traveltech, Twitter, 6/11/2020 5:25:09 AM, 229087


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traveltech_2020-06-10_18-48-09.xlsx
traveltech_2020-06-10_18-48-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 11, 2020
Short Description:
traveltech via NodeXL https://bit.ly/2AXPgOO
@enricomolinari
@chidambara09
@sayogenie
@techinsider
@amitchampaneri1
@travel_biz_news
@aneeshnair
@pradeeprao_
@windingtree
@cybersec_feeds

Top hashtags:
#traveltech
#marketing
#fintech
#ai
#iot
#ar
#mobility
#vr

Description:
Description
The graph represents a network of 705 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, 11 June 2020 at 01:48 UTC.

The requested start date was Thursday, 11 June 2020 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, 21-hour, 8-minute period from Thursday, 28 May 2020 at 01:15 UTC to Wednesday, 10 June 2020 at 22:24 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 : 705
Unique Edges : 884
Edges With Duplicates : 1478
Total Edges : 2362
Number of Edge Types : 5
Tweet : 153
Retweet : 522
MentionsInRetweet : 1264
Mentions : 413
Replies to : 10
Self-Loops : 170
Reciprocated Vertex Pair Ratio : 0.0295678544351782
Reciprocated Edge Ratio : 0.0574374079528719
Connected Components : 101
Single-Vertex Connected Components : 46
Maximum Vertices in a Connected Component : 418
Maximum Edges in a Connected Component : 1837
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.420856
Graph Density : 0.00273613797549968
Modularity : 0.42797
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 705 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, 11 June 2020 at 01:48 UTC.

The requested start date was Thursday, 11 June 2020 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, 21-hour, 8-minute period from Thursday, 28 May 2020 at 01:15 UTC to Wednesday, 10 June 2020 at 22:24 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:
[27] https://www.idginsiderpro.com/article/3545387/cios-offer-strategies-for-engaging-an-entirely-mobile-workforce.html?utm_medium=social&utm_source=twitter&utm_content=content&utm_campaign=organic
[15] https://twitter.com/aneeshnair/status/1268533493279199241
[11] https://www.weforum.org/agenda/2020/06/coronavirus-tourism-government-subsidies-sicily-japan
[10] https://mailchi.mp/9e5871f4b515/hoteltcs
[9] https://twitter.com/aneeshnair/status/1266196389182095362
[5] http://www.newtechreview.com/newtechreview/newsinfo.asp?NewsID=10675
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228755
[5] https://femeconomy.com/female-leader-stephenie-rodriguez-founder-ceo-jozu-for-women/?fbclid=IwAR3u6srX2yxjat65rhgfhy-J45RD5-OZnwbTzaEMsWp4ZKkwNOScT_Ds_YE
[4] https://travelscrum.typeform.com/to/akZHvd
[3] https://www.eventbrite.com/e/travelscrum-global-travel-hackathon-tickets-108107339964?ref=estw

Top URLs in Tweet in G1:
[1] https://twitter.com/i/web/status/1270757869370200072
[1] https://twitter.com/i/web/status/1270687153278685185
[1] https://twitter.com/i/web/status/1269198653308252163
[1] https://twitter.com/i/web/status/1269939970699075586
[1] https://twitter.com/i/web/status/1269940242091474944
[1] https://twitter.com/i/web/status/1270330334014582785
[1] https://twitter.com/UNILADTECH/status/1253311776323756033
[1] https://twitter.com/CheddarGadgets/status/1269438676687294464
[1] https://twitter.com/CheddarGadgets/status/1269438676687294464?s=20
[1] https://twitter.com/enricomolinari/status/1265322268231639045

Top URLs in Tweet in G2:
[11] https://www.weforum.org/agenda/2020/06/coronavirus-tourism-government-subsidies-sicily-japan
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228755
[1] https://twitter.com/i/web/status/1269917730414575616

Top URLs in Tweet in G3:
[27] https://www.idginsiderpro.com/article/3545387/cios-offer-strategies-for-engaging-an-entirely-mobile-workforce.html?utm_medium=social&utm_source=twitter&utm_content=content&utm_campaign=organic
[14] https://twitter.com/aneeshnair/status/1268533493279199241
[9] https://twitter.com/aneeshnair/status/1266196389182095362
[5] http://www.newtechreview.com/newtechreview/newsinfo.asp?NewsID=10675
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228755
[1] https://twitter.com/i/web/status/1264059787639238656
[1] https://twitter.com/i/web/status/1269202558389805057
[1] https://tuesday.vc
[1] https://www.dilacapital.com
[1] https://twitter.com/i/web/status/1269881846835277825

