traveltech, Twitter, 4/9/2020 3:41:39 AM, 224663


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traveltech_2020-04-08_18-45-24.xlsx
traveltech_2020-04-08_18-45-24.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 09, 2020
Short Description:
traveltech via NodeXL https://bit.ly/2xYQLuD
@indiatrovo
@enricomolinari
@chidambara09
@antibooking
@himanshub71
@cheddar
@vaishalimaisur2
@singerusha09
@vishnani_amit
@hetalwadhan

Top hashtags:
#traveltech
#startup
#socialnetworks
#contestalert
#travel
#trovo

Description:
Description
The graph represents a network of 667 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, 09 April 2020 at 01:45 UTC.

The requested start date was Thursday, 09 April 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 22-hour, 13-minute period from Thursday, 26 March 2020 at 00:40 UTC to Wednesday, 08 April 2020 at 22:54 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 : 667
Unique Edges : 840
Edges With Duplicates : 890
Total Edges : 1730
Number of Edge Types : 4
Tweet : 284
Mentions : 355
MentionsInRetweet : 1034
Replies to : 57
Self-Loops : 284
Reciprocated Vertex Pair Ratio : 0.0487514863258026
Reciprocated Edge Ratio : 0.0929705215419501
Connected Components : 101
Single-Vertex Connected Components : 54
Maximum Vertices in a Connected Component : 197
Maximum Edges in a Connected Component : 905
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.684443
Graph Density : 0.00198549373961668
Modularity : 0.450959
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 667 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, 09 April 2020 at 01:45 UTC.

The requested start date was Thursday, 09 April 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 22-hour, 13-minute period from Thursday, 26 March 2020 at 00:40 UTC to Wednesday, 08 April 2020 at 22:54 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:
[176] http://www.antibooking.com
[7] https://www.linkedin.com/slink?code=f2T2mSJ
[6] WHO
[4] http://www.newtechreview.com/newtechreview/newsinfo.asp?NewsID=10618
[4] https://interestingengineering.com/stratolaunchs-hypersonic-vehicles-to-be-released-from-worlds-largest-carrier-plane
[4] https://voy.ag/PITCHWEBINAR?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[3] https://www.frenchweb.fr/airbnb-recolte-1-milliard-de-dollars-pour-gerer-la-crise-du-coronavirus/397817
[3] https://impakter.com/equator-aircraft-electric-seaplane-interview-tomas/
[3] https://en.globes.co.il/en/article-alibaba-invests-in-israeli-traveltech-co-hotelmize-1001324312
[3] https://www.ciodive.com/news/marriott-international-data-breach/575223/?utm_content=bufferef820&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G1:
[1] https://twitter.com/i/web/status/1246894125007491080
[1] https://twitter.com/i/web/status/1234524288436383744

Top URLs in Tweet in G2:
[1] https://www.trovoindia.com/trovo-wooden-induction/p/14110818

Top URLs in Tweet in G3:
[2] https://en.globes.co.il/en/article-alibaba-invests-in-israeli-traveltech-co-hotelmize-1001324312
[2] https://www.funneltv.tech/break-the-loop/?utm_content=buffer30990&utm_medium=social&utm_source=linkedin.com&utm_campaign=buffer
[2] https://register.gotowebinar.com/register/8842997494651211022
[1] https://docs.google.com/forms/d/e/1FAIpQLSfL9Fm9xDKhqxM9Zbr4ls4XojmNbnlo8Fvg7W1-eMtQFO2bdg/viewform?fbclid=IwAR3UkFNxkn3gEh-sQyXIHujNVTIRfHL8yTVXqmxtJXftvDdqkK5P5w4qwM8
[1] https://twitter.com/i/web/status/1243161283827912704
[1] https://twitter.com/i/web/status/1243285372584497155
[1] http://travelwith2ofus.com/6-gift-ideas-for-travelers-who-are-tech-geeks.php?utm_content=buffer41977&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/1241522525252866049
[1] http://travelwith2ofus.com/11-travel-sites-that-accept-bitcoin-for-flight-and-hotel-bookings.php?utm_content=bufferba8d0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/1243485403514011648

