traveltech, Twitter, 1/12/2023 2:26:57 AM, 287794


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traveltech_2023-01-11_18-18-08.xlsx
traveltech_2023-01-11_18-18-08.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 12, 2023
Short Description:
traveltech via NodeXL https://bit.ly/3XpYU1O
@chidambara09
@enricomolinari
@curieuxexplorer
@glengilmore
@shi4tech
@reuters
@travelesquire
@themimiq
@albertoemachado
@roy_austin90

Top hashtags:
#web3
#ehealth
#smartcity
#healthtech
#csuite
#digitalhealth

Description:
Description
The graph represents a network of 314 Twitter users whose recent tweets contained "traveltech", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 02:22 UTC.

The tweets in the network were tweeted over the 606-day, 5-hour, 48-minute period from Saturday, 15 May 2021 at 19:05 UTC to Thursday, 12 January 2023 at 00:53 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 314
Unique Edges : 162
Edges With Duplicates : 12157
Total Edges : 12319
Number of Edge Types : 8
Retweet : 2841
MentionsInRetweet : 2943
Mentions : 6394
Tweet : 101
Quote : 9
MentionsInQuote : 6
Replies to : 16
MentionsInReplyTo : 9
Self-Loops : 6120
Reciprocated Vertex Pair Ratio : 0.05
Reciprocated Edge Ratio : 0.0952380952380952
Connected Components : 78
Single-Vertex Connected Components : 45
Maximum Vertices in a Connected Component : 162
Maximum Edges in a Connected Component : 12057
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.44108
Graph Density : 0.0032050629820313
Modularity : 0.026663
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 314 Twitter users whose recent tweets contained "traveltech", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 02:22 UTC.

The tweets in the network were tweeted over the 606-day, 5-hour, 48-minute period from Saturday, 15 May 2021 at 19:05 UTC to Thursday, 12 January 2023 at 00:53 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[17] https://www.inverse.com/gear/pimax-portal-crystal-handheld-vr-headset-ces-2023?utm_campaign=inverse&utm_content=1673092800&utm_medium=owned&utm_source=twitter
[15] https://www2.deloitte.com/uk/en/insights/focus/tech-trends/2023/artificial-intelligence-humans.html
[15] https://www.econlib.org/technology-and-arbitration-the-new-trends-of-law/
[14] https://gizmodo.com/billie-eilish-citizen-app-doxxed-burglary-1849958899
[13] https://thehill.com/opinion/technology/3803639-killer-robots-and-ais-dirty-little-secret-many-people-prefer-robots-over-humans/
[13] https://financialit.net/blog/analytics/what-do-financial-leaders-need-their-uc-analytics-tools
[13] https://www.euronews.com/next/2023/01/03/doctors-salaries-which-countries-pay-the-most-and-least-in-europe
[12] https://www.computerweekly.com/news/252528832/Qualcomm-goes-up-a-gear-in-driver-assistance-and-autonomous-driving
[12] https://login.medscape.com/login/sso/getlogin?wcode=102&client=205502&urlCache=aHR0cHM6Ly93d3cubWVkc2NhcGUuY29tL3NsaWRlc2hvdy8yMDIyLXlvdW5nLXBoeXMtY29tcC1ycHQtNjAxNTY5Nz9zcmM9YmFuX2NvbXAyMDIyX3lvdW5nX2Rlc2tfbXNjcG1ya19ocA&sc=ng&scode=msp
[12] https://www.forbes.com/sites/amirhusain/2023/01/05/ten-tech-trends-for-2023/

