traveltech, Twitter, 8/6/2020 2:32:05 AM, 231983


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traveltech_2020-08-05_18-56-00.xlsx
traveltech_2020-08-05_18-56-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 06, 2020
Short Description:
traveltech via NodeXL https://bit.ly/31uDJ3k
@enricomolinari
@metoscm
@traveltech
@stevesherlock
@techamazing
@lottmus
@techtrendingnow
@kevinlukemay
@magnifintech
@fmfrancoise

Top hashtags:
#traveltech
#iot
#ff
#followfriday
#happyfriday
#marketing
#vr
#ar

Description:
Description
The graph represents a network of 675 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, 06 August 2020 at 01:57 UTC.

The requested start date was Thursday, 06 August 2020 at 00:01 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 12-day, 21-hour, 4-minute period from Thursday, 23 July 2020 at 04:10 UTC to Wednesday, 05 August 2020 at 01:15 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 : 675
Unique Edges : 944
Edges With Duplicates : 1786
Total Edges : 2730
Number of Edge Types : 5
Retweet : 620
MentionsInRetweet : 1506
Mentions : 472
Tweet : 123
Replies to : 9
Self-Loops : 136
Reciprocated Vertex Pair Ratio : 0.0444287729196051
Reciprocated Edge Ratio : 0.0850776502363268
Connected Components : 73
Single-Vertex Connected Components : 34
Maximum Vertices in a Connected Component : 517
Maximum Edges in a Connected Component : 2442
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.604191
Graph Density : 0.00325530278052533
Modularity : 0.367104
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 675 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, 06 August 2020 at 01:57 UTC.

The requested start date was Thursday, 06 August 2020 at 00:01 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 12-day, 21-hour, 4-minute period from Thursday, 23 July 2020 at 04:10 UTC to Wednesday, 05 August 2020 at 01:15 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:
[45] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231015
[24] https://www.csoonline.com/article/3567469/top-8-weirdest-meanest-and-dumbest-hacks-of-all-time.html?Twitter=@aneeshnair
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230709
[8] 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
[8] https://twitter.com/aneeshnair/status/1289016086688456704
[5] https://femeconomy.com/female-leader-stephenie-rodriguez-founder-ceo-jozu-for-women/?fbclid=IwAR3u6srX2yxjat65rhgfhy-J45RD5-OZnwbTzaEMsWp4ZKkwNOScT_Ds_YE
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231391
[4] https://www.fintechnews.org/airlines-leverage-ai-machine-learning-and-blockchain-to-save-costs-and-generate-new-revenues/
[4] https://industrywired.com/overview-of-wearables-as-the-next-frontier-in-the-travel-industry/
[3] http://www.newtechreview.com/newtechreview/newsinfo.asp?NewsID=10739

Top URLs in Tweet in G1:
[1] https://twitter.com/i/web/status/1285110945182650368
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231015
[1] https://twitter.com/i/web/status/1287409917456986112
[1] https://twitter.com/i/web/status/1287693965500841989
[1] https://twitter.com/i/web/status/1287784059331125249
[1] https://twitter.com/i/web/status/1288429814546923522
[1] https://twitter.com/i/web/status/1289101490104090625
[1] https://twitter.com/i/web/status/1289129675856531456
[1] https://twitter.com/i/web/status/1288792454183952387
[1] https://twitter.com/i/web/status/1289174974486339584

Top URLs in Tweet in G3:
[44] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231015
[23] https://www.csoonline.com/article/3567469/top-8-weirdest-meanest-and-dumbest-hacks-of-all-time.html?Twitter=@aneeshnair
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230709
[8] https://twitter.com/aneeshnair/status/1289016086688456704
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231391
[4] https://industrywired.com/overview-of-wearables-as-the-next-frontier-in-the-travel-industry/
[2] https://www.thedrum.com/opinion/2020/07/16/where-will-travel-go-the-future
[1] https://www.fintechnews.org/airlines-leverage-ai-machine-learning-and-blockchain-to-save-costs-and-generate-new-revenues/
[1] https://www.youtube.com/watch?v=47A7RRAF9xM

[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fblog.windingtree.com%2Fwinding-tree-progress-july-recap-f1c44ecf368f