Top URLs in Tweet in G5:
[4] https://interestingengineering.com/stratolaunchs-hypersonic-vehicles-to-be-released-from-worlds-largest-carrier-plane
[1] https://twitter.com/i/web/status/1247795162790547456
[1] https://twitter.com/i/web/status/1246030735519211522
[1] https://twitter.com/i/web/status/1246060969597509632
[1] https://twitter.com/i/web/status/1246327199210393600
[1] https://twitter.com/i/web/status/1247789935668547586
[1] https://twitter.com/i/web/status/1245897337223987200
[1] https://twitter.com/i/web/status/1246021423509970944

Top URLs in Tweet in G6:
[4] https://voy.ag/PITCHWEBINAR?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[1] https://twitter.com/i/web/status/1243183438670241793
[1] https://voy.ag/PitchWebinar?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[1] https://www.sli.do/
[1] https://twitter.com/i/web/status/1243536761436934147
[1] https://twitter.com/i/web/status/1243534244288368645
[1] https://twitter.com/i/web/status/1243535249243615232
[1] https://twitter.com/i/web/status/1246130441201029123
[1] https://www.phocuswire.com/Travel-venture-funding-coronavirus
[1] https://twitter.com/voyagerhq/status/1245002159688728580

Top URLs in Tweet in G7:
[3] https://skift.com/2020/03/25/an-event-tech-startup-is-helping-travel-companies-adapt-marketing-during-crisis/
[2] https://skift.com/2020/04/06/marketers-confront-what-travel-will-look-like-post-crisis/
[1] https://www.phocuswire.com/coronavirus-innovation-rom-hendler-innovel
[1] https://twitter.com/i/web/status/1247915895613251589
[1] https://www.theguardian.com/technology/2020/apr/06/disrupting-the-disruptors-how-covid-19-will-shake-up-airbnb
[1] https://twitter.com/i/web/status/1247309371467538433
[1] https://twitter.com/i/web/status/1247311733854744576
[1] https://twitter.com/i/web/status/1247681775645663232
[1] https://twitter.com/Airbnb/status/1243173359099183105
[1] https://skift.com/2020/04/03/new-skift-online-summit-for-startups-and-investors-on-april-14/

Top URLs in Tweet in G8:
[4] http://www.newtechreview.com/newtechreview/newsinfo.asp?NewsID=10618
[3] https://impakter.com/equator-aircraft-electric-seaplane-interview-tomas/
[2] http://www.newtechreview.com/newtechreview/newsinfo.asp?NewsID=10612
[2] https://blog.pluto.travel/what-can-i-do-if-my-flights-cancelled-because-of-coronavirus/
[1] https://twitter.com/i/web/status/1247339120982188035
[1] https://twitter.com/i/web/status/1245849517028773889
[1] https://twitter.com/i/web/status/1247339288926306305
[1] https://twitter.com/i/web/status/1245849615745900547
[1] https://twitter.com/i/web/status/1246862922195886081
[1] https://twitter.com/i/web/status/1243181666815926273

Top URLs in Tweet in G9:
[176] http://www.antibooking.com
[1] https://twitter.com/i/web/status/1243094269692346374
[1] https://twitter.com/i/web/status/1243094271693029376
[1] https://twitter.com/i/web/status/1243094275593850883
[1] https://twitter.com/i/web/status/1243094279263789057
[1] https://twitter.com/i/web/status/1243094281369288704
[1] https://twitter.com/i/web/status/1243094290982752258
[1] https://twitter.com/i/web/status/1243425133047382022
[1] https://twitter.com/i/web/status/1243425135282905093
[1] https://twitter.com/i/web/status/1243425139582091264

Top Domains
Top Domains in Tweet in Entire Graph:
[184] twitter.com
[176] antibooking.com
[12] linkedin.com
[7] skift.com
[6] triptaptoe.com
[6] newtechreview.com
[5] impakter.com
[5] co.il
[5] rentalsunited.com
[5] voy.ag

Top Domains in Tweet in G1:
[2] twitter.com

Top Domains in Tweet in G2:
[1] trovoindia.com

Top Domains in Tweet in G3:
[52] twitter.com
[4] instagram.com
[3] linkedin.com
[3] discompany.work
[3] hoteltcs.com
[2] travelwith2ofus.com
[2] co.il
[2] itraq.com
[2] funneltv.tech
[2] gotowebinar.com