Top URLs in Tweet in G1:
[17] https://www.inverse.com/gear/pimax-portal-crystal-handheld-vr-headset-ces-2023?utm_campaign=inverse&utm_content=1673092800&utm_medium=owned&utm_source=twitter
[15] https://www2.deloitte.com/uk/en/insights/focus/tech-trends/2023/artificial-intelligence-humans.html
[15] https://www.econlib.org/technology-and-arbitration-the-new-trends-of-law/
[14] https://gizmodo.com/billie-eilish-citizen-app-doxxed-burglary-1849958899
[13] https://www.euronews.com/next/2023/01/03/doctors-salaries-which-countries-pay-the-most-and-least-in-europe
[13] https://thehill.com/opinion/technology/3803639-killer-robots-and-ais-dirty-little-secret-many-people-prefer-robots-over-humans/
[13] https://financialit.net/blog/analytics/what-do-financial-leaders-need-their-uc-analytics-tools
[12] https://login.medscape.com/login/sso/getlogin?wcode=102&client=205502&urlCache=aHR0cHM6Ly93d3cubWVkc2NhcGUuY29tL3NsaWRlc2hvdy8yMDIyLXlvdW5nLXBoeXMtY29tcC1ycHQtNjAxNTY5Nz9zcmM9YmFuX2NvbXAyMDIyX3lvdW5nX2Rlc2tfbXNjcG1ya19ocA&sc=ng&scode=msp
[12] https://www.computerweekly.com/news/252528832/Qualcomm-goes-up-a-gear-in-driver-assistance-and-autonomous-driving
[12] https://www.euronews.com/next/2022/12/31/chatgpt-4-combating-climate-change-and-less-bias-ais-challenges-in-2023

Top URLs in Tweet in G2:
[4] https://exploretech.io/
[4] https://twitter.com/WeBookYou1/status/1612471134426906625/photo/1
[3] https://solutions.travelcompositor.com/fitur2023-0
[3] https://www.calcalistech.com/ctechnews/article/rkxyovn9i
[2] https://en.globes.co.il/en/article-1001435304#utm_source=RSS
[2] https://travelmagenta.com/
[2] https://mssi.com/
[1] https://skift.com/2023/01/03/southwests-meltdown-should-be-a-technology-warning-for-airlines/
[1] https://en.globes.co.il/en/article-1001435304?utm_source=dlvr.it&utm_medium=twitter#utm_source=RSS
[1] https://twitter.com/JComm_NewsFeeds/status/1613240365481623552/photo/1

Top URLs in Tweet in G3:
[3] https://www.iot-now.com/2023/01/04/126606-mimiq-chooses-helium-network-to-launch-claimed-worlds-thinnest-tracker-at-ces-2023/
[1] https://twitter.com/Reuters/status/1610657428831346689/video/1
[1] https://twitter.com/themimiq/status/1613293586145234945/photo/1
[1] https://twitter.com/themimiq/status/1610687133471379456/photo/1
[1] https://twitter.com/themimiq/status/1611592161451200513/photo/1
[1] https://twitter.com/themimiq/status/1612910057007779841/video/1

Top URLs in Tweet in G4:
[1] https://twitter.com/leandrofortes/status/1610336943530971137
[1] https://www.ces.tech/conference/55926/1020896.aspx
[1] https://twitter.com/TravelTech/status/1610329988632297474/photo/1

Top URLs in Tweet in G5:
[1] https://twitter.com/enricomolinari/status/1612207968484839427/video/1

Top URLs in Tweet in G6:
[2] https://www.altexsoft.com/glossary/
[1] https://twitter.com/AltexSoft/status/1611020436237606914
[1] https://twitter.com/Travel_Ledger/status/1612408909519544320
[1] https://twitter.com/nezasatravel/status/1607684981916147712
[1] https://twitter.com/nezasatravel/status/1612390290404392960
[1] https://twitter.com/AltexSoft/status/1611020436237606914/photo/1
[1] https://twitter.com/nezasatravel/status/1611343106347094016/photo/1
[1] https://nezasa.com/events/
[1] https://nezasa.com/blog/nezasas-year-in-numbers/?utm_content=233919346&utm_medium=social&utm_source=twitter&hss_channel=tw-845527050
[1] https://twitter.com/Travel_Ledger/status/1612408909519544320/photo/1

Top URLs in Tweet in G7:
[2] https://twitter.com/gigadgets_/status/1611211805749133313/video/1
[2] https://www.cnn.com/travel/article/airtag-lost-bag-valerie-szybala-united/index.html
[2] https://twitter.com/TravelEsquire/status/1612905874237816832/photo/1
[1] https://interestingengineering.com/transportation/hydrogen-power-fuel-efficient
[1] https://twitter.com/TravelEsquire/status/1611818712016863232/photo/1
[1] https://twitter.com/CurieuxExplorer/status/1609550392093978627/video/1

Top URLs in Tweet in G8:
[1] https://www.cnbc.com/2023/01/05/delta-plans-to-offer-free-wi-fi-starting-feb-1.html

Top URLs in Tweet in G9:
[1] https://startupitalia.eu/188622-20230109-cosa-fa-argo-lacceleratore-di-startup-traveltech

