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traveltech_2022-12-07_18-18-08.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
December 08, 2022
Short Description:
traveltech via NodeXL https://bit.ly/3PhwT9F
@chidambara09
@enilev
@meetingpackage
@insurtrek
@uzakrota
@frronconi
@insightdottech
@insurednomads
@hotelplanner
@development_rt

Top hashtags:
#ehealth
#web3
#finserv
#csuite
#healthtech
#datascientist
#digitalhealth
#cx

Description:
Description
The graph represents a network of 384 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, 08 December 2022 at 02:30 UTC.

The requested start date was Thursday, 08 December 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 13-day, 16-hour, 54-minute period from Thursday, 24 November 2022 at 03:55 UTC to Wednesday, 07 December 2022 at 20:50 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 : 384
Unique Edges : 226
Edges With Duplicates : 5607
Total Edges : 5833
Number of Edge Types : 5
Retweet : 2183
MentionsInRetweet : 981
Mentions : 2261
Tweet : 400
Replies to : 8
Self-Loops : 1737
Reciprocated Vertex Pair Ratio : 0.0335365853658537
Reciprocated Edge Ratio : 0.0648967551622419
Connected Components : 109
Single-Vertex Connected Components : 70
Maximum Vertices in a Connected Component : 127
Maximum Edges in a Connected Component : 5376
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.68503
Graph Density : 0.00230499347258486
Modularity : 0.063895
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 384 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, 08 December 2022 at 02:30 UTC.

The requested start date was Thursday, 08 December 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 13-day, 16-hour, 54-minute period from Thursday, 24 November 2022 at 03:55 UTC to Wednesday, 07 December 2022 at 20:50 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:
[18] https://apps.apple.com/gb/app/journeyhero/id1483619113
[15] https://indianexpress.com/article/cities/mumbai/ai-helps-detect-3000-critical-heart-attacks-in-12-maharashtra-districts-8293369/
[14] https://www.forbes.com/sites/forbestechcouncil/2022/11/28/have-your-cake-and-eat-it-too-how-ai-can-help-ensure-health-care-organizations-dont-have-to-sacrifice-quality-time-or-cost/
[13] https://edition.cnn.com/2022/12/02/health/strep-a-infections-deaths-explainer-gbr-intl-scli-wellness
[13] https://www.theguardian.com/technology/2022/dec/06/meet-chatgpt-the-viral-ai-tool-that-may-be-a-vision-of-our-weird-tech-future?CMP=share_btn_tw
[12] https://www.kedglobal.com/automobiles/newsView/ked202212050002
[12] https://www.expresscomputer.in/guest-blogs/how-supply-financing-can-change-the-way-sme-get-financed/92291/
[12] https://healthtechmagazine.net/article/2022/10/why-medical-imaging-pushing-clinical-it-cloud
[12] https://www.forbes.com/sites/steveandriole/2022/11/28/5-technology-clusters-you-need-in-2023---the-ones-you-dont/
[11] https://www.digitalhealth.net/2022/11/industry-news-in-brief-74/

Top URLs in Tweet in G1:
[15] https://indianexpress.com/article/cities/mumbai/ai-helps-detect-3000-critical-heart-attacks-in-12-maharashtra-districts-8293369/
[14] https://www.forbes.com/sites/forbestechcouncil/2022/11/28/have-your-cake-and-eat-it-too-how-ai-can-help-ensure-health-care-organizations-dont-have-to-sacrifice-quality-time-or-cost/
[13] https://edition.cnn.com/2022/12/02/health/strep-a-infections-deaths-explainer-gbr-intl-scli-wellness
[13] https://www.theguardian.com/technology/2022/dec/06/meet-chatgpt-the-viral-ai-tool-that-may-be-a-vision-of-our-weird-tech-future?CMP=share_btn_tw
[12] https://www.forbes.com/sites/steveandriole/2022/11/28/5-technology-clusters-you-need-in-2023---the-ones-you-dont/
[12] https://healthtechmagazine.net/article/2022/10/why-medical-imaging-pushing-clinical-it-cloud
[12] https://www.expresscomputer.in/guest-blogs/how-supply-financing-can-change-the-way-sme-get-financed/92291/
[12] https://www.kedglobal.com/automobiles/newsView/ked202212050002
[11] https://www.forbes.com/sites/forbesagencycouncil/2022/11/10/8-core-leadership-traits/?sh=4be9e7454e93
[11] https://platformthinkinglabs.com/materials/country-as-a-platform-why-singapores-future-needs-a-platform-strategy/

