketing
#tech

Description:
Description
The graph represents a network of 430 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, 31 December 2020 at 02:52 UTC.

The requested start date was Thursday, 31 December 2020 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 13-day, 22-hour, 42-minute period from Thursday, 17 December 2020 at 02:13 UTC to Thursday, 31 December 2020 at 00:56 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 : 430
Unique Edges : 426
Edges With Duplicates : 713
Total Edges : 1139
Number of Edge Types : 5
Mentions : 195
Retweet : 271
MentionsInRetweet : 521
Tweet : 146
Replies to : 6
Self-Loops : 153
Reciprocated Vertex Pair Ratio : 0.016260162601626
Reciprocated Edge Ratio : 0.032
Connected Components : 82
Single-Vertex Connected Components : 45
Maximum Vertices in a Connected Component : 238
Maximum Edges in a Connected Component : 774
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.796523
Graph Density : 0.00338808478343362
Modularity : 0.435619
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 430 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, 31 December 2020 at 02:52 UTC.

The requested start date was Thursday, 31 December 2020 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 13-day, 22-hour, 42-minute period from Thursday, 17 December 2020 at 02:13 UTC to Thursday, 31 December 2020 at 00:56 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:
[10] https://www.shorturl.at/duLN6
[9] https://www.startuprad.io/blog/acomodeo-helps-companies-to-find-serviced-apartments-worldwide/?utm_content=bufferfe31c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] https://mailchi.mp/thedatalab/the-data-lab-december20-newsletter
[5] https://www.zdnet.com/article/holiday-gift-guide-2020/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243548
[4] https://skift.com/2020/12/24/why-barcelona-is-becoming-a-hub-for-travel-startups/
[4] https://www.tekno1.fr/
[3] https://wellthatsinteresting.tech/contactless-access-systems-smart-locks/
[3] https://thedope.news/sabre-bengaluru-global-capability-center-completes-15-years-of-operations/
[3] https://femeconomy.com/female-leader-stephenie-rodriguez-founder-ceo-jozu-for-women/?fbclid=IwAR3u6srX2yxjat65rhgfhy-J45RD5-OZnwbTzaEMsWp4ZKkwNOScT_Ds_YE

Top URLs in Tweet in G1:
[2] https://futurism.com/neoscope/travel-thanksgiving-absolutely-terrible-person?mc_eid=031db77859&mc_cid=c180fd9438
[1] https://twitter.com/i/web/status/1339816161836486657
[1] https://twitter.com/i/web/status/1342153312280346626
[1] https://twitter.com/i/web/status/1341161023718518785
[1] https://www.businessinsider.com/how-to-cancel-flight-refund-change-united-delta-american-southwest-2020-8?utmSource=twitter&utmContent=referral&utmTerm=topbar&referrer=twitter
[1] https://twitter.com/i/web/status/1343199710509756417
[1] https://twitter.com/i/web/status/1342342559054630912
[1] https://twitter.com/i/web/status/1342161616834605056
[1] https://twitter.com/i/web/status/1342419314679267330
[1] https://twitter.com/i/web/status/1344447176777338880

Top URLs in Tweet in G2:
[4] https://www.startuprad.io/blog/acomodeo-helps-companies-to-find-serviced-apartments-worldwide/?utm_content=bufferfe31c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.tekno1.fr/
[3] https://wellthatsinteresting.tech/contactless-access-systems-smart-locks/
[2] http://www.newtechreview.com/newtechreview/newsinfo.asp?NewsID=10931
[1] https://news.crunchbase.com/news/travel-startups-covid-19-vaccine-investment-2021/?utm_source=cb_daily&utm_medium=email&utm_campaign=20201209&utm_content=intro&utm_term=content
[1] https://twitter.com/i/web/status/1339597222187429891
[1] https://lodgingmagazine.com/thayer-ventures-acquisition-corporation-announces-closing-of-172-5-million-ipo/?utm_content=buffera9514&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/JetBlueVentures/status/1339616012937945093
[1] https://blog.hotelrunner.com/2020/12/18/latest-global-travel-technology-news-december-2020/
[1] https://blog.hotelrunner.com/tr/2020/12/18/seyahat-teknolojilerinde-dunya-gundemi-aralik-2020/

