traveltech, Twitter, 8/13/2020 2:00:02 PM, 232577


FAQ | Problem?

traveltech_2020-08-12_19-02-27.xlsx
traveltech_2020-08-12_19-02-27.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 13, 2020
Short Description:
traveltech via NodeXL https://bit.ly/3anCQ0m
@enricomolinari
@traveltech
@chidambara09
@techamazing
@wrix2
@techtrendingnow
@fmfrancoise
@expediagroup
@metoscm
@mashable

Top hashtags:
#traveltech
#fintech
#marketing
#iot
#ai
#vr
#finserv
#retailtech
#ff
#followfriday

Description:
Description
The graph represents a network of 941 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, 13 August 2020 at 02:03 UTC.

The requested start date was Thursday, 13 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 13-day, 19-hour, 44-minute period from Thursday, 30 July 2020 at 01:15 UTC to Wednesday, 12 August 2020 at 21:00 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 : 941
Unique Edges : 1399
Edges With Duplicates : 3503
Total Edges : 4902
Number of Edge Types : 5
Retweet : 1343
MentionsInRetweet : 2758
Mentions : 646
Tweet : 142
Replies to : 13
Self-Loops : 160
Reciprocated Vertex Pair Ratio : 0.0381644706951386
Reciprocated Edge Ratio : 0.0735229759299781
Connected Components : 88
Single-Vertex Connected Components : 47
Maximum Vertices in a Connected Component : 786
Maximum Edges in a Connected Component : 4652
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.51185
Graph Density : 0.00258326361724738
Modularity : 0.264805
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 941 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, 13 August 2020 at 02:03 UTC.

The requested start date was Thursday, 13 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 13-day, 19-hour, 44-minute period from Thursday, 30 July 2020 at 01:15 UTC to Wednesday, 12 August 2020 at 21:00 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:
[38] https://www.nytimes.com/2020/08/07/us/sturgis-motorcyle-rally.html?smid=tw-share
[30] 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
[19] https://www.antibooking.com/
[12] 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
[9] https://www.fintechnews.org/airlines-leverage-ai-machine-learning-and-blockchain-to-save-costs-and-generate-new-revenues/
[8] https://twitter.com/aneeshnair/status/1289016086688456704
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230709
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231983
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231391

Top URLs in Tweet in G1:
[34] https://www.nytimes.com/2020/08/07/us/sturgis-motorcyle-rally.html?smid=tw-share
[1] https://www.fintechnews.org/airlines-leverage-ai-machine-learning-and-blockchain-to-save-costs-and-generate-new-revenues/
[1] https://twitter.com/i/web/status/1292844255824744449
[1] https://www.travelandleisure.com/airlines-airports/jetblue/jetblue-airplane-cabin-disinfectant-machine-coronavirus?utm_campaign=travelandleisure_travelleisure&utm_content=manual&utm_medium=social&utm_source=twitter.com&utm_term=5f239d9d4ea50e00017001e0

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1288483669045215233
[1] https://twitter.com/i/web/status/1289101490104090625
[1] https://twitter.com/i/web/status/1293154648984035329
[1] https://twitter.com/i/web/status/1288792454183952387
[1] https://twitter.com/i/web/status/1289174974486339584
[1] https://twitter.com/i/web/status/1289220272705269760
[1] https://twitter.com/i/web/status/1292785011704262656
[1] https://twitter.com/i/web/status/1289138987421110272
[1] https://twitter.com/i/web/status/1293469018741932032
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231015

Top URLs in Tweet in G3:
[29] 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
[8] https://twitter.com/aneeshnair/status/1289016086688456704
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230709
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231983
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231391
[4] https://www.nytimes.com/2020/08/07/us/sturgis-motorcyle-rally.html?smid=tw-share
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232001
[2] https://www.fintechnews.org/airlines-leverage-ai-machine-learning-and-blockchain-to-save-costs-and-generate-new-revenues/
[1] https://twitter.com/i/web/status/1289030305572159488

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1293653524564398080
[1] https://twitter.com/i/web/status/1293458283714490368
[1] https://twitter.com/i/web/status/1293652350482161668