Top URLs in Tweet in G2:
[3] https://www.seattletimes.com/business/technology/a-5-step-tech-checklist-for-handling-air-travel-woes-on-the-go/
[3] https://mssi.com/
[2] https://bd4.ai/insights/digital-user-profiles?utm_source=Twitter&utm_medium=social-media&utm_campaign=org-post_digital-user-profile
[1] https://www.obvlo.com/post/the-power-of-customer-experience-in-the-hospitality-industry
[1] https://www.newtv.co.th/news/109535
[1] https://www.moved.gr/apla-psifiaka-78-h-traveltech-sammy-kai-ta-plana-epektasis-sto-eksoteriko-i-black-friday-kai-ta-data-centers-pou-pane-kriti/
[1] https://www.techwar.gr/108863/apla-psifiaka-78-h-traveltech-sammy-kai-ta-plana-epektasis-sto-exoteriko-i-black-friday-kai-ta-data-centers-poy-pane-kriti/
[1] https://twitter.com/i/web/status/1597245455741632512
[1] https://www.youtube.com/watch?v=MvLBWIAYHh0&feature=youtu.be

[1] https://twitter.com/mikaelhuynh/status/1461031737031548935

Top URLs in Tweet in G3:
[2] https://www.surveymonkey.co.uk/r/96KHJVT
[1] https://www.travolution.com/news/sabre-has-announced-collaboration-with-girls-who-code-non-profit/
[1] https://www.phocuswire.com/how-travel-brands-prioritizing-mobile-app-engagement
[1] https://bit.ly/3OHXVa0
[1] https://news.gtp.gr/2022/11/29/greek-hospitality-sector-sets-priorities-for-future/
[1] https://news.gtp.gr/2022/11/24/sabre-partners-with-trava-to-digitalize-post-booking-for-travel-agents/
[1] https://www.guinnessworldrecords.com/world-records/636196-oldest-software-system-in-continuous-use

Top URLs in Tweet in G4:
[3] https://techfundingnews.com/evaneos-the-first-french-travel-tech-to-obtain-b-corp-certification-collects-e20m-funding/
[1] https://twitter.com/i/web/status/1598713557981470722
[1] https://twitter.com/i/web/status/1598620875468591104

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1598118035214467073

Top URLs in Tweet in G6:
[3] https://mpost.io/how-will-the-metaverse-change-the-travel-experience-in-2023/
[2] https://interestingengineering.com/innovation/the-uks-new-hydrogen-powered-airliner-concept-produces-zero-emissions
[2] https://www.businessinsider.com/the-tsas-facial-recognition-technology-may-go-nationwide-next-year-2022-12?amp
[1] https://ie.social/4yGYV

Top URLs in Tweet in G7:
[1] https://www.linkedin.com/feed/update/urn:li:share:7004412886496210945
[1] https://twitter.com/i/web/status/1598625335465197568
[1] https://twitter.com/travolution/status/1596088065592025088
[1] https://twitter.com/i/web/status/1598704352725696518
[1] https://twitter.com/i/web/status/1598643246846152705

Top URLs in Tweet in G8:
[1] https://www.breakingtravelnews.com/videos/video/wttc-2022-saudi-arabia-tim-hentschelco-founder-and-ceo-of-hotelplanner/
[1] https://twitter.com/i/web/status/1597980159776546823

Top URLs in Tweet in G9:
[1] https://www.photoinduced.com/17087/holiday-gift-guide-2022-1-travel-tech/

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1598775760055111689

Top Domains
Top Domains in Tweet in Entire Graph:
[294] twitter.com
[240] techxplore.com
[205] co.uk
[158] forbes.com
[80] trib.al
[77] healthtechmagazine.net
[67] cnbc.com
[54] medium.com
[51] digitalhealth.net
[51] technative.io