Top URLs in Tweet in G3:
[2] https://mailchi.mp/thedatalab/the-data-lab-december20-newsletter
[1] https://twitter.com/i/web/status/1342765905592406017
[1] https://twitter.com/i/web/status/1342373326514237440
[1] https://twitter.com/i/web/status/1344055668299411462
[1] https://twitter.com/i/web/status/1342746897061208064
[1] https://twitter.com/i/web/status/1342383197624168448

Top URLs in Tweet in G4:
[3] https://airtable.com/universe/expXy3xyXBa8RsOl2/traveltech-directory
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=243548
[1] https://www.marketscreener.com/quote/stock/AMADEUS-IT-GROUP-S-A-4027320/news/Amadeus-IT-S-A-and-Singapore-Airlines-reach-deal-to-bring-content-via-NDC-to-connected-travel-age-32013075/
[1] https://airbnb.org/
[1] https://www.cnet.com/news/airbnbs-new-nonprofit-will-provide-stays-for-frontline-workers-evacuees/#ftag=CAD590a51e
[1] https://www.cntraveler.com/story/how-to-travel-safely-during-the-holiday-season
[1] https://www.cntraveler.com/story/how-rental-car-companies-have-updated-their-cleaning-routines
[1] https://www.phocuswire.com/Booking-Holdings-Glenn-Fogel-on-getting-it-right-for-a-post-pandemic-future
[1] https://twitter.com/i/web/status/1158392215053512709
[1] https://www.businessinsider.com/vrbo-family-travel-trends-popular-vacation-rentals-2021?r=UK&IR=T

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1339602397237133316
[1] https://twitter.com/i/web/status/1331891716715110400
[1] https://twitter.com/i/web/status/1339859224638177280

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1339892939833655307

Top URLs in Tweet in G7:
[1] https://design-cities.com/
[1] https://twitter.com/i/web/status/1339639307833913344
[1] https://twitter.com/i/web/status/1339681351612719104
[1] https://twitter.com/i/web/status/1341459666761617411
[1] https://www.linkedin.com/slink?code=dFJhXYu

Top URLs in Tweet in G8:
[10] https://www.shorturl.at/duLN6
[5] https://www.zdnet.com/article/holiday-gift-guide-2020/
[1] https://twitter.com/i/web/status/1344200251918462977

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1342493590447136771

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1343570414371536900
[1] https://www.cett.es/es/sala-de-prensa/noticias/detalle/546020/el-talento-digital-en-el-sector-travel-tech
[1] https://www.metadata.cat/noticia/697/turisme-professionals-tic
[1] http://r.socialstudio.radian6.com/a5e15ab2-757b-4cdd-9caf-160f4aaf2a4f
[1] https://barcelonadigitaltalent.com/ca/report/el-talent-digital-en-el-sector-travel-tech/?utm_source=linkedin&utm_medium=organic&utm_campaign=&utm_term=cat&utm_content=imagen

Top Domains
Top Domains in Tweet in Entire Graph:
[110] twitter.com
[11] discompany.work
[10] shorturl.at
[9] startuprad.io
[9] mailchi.mp
[9] linkedin.com
[5] thedope.news
[5] paper.li
[5] zdnet.com
[5] wowtale.net

Top Domains in Tweet in G1:
[13] twitter.com
[2] futurism.com
[1] businessinsider.com
[1] nodexlgraphgallery.org
[1] mailchi.mp

Top Domains in Tweet in G2:
[30] twitter.com
[11] discompany.work
[4] startuprad.io
[4] tekno1.fr
[3] linkedin.com
[3] paper.li
[3] wellthatsinteresting.tech
[2] hotelrunner.com
[2] newtechreview.com
[1] crunchbase.com

Top Domains in Tweet in G3:
[5] twitter.com
[2] mailchi.mp

Top Domains in Tweet in G4:
[4] twitter.com
[3] airtable.com
[3] nodexlgraphgallery.org
[2] cntraveler.com
[2] phocuswire.com
[2] travelpulse.com
[1] marketscreener.com
[1] airbnb.org
[1] cnet.com
[1] businessinsider.com

Top Domains in Tweet in G5:
[3] twitter.com

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[3] twitter.com
[1] design-cities.com
[1] linkedin.com