Top URLs in Tweet in G6:
[2] http://www.airlineinformation.org/opinion/ancillary-merchandising/2065-covid19-airlines-could-have-done-a-better-job-in-responding-to-passenger-needs.html
[2] https://phonepe.com
[2] https://trovoindia.com
[2] 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
[2] https://www.phocuswire.com/10-ways-apis-can-revolutionize-aviation-post-coronavirus
[2] http://www.newtechreview.com/newtechreview/newsinfo.asp?NewsID=10765
[2] http://www.newtechreview.com/newtechreview/newsinfo.asp?NewsID=10758
[2] https://discompany.work/company/6097
[2] https://discompany.work/company/3146
[1] http://negociosingresosonline.x10host.com/marketingcontentnet/

Top URLs in Tweet in G7:
[19] https://www.antibooking.com/
[2] https://www.antibooking.com
[1] https://skift.com/2020/08/07/airside-raises-millions-from-bain-capital-for-digital-identity-tools-travel-startup-funding-this-week/
[1] https://www.cbinsights.com/research/report/travel-tech-funding/
[1] https://siliconcanals.com/news/promising-irish-artificial-intelligence-startups/
[1] https://twitter.com/i/web/status/1288826182960656387
[1] http://www.intelak.com/

Top URLs in Tweet in G8:
[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 G9:
[4] https://www.thecompanydime.com/flight-centre-whereto/

Top URLs in Tweet in G10:
[1] https://press.hotelbeds.com/news-room/press-release/hotelbeds-strengthens-distribution-reach-ancillary-partners-servantrip
[1] https://press.hotelbeds.com/news-room/bedsonline-launches-platform-equip-travel-agencies-live-destination-trends-and-powerful
[1] https://joinus.hotelbeds.com/traveltalk3-business-not-as-usual-the-new-normal/
[1] https://turizmpress.com/turizmteknolojihaberleri/cancelon-varliklarini-splitty-satin-aldi/
[1] https://turizmpress.com/turizmteknolojihaberleri/booking-com-calisanlarin-25ile-yollarini-ayiriyor/
[1] https://turizmpress.com/turizmteknolojihaberleri/bedsonline-acentalar-icin-analiz-ve-pazarlama-araci-the-compassi-tanitti/

Top Domains
Top Domains in Tweet in Entire Graph:
[71] twitter.com
[51] nodexlgraphgallery.org
[38] nytimes.com
[24] csoonline.com
[21] antibooking.com
[12] startuprad.io
[10] phocuswire.com
[9] fintechnews.org
[8] youtube.com
[6] discompany.work

Top Domains in Tweet in G1:
[34] nytimes.com
[1] fintechnews.org
[1] twitter.com
[1] travelandleisure.com

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

Top Domains in Tweet in G3:
[50] nodexlgraphgallery.org
[24] csoonline.com
[18] twitter.com
[7] phocuswire.com
[4] nytimes.com
[2] fintechnews.org
[1] businesstravelnews.com
[1] ustravel.org
[1] amexglobalbusinesstravel.com
[1] popsugar.com

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

Top Domains in Tweet in G6:
[9] twitter.com
[6] discompany.work
[4] newtechreview.com
[3] linkedin.com
[3] airlineinformation.org
[2] adalidda.com
[2] radian6.com
[2] phonepe.com
[2] trovoindia.com
[2] startuprad.io

Top Domains in Tweet in G7:
[21] antibooking.com
[1] skift.com
[1] cbinsights.com
[1] siliconcanals.com
[1] twitter.com
[1] intelak.com

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

Top Domains in Tweet in G9:
[4] thecompanydime.com

Top Domains in Tweet in G10:
[3] hotelbeds.com
[3] turizmpress.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[659] traveltech
[421] fintech
[355] marketing
[245] iot
[233] ai
[203] vr
[195] finserv
[154] retailtech
[149] ff
[149] followfriday



Top Hashtags in Tweet in G1:
[207] fintech
[103] ai
[99] traveltech
[98] marketing
[93] finserv
[79] retailtech
[77] vr
[66] mr
[55] augmentedreality
[53] egaming