Top URLs in Tweet in G4:
[10] https://mailchi.mp/9e5871f4b515/hoteltcs
[2] https://www.lesechos.fr/industrie-services/tourisme-transport/0603367150596-le-financement-de-la-traveltech-en-plein-questionnement-2350896.php#xtor=RSS-2058
[2] https://www.lesechos.fr/industrie-services/tourisme-transport/le-financement-de-la-traveltech-en-plein-questionnement-1209751
[1] https://twitter.com/airdna/status/1265692187653595137
[1] https://twitter.com/enricomolinari
[1] http://www.tekno1.fr
[1] https://www.instagram.com/accounts/login/?next=/p/CA0m_y7lvby/%3Figshid%3D5muyq0207yka
[1] https://twitter.com/cnn/status/1266828170268819456
[1] https://theconversation.com/por-que-urge-un-ecosistema-innovador-para-reflotar-el-turismo-tras-la-pandemia-139006
[1] https://sifted.eu/articles/european-startups-layoffs-list/

Top URLs in Tweet in G5:
[4] https://travelscrum.typeform.com/to/akZHvd
[3] https://www.eventbrite.com/e/travelscrum-global-travel-hackathon-tickets-108107339964?ref=estw
[2] https://travelscrumhackathon.devpost.com/
[2] https://twitter.com/travelscrum/status/1267371554540748808
[1] https://twitter.com/travelscrum/status/1266704264002523136
[1] https://hackathon2020.travelscrum.com/
[1] https://twitter.com/caduta_massi/status/1269916065192185856
[1] https://twitter.com/Fabriziobustama/status/1268752148298375174
[1] https://twitter.com/i/web/status/1268704667011334152

Top URLs in Tweet in G6:
[2] https://www.youtube.com/watch?v=exxQFSwXKgw&feature=youtu.be

[1] https://www.staradvertiser.com/2020/06/07/editorial/insight/healing-hawaii-responsibly-must-include-the-reopening-of-legal-vacation-rentals/?utm_source=newsletter&utm_medium=email&utm_campaign=local
[1] https://www.prnewswire.com/news-releases/expedia-group-commits-275-million-to-partner-recovery-301066450.html
[1] https://www.latimes.com/business/story/2020-05-04/travel-industry-safety-protocol-to-make-americans-feel-secure
[1] https://twitter.com/JetBlue/status/1265999495818383361
[1] https://twitter.com/WTTC/status/1266328758644027392
[1] https://twitter.com/Avis/status/1258846113404203012
[1] https://twitter.com/Hilton/status/1254825280444694529
[1] https://www.airbnb.com/help/article/169/how-do-i-cancel-my-reservation-for-a-place-to-stay
[1] https://www.kayak.com/krayon

Top URLs in Tweet in G7:
[1] https://travelmassive.com/events/2020/06/paris-live-time-get-ready-online-event?amp=
[1] https://appchallenge.singaporeair.com/en/challenges/startup?lang=en

Top URLs in Tweet in G8:
[1] https://www.smarttravel.news/2020/04/30/entrevista-guestpro-david-uriarte/
[1] https://share.hsforms.com/1axbRDd-ERaW4spmr14iBAg20xgz
[1] https://www.youtube.com/watch?v=_NQ7FzkRCFc&feature=youtu.be


Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1269963495673606144
[1] https://codegen.co.uk/lia-chatbot/
[1] https://twitter.com/i/web/status/1269949818597761024

Top URLs in Tweet in G10:
[2] https://www.eu-startups.com/2020/05/people-feel-positive-about-a-return-to-travel-interview-with-luggageheros-ceo-jannik-lawaetz/
[1] https://www.eu-startups.com/2020/06/what-will-the-new-normal-look-like-european-startups-and-vcs-gave-us-their-opinion/

Top Domains
Top Domains in Tweet in Entire Graph:
[81] twitter.com
[27] idginsiderpro.com
[19] linkedin.com
[11] weforum.org
[10] mailchi.mp
[6] lesechos.fr
[6] youtube.com
[5] co.uk
[5] newtechreview.com
[5] nodexlgraphgallery.org