Top URLs in Tweet in G4:
[3] http://www.airlineinformation.org/opinion/ancillary-merchandising/2065-covid19-airlines-could-have-done-a-better-job-in-responding-to-passenger-needs.html
[1] https://www.nytimes.com/2020/07/23/travel/artificial-intelligence-coronavirus-passport.html?partner=IFTTT
[1] https://twitter.com/i/web/status/1286386862597316609
[1] https://twitter.com/i/web/status/1286635471959814144
[1] https://twitter.com/i/web/status/1286651606646304769
[1] https://twitter.com/i/web/status/1286726485286555649
[1] https://www.plugandplaytechcenter.com/resources/airports-after-coronavirus-what-happens-now/?utm_campaign=Social
[1] Media_20_Jul&utm_content=135331979&utm_medium=social&utm_source=twitter&hss_channel=tw-17392100
[1] https://twitter.com/i/web/status/1287513545391964160
[1] http://travellatte.net/airplane-mode-is-not-just-for-airplanes/

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1288397927686307842
[1] https://twitter.com/i/web/status/1288021498519846914
[1] http://www.intelak.com/
[1] https://twitter.com/i/web/status/1286224542675984386
[1] https://twitter.com/i/web/status/1287270177235767296
[1] https://blackfinch.com/ventures/
[1] https://twitter.com/i/web/status/1286279143055818753
[1] https://www.bragielbrothers.com
[1] https://lancasterinvts.com
[1] https://www.bigbasincapital.com

Top URLs in Tweet in G6:
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DMfs5M8XkZKk%26feature%3Dyoutu.be&q=EgS4SO-bGIPH7vgFIhkA8aeDS1KciT4mSVIqUo7HqI57cm2nHO4SMgFy
[1] https://twitter.com/i/web/status/1288170965864574976
[1] http://Aeronolgy.travel
[1] https://twitter.com/phocuswire/status/1287372210349445122

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1288737391533056001
[1] https://twitter.com/i/web/status/1288754170955051008
[1] https://twitter.com/i/web/status/1288753738128089089

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1288826182960656387

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1288778504918560768
[1] https://rentalsunited.com/blog/smart-locks-keyless-entry-providers-list/?utm_campaign=social
[1] &utm_term=post&utm_content=135920606&utm_medium=social&utm_source=twitter&hss_channel=tw-1259126179
[1] https://twitter.com/i/web/status/1289151104169791489
[1] https://streamlinevrs.zoom.us/webinar/register/4915940399220/WN_AlEBBGvTShWVCbi-0BjjXA?utm_campaign=social
[1] &utm_term=post&utm_content=135719633&utm_medium=social&utm_source=twitter&hss_channel=tw-1259126179
[1] https://twitter.com/i/web/status/1289023002248531968
[1] https://hospitalityspotlight.com/about/?preview=true&frame-nonce=e3e4764f1f
[1] https://twitter.com/i/web/status/1288503804237733889
[1] https://twitter.com/i/web/status/1289022927078223873

Top Domains
Top Domains in Tweet in Entire Graph:
[93] twitter.com
[61] nodexlgraphgallery.org
[24] csoonline.com
[9] discompany.work
[8] startuprad.io
[7] newtechreview.com
[5] linkedin.com
[5] femeconomy.com
[5] wowtale.net
[4] fintechnews.org

Top Domains in Tweet in G1:
[13] twitter.com
[1] nodexlgraphgallery.org
[1] oe.cd
[1] fintechnews.org
[1] linkedin.com
[1] csoonline.com

Top Domains in Tweet in G3:
[60] nodexlgraphgallery.org
[23] csoonline.com
[21] twitter.com
[4] industrywired.com
[2] thedrum.com
[1] fintechnews.org
[1] youtube.com
[1] medium.com
[1] travelport.com
[1] mycwt.com

Top Domains in Tweet in G4:
[22] twitter.com
[9] discompany.work
[4] airlineinformation.org
[3] newtechreview.com
[2] nytimes.com
[2] linkedin.com
[2] adalidda.com
[2] amadeus.com
[1] plugandplaytechcenter.com
[1] travellatte.net

Top Domains in Tweet in G5:
[6] twitter.com
[1] intelak.com
[1] blackfinch.com
[1] bragielbrothers.com
[1] lancasterinvts.com
[1] bigbasincapital.com
[1] skift.com