Top Hashtags in Tweet in G2:
[161] traveltech
[105] marketing
[96] iot
[62] fintech
[60] ehealth
[60] ff
[60] followfriday
[60] happyfriday
[57] fashiontech
[50] ai

Top Hashtags in Tweet in G3:
[105] fintech
[82] traveltech
[63] marketing
[63] ai
[59] finserv
[54] vr
[50] iot
[50] ar
[42] retailtech
[38] mr

Top Hashtags in Tweet in G4:
[70] marketing
[54] environment
[41] traveltech
[37] fintech
[37] iot
[21] vr
[18] ar
[16] tourism
[16] customerexperience
[16] nextnew

Top Hashtags in Tweet in G5:
[63] traveltech
[58] ff
[58] followfriday
[58] happyfriday
[7] marketing
[4] iot
[4] vr
[3] environment
[3] fintech
[3] retailtech

Top Hashtags in Tweet in G6:
[44] traveltech
[10] travel
[6] tech
[6] airlines
[5] gds
[4] traveltechnology
[4] airlinendc
[4] oneorder
[4] audio
[4] proaudio

Top Hashtags in Tweet in G7:
[67] startup
[64] traveltech
[35] socialnetwork
[25] socialnetworks
[14] vc
[14] angelinvesting
[14] innovation
[14] angelinvestor
[8] bigdata
[7] intelligentassistant

Top Hashtags in Tweet in G8:
[17] traveltech
[9] ff
[9] followfriday
[9] happyfriday
[5] marketing
[5] iot
[4] fashiontech
[4] wearables
[4] cx
[2] vr

Top Hashtags in Tweet in G9:
[1] businesstraveltech
[1] corporatetravel
[1] businesstravel
[1] travelagency
[1] traveltech
[1] traveltechnology

Top Hashtags in Tweet in G10:
[6] traveltech
[3] withyoualltheway
[3] turizm
[2] hospitality
[2] seyahat
[1] travelagencies
[1] hoteliers
[1] cancelon
[1] splitty
[1] bookingcom

Top Words
Top Words in Tweet in Entire Graph:
[2014] enricomolinari
[892] ty
[659] #traveltech
[423] #fintech
[356] #marketing
[245] #iot
[205] #vr
[200] #ai
[195] #finserv
[178] techamazing

Top Words in Tweet in G1:
[796] enricomolinari
[381] ty
[207] #fintech
[99] #traveltech
[98] #marketing
[93] #finserv
[79] #retailtech
[77] #vr
[77] #ai
[75] alvinfoo

Top Words in Tweet in G2:
[310] enricomolinari
[161] #traveltech
[132] ty
[106] #marketing
[96] #iot
[79] holiday
[62] #fintech
[60] #ff
[60] #followfriday
[60] need

Top Words in Tweet in G3:
[527] enricomolinari
[219] ty
[105] #fintech
[82] #traveltech
[72] traveltech
[63] #marketing
[59] #finserv
[57] #ai
[57] fmfrancoise
[55] nodexl

Top Words in Tweet in G4:
[219] enricomolinari
[112] ty
[89] techamazing
[70] #marketing
[69] light
[55] power
[54] wonderful
[54] reading
[54] sustainasble
[54] #environment

Top Words in Tweet in G5:
[97] enricomolinari
[63] #traveltech
[59] holiday
[58] #ff
[58] #followfriday
[58] need
[58] #happyfriday
[58] everyone
[37] paula_piccard
[30] fabriziobustama

Top Words in Tweet in G6:
[44] #traveltech
[12] traveltech
[10] #travel
[10] travel
[8] ðµñ
[7] ðµð
[6] business
[6] #tech
[6] #airlines
[6] 旅行

Top Words in Tweet in G7:
[67] #startup
[64] #traveltech
[45] antibooking
[35] #socialnetwork
[30] travel
[25] #socialnetworks
[24] trip
[17] flexible
[16] planner
[15] first

Top Words in Tweet in G8:
[26] enricomolinari
[17] #traveltech
[10] ty
[9] ipfconline1
[9] fisher85m
[9] #ff
[9] #followfriday
[9] need
[9] holiday
[9] #happyfriday