Top Domains in Tweet in G8:
[10] shorturl.at
[5] zdnet.com
[1] twitter.com

Top Domains in Tweet in G9:
[1] twitter.com

Top Domains in Tweet in G10:
[1] twitter.com
[1] cett.es
[1] metadata.cat
[1] radian6.com
[1] barcelonadigitaltalent.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[214] traveltech
[97] iot
[73] ai
[56] travel
[46] fintech
[34] autonomousvehicles
[31] marketing
[27] tech
[27] zhengzhou
[25] smartcities



Top Hashtags in Tweet in G1:
[39] traveltech
[34] ai
[31] iot
[15] fashiontech
[13] campervan
[13] bigdata
[13] renewables
[12] smarcities
[12] safety
[12] tech

Top Hashtags in Tweet in G2:
[33] traveltech
[13] travel
[4] nowplaying
[3] startups
[3] hotel
[3] officespace
[2] hotelrunner
[2] covid19
[2] covidー19
[2] consumer

Top Hashtags in Tweet in G3:
[58] iot
[36] traveltech
[33] ai
[27] autonomousvehicles
[25] fintech
[22] smartcities
[21] marketing
[14] finserv
[12] vr
[6] 3dprinted

Top Hashtags in Tweet in G4:
[5] travelconfident
[5] traveltech
[2] covid19
[2] tech
[2] tourism
[1] icymi
[1] vaccines
[1] free
[1] audible
[1] channelmanager

Top Hashtags in Tweet in G5:
[27] zhengzhou
[21] china
[21] travel
[7] traveltech
[5] iot
[2] luxury
[2] sydney
[2] smartcities
[2] fintech
[2] marketing

Top Hashtags in Tweet in G6:
[19] traveltech
[5] digital
[5] covid19
[5] healthtech
[1] campervan
[1] mars2020
[1] customerexperience
[1] 3dprinted
[1] smarthome
[1] ai

Top Hashtags in Tweet in G7:
[3] designcities
[2] traveltech
[2] montevideo
[1] uruguay

Top Hashtags in Tweet in G8:
[10] yacht
[6] traveltech
[5] giftguide
[1] superyacht
[1] travel

Top Hashtags in Tweet in G10:
[8] traveltech
[3] covid19
[2] ticturisme
[2] bdtraveltech
[1] cett
[1] tecnologia
[1] turisme
[1] talentdigital

Top Words
Top Words in Tweet in Entire Graph:
[325] enricomolinari
[228] #traveltech
[111] #iot
[87] #ai
[60] travel
[59] #travel
[51] 2020
[49] #fintech
[41] both
[40] roads

Top Words in Tweet in G1:
[117] enricomolinari
[50] #traveltech
[45] #ai
[42] #iot
[16] #fashiontech
[16] #smarthome
[15] years
[13] #campervan
[13] scratch
[13] everchanginghorizon

Top Words in Tweet in G2:
[33] #traveltech
[18] traveltech
[13] #travel
[11] 旅行
[11] トラベルテック
[10] 領域のit企業
[7] smart
[5] travel
[5] industry
[5] find

Top Words in Tweet in G3:
[143] enricomolinari
[59] #iot
[37] #traveltech
[34] #ai
[33] both
[33] roads
[33] water
[33] amphibious
[33] bus
[33] cheddar

Top Words in Tweet in G4:
[14] travel
[12] traveltechscot
[10] traveltech
[8] directory
[7] travelers
[7] 2021
[6] year
[6] look
[5] amadeusitgroup
[5] #travelconfident

Top Words in Tweet in G5:
[27] think
[27] private
[27] lounge
[27] #zhengzhou
[27] airport
[27] euro
[27] hour
[26] travelesquire
[26] lsjngs
[21] #china

Top Words in Tweet in G6:
[43] enricomolinari
[20] #traveltech
[19] number
[19] passengers
[19] flying
[19] eu
[19] dropped
[19] 2020
[19] tableaupublic
[5] #digital

Top Words in Tweet in G7:
[13] arqpallares
[11] guía
[10] punta
[8] interactiva
[7] design
[7] cities
[6] vacaciones
[6] nuestra
[6] lista
[6] digital

