traveltech, Twitter, 12/29/2022 3:00:36 AM, 287161


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traveltech_2022-12-28_18-18-08.xlsx
traveltech_2022-12-28_18-18-08.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 29, 2022
Short Description:
traveltech via NodeXL https://bit.ly/3C7cRt4
@chidambara09
@enilev
@travelesquire
@betamoroney
@khulood_almani
@jaalster
@caring_mobile
@aldeamartinez
@tripchi
@dataforubi

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

Description:
Description
The graph represents a network of 101 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 12/28/2022 5:00:34 PM. The network was obtained from Twitter on Thursday, 29 December 2022 at 02:19 UTC.

The tweets in the network were tweeted over the 1254-day, 11-hour, 20-minute period from Tuesday, 23 July 2019 at 13:40 UTC to Thursday, 29 December 2022 at 01:00 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 : 101
Unique Edges : 56
Edges With Duplicates : 2833
Total Edges : 2889
Number of Edge Types : 8
Retweet : 569
MentionsInRetweet : 584
Mentions : 1697
Tweet : 21
MentionsInReplyTo : 11
Replies to : 2
Quote : 1
MentionsInQuote : 4
Self-Loops : 1408
Reciprocated Vertex Pair Ratio : 0.0309278350515464
Reciprocated Edge Ratio : 0.06
Connected Components : 25
Single-Vertex Connected Components : 14
Maximum Vertices in a Connected Component : 57
Maximum Edges in a Connected Component : 2836
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.074118
Graph Density : 0.0099009900990099
Modularity : 0.034402
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 101 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 12/28/2022 5:00:34 PM. The network was obtained from Twitter on Thursday, 29 December 2022 at 02:19 UTC.

The tweets in the network were tweeted over the 1254-day, 11-hour, 20-minute period from Tuesday, 23 July 2019 at 13:40 UTC to Thursday, 29 December 2022 at 01:00 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:
[18] https://www.scmagazine.com/news/cybercrime/godfather-uses-web-fakes-to-serve-up-a-banking-trojan-thats-impossible-to-refuse
[15] https://www.dailymail.co.uk/tvshowbiz/article-11577463/Its-dangerous-thing-Jameela-Jamil-talks-battle-Ehlers-Danlos-syndrome.html?ito=social-twitter_dailymailceleb
[14] https://www.dailymail.co.uk/news/article-11578871/Aftermath-New-York-State-blizzard-resembles-war-zone-death-toll-rises-search-continues.html?ito=social-twitter_mailonline
[13] https://spectrum.ieee.org/electronic-pill
[12] https://technative.io/the-uber-breach-what-went-wrong/
[8] https://www.forbes.com/sites/mayrarodriguezvalladares/2022/10/25/over-two-thirds-of-us-states-do-not-have-enough-cash-to-pay-their-obligations/?ss=banking-insurance
[6] https://www.forbes.com/sites/forbesagencycouncil/2022/11/28/maintaining-employee-morale-before-during-and-after-a-digital-transformation/
[5] https://www.expresspharma.in/we-plan-to-continue-expanding-our-footprints-in-india-including-producing-quality-excipients-and-introducing-new-products/
[5] https://www.digitaltrends.com/mobile/movano-evie-smart-ring-for-women-ceo-interview-ces-2023/?utm_source=twitter&utm_medium=socialorg&utm_campaign=rss-feed
[5] https://www.mobihealthnews.com/news/telehealth-company-mediorbis-integrates-kahuns-ai-based-digital-intake-tool?mkt_tok=NDIwLVlOQS0yOTIAAAGI1azqhRVhYjC8HsTsisOkvUwzpAWD8mR3y-fgtL5LXetH-nUd-5Jz2BOzrDxeYdRqlTqNZmyOr6e8Y6SGDUl2FsJL-wuCGo8hM9lCWrUA