Top Words in Tweet in G9:
[4] flight
[4] centre
[4] buys
[4] whereto
[4] booking
[4] tool
[4] used
[4] walmart
[4] flight_centre
[4] flightcentreau

Top Words in Tweet in G10:
[8] hotelbeds
[7] recovery
[6] #traveltech
[6] online
[5] seyahat
[4] pleased
[4] announce
[4] launch
[4] compass
[4] tool

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[162] #fintech,#finserv
[157] techamazing,enricomolinari
[155] ty,techamazing
[149] #ff,#followfriday
[146] #followfriday,need
[146] need,#traveltech
[146] #traveltech,holiday
[146] holiday,#happyfriday
[146] #happyfriday,everyone
[139] enricomolinari,#ff

Top Word Pairs in Tweet in G1:
[75] ty,alvinfoo
[75] alvinfoo,enricomolinari
[74] #fintech,#finserv
[61] ty,mashable
[60] #vr,#mr
[60] mashable,enricomolinari
[58] enricomolinari,#retailtech
[56] #marketing,#fintech
[55] #retailtech,#vr
[53] enricomolinari,#augmentedreality

Top Word Pairs in Tweet in G2:
[60] #ff,#followfriday
[60] #followfriday,need
[60] need,#traveltech
[60] #traveltech,holiday
[60] holiday,#happyfriday
[60] #happyfriday,everyone
[53] enricomolinari,#ff
[36] #iot,#ehealth
[32] #fintech,#finserv
[31] enricomolinari,#iot

Top Word Pairs in Tweet in G3:
[51] #fintech,#finserv
[43] nodexl,enricomolinari
[39] traveltech,nodexl
[34] enricomolinari,#ar
[33] #vr,#mr
[29] enricomolinari,#retailtech
[29] ty,alvinfoo
[29] alvinfoo,enricomolinari
[29] enricomolinari,fmfrancoise
[28] ty,mashable

Top Word Pairs in Tweet in G4:
[81] techamazing,enricomolinari
[80] ty,techamazing
[54] wonderful,power
[54] power,reading
[54] reading,sustainasble
[54] sustainasble,light
[49] #environment,#marketing
[46] light,ty
[46] enricomolinari,#environment
[26] enricomolinari,#iot

Top Word Pairs in Tweet in G5:
[58] enricomolinari,#ff
[58] #ff,#followfriday
[58] #followfriday,need
[58] need,#traveltech
[58] #traveltech,holiday
[58] holiday,#happyfriday
[58] #happyfriday,everyone
[30] everyone,paula_piccard
[30] paula_piccard,fabriziobustama
[20] terenceleungsf,hana_elsayyed

Top Word Pairs in Tweet in G6:
[6] 旅行,traveltech
[6] traveltech,トラベルテック
[4] #travel,#traveltech
[4] ðµñ,ðµ
[4] #audio,#proaudio
[4] #proaudio,#music
[4] #music,#headphones
[4] #headphones,#earbuds
[4] #earbuds,#audiogear
[4] トラベルテック,領域のit企業

Top Word Pairs in Tweet in G7:
[60] #startup,#traveltech
[36] antibooking,#startup
[35] #traveltech,#socialnetwork
[25] #traveltech,#socialnetworks
[16] trip,planner
[14] future,travel
[14] travel,market
[14] #socialnetworks,#vc
[14] #vc,#angelinvesting
[14] #angelinvesting,#innovation

Top Word Pairs in Tweet in G8:
[9] ipfconline1,fisher85m
[9] enricomolinari,#ff
[9] #ff,#followfriday
[9] #followfriday,need
[9] need,#traveltech
[9] #traveltech,holiday
[9] holiday,#happyfriday
[9] #happyfriday,everyone
[5] everyone,ipfconline1
[5] fisher85m,paula_p

Top Word Pairs in Tweet in G9:
[4] flight,centre
[4] centre,buys
[4] buys,whereto
[4] whereto,booking
[4] booking,tool
[4] tool,used
[4] used,walmart
[4] walmart,flight_centre
[4] flight_centre,flightcentreau
[3] thecodime,flight