Top Domains in Tweet in G6:
[2] twitter.com
[1] google.com
[1] aeronolgy.travel

Top Domains in Tweet in G7:
[3] twitter.com

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

Top Domains in Tweet in G9:
[5] twitter.com
[2] paper.li
[2] travelweekly-asia.com
[1] rentalsunited.com
[1] zoom.us
[1] hospitalityspotlight.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[464] traveltech
[180] iot
[143] ff
[143] followfriday
[143] happyfriday
[141] marketing
[82] vr
[81] ar
[62] environment
[56] fashiontech



Top Hashtags in Tweet in G1:
[155] traveltech
[135] iot
[120] marketing
[65] vr
[65] ar
[51] environment
[48] fashiontech
[39] smartcities
[30] eu
[29] tourism

Top Hashtags in Tweet in G2:
[142] traveltech
[125] ff
[125] followfriday
[125] happyfriday
[15] iot
[13] marketing
[10] tourism
[10] customerexperience
[10] nextnew
[9] environment

Top Hashtags in Tweet in G3:
[41] traveltech
[26] hacks
[19] cio
[19] ciso
[19] cto
[19] cdo
[15] iot
[11] travel
[8] aneeshnair
[7] marketing

Top Hashtags in Tweet in G4:
[35] traveltech
[11] travel
[6] covid19
[6] airlines
[5] innovation
[4] covid
[4] airlinendc
[4] oneorder
[3] ai
[3] startups

Top Hashtags in Tweet in G5:
[7] startup
[6] ai
[6] enterprisesoftware
[5] fintech
[4] dataanalytics
[4] venturecapital
[4] vc
[3] traveltech
[3] cybersecurity
[3] automotive

Top Hashtags in Tweet in G6:
[2] traveltech
[1] nofilter
[1] asianmarket
[1] manual
[1] lowtech
[1] techstartupoz
[1] madeinaustralia

Top Hashtags in Tweet in G7:
[13] traveltech
[8] iot
[7] ff
[7] followfriday
[7] happyfriday
[2] ir4
[2] vr
[2] ar
[2] transport
[1] tourism

Top Hashtags in Tweet in G9:
[7] traveltech
[2] hospitalitytech
[2] vacationrentals
[2] motivation
[2] thursdayvibes
[2] nptech
[1] smartlock
[1] propertymanagement
[1] shorttermrentals
[1] hotel

Top Hashtags in Tweet in G10:
[1] iot
[1] vr
[1] ar
[1] traveltech
[1] fashiontech
[1] marketing

Top Words
Top Words in Tweet in Entire Graph:
[825] enricomolinari
[464] #traveltech
[295] ty
[180] #iot
[169] holiday
[159] techamazing
[146] need
[144] #marketing
[143] #ff
[143] #followfriday

Top Words in Tweet in G1:
[500] enricomolinari
[228] ty
[155] #traveltech
[135] #iot
[123] #marketing
[119] techamazing
[115] light
[65] #vr
[65] #ar
[64] incredible

Top Words in Tweet in G2:
[209] enricomolinari
[142] #traveltech
[130] holiday
[125] #ff
[125] #followfriday
[125] need
[125] #happyfriday
[125] everyone
[43] paula_piccard
[43] fabriziobustama

Top Words in Tweet in G3:
[90] enricomolinari
[84] traveltech
[76] fmfrancoise
[60] nodexl
[44] eu_startups
[41] #traveltech
[33] websecurityit
[31] time
[29] top
[26] weirdest

Top Words in Tweet in G4:
[35] #traveltech
[13] travel
[11] #travel
[10] traveltech
[9] 旅行
[9] トラベルテック
[9] 領域のit企業
[6] more
[6] #covid19
[6] #airlines

Top Words in Tweet in G5:
[10] dubaitourism
[8] accelerator
[8] more
[7] #startup
[7] seed
[7] intelak
[7] learn
[6] #ai
[6] #enterprisesoftware
[6] part

Top Words in Tweet in G6:
[8] kevinlukemay
[7] join
[7] hharteveldt
[7] next
[7] thursday
[7] discuss
[7] improve
[7] customer
[7] journey
[7] bring