Top Domains in Tweet in G1:
[240] techxplore.com
[235] twitter.com
[201] co.uk
[157] forbes.com
[80] trib.al
[77] healthtechmagazine.net
[67] cnbc.com
[53] medium.com
[51] technative.io
[51] digitalhealth.net

Top Domains in Tweet in G2:
[29] twitter.com
[11] dy.si
[3] seattletimes.com
[3] linkedin.com
[3] exploretech.io
[3] mssi.com
[2] discompany.work
[2] okt.to
[2] co.uk
[2] bd4.ai

Top Domains in Tweet in G3:
[2] co.uk
[2] gtp.gr
[1] travolution.com
[1] phocuswire.com
[1] bit.ly
[1] guinnessworldrecords.com

Top Domains in Tweet in G4:
[3] techfundingnews.com
[2] twitter.com

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

Top Domains in Tweet in G6:
[3] mpost.io
[2] interestingengineering.com
[2] businessinsider.com
[1] ie.social

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

Top Domains in Tweet in G8:
[1] breakingtravelnews.com
[1] twitter.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3336] ehealth
[3299] web3
[3286] finserv
[3281] csuite
[3280] healthtech
[3280] datascientist
[3277] digitalhealth
[3266] cx
[3121] smartcity
[2992] cloud



Top Hashtags in Tweet in G1:
[3335] ehealth
[3295] web3
[3285] finserv
[3279] csuite
[3278] datascientist
[3276] healthtech
[3275] digitalhealth
[3265] cx
[3119] smartcity
[2991] cloud

Top Hashtags in Tweet in G2:
[67] traveltech
[19] digitalage
[12] whereeverythingconnects
[7] travel
[6] travelnurse
[4] africa
[3] techtraveltips
[3] travelsolutions
[3] travelnigeria
[3] travelindustry

Top Hashtags in Tweet in G3:
[7] traveltech
[2] corporatetravel
[2] ttshow
[2] grhotels
[1] traveltechnology
[1] payments101
[1] fintech
[1] hospitality
[1] greece
[1] xeniaexpo

Top Hashtags in Tweet in G4:
[1] traveltech
[1] service
[1] guide
[1] startup
[1] traveller

Top Hashtags in Tweet in G6:
[13] traveltech
[8] travel
[3] metaverse
[3] tourism
[3] vr
[3] aviation
[3] aviationlovers
[2] netzero
[1] luxurytravel
[1] facialrecognition

Top Hashtags in Tweet in G7:
[5] traveltech
[1] awards

Top Hashtags in Tweet in G8:
[2] hospitality
[2] traveltech
[2] riyadh
[1] uzakrota2022
[1] travelawards2022
[1] meetingpackage
[1] automation
[1] hoteltech
[1] meetingsandevents
[1] digitaltransformation

Top Hashtags in Tweet in G9:
[1] traveltech
[1] giftguide
[1] hydration

Top Hashtags in Tweet in G10:
[3] futureofwork
[1] ces2023
[1] healthtech
[1] smartcity
[1] datascientist
[1] csuite
[1] digitalhealth
[1] web3
[1] remote
[1] travelers

Top Words
Top Words in Tweet in Entire Graph:
[3336] #ehealth
[3299] #web3
[3286] #finserv
[3281] #csuite
[3280] #datascientist
[3280] #healthtech
[3277] #digitalhealth
[3266] #cx
[3121] #smartcity
[3076] chidambara09

Top Words in Tweet in G1:
[3335] #ehealth
[3295] #web3
[3285] #finserv
[3279] #csuite
[3278] #datascientist
[3276] #healthtech
[3275] #digitalhealth
[3265] #cx
[3119] #smartcity
[3073] chidambara09

Top Words in Tweet in G2:
[67] #traveltech
[30] travel
[27] wk
[23] experience
[22] tech
[21] take
[20] transport
[20] safety
[20] business
[19] increased

Top Words in Tweet in G3:
[9] سنة
[9] اليوم
[9] التشغيل
[8] حسب
[8] للأرقام
[8] زال
[8] يكون
[8] ٦٢
[8] موسوعة
[8] حاسوبي