Top Domains
Top Domains in Tweet in Entire Graph:
[228] forbes.com
[216] medium.com
[146] co.uk
[127] digitaltrends.com
[103] twitter.com
[83] uktech.news
[76] nextgov.com
[73] euronews.com
[72] venturebeat.com
[64] towardsai.net

Top Domains in Tweet in G1:
[227] forbes.com
[216] medium.com
[144] co.uk
[127] digitaltrends.com
[83] uktech.news
[76] nextgov.com
[73] euronews.com
[72] venturebeat.com
[64] towardsai.net
[61] fintechnews.ch

Top Domains in Tweet in G2:
[37] twitter.com
[6] discompany.work
[4] exploretech.io
[3] co.il
[3] travelcompositor.com
[3] calcalistech.com
[3] linkedin.com
[2] okt.to
[2] travelmagenta.com
[2] mssi.com

Top Domains in Tweet in G3:
[5] twitter.com
[3] iot-now.com

Top Domains in Tweet in G4:
[2] twitter.com
[1] ces.tech

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

Top Domains in Tweet in G6:
[8] twitter.com
[2] altexsoft.com
[2] nezasa.com
[1] phocuswright.com

Top Domains in Tweet in G7:
[6] twitter.com
[2] cnn.com
[1] interestingengineering.com

Top Domains in Tweet in G8:
[1] cnbc.com

Top Domains in Tweet in G9:
[1] startupitalia.eu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4873] web3
[4866] ehealth
[4850] smartcity
[4849] healthtech
[4847] csuite
[4847] digitalhealth
[4846] datascientist
[4845] finserv
[4843] cx
[2279] traveltech



Top Hashtags in Tweet in G1:
[4873] web3
[4866] ehealth
[4850] smartcity
[4847] healthtech
[4847] csuite
[4846] datascientist
[4846] digitalhealth
[4844] finserv
[4843] cx
[2150] traveltech

Top Hashtags in Tweet in G2:
[48] traveltech
[6] travel
[5] eazyrooms
[4] fitur
[4] hoteltech
[4] hospitalitytech
[4] exploretech
[4] traveltechnology
[4] travelnurse
[3] travelcompositor

Top Hashtags in Tweet in G3:
[22] tech
[18] ces2023
[13] autonomous
[13] smarthome
[13] ai
[10] ces
[9] iotforthepeople
[9] everyday
[9] track
[7] go

Top Hashtags in Tweet in G4:
[2] traveltech
[2] innovation
[1] ces2023

Top Hashtags in Tweet in G5:
[10] traveltech
[10] lasvegas
[10] milan
[10] ces
[10] fintech
[10] innovation
[10] digital
[10] coding
[10] insurtech
[1] finserv

Top Hashtags in Tweet in G6:
[11] traveltech
[2] partnership
[2] events
[2] team
[2] travel
[1] tripplanner
[1] tripoptimizer
[1] fitur2023
[1] travelledger
[1] reconcile

Top Hashtags in Tweet in G7:
[9] traveltech
[8] travel
[4] yacht
[4] designthinking
[4] aviation
[4] sustainabletravel
[4] future
[2] tech
[2] ces2023
[2] mobility

Top Hashtags in Tweet in G8:
[1] ستارلنك
[1] spacetech
[1] traveltech
[1] telecom

Top Hashtags in Tweet in G9:
[3] traveltech
[3] venturecapital
[1] turismo
[1] startup

Top Words
Top Words in Tweet in Entire Graph:
[4966] chidambara09
[4873] #web3
[4866] #ehealth
[4850] #smartcity
[4849] #healthtech
[4847] #csuite
[4847] #digitalhealth
[4846] #datascientist
[4845] #finserv
[4843] #cx

Top Words in Tweet in G1:
[4966] chidambara09
[4873] #web3
[4866] #ehealth
[4850] #smartcity
[4847] #healthtech
[4847] #csuite
[4846] #datascientist
[4846] #digitalhealth
[4844] #finserv
[4843] #cx

Top Words in Tweet in G2:
[48] #traveltech
[21] travel
[18] wk
[15] traveltech
[14] tech
[12] technology
[10] rn
[8] hotelmize
[7] 2023
[7] raises

Top Words in Tweet in G3:
[22] #tech
[18] #ces2023
[13] shi4tech
[13] defibrillators
[13] #smarthome
[13] #autonomous
[13] #ai
[13] reuters
[13] ty
[13] look