Top Domains in Tweet in G1:
[11] twitter.com
[1] linkedin.com

Top Domains in Tweet in G2:
[11] weforum.org
[1] nodexlgraphgallery.org
[1] twitter.com

Top Domains in Tweet in G3:
[27] idginsiderpro.com
[26] twitter.com
[5] newtechreview.com
[4] nodexlgraphgallery.org
[1] tuesday.vc
[1] dilacapital.com

Top Domains in Tweet in G4:
[17] twitter.com
[12] linkedin.com
[10] mailchi.mp
[4] lesechos.fr
[3] co.uk
[3] turizmpress.com
[2] fvw.de
[1] tekno1.fr
[1] instagram.com
[1] theconversation.com

Top Domains in Tweet in G5:
[6] twitter.com
[4] typeform.com
[3] eventbrite.com
[2] devpost.com
[1] travelscrum.com

Top Domains in Tweet in G6:
[5] twitter.com
[2] youtube.com
[1] staradvertiser.com
[1] prnewswire.com
[1] latimes.com
[1] airbnb.com
[1] kayak.com
[1] coloradoan.com
[1] civilbeat.org
[1] bloomberg.com

Top Domains in Tweet in G7:
[1] travelmassive.com
[1] singaporeair.com

Top Domains in Tweet in G8:
[1] smarttravel.news
[1] hsforms.com
[1] youtube.com

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

Top Domains in Tweet in G10:
[3] eu-startups.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[341] traveltech
[128] marketing
[128] fintech
[122] ai
[122] iot
[87] ar
[86] mobility
[81] vr
[80] smartcities
[78] mexloop



Top Hashtags in Tweet in G1:
[102] ai
[97] marketing
[93] traveltech
[88] fintech
[84] iot
[82] mobility
[77] smartcities
[76] vr
[75] mexloop
[74] ar

Top Hashtags in Tweet in G2:
[24] traveltech
[20] marketing
[19] iot
[18] fintech
[17] sensors
[14] iiot
[13] japan
[13] covid19
[11] sicily
[11] holidays

Top Hashtags in Tweet in G3:
[47] mobile
[42] traveltech
[42] cios
[27] cio
[27] cto
[27] ciso
[27] cdo
[23] aneeshnair
[17] iot
[17] fintech

Top Hashtags in Tweet in G4:
[55] traveltech
[21] hoteltechnology
[12] hotelmanagement
[11] travel
[11] hoteliers
[11] hospitalitymanagement
[11] hoteltech
[10] traveltechnology
[10] travelcompany
[9] hotelindustry

Top Hashtags in Tweet in G5:
[23] traveltech
[12] hackathon
[11] travelscrumhack
[10] jointhescrum
[9] travel
[5] travelscrum
[5] travelrecovery
[3] givebacktotravel
[3] welovetravel
[2] livesessions

Top Hashtags in Tweet in G6:
[9] travelconfident
[2] covid19
[2] icymi
[2] traveltech
[1] traveltip
[1] expediagroup
[1] flex
[1] multifamily
[1] traveltechnology
[1] coroanvirus

Top Hashtags in Tweet in G7:
[13] travel
[11] tourism
[11] innovation
[4] traveltech
[4] startups
[2] travelplans
[2] appchallenge
[1] findyourtribe
[1] tribdapp
[1] solotravel

Top Hashtags in Tweet in G8:
[4] traveltech
[2] demoday
[2] startups
[2] archipelagonextacelera
[2] webinarconector
[1] hoteltech
[1] conector
[1] turistec
[1] cettfundacio
[1] premiscettemprenedors

Top Hashtags in Tweet in G9:
[6] traveltech
[5] ai
[5] chatbots
[4] predictiveanalytics
[2] travel
[1] userexperience

Top Hashtags in Tweet in G10:
[2] cphftw
[2] nordicmade
[1] nordictech
[1] traveltech

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[485] enricomolinari
[248] ty
[102] #ai
[97] #marketing
[93] #traveltech
[91] techinsider
[88] #fintech
[84] #iot
[82] #mobility
[77] #smartcities

Top Words in Tweet in G2:
[78] enricomolinari
[37] chidambara09
[37] intengineering
[32] ty
[24] #traveltech
[23] jeroenbartelse
[23] ms1mn
[22] sleek
[22] platform
[22] lifts