Top Words in Tweet in G4:
[4] lecollectionist
[3] evaneos
[3] corp
[3] french
[3] certification
[3] collects
[3] obtain
[3] travel
[3] funding
[3] tech

Top Words in Tweet in G5:
[15] belief
[15] work
[15] always
[15] integrity
[15] vision
[15] pays
[15] hard
[15] passion
[15] grit
[14] theanswer_web3

Top Words in Tweet in G6:
[13] #traveltech
[9] travelesquire
[8] #travel
[6] fly
[5] refueling
[5] without
[5] intengineering
[4] rv
[4] dream
[4] having

Top Words in Tweet in G7:
[6] traveltechscot
[6] team
[5] #traveltech
[4] scotland
[4] winning
[4] more
[4] technology
[4] community
[3] read
[3] news

Top Words in Tweet in G8:
[7] meetingpackage
[5] hotelplannerceo
[5] speaking
[4] travel
[4] 2022
[4] awards
[4] provider
[4] leading
[4] uzakrota
[4] technology

Top Words in Tweet in G10:
[8] benefits
[6] insurednomads
[4] payment
[4] airport
[4] membership
[4] upgrade
[4] perks
[4] card
[4] access
[4] mastercard

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3278] #datascientist,#csuite
[3275] #csuite,#digitalhealth
[3267] #digitalhealth,#web3
[3265] #ehealth,#finserv
[3265] #cx,#ehealth
[3260] #web3,#cx
[3042] #healthtech,#smartcity
[3040] #smartcity,#datascientist
[2992] #finserv,#cloud
[1974] chidambara09,#healthtech

Top Word Pairs in Tweet in G1:
[3276] #datascientist,#csuite
[3273] #csuite,#digitalhealth
[3265] #digitalhealth,#web3
[3264] #ehealth,#finserv
[3264] #cx,#ehealth
[3259] #web3,#cx
[3040] #healthtech,#smartcity
[3038] #smartcity,#datascientist
[2991] #finserv,#cloud
[1973] chidambara09,#healthtech

Top Word Pairs in Tweet in G2:
[19] #digitalage,transport
[19] experience,increased
[19] increased,safety
[18] take,business
[18] passenger,experience
[18] superior,passenger
[18] transport,solutions
[18] solutions,take
[18] business,superior
[12] better,operational

Top Word Pairs in Tweet in G3:
[8] موسوعة,جينيس
[8] القياسية,قد
[8] حاسوبي,ما
[8] حسب,موسوعة
[8] التشغيل,حسب
[8] ما,زال
[8] عمره,اليوم
[8] اليوم,٦٢
[8] نظام,حجوزات
[8] ٦٢,سنة

Top Word Pairs in Tweet in G4:
[3] tech,obtain
[3] evaneos,first
[3] certification,collects
[3] first,french
[3] obtain,corp
[3] 20m,funding
[3] french,travel
[3] corp,certification
[3] travel,tech
[3] collects,20m

Top Word Pairs in Tweet in G5:
[15] belief,vision
[15] always,pays
[15] integrity,belief
[15] pays,grit
[15] grit,integrity
[15] work,always
[15] hard,work
[15] vision,passion
[14] theanswer_web3,hard
[14] passion,mos

Top Word Pairs in Tweet in G6:
[5] without,refueling
[3] 279,seater
[3] plane,fly
[3] #travel,experience
[3] seater,fly
[3] #2023,#traveltech
[3] hydrogen,plane
[3] francisco,without
[3] #traveltech,#aviation
[3] fly,halfway

Top Word Pairs in Tweet in G7:
[3] read,more
[3] team,latest
[3] team,bywaytravel
[3] technology,team
[3] well,done
[3] massive,congratulations
[3] congratulations,traveltekltd
[3] scotland,community
[3] community,team
[3] best,technology

Top Word Pairs in Tweet in G8:
[4] technology,provider
[4] award,uzakrota
[4] world's,leading
[4] provider,award
[4] travel,awards
[4] won,world's
[4] uzakrota,travel
[4] meetingpackage,won
[4] awards,2022
[4] leading,hotel