Top Words in Tweet in G8:
[16] 2020
[14] traveltech15
[11] forbes
[11] favorites
[11] year
[11] best
[11] boat
[11] plane
[11] stories
[11] forbeslife

Top Words in Tweet in G9:
[2] korzanj
[2] brunahusky
[2] arieltorres
[2] astral_facts
[2] gustavsen
[2] chipigaro
[2] schuschny
[2] santisiri
[2] mia_astral

Top Words in Tweet in G10:
[11] sector
[8] #traveltech
[5] bdtalent
[4] digital
[4] amb
[4] catalunya
[3] turístic
[3] l'informe
[3] compta
[3] 5k

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[57] enricomolinari,#traveltech
[45] #ai,#iot
[44] enricomolinari,#ai
[40] both,roads
[40] roads,water
[40] amphibious,bus
[40] cheddar,enricomolinari
[34] enricomolinari,#autonomousvehicles
[34] #autonomousvehicles,#iot
[34] #traveltech,amphibious

Top Word Pairs in Tweet in G1:
[19] #ai,#traveltech
[16] #ai,#iot
[13] #fashiontech,#traveltech
[13] #campervan,scratch
[13] scratch,everchanginghorizon
[13] everchanginghorizon,enricomolinari
[13] enricomolinari,#smarthome
[13] #smarthome,#iot
[13] #iot,#ai
[13] wef,enricomolinari

Top Word Pairs in Tweet in G2:
[11] 旅行,traveltech
[11] traveltech,トラベルテック
[10] トラベルテック,領域のit企業
[6] #travel,#traveltech
[4] acomodeo,helps
[4] helps,companies
[4] companies,find
[4] find,serviced
[4] serviced,apartments
[4] apartments,worldwide

Top Word Pairs in Tweet in G3:
[33] both,roads
[33] roads,water
[33] amphibious,bus
[33] cheddar,enricomolinari
[32] enricomolinari,#traveltech
[30] enricomolinari,#ai
[29] #traveltech,amphibious
[29] bus,useful
[29] useful,both
[29] water,cheddar

Top Word Pairs in Tweet in G4:
[4] travel,tech
[4] wishing,everyone
[4] everyone,merry
[4] merry,christmas
[4] christmas,happy
[4] happy,year
[4] year,traveltech
[4] traveltech,scotland
[4] scotland,look
[4] look,forward

Top Word Pairs in Tweet in G5:
[27] think,private
[27] private,lounge
[27] lounge,#zhengzhou
[27] #zhengzhou,airport
[27] airport,euro
[27] euro,hour
[26] travelesquire,think
[26] hour,lsjngs
[21] lsjngs,#china
[21] #china,#travel

Top Word Pairs in Tweet in G6:
[19] enricomolinari,number
[19] number,passengers
[19] passengers,flying
[19] flying,eu
[19] eu,dropped
[19] dropped,2020
[19] 2020,tableaupublic
[19] tableaupublic,enricomolinari
[19] enricomolinari,#traveltech
[5] #digital,life

Top Word Pairs in Tweet in G7:
[7] design,cities
[6] lista,guía
[6] guía,digital
[6] digital,punta
[6] punta,design
[6] cities,contemporary
[6] contemporary,city
[6] city,guides
[6] guides,propuesta
[6] propuesta,interactiva

Top Word Pairs in Tweet in G8:
[11] forbes,favorites
[11] favorites,2020
[11] 2020,year
[11] year,best
[11] best,boat
[11] boat,plane
[11] plane,stories
[11] stories,forbeslife
[10] traveltech15,forbes
[10] forbeslife,#yacht

Top Word Pairs in Tweet in G9:
[2] korzanj,brunahusky
[2] brunahusky,arieltorres
[2] arieltorres,astral_facts
[2] astral_facts,gustavsen
[2] gustavsen,chipigaro
[2] chipigaro,schuschny
[2] schuschny,santisiri
[2] santisiri,mia_astral

Top Word Pairs in Tweet in G10:
[4] sector,#traveltech
[3] sector,turístic
[3] #traveltech,compta
[3] compta,amb
[3] amb,5k
[3] 5k,professionals
[3] professionals,digitals
[3] digitals,catalunya
[3] catalunya,impactat
[3] impactat,#covid19