Top Words in Tweet in G3:
[61] enricomolinari
[47] #mobile
[45] aneeshnair
[42] #traveltech
[42] strategies
[42] engaging
[42] entirely
[42] workforce
[42] #cios
[35] offer

Top Words in Tweet in G4:
[55] #traveltech
[21] #hoteltechnology
[13] know
[13] list
[12] #hotelmanagement
[11] #travel
[11] #hoteliers
[11] #hospitalitymanagement
[11] latest
[11] love

Top Words in Tweet in G5:
[28] travelscrum
[23] #traveltech
[18] travel
[16] register
[15] online
[12] #hackathon
[11] #travelscrumhack
[10] join
[10] #jointhescrum
[10] reinvent

Top Words in Tweet in G6:
[9] travel
[9] #travelconfident
[7] short
[7] term
[6] covid
[5] rentals
[5] travelers
[4] tourism
[4] recovery
[4] provide

Top Words in Tweet in G7:
[13] #travel
[11] pleasure
[11] speak
[11] #tourism
[11] #innovation
[11] today
[11] 18
[11] 00
[11] international
[11] videoconference

Top Words in Tweet in G8:
[4] gracias
[4] #traveltech
[3] uriartedavid
[3] equipo
[3] guestpro_com
[3] xpallicer
[3] entrevista
[3] mira
[3] futuro
[3] ilusión

Top Words in Tweet in G9:
[10] travel
[10] industry
[6] #traveltech
[6] check
[6] industries
[6] best
[6] brightest
[6] saying
[6] coronavirus
[5] #ai

Top Words in Tweet in G10:
[7] eu_startups
[6] normal
[6] look
[6] european
[6] startups
[6] vcs
[6] gave
[6] opinion
[6] survey
[6] see

Top Word Pairs
Top Word Pairs in Tweet in G2:
[91] sleek,platform
[91] lifts,ty
[75] platform,boat
[75] boat,lifts
[75] chidambara09,enricomolinari
[75] intengineering,enricomolinari
[75] enricomolinari,intengineering
[75] intengineering,worldtrendsinfo
[73] worldtrendsinfo,jeroenbartelse
[73] jeroenbartelse,drsharwood

Top Word Pairs in Tweet in G3:
[22] strategies,engaging
[22] engaging,entirely
[21] entirely,#mobile
[21] #mobile,workforce
[21] workforce,#cios
[17] #cios,offer
[17] aneeshnair,strategies
[17] offer,advice
[17] advice,#cio
[17] #cio,#cto

Top Word Pairs in Tweet in G4:
[42] #hoteltechnology,#traveltech
[42] love,#hoteltech
[42] #hoteltech,content
[42] content,create
[42] create,first
[35] first,know
[32] know,join
[32] join,mailing
[27] mailing,list
[27] list,below

Top Word Pairs in Tweet in G5:
[14] reinvent,travel
[11] june,11
[11] developers,#traveltech
[11] #traveltech,friends
[11] friends,online
[11] online,#hackathon
[11] #hackathon,reinvent
[11] travel,tourism
[11] tourism,industry
[11] industry,travelscrum

Top Word Pairs in Tweet in G6:
[10] short,term
[10] term,rental
[6] term,rentals
[6] vacation,rentals
[6] recovery,program
[6] travel,industry
[6] cleaning,guidelines
[6] social,distancing
[6] feel,confident
[6] rental,platforms

Top Word Pairs in Tweet in G7:
[7] pleasure,speak
[4] speak,#tourism
[3] #tourism,#travel
[2] #travel,#innovation
[2] #innovation,today
[2] today,18
[2] 18,00
[2] 00,international
[2] international,videoconference
[2] laurentqueige,pleasure

Top Word Pairs in Tweet in G8:
[11] gracias,uriartedavid
[11] uriartedavid,equipo
[11] equipo,guestpro_com
[11] guestpro_com,xpallicer
[11] xpallicer,entrevista
[11] entrevista,mira
[11] mira,futuro
[11] futuro,ilusión
[11] enriclopezc,gracias
[10] ilusión,positivism

Top Word Pairs in Tweet in G9:
[3] travel,industry
[3] check,industries
[3] industries,best
[3] best,brightest
[3] brightest,saying
[3] saying,coronavirus
[3] coronavirus,travel
[3] windingtree,check
[2] industry,#traveltech
[2] #ai,transform