Top URLs in Tweet in G1:
[17] https://www.scmagazine.com/news/cybercrime/godfather-uses-web-fakes-to-serve-up-a-banking-trojan-thats-impossible-to-refuse
[14] https://www.dailymail.co.uk/tvshowbiz/article-11577463/Its-dangerous-thing-Jameela-Jamil-talks-battle-Ehlers-Danlos-syndrome.html?ito=social-twitter_dailymailceleb
[12] https://www.dailymail.co.uk/news/article-11578871/Aftermath-New-York-State-blizzard-resembles-war-zone-death-toll-rises-search-continues.html?ito=social-twitter_mailonline
[12] https://technative.io/the-uber-breach-what-went-wrong/
[11] https://spectrum.ieee.org/electronic-pill
[8] https://www.forbes.com/sites/mayrarodriguezvalladares/2022/10/25/over-two-thirds-of-us-states-do-not-have-enough-cash-to-pay-their-obligations/?ss=banking-insurance
[6] https://www.forbes.com/sites/forbesagencycouncil/2022/11/28/maintaining-employee-morale-before-during-and-after-a-digital-transformation/
[5] https://www.reuters.com/business/sustainable-business/us-finance-faces-esg-backlash-more-come-2023-2022-12-27/
[4] https://www.biovoicenews.com/corbevax-booster-in-individuals-vaccinated-with-covaxin-or-covisheild-gives-maximum-protection-against-omicron-variants/
[4] https://wraltechwire.com/2022/12/26/january-headliners-part-ii-45-statewide-events-to-ring-in-the-new-year/

Top URLs in Tweet in G2:
[2] https://www.hotelnewsresource.com/article124171.html?utm_source=dlvr.it&utm_medium=twitter
[1] https://facancy.ru/vacancies/operatsionnyi-direktor-v-traveltech-startap-check-in?utm_source=twitter&utm_medium=social&utm_campaign=14748824
[1] https://www.traveltech.org/statement-on-bipartisan-omnibus-travel-and-tourism-act/
[1] https://twitter.com/TravelTech/status/1608157628185681923/photo/1
[1] https://twitter.com/Eazyrooms/status/1607973441713606656/photo/1
[1] https://vocal.media/theSwamp/ghana-s-anti-gay-bill-will-jail-me-for-not-wearing-a-dress-using-my-vibrator-and-i-m-not-even-gay
[1] https://twitter.com/soulartrecshun/status/1607637210949353472/photo/1
[1] https://exploretech.io/
[1] https://twitter.com/exploretech/status/1607994883649769473/photo/1
[1] https://l.facebook.com/l.php?u=https%3A%2F%2Fwww.hotelnewsresource.com%2Farticle124171.html&h=AT0xbLngtYbWOjlvQqMPMKU1-5ld_m85w7q898B9XRKQl09562RPdZ5d3E5sNbcJkEguLz53ZlUSbUGudHDyT0115yNWnU0wldhfNQrHLi8dg4q0XcVcRQb_kYdC-jsb&s=1

Top URLs in Tweet in G3:
[2] https://www.digitaltrends.com/mobile/movano-evie-smart-ring-for-women-ceo-interview-ces-2023/?utm_source=twitter&utm_medium=socialorg&utm_campaign=rss-feed
[2] https://www.expresspharma.in/we-plan-to-continue-expanding-our-footprints-in-india-including-producing-quality-excipients-and-introducing-new-products/
[2] https://www.dailymail.co.uk/news/article-11578871/Aftermath-New-York-State-blizzard-resembles-war-zone-death-toll-rises-search-continues.html?ito=social-twitter_mailonline
[2] https://spectrum.ieee.org/electronic-pill
[1] https://cointelegraph.com/news/kraken-quits-japan-for-second-time-blaming-a-weak-crypto-market
[1] https://wraltechwire.com/2022/12/26/is-the-price-right-what-startups-need-to-know-before-pricing-product/
[1] https://wraltechwire.com/2022/12/26/pig-butchering-is-latest-crypto-scam-sweeping-us-heres-how-it-works/
[1] https://wraltechwire.com/2022/12/26/triangle-startup-guide-updates-provide-latest-info-for-entrepreneurs/
[1] https://wraltechwire.com/2022/12/26/blessed-cursed-in-22-what-to-expect-in-23-triangle-vc-says-cash-will-be-king/
[1] https://www.mobihealthnews.com/news/telehealth-company-mediorbis-integrates-kahuns-ai-based-digital-intake-tool?mkt_tok=NDIwLVlOQS0yOTIAAAGI1azqhRVhYjC8HsTsisOkvUwzpAWD8mR3y-fgtL5LXetH-nUd-5Jz2BOzrDxeYdRqlTqNZmyOr6e8Y6SGDUl2FsJL-wuCGo8hM9lCWrUA