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@enricomolinari
@cheddar
@mashable
@tableaupublic
@travelesquire
@lsjngs
@businessinsider
@wef
@traveltech15

Top Mentioned in G1:
@enricomolinari
@wef
@businessinsider
@quicktake
@gigadgets_
@pascal_bornet
@cheddar
@mvo
@mashable

Top Mentioned in G2:
@andoniapr
@startuprad_io
@aerocrs
@joemenninger
@sophiantipolis

Top Mentioned in G3:
@enricomolinari
@cheddar
@mashable
@albertogaruccio
@tableaupublic
@businessinsider
@gigadgets_
@wef
@appthisway
@enricom

Top Mentioned in G4:
@traveltechscot
@amadeusitgroup
@traveltech
@enricomolinari
@elainedford
@jane__eden
@joshuaryansaha
@airbnb
@bookingcom
@sabre_corp

Top Mentioned in G5:
@travelesquire
@lsjngs
@enricomolinari
@surfnsunshine
@tableaupublic
@gigadgets_
@businessinsider
@pradeeprao_
@cheddar
@margaretsiegien

Top Mentioned in G6:
@enricomolinari
@tableaupublic
@hbs_hongkong
@boell_eu
@businessinsider
@enricom
@mashable

Top Mentioned in G7:
@arqpallares
@danibluth
@manefior
@galeriarevista
@metroveinte

Top Mentioned in G8:
@traveltech15
@forbeslife
@zdnet

Top Mentioned in G9:
@brunahusky
@arieltorres
@astral_facts
@gustavsen
@chipigaro
@schuschny
@santisiri
@mia_astral
@adrianm_paredes
@korzanj

Top Mentioned in G10:
@bdtalent
@accio_cat
@ctecno
@jordiarrufi
@mwcapital
@turismetic
@turismecat

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@lorimoreno
@tekno1radio
@businessinsider
@santchiweb
@cybersecurityn8
@fintechna
@llnuxbot
@ssxman2

Top Tweeters in G1:
@lorimoreno
@businessinsider
@marshacollier
@vivmilano
@akwyz
@shicooks
@ilovebooks786
@spirosmargaris
@quicktake
@newsneus

Top Tweeters in G2:
@tekno1radio
@thetravelfool
@1nterestingtech
@darrenadelgado
@agentpalmer
@babssh
@joemenninger
@startuprad_io
@sophiantipolis
@aileenlamb

Top Tweeters in G3:
@sectest9
@chidambara09
@cybersecurityn8
@fintechna
@ssxman2
@mashable
@trendsinai
@wil_bielert
@robotconsumer
@diversity54

Top Tweeters in G4:
@washingtonpost
@fmfrancoise
@jane__eden
@lyft
@singaporeair
@bookingcom
@education_24x7
@airbnb
@amadeusitgroup
@uber

Top Tweeters in G5:
@enriquen
@186tony
@surfnsunshine
@ing_martin_v
@hernangraffe
@soca2k2e
@newlove_eney
@centurycruises
@squawk7kdotnet
@travelesquire

Top Tweeters in G6:
@nicochan33
@caring_mobile
@jaguilam2003
@enricofrasca3
@archonsec
@banbalistic
@tarakrindani
@e_health_
@kcarpe
@fabiaob

Top Tweeters in G7:
@jm_onaindia
@veredes
@amorins8
@uklatinamerica
@tejomattioli
@toiamignone
@magdalenamartne
@arqpallares
@gmalvasio
@luciavillagran2

Top Tweeters in G8:
@zdnet
@joaoleitao
@forbeslife
@hiclassmag
@christinelem007
@coolmon2009
@debbie_labeaux
@kortearaymond
@travelnsp
@thenomadicguy

Top Tweeters in G9:
@santchiweb
@mia_astral
@santisiri
@astral_facts
@schuschny
@korzanj
@arieltorres
@chipigaro
@brunahusky
@gustavsen

Top Tweeters in G10:
@mwcapital
@accio_cat
@_crisvilla_
@ctecno
@cett_ub
@turismecat
@metadatacat
@jordiarrufi
@bdtalent
@turismetic


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.