Top Word Pairs in Tweet in G10:
[10] normal,look
[6] look,european
[6] european,startups
[6] startups,vcs
[6] vcs,gave
[6] gave,opinion
[6] opinion,survey
[5] survey,see
[5] eu_startups,normal
[4] see,predictio

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@enricomolinari
@techinsider
@adamdanyal
@intengineering
@chidambara09
@mascable
@aneeshnair
@pradeeprao_
@travelscrum
@nodexl

Top Mentioned in G1:
@enricomolinari
@techinsider
@adamdanyal
@mascable
@digitaltrends
@interconhotels
@thrillist
@intengineering
@cheddargadgets
@nasa

Top Mentioned in G2:
@enricomolinari
@chidambara09
@intengineering
@jeroenbartelse
@ms1mn
@drsharwood
@intellimetri
@worldtrendsinfo
@wiprodigital
@wef

Top Mentioned in G3:
@enricomolinari
@aneeshnair
@nodexl
@nodexl_mktng
@marc_smith
@smr_foundation
@pradeeprao_
@automeme
@antibooking
@mascable

Top Mentioned in G4:
@vladobotsvadze

Top Mentioned in G5:
@travelscrum
@fmesny
@airbnb
@expedia
@hopper
@marklenahan
@brianmarrinan
@traveltecheu
@traveltechgeeks
@mp_traveltech

Top Mentioned in G6:
@expediagroup
@airbnb
@traveltech
@vrbo
@itravelfoodtech
@phocuswire
@phocuswright
@staradvertiser
@kayak
@wsj

Top Mentioned in G7:
@laurentqueige
@tribdapp
@fayazmohamedd
@travelmassive
@travelmparis
@danbec

Top Mentioned in G8:
@uriartedavid
@guestpro_com
@xpallicer
@conectorspain
@enriclopezc
@quinof
@cett_ub
@cettalumni
@celia

Top Mentioned in G9:
@windingtree
@sayogenie
@codegen_int

Top Mentioned in G10:
@eu_startups
@luggagehero
@j_lawaetz
@siliconvikings

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@marshawright
@clairebotai
@chidambara09
@evankirstel
@cybersec_feeds
@aldoceccarelli
@lorimoreno
@ottlegalrebels
@tekno1radio

Top Tweeters in G1:
@clairebotai
@evankirstel
@aldoceccarelli
@fintechna
@swissbusiness
@calcaware
@amazingchevvolt
@trippbraden
@nicochan33
@mashable

Top Tweeters in G2:
@marshawright
@chidambara09
@lorimoreno
@codernotesbot
@femtech_
@taieb_bot
@xaelbot
@codedailybot
@llnuxbot
@learn__together

Top Tweeters in G3:
@sectest9
@cybersec_feeds
@ottlegalrebels
@websecurityit
@cybersecurityn8
@merckxcycling
@scalarhumanity
@themohawkstudio
@reartistron
@markj_ohnson

Top Tweeters in G4:
@tekno1radio
@iam__network
@vladobotsvadze
@vccircle
@odysseymg
@tinboxtraveller
@mrozansonmez
@echosentreprise
@weljet
@kilean_oea

Top Tweeters in G5:
@mrtallerjerry
@expedia
@travelweekly
@airbnb
@cbinsights
@davidakaplan
@paulinekwasniak
@hopper
@victorsin86
@travelmassive

Top Tweeters in G6:
@business
@wsj
@staradvertiser
@coloradoan
@bookingcom
@civilbeat
@travelmedia_ie
@phocuswright
@phocuswire
@kayak

Top Tweeters in G7:
@bot_innovation
@codervj
@micheltiard
@tourisme_veille
@aida_irest
@irestparis1
@danbec
@colactionnuit
@tribdapp
@laurentqueige

Top Tweeters in G8:
@inesrobredo
@conectorspain
@celia
@cett_ub
@enriclopezc
@quinof
@cettalumni
@xpallicer
@uriartedavid
@guestpro_com

Top Tweeters in G9:
@hubofml
@travel_biz_news
@human6777
@botosynthesis
@sayogenie
@renewid
@windingtree
@pedro_r_a
@codegen_int
@jasonsarracini

Top Tweeters in G10:
@siliconvikings
@anacoelhobxl
@eu_startups
@thomas_ohr
@thestartupeu
@how_to_web
@charmltucker
@luggagehero
@j_lawaetz


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