Top Words in Tweet in G4:
[4] traveltech
[2] ceo
[2] ces
[2] discussing
[2] #traveltech
[2] #innovation
[2] laura
[2] attending
[2] president
[2] chadwick

Top Words in Tweet in G5:
[10] back
[10] #ces
[10] #fintech
[10] #lasvegas
[10] top
[10] story
[10] #coding
[10] #milan
[10] #innovation
[10] #traveltech

Top Words in Tweet in G6:
[11] #traveltech
[5] travel
[5] lottmus
[4] keep
[4] love
[4] 2023
[4] work
[4] good
[3] fans
[3] excellent

Top Words in Tweet in G7:
[9] #traveltech
[8] #travel
[7] ty
[6] travelesquire
[4] uhp
[4] #sustainabletravel
[4] air
[4] #aviation
[4] #yacht
[4] curieuxexplorer

Top Words in Tweet in G8:
[10] على
[5] القطع
[5] في
[5] ولكن
[5] المحمولة
[5] الأقل
[5] تقديم
[5] طريقها
[5] لتكون
[5] المقاعد

Top Words in Tweet in G9:
[4] sono
[3] capital
[3] finalmente
[3] #traveltech
[3] venture
[3] capito
[3] argo
[3] dati
[3] positivi
[3] lancia

Top Words in Tweet in G10:
[4] going
[4] startup
[4] project
[4] ready
[4] nft
[4] traveltech
[3] xploriusxyz

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4847] #healthtech,#smartcity
[4846] #datascientist,#csuite
[4846] #csuite,#digitalhealth
[4844] #digitalhealth,#web3
[4843] #web3,#cx
[4842] #cx,#ehealth
[4839] #ehealth,#finserv
[4340] #smartcity,#datascientist
[2775] chidambara09,#healthtech
[2225] #finserv,#mark

Top Word Pairs in Tweet in G1:
[4847] #healthtech,#smartcity
[4846] #csuite,#digitalhealth
[4846] #datascientist,#csuite
[4844] #digitalhealth,#web3
[4843] #web3,#cx
[4842] #cx,#ehealth
[4839] #ehealth,#finserv
[4340] #smartcity,#datascientist
[2775] chidambara09,#healthtech
[2225] #finserv,#mark

Top Word Pairs in Tweet in G2:
[7] hotelmize,raises
[6] 旅行,traveltech
[6] traveltech,トラベルテック
[5] トラベルテック,領域のit企業
[5] travel,tech
[4] raises,12
[4] 12,million
[4] #hospitalitytech,#traveltech
[4] #traveltech,#exploretech
[4] million,series

Top Word Pairs in Tweet in G3:
[13] #autonomous,#smarthome
[13] #smarthome,defibrillators
[13] ty,shi4tech
[13] shi4tech,#ai
[13] reuters,ty
[13] defibrillators,look
[13] #ces2023,reuters
[13] look,#tech
[13] #tech,#ces2023
[12] glengilmore,#autonomous

Top Word Pairs in Tweet in G4:
[2] #traveltech,#innovation
[2] attending,ces
[2] traveltech,president
[2] ces,week
[2] ceo,laura
[2] week,traveltech
[2] chadwick,discussing
[2] discussing,#traveltech
[2] president,ceo
[2] laura,chadwick

Top Word Pairs in Tweet in G5:
[10] #digital,#coding
[10] story,coming
[10] #coding,#insurtech
[10] #traveltech,story
[10] #milan,#ces
[10] #ces,#fintech
[10] back,#lasvegas
[10] top,#traveltech
[10] #fintech,#innovation
[10] #lasvegas,#milan

Top Word Pairs in Tweet in G6:
[3] fans,lottmus
[3] closely,#traveltech
[3] good,work
[3] work,big
[3] follow,closely
[3] maryrega,follow
[3] keep,good
[3] big,fans
[3] lottmus,maryrega
[2] news,concerned

Top Word Pairs in Tweet in G7:
[4] ty,curieuxexplorer
[4] #yacht,#designthinking
[4] #travel,#sustainabletravel
[4] #traveltech,#travel
[4] #sustainabletravel,#future
[4] air,#yacht
[4] #aviation,#traveltech
[4] uhp,ty
[4] #designthinking,uhp
[4] curieuxexplorer,#aviation