Top Word Pairs in Tweet in G10:
[4] lounge,access
[4] card,membership
[4] membership,perks
[4] payment,card
[4] mastercard,payment
[4] benefits,mastercard
[4] airport,lounge
[4] ready,upgrade
[4] upgrade,benefits
[4] perks,airport

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@chidambara09
@enilev
@betamoroney
@theanswer_web3
@travelesquire
@ces
@wballaa
@insurednomads
@development_rt
@traveltechscot

Top Mentioned in G1:
@chidambara09
@enilev
@betamoroney
@ces
@development_rt
@mit
@meetingpackage
@battlefaceplan
@hana_elsayyed
@curieuxexplorer

Top Mentioned in G2:
@movedgr
@ruigfsilva
@exploretech

Top Mentioned in G3:
@wballaa
@sabre_corp
@travolution
@phocuswire
@girlswhocode
@worldlinems
@mitrasorrells
@grhotels
@avassilikos
@chain4travel

Top Mentioned in G4:
@lecollectionist
@tfnbreakingnews
@partechpartners
@levelequity
@xangevc
@serenavc
@bpifrance
@quadrille_cap
@yvanwibaux
@ericbonnard

Top Mentioned in G5:
@theanswer_web3

Top Mentioned in G6:
@travelesquire
@intengineering
@businessinsider
@airbus
@susanstellflue
@steube
@sebbourguignon

Top Mentioned in G7:
@traveltechscot
@traveltekltd
@bywaytravel
@sensecity
@isle20shop
@private_house
@coastrofficial

Top Mentioned in G8:
@hotelplannerceo
@meetingpackage
@hotelplanner
@btn_news
@wttc

Top Mentioned in G9:
@skbcases
@peakdesignltd
@platypodtripods
@ankerofficial
@mophie
@twelvesouth
@roku
@oakley

Top Mentioned in G10:
@insurednomads
@mastercard
@andrewjernigan
@chidambara09
@startups

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@dataaugmented
@godfrey_g_
@businessinsider
@ml_tweet_bot
@easyjet
@vrretweeter
@caring_mobile
@shi4tech
@artistrtweeters

Top Tweeters in G1:
@chidambara09
@dataaugmented
@godfrey_g_
@ml_tweet_bot
@caring_mobile
@shi4tech
@artistrtweeters
@bashnano
@robotconsumer
@grjenkin

Top Tweeters in G2:
@zobjobsgb
@moueller1961
@toptravelgadget
@newtv_18
@developerjobsuk
@travelsmyboys
@ever_feng
@techwargr1
@futurajoaquin
@ai_connects_us

Top Tweeters in G3:
@rumaykhani
@phocuswire
@gtpgr
@wballaa
@moha_mosh
@girlswhocode
@travolution
@sabre_corp
@m_turkistany
@sakharalkhereyf

Top Tweeters in G4:
@bpifrance
@partechpartners
@swipeline_tr
@xangevc
@estimeo
@tfnbreakingnews
@serenavc
@isabelletresson
@swipeline_media
@v7labs

Top Tweeters in G5:
@demigod_ik
@buremo_irede
@nocta_sol
@nftersol2
@coredaobulletin
@cryptopalantir
@blu3jay3
@gombo1986
@jizascrust
@jazzaguyape

Top Tweeters in G6:
@businessinsider
@vrretweeter
@surfnsunshine
@sebbourguignon
@1dad1kid
@intengineering
@travelesquire
@magicarp8
@steube
@airbus

Top Tweeters in G7:
@aileenlamb
@private_house
@coastrofficial
@cassiebouverie
@isle20shop
@joshuaryansaha
@traveltekltd
@bywaytravel
@traveltechscot
@sensecity

Top Tweeters in G8:
@btn_news
@estimucin
@gkhnerdogan
@wttc
@uzakrota
@hotelplanner
@meetingpackage
@hotelplannerceo
@baslemmens

Top Tweeters in G9:
@roku
@oakley
@ankerofficial
@twelvesouth
@mophie
@peakdesignltd
@photoinduced
@platypodtripods
@skbcases

Top Tweeters in G10:
@dasfintechbot
@mastercard
@insurtrek
@andrewjernigan
@insurednomads
@theicnetwork
@allenckoski
@startups


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