Top URLs in Tweet in G4:
[1] https://twitter.com/justanother_ben/status/1607707495509929985

Top URLs in Tweet in G5:
[1] https://www.travelpulse.com/news/airlines/southwest-airlines-teams-with-nintendo-for-new-sweepstakes.html#.XTOjJHFYQdc.twitter?platform=hootsuite

Top URLs in Tweet in G6:
[1] https://chicago.suntimes.com/2022/12/27/23528546/how-southwest-airlines-ground-to-a-halt-leaving-more-passengers-stranded-than-other-big-carriers
[1] https://skift.com/2022/12/28/bold-predictions-for-2023-in-the-travel-industry/

Top URLs in Tweet in G7:
[1] https://www.insurednomads.com/health-insurance
[1] https://twitter.com/insurednomads/status/1607745712590127107/photo/1

Top URLs in Tweet in G8:
[1] https://katalystlabs.pk/travel-tech-in-pakistan-a-deep-dive/
[1] https://twitter.com/LabsKatalyst/status/1607723218005102593/photo/1

Top URLs in Tweet in G9:
[1] https://twitter.com/tripmoneymmt/status/1608053336976265217/photo/1

Top URLs in Tweet in G10:
[1] https://twitter.com/themimiq/status/1608175353171939329/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[52] techrepublic.com
[50] interestingengineering.com
[44] co.uk
[43] ft.com
[40] forbes.com
[37] ieee.org
[35] techcrunch.com
[32] wraltechwire.com
[27] investing.com
[26] cnet.com

Top Domains in Tweet in G1:
[52] techrepublic.com
[47] interestingengineering.com
[43] ft.com
[40] co.uk
[39] forbes.com
[35] techcrunch.com
[31] ieee.org
[28] wraltechwire.com
[27] investing.com
[26] cnet.com

Top Domains in Tweet in G2:
[6] twitter.com
[4] hotelnewsresource.com
[1] facancy.ru
[1] traveltech.org
[1] vocal.media
[1] exploretech.io
[1] facebook.com
[1] tumblr.com
[1] nezasa.com
[1] wowtale.net

Top Domains in Tweet in G3:
[6] ieee.org
[4] wraltechwire.com
[4] co.uk
[3] cointelegraph.com
[3] interestingengineering.com
[3] scmagazine.com
[2] digitaltrends.com
[2] investmentnews.com
[2] expresspharma.in
[2] trib.al

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

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

Top Domains in Tweet in G6:
[1] suntimes.com
[1] skift.com

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

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1121] healthtech
[1121] smartcity
[1121] csuite
[1120] web3
[1120] cx
[1120] ehealth
[1120] finserv
[1119] datascientist
[1119] digitalhealth
[596] cloud



Top Hashtags in Tweet in G1:
[1077] web3
[1077] ehealth
[1077] finserv
[1076] healthtech
[1076] smartcity
[1076] csuite
[1076] digitalhealth
[1076] cx
[1074] datascientist
[590] cloud

Top Hashtags in Tweet in G2:
[6] traveltech
[2] hotelexperience
[2] hotelexperiences
[1] hotel
[1] taghotel
[1] tagyourhotel
[1] besthotel
[1] besthotels
[1] hotelroom
[1] hotelfood

Top Hashtags in Tweet in G3:
[45] healthtech
[45] smartcity
[45] datascientist
[45] csuite
[44] cx
[43] digitalhealth
[43] web3
[43] ehealth
[43] finserv
[5] cloud

Top Hashtags in Tweet in G4:
[1] traveltech

Top Hashtags in Tweet in G5:
[2] traveltip
[2] airlines
[2] aviation
[2] avgeek
[2] traveltech

Top Hashtags in Tweet in G6:
[2] southwestairlines
[2] traveltech
[2] airlines
[1] technology
[1] travel
[1] travelindustry
[1] trends

Top Hashtags in Tweet in G7:
[2] digitalnomad
[2] insurtech
[2] traveltech
[2] fintech