Top Words in Tweet in G7:
[18] enricomolinari
[13] #traveltech
[8] #iot
[7] #ff
[7] #followfriday
[7] need
[7] holiday
[7] #happyfriday
[7] everyone
[7] ipfconline1

Top Words in Tweet in G8:
[12] thrilled
[12] announce
[12] capital
[12] markets
[12] partner
[12] 12
[12] peers
[12] selected
[12] shareringglobal
[12] first

Top Words in Tweet in G9:
[7] #traveltech
[7] tech
[4] vacation
[4] rental
[4] service
[4] yourself
[4] more
[4] founder
[4] travel
[3] rentalsunited

Top Words in Tweet in G10:
[2] enricomolinari

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[158] techamazing,enricomolinari
[148] ty,techamazing
[143] #ff,#followfriday
[143] #followfriday,need
[143] need,#traveltech
[143] #traveltech,holiday
[143] holiday,#happyfriday
[143] #happyfriday,everyone
[136] enricomolinari,#ff
[106] enricomolinari,#iot

Top Word Pairs in Tweet in G1:
[119] techamazing,enricomolinari
[116] ty,techamazing
[83] enricomolinari,#iot
[64] incredible,emotional
[64] emotional,light
[64] light,show
[64] show,mexico
[64] #iot,#vr
[64] #vr,#ar
[61] enricomolinari,incredible

Top Word Pairs in Tweet in G2:
[125] enricomolinari,#ff
[125] #ff,#followfriday
[125] #followfriday,need
[125] need,#traveltech
[125] #traveltech,holiday
[125] holiday,#happyfriday
[125] #happyfriday,everyone
[43] everyone,paula_piccard
[43] paula_piccard,fabriziobustama
[29] everyone,vivek_gkrishnan

Top Word Pairs in Tweet in G3:
[49] traveltech,nodexl
[49] nodexl,enricomolinari
[44] enricomolinari,fmfrancoise
[33] fmfrancoise,eu_startups
[33] eu_startups,traveltech
[33] traveltech,websecurityit
[31] fmfrancoise,traveltech
[26] top,weirdest
[26] weirdest,meanest
[26] meanest,dumbest

Top Word Pairs in Tweet in G4:
[9] 旅行,traveltech
[9] traveltech,トラベルテック
[9] トラベルテック,領域のit企業
[4] #travel,#traveltech
[3] #traveltech,#innovation
[3] #trovo,hi
[3] hi,speed
[3] speed,charge
[3] charge,sync
[3] micro,usb

Top Word Pairs in Tweet in G5:
[7] intelak,accelerator
[7] learn,more
[6] part,growth
[6] growth,aviation
[6] aviation,travel
[6] travel,tourism
[6] tourism,industries
[6] industries,learn
[6] more,link
[5] latest,episode

Top Word Pairs in Tweet in G6:
[7] join,hharteveldt
[7] hharteveldt,kevinlukemay
[7] kevinlukemay,next
[7] next,thursday
[7] thursday,discuss
[7] discuss,improve
[7] improve,customer
[7] customer,journey
[7] journey,bring
[6] mairepwalsh,join

Top Word Pairs in Tweet in G7:
[7] enricomolinari,#ff
[7] #ff,#followfriday
[7] #followfriday,need
[7] need,#traveltech
[7] #traveltech,holiday
[7] holiday,#happyfriday
[7] #happyfriday,everyone
[7] everyone,ipfconline1
[7] ipfconline1,fisher85m
[6] fisher85m,paula_p

Top Word Pairs in Tweet in G8:
[12] thrilled,announce
[12] announce,capital
[12] capital,markets
[12] markets,partner
[12] partner,12
[12] 12,peers
[12] peers,selected
[12] selected,shareringglobal
[12] shareringglobal,first
[12] first,investment

Top Word Pairs in Tweet in G9:
[4] vacation,rental
[2] featured,collection
[2] collection,2021
[2] 2021,vacation
[2] rental,service
[2] service,company
[2] company,niche
[2] niche,channel
[2] streamlinevrs,webinar
[2] ultimate,list

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@enricomolinari
@techamazing
@paula_piccard
@fabriziobustama
@fmfrancoise
@eu_startups
@traveltech
@al
@websecurityit
@vivek_gkrishnan