Top Word Pairs in Tweet in G8:
[5] الطيران,مع
[5] تصغر,وعدد
[5] مجانية,على
[5] يقل,ولكن
[5] على,الأقل
[5] وعدد,القطع
[5] المحمولة,يقل
[5] ولكن,على
[5] المقاعد,تصغر
[5] طريقها,لتكون

Top Word Pairs in Tweet in G9:
[3] capito,#venturecapital
[3] dati,sul
[3] capital,lancia
[3] sono,positivi
[3] cdp,venture
[3] sul,#traveltech
[3] argo,dati
[3] positivi,finalmente
[3] #traveltech,sono
[3] finalmente,capito

Top Word Pairs in Tweet in G10:
[4] nft,project
[4] traveltech,startup
[4] startup,ready
[4] project,traveltech
[4] going,nft
[3] xploriusxyz,going

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@chidambara09
@enilev
@betamoroney
@reuters
@shi4tech
@glengilmore
@enricomolinari
@caring_mobile
@themimiq
@travelesquire

Top Mentioned in G1:
@chidambara09
@enilev
@betamoroney
@caring_mobile
@tlaltweets
@enricomolinari
@sony
@glengilmore
@reuters

Top Mentioned in G3:
@reuters
@shi4tech
@glengilmore
@themimiq
@albertoemachado
@khulood_almani
@haroldsinnott
@analytics_699
@curieuxexplorer
@jimharris

Top Mentioned in G4:
@traveltech
@ces
@86struggle
@dee_gmiterko
@joaopcgsilva
@eyaddev2
@buildingcommun1
@kodcycle
@nneka_ejere
@amznbestsellers

Top Mentioned in G5:
@enricomolinari

Top Mentioned in G6:
@lottmus
@maryrega
@cruisewatchcom
@altexsoft
@fitur_madrid
@anzcro

Top Mentioned in G7:
@travelesquire
@curieuxexplorer
@terenceleungsf
@glengilmore
@reuters
@shi4tech
@intengineering

Top Mentioned in G8:
@delta
@wballaa

Top Mentioned in G9:
@startup_italia
@lventuregroup
@chiaraburatti

Top Mentioned in G10:
@xploriusxyz

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@cybersecurityn8
@delta
@flight_refunds
@southwestair
@reuters
@ml_tweet_bot
@ssxman2
@economictimes
@jcomm_newsfeeds

Top Tweeters in G1:
@chidambara09
@ml_tweet_bot
@ssxman2
@caring_mobile
@artistrtweeters
@pythonroboto
@cyberdfir
@fmfrancoise
@robotconsumer
@newsneus

Top Tweeters in G2:
@jcomm_newsfeeds
@audiumcp
@apptrailerfish
@techinasia
@travelsmyboys
@globesbiz
@globesenglish
@startupreport
@calcalistech
@discompany0

Top Tweeters in G3:
@cybersecurityn8
@reuters
@shi4tech
@ing_martin_v
@haroldsinnott
@albertoemachado
@glengilmore
@khulood_almani
@jeffkagan
@jimharris

Top Tweeters in G4:
@ces
@maryamm
@alonsom_a
@traveltech
@awtravelweekly
@roy_austin90
@amznbestsellers
@kodcycle
@dee_gmiterko
@joaopcgsilva

Top Tweeters in G5:
@jeancayeux
@magnifintech
@frronconi
@enricomolinari
@siddharthks
@nandnnor
@boredombot
@insurtrek
@laurentalaus
@zayasgameroom

Top Tweeters in G6:
@phocuswright
@lottmus
@fitur_madrid
@altexsoft
@nezasatravel
@maryrega
@travel_ledger
@cruisewatchcom
@anzcro

Top Tweeters in G7:
@surfnsunshine
@curieuxexplorer
@riggsbeem
@intengineering
@travelesquire
@terenceleungsf
@crazymyworlds
@frgagnant
@edkckwong

Top Tweeters in G8:
@delta
@yasser_saud
@mohamedkiboub
@wballaa
@alqahtani_w1
@thamirdanish

Top Tweeters in G9:
@startzai
@startup_italia
@lventuregroup
@a_lasalandra
@chiaraburatti

Top Tweeters in G10:
@akin_oyekola
@agchristiano2
@xploriusxyz
@juubiesaphoenix


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