Top Domains in Tweet in G5:
[7] twitter.com
[4] interestingengineering.com

Top Domains in Tweet in G6:
[7] twitter.com
[5] voy.ag
[1] sli.do
[1] phocuswire.com
[1] skift.com

Top Domains in Tweet in G7:
[9] twitter.com
[6] skift.com
[1] phocuswire.com
[1] theguardian.com
[1] paper.li

Top Domains in Tweet in G8:
[7] twitter.com
[6] newtechreview.com
[5] impakter.com
[2] pluto.travel

Top Domains in Tweet in G9:
[176] antibooking.com
[43] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[839] traveltech
[587] startup
[541] socialnetworks
[117] contestalert
[103] travel
[70] trovo
[69] innovation
[68] guess
[67] iot
[66] rejoy



Top Hashtags in Tweet in G1:
[65] iot
[63] autonomousvehicles
[34] traveltech
[31] marketing
[30] vr
[25] heritage
[25] smarthome
[25] handmade
[22] sustainability
[19] covid19

Top Hashtags in Tweet in G2:
[83] contestalert
[52] trovo
[52] traveltech
[50] guess
[49] rejoy
[46] comment
[45] cooltechgadgets
[36] valueformoney
[33] speaker
[32] music

Top Hashtags in Tweet in G3:
[40] traveltech
[9] travel
[7] fintech
[5] technology
[5] funneltv
[4] blockchain
[4] covid19
[4] tech
[4] lostluggage
[4] hoteltech

Top Hashtags in Tweet in G4:
[14] contestalert
[8] guess
[8] trovo
[8] traveltech
[8] cooltechgadgets
[7] comment
[7] rejoy
[7] valueformoney
[6] speaker
[6] music

Top Hashtags in Tweet in G5:
[28] travel
[25] aviation
[24] aviationlovers
[20] traveltech
[3] vr
[2] kayaking
[2] antarctica
[2] quarantinelife
[2] tourism
[2] fortnite

Top Hashtags in Tweet in G6:
[18] traveltech
[11] ctpn
[7] travelsolutions
[7] voyagerhq
[6] travelpitch
[6] corporatetravel
[6] travelindustry
[6] travelstartups
[5] pitchwebinar
[5] startups

Top Hashtags in Tweet in G7:
[13] travel
[6] traveltech
[5] startup
[4] ceo
[4] published
[4] essay
[4] pregnant
[2] travelmarketing
[2] vc
[2] angelinvestors

Top Hashtags in Tweet in G8:
[22] travel
[19] traveltech
[6] electronics
[6] electricvehicles
[4] workflow
[4] business
[4] smallbusiness
[3] usa
[2] wireless
[2] iphone

Top Hashtags in Tweet in G9:
[562] startup
[557] traveltech
[539] socialnetworks
[62] vc
[62] angelinvesting
[62] innovation
[62] businessangels
[55] angelinvestor
[28] bigdata
[28] intelligentassistant

Top Hashtags in Tweet in G10:
[2] contestalert
[1] guess
[1] comment
[1] rejoy
[1] trovo
[1] traveltech
[1] cooltechgadgets
[1] valueformoney
[1] speaker
[1] music

Top Words
Top Words in Tweet in Entire Graph:
[620] Words in Sentiment List#1: Positive
[238] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[22704] Non-categorized Words
[23562] Total Words
[839] #traveltech
[586] #startup
[541] #socialnetworks
[460] antibooking
[277] enricomolinari

Top Words in Tweet in G1:
[275] enricomolinari
[111] ty
[65] #iot
[63] travel
[63] both
[63] roads
[63] water
[63] amphibious
[63] bus
[63] cheddar

Top Words in Tweet in G2:
[117] indiatrovo
[83] #contestalert
[77] song
[52] #trovo
[52] #traveltech
[50] #guess
[49] baaghi
[49] #rejoy
[46] #comment
[45] #cooltechgadgets

Top Words in Tweet in G3:
[40] #traveltech
[21] ì
[15] travel
[15] ë
[12] traveltech
[10] series
[9] #travel
[7] tech
[7] #fintech
[6] hotel