Top Word Pairs in Tweet in G10:
[4] pleased,announce
[4] announce,launch
[4] launch,compass
[4] compass,online
[4] online,tool
[4] tool,support
[4] support,recovery
[4] recovery,hotelbeds'
[4] hotelbeds',web
[4] web,based

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@enricomolinari
@techamazing
@alvinfoo
@mashable
@wef
@intengineering
@techinsider
@paula_piccard
@chidambara09
@fabriziobustama

Top Mentioned in G1:
@enricomolinari
@alvinfoo
@mashable
@techinsider
@wef
@intengineering
@chidambara09
@cheddar
@techamazing
@techrepublic

Top Mentioned in G2:
@enricomolinari
@vivek_gkrishnan
@techamazing
@jeromemonange
@jblefevre60
@statistacharts
@mvoll
@kalydeoo

Top Mentioned in G3:
@enricomolinari
@fmfrancoise
@techamazing
@traveltech
@alvinfoo
@mashable
@eu_startups
@aneeshnair
@websecurityit
@wef

Top Mentioned in G4:
@enricomolinari
@techamazing
@mertiumfin
@automeme
@intengineering
@humanoid_info
@wrix2
@mashable

Top Mentioned in G5:
@enricomolinari
@paula_piccard
@fabriziobustama
@terenceleungsf
@hana_elsayyed
@techamazing
@mashable
@intengineering

Top Mentioned in G6:
@startuprad_io

Top Mentioned in G7:
@antibooking
@shareringglobal
@zatornb1
@gda_capital
@gitexfs
@dubaitourism
@moueller1961
@enricomolinari
@wef

Top Mentioned in G8:
@enricomolinari
@ipfconline1
@fisher85m
@paula_p
@mashable
@techamazing
@damien_cabadi
@paula_piccard
@immbm
@diioannid

Top Mentioned in G9:
@flight_centre
@flightcentreau
@thecodime
@corptravelerusa
@fcm_usa

Top Mentioned in G10:
@hotelbeds
@servantrip
@turizmpress

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@cybersec_feeds
@iam__network
@lorimoreno
@ottlegalrebels
@tekno1radio
@guardian
@taieb_bot
@xaelbot

Top Tweeters in G1:
@chidambara09
@taieb_bot
@xaelbot
@fintechna
@calcaware
@bot_innovation
@mashable
@gvalan
@llnuxbot
@2601manish

Top Tweeters in G2:
@amazingchevvolt
@vishalfast007
@gezgintrk
@akwyz
@rwang0
@thomaspower
@grattonboy
@yvesmulkers
@drferdowsi
@higuera2866

Top Tweeters in G3:
@sectest9
@cybersec_feeds
@lorimoreno
@trippbraden
@ssxman2
@cybersecurityn8
@caring_mobile
@websecurityit
@lkafle
@popsugar

Top Tweeters in G4:
@simonlporter
@felixnater
@eutopean
@josjosmar59
@markmichdomnic
@vivekghosal
@wrix2
@diariochihuahua
@tachouhoner
@1mikeyob

Top Tweeters in G5:
@swissbusiness
@nicochan33
@xzpwedvhhh37i3c
@davidiwanow
@raaheeba
@fabriziobustama
@mgmglobal
@xena_albertine
@erkanguntore
@chboursin

Top Tweeters in G6:
@iam__network
@tekno1radio
@bamitav
@amiv2
@1nterestingtech
@fa
@ra
@tergloba
@ia
@startuprad_io

Top Tweeters in G7:
@donaldndoro
@marceeleewin
@moueller1961
@cybe_rpunkfixer
@dubaitourism
@magicseed3
@turatlasru
@turistico_
@new_newmexico
@turatlasjp

Top Tweeters in G8:
@shicooks
@ipfconline1
@ronald_vanloon
@sebbourguignon
@valdezvera
@fisher85m
@joannmoretti
@diioannid
@hopefrank
@damien_cabadi

Top Tweeters in G9:
@flightcentreau
@flight_centre
@jay_campbell
@newjerseybta
@thecodime
@davidsjonas
@fcm_usa
@corptravelerusa

Top Tweeters in G10:
@soktumbey
@roman_townsend
@bolooo
@hotelbeds
@servantrip
@jeroenloijens
@turizmpress


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.