Top Mentioned in G1:
@enricomolinari
@techamazing
@al
@techinsider
@statistacharts
@cheddar
@tach
@enricomoli
@iotbrand
@myshify

Top Mentioned in G2:
@enricomolinari
@paula_piccard
@fabriziobustama
@vivek_gkrishnan
@jeromemonange
@techamazing
@terenceleungsf
@hana_elsayyed
@jblefevre60
@kalydeoo

Top Mentioned in G3:
@enricomolinari
@fmfrancoise
@eu_startups
@traveltech
@websecurityit
@accio_
@aneeshnair
@csoonline
@travel_biz_news
@enricomolinar

Top Mentioned in G4:

Top Mentioned in G5:
@dubaitourism
@heybluedrop
@annarewinska
@omarkjuman
@all_packed
@gitexfs
@projectstartups
@moueller1961

Top Mentioned in G6:
@kevinlukemay
@hharteveldt
@mairepwalsh
@phocuswire
@realbobbyhealy
@mannaaero
@davidlitwak
@cartrawler
@startmate

Top Mentioned in G7:
@enricomolinari
@ipfconline1
@fisher85m
@paula_p
@techamazing
@damien_cabadi
@paula_piccard
@immbm
@diioannid
@sebbourguignon

Top Mentioned in G8:
@shareringglobal
@gda_capital

Top Mentioned in G9:
@rentalsunited
@hospitalityspot
@streamlinevrs
@motivationapp
@crmscience
@travelweeklyweb
@qgiv

Top Mentioned in G10:
@enricomolinari
@kdeveryjacobs
@diariochihuahua
@bekinepo
@wearecyber
@yuhelenyu
@arlenenewbigg
@laurentbalmelli
@joenickpatoski

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@cybersec_feeds
@aepishere
@iam__network
@lorimoreno
@taieb_bot
@swissbusiness
@lavanguardia
@rt_himachal

Top Tweeters in G1:
@chidambara09
@lorimoreno
@taieb_bot
@calcaware
@vishalfast007
@gvalan
@simonlporter
@rwang0
@sim010101
@thomaspower

Top Tweeters in G2:
@swissbusiness
@nicochan33
@gezgintrk
@ssxman2
@xzpwedvhhh37i3c
@higuera2866
@grey_sylph
@jblefevre60
@the_plugseeker
@notrealdemocrat

Top Tweeters in G3:
@sectest9
@cybersec_feeds
@cybersecurityn8
@caring_mobile
@websecurityit
@popsugar
@fmfrancoise
@iot_technojeder
@mydesert
@developersbot

Top Tweeters in G4:
@iam__network
@amiv2
@1nterestingtech
@zientekglobal
@travellatte
@startuprad_io
@wadekwright
@ai_connects_us
@antbriones
@plugandplaytc

Top Tweeters in G5:
@aepishere
@donaldndoro
@marceeleewin
@moueller1961
@hostinfonet
@eustartup_comp
@dubaitourism
@_amitm
@joseph_gathegeh
@norasumido

Top Tweeters in G6:
@kevinlukemay
@irishaero
@hharteveldt
@phocuswire
@davidakaplan
@davidivorsmith
@tremdave
@realbobbyhealy
@ei_theusa
@cartrawler

Top Tweeters in G7:
@shicooks
@ipfconline1
@valdezvera
@fisher85m
@joannmoretti
@diioannid
@hopefrank
@damien_cabadi
@oluskayacan
@immbm

Top Tweeters in G8:
@cybe_rpunkfixer
@magicseed3
@cryptogrills
@allagainstme
@ravercrypto
@gillotmar
@shareringglobal
@jeroen86025661
@belo67103803
@wo0lly

Top Tweeters in G9:
@biznewsjobs
@crmscience
@qgiv
@travelweeklyweb
@recruiterzoe
@netoutsource
@rentalsunited
@hospitalityspot
@vrscheduler
@motivationapp

Top Tweeters in G10:
@wrix2
@diariochihuahua
@arlenenewbigg
@yuhelenyu
@kdeveryjacobs
@wearecyber
@joenickpatoski
@laurentbalmelli
@bekinepo


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