Top Words in Tweet in G4:
[20] indiatrovo
[14] #contestalert
[14] song
[8] #guess
[8] #trovo
[8] #traveltech
[8] #cooltechgadgets
[7] #comment
[7] #rejoy
[7] #valueformoney

Top Words in Tweet in G5:
[29] travelesquire
[29] #travel
[25] #aviation
[24] #aviationlovers
[20] #traveltech
[14] runway
[14] coming
[14] airport
[14] near
[14] 2050

Top Words in Tweet in G6:
[21] voyagerhq
[18] webinar
[18] #traveltech
[14] travel
[12] trooptravel
[12] pitching
[12] corporate
[12] pitch
[11] live
[11] #ctpn

Top Words in Tweet in G7:
[14] skift
[13] #travel
[6] crisis
[6] #traveltech
[6] renastake
[4] during
[4] travel
[4] #startup
[4] boutiq's
[4] #ceo

Top Words in Tweet in G8:
[22] #travel
[19] #traveltech
[18] electric
[18] impakterdotcom
[18] meet
[16] ale_dubesse
[15] seaplane
[15] equatoraircraft
[15] norway
[11] #electricvehi

Top Words in Tweet in G9:
[562] #startup
[557] #traveltech
[539] #socialnetworks
[458] antibooking
[147] trip
[93] information
[81] planning
[71] travel
[69] planner
[67] create

Top Words in Tweet in G10:
[3] indiatrovo
[2] #contestalert
[2] song

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[563] #startup,#traveltech
[533] #traveltech,#socialnetworks
[444] antibooking,#startup
[70] #trovo,#traveltech
[66] #rejoy,#trovo
[64] travel,both
[64] both,roads
[64] roads,water
[64] water,amphibious
[64] amphibious,bus

Top Word Pairs in Tweet in G1:
[63] travel,both
[63] both,roads
[63] roads,water
[63] water,amphibious
[63] amphibious,bus
[63] bus,ty
[63] ty,cheddar
[63] cheddar,enricomolinari
[63] enricomolinari,#autonomousvehicles
[63] #autonomousvehicles,#iot

Top Word Pairs in Tweet in G2:
[52] #trovo,#traveltech
[49] #rejoy,#trovo
[46] #guess,#comment
[45] #contestalert,#guess
[45] #comment,#rejoy
[45] #traveltech,#cooltechgadgets
[40] baaghi,#contestalert
[38] #contestalert,song
[38] song,lover
[38] lover,prove

Top Word Pairs in Tweet in G3:
[7] ì,ë
[5] interested,work
[5] work,#funneltv
[5] #funneltv,read
[5] read,first
[5] first,series
[5] series,enzo
[5] enzo,aita
[5] aita,funneltv
[4] ë,ì

Top Word Pairs in Tweet in G4:
[8] #contestalert,#guess
[8] #trovo,#traveltech
[8] #traveltech,#cooltechgadgets
[7] #guess,#comment
[7] #comment,#rejoy
[7] #rejoy,#trovo
[7] #cooltechgadgets,#valueformoney
[6] 10,bahne
[6] baaghi,#contestalert
[6] #valueformoney,#speaker

Top Word Pairs in Tweet in G5:
[25] #travel,#aviation
[24] #aviation,#aviationlovers
[20] #aviationlovers,#traveltech
[14] runway,coming
[14] coming,airport
[14] airport,near
[14] near,2050
[14] 2050,#travel
[13] travelesquire,runway
[11] airplane,takeoffs

Top Word Pairs in Tweet in G6:
[10] corporate,travel
[9] travel,pitch
[9] live,webinar
[8] pitch,night
[7] ctpn,webinar
[6] trooptravel,pitching
[6] pitching,ctpn
[6] congratulations,trooptravel
[6] trooptravel,winning
[6] winning,today's

Top Word Pairs in Tweet in G7:
[4] boutiq's,#ceo
[4] #ceo,renastake
[4] renastake,#published
[4] #published,#essay
[4] #essay,skift
[4] skift,discusses
[4] discusses,being
[4] being,#pregnant
[4] #pregnant,running
[4] running,#travel

Top Word Pairs in Tweet in G8:
[19] #travel,#traveltech
[17] impakterdotcom,meet
[