Top Hashtags in Tweet in G8:
[1] travel
[1] traveltech
[1] vacation
[1] holidays

Top Hashtags in Tweet in G9:
[2] tripmoney
[1] travelmoney
[1] travelcard
[1] travel
[1] traveldiaries
[1] travelling
[1] traveltheworld
[1] forex
[1] fintech
[1] traveltech

Top Hashtags in Tweet in G10:
[2] iotforthepeople
[2] ces
[2] tech
[2] everyday
[2] track
[2] go
[2] mimiq
[1] miner
[1] helium
[1] lorawan

Top Words
Top Words in Tweet in Entire Graph:
[1132] chidambara09
[1121] #csuite
[1121] #smartcity
[1121] #healthtech
[1120] #ehealth
[1120] #finserv
[1120] #web3
[1120] #cx
[1119] #digitalhealth
[1119] #datascientist

Top Words in Tweet in G1:
[1082] chidambara09
[1077] #finserv
[1077] #ehealth
[1077] #web3
[1076] #smartcity
[1076] #healthtech
[1076] #cx
[1076] #csuite
[1076] #digitalhealth
[1074] #datascientist

Top Words in Tweet in G2:
[8] 2023
[8] traveltech
[6] show
[6] #traveltech
[5] expect
[3] travel
[2] 10
[2] insights
[2] #hotelexperiences
[2] find

Top Words in Tweet in G3:
[50] chidambara09
[45] #smartcity
[45] #datascientist
[45] #healthtech
[45] #csuite
[44] #cx
[43] #web3
[43] #ehealth
[43] #digitalhealth
[43] #finserv

Top Words in Tweet in G4:
[3] crew
[2] working
[2] member

Top Words in Tweet in G5:
[2] #avgeek
[2] #traveltip
[2] teams
[2] southwestair
[2] sweepstakes
[2] nintendo
[2] travelpulse
[2] #airlines
[2] #aviation
[2] #traveltech

Top Words in Tweet in G6:
[4] point
[2] ticketing
[2] #southwestairlines
[2] #traveltech
[2] antiquated
[2] go
[2] flight
[2] #airlines
[2] analysts
[2] technology

Top Words in Tweet in G7:
[2] wise
[2] #fintech
[2] #digitalnomad
[2] thank
[2] #traveltech
[2] insurance
[2] #insurtech
[2] recommendation

Top Words in Tweet in G8:
[2] come
[2] entire
[2] read
[2] arranging
[2] button
[2] documents
[2] tickets
[2] trips
[2] itineraries
[2] way

Top Words in Tweet in G9:
[2] globe
[2] card
[2] spend
[2] easily
[2] tripmoney
[2] flexibility
[2] cash
[2] #tripmoney
[2] money
[2] global

Top Words in Tweet in G10:
[2] allows
[2] #track
[2] one
[2] stay
[2] #mimiq
[2] always
[2] step
[2] #everyday
[2] #iotforthepeople
[2] #ces

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1121] #healthtech,#smartcity
[1120] #ehealth,#finserv
[1119] #digitalhealth,#web3
[1119] #cx,#ehealth
[1119] #csuite,#digitalhealth
[1119] #datascientist,#csuite
[1119] #web3,#cx
[1119] #smartcity,#datascientist
[595] #finserv,#cloud
[569] #cloud,#insurtech

Top Word Pairs in Tweet in G1:
[1077] #ehealth,#finserv
[1076] #web3,#cx
[1076] #csuite,#digitalhealth
[1076] #cx,#ehealth
[1076] #digitalhealth,#web3
[1076] #healthtech,#smartcity
[1074] #smartcity,#datascientist
[1074] #datascientist,#csuite
[590] #finserv,#cloud
[564] #cloud,#insurtech

Top Word Pairs in Tweet in G2:
[5] show,2023
[5] traveltech,show
[5] expect,traveltech
[2] #hotelexperience,#hotelexperiences

Top Word Pairs in Tweet in G3:
[45] #smartcity,#datascientist
[45] #healthtech,#smartcity
[45] #datascientist,#csuite
[45] chidambara09,#healthtech
[43] #web3,#cx
[43] #csuite,#digitalhealth
[43] #cx,#ehealth
[43] #digitalhealth,#web3
[43] #ehealth,#finserv
[38] #finserv,#clou

Top Word Pairs in Tweet in G4:
[2] crew,member

Top Word Pairs in Tweet in G5:
[2] nintendo,sweepstakes
[2] #airlines,#aviation
[2] #traveltech,travelpulse
[2] #avgeek,#traveltech
[2] sweepstakes,#traveltip
[2] teams,nintendo
[2] southwestair,teams
[2] #aviation,#avgeek
[2] #traveltip,#airlines

Top Word Pairs in Tweet in G6:
[2] technology,go
[2] analysts,#southwestairlines
[2] point,flight
[2] flight,system
[2] alone,ticketing
[2] system,antiquated
[2] go,alone
[2] point,point
[2] antiquated,technology
[2] #southwestairlines,point

Top Word Pairs in Tweet in G7:
[2] #digitalnomad,insurance
[2] #insurtech,#traveltech
[2] #traveltech,#fintech
[2] insurance,#insurtech
[2] wise,recommendation
[2] recommendation,#digitalnomad
[2] thank,wise

Top Word Pairs in Tweet in G8:
[2] trips,click
[2] itineraries,tickets
[2] come,long
[2] arranging,entire
[2] tickets,arranging
[2] click,button
[2] way,documents
[2] button,read
[2] entire,trips
[2] documents,itineraries

Top Word Pairs in Tweet in G9:
[2] globe,tripmoney
[2] cash,card
[2] easily,spend
[2] flexibility,easily
[2] spend,money
[2] anywhere,globe
[2] money,anywhere
[2] card,#tripmoney
[2] global,cash
[2] tripmoney,global

Top Word Pairs in Tweet in G10:
[2] ahead,always
[2] #go,#mimiq
[2] #track,#go
[2] allows,stay
[2] hardware,#iotforthepeople
[2] #tech,#everyday
[2] #iotforthepeople,#ces
[2] stay,one
[2] #everyday,#track
[2] one,step

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@chidambara09
@betamoroney
@enilev
@khulood_almani
@punitasabharwal
@alexledsom
@labordeolivier
@wise
@southwestair
@nintendo

Top Mentioned in G1:
@chidambara09
@betamoroney
@enilev
@punitasabharwal
@senitih
@caring_mobile

Top Mentioned in G3:
@chidambara09
@betamoroney
@enilev
@khulood_almani
@alexledsom
@labordeolivier
@ibm
@jimharris

Top Mentioned in G4:
@maxtremaine
@clydehut
@paulbuckley
@wbuschta

Top Mentioned in G5:
@southwestair
@nintendo
@travelpulse
@tripchi

Top Mentioned in G6:
@aldeamartinez
@mary_norkol
@skift

Top Mentioned in G7:
@wise
@insurednomads

Top Mentioned in G8:
@labskatalyst

Top Mentioned in G9:
@tripmoneymmt

Top Mentioned in G10:
@themimiq

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@southwestair
@periscopeislit
@ml_tweet_bot
@rockcheetah
@ssxman2
@mashable
@caring_mobile
@robotconsumer
@enricofrasca3

Top Tweeters in G1:
@chidambara09
@ml_tweet_bot
@ssxman2
@robotconsumer
@enricofrasca3
@grjenkin
@enderton_justin
@lucian2drei
@adryenn
@pawansomanchi

Top Tweeters in G2:
@rockcheetah
@sunrise_guide
@alenavl
@mushman1970
@airlinehub1
@1travelnews
@traveltech
@soulartrecshun
@nezasatravel
@exploretech

Top Tweeters in G3:
@periscopeislit
@caring_mobile
@betamoroney
@labordeolivier
@khulood_almani
@enilev
@jimharris
@travelesquire
@ibm
@revgigi

Top Tweeters in G4:
@jaalster
@paulbuckley
@clydehut
@justanother_ben
@maxtremaine
@wbuschta

Top Tweeters in G5:
@southwestair
@travelpulse
@nintendo
@tripchi
@dataforubi

Top Tweeters in G6:
@skift
@aldeamartinez
@mary_norkol
@hermdiggle

Top Tweeters in G7:
@wise
@andrewjernigan
@insurednomads

Top Tweeters in G8:
@jehan_ara
@labskatalyst

Top Tweeters in G9:
@dasfintechbot
@tripmoneymmt

Top Tweeters in G10:
@tipin_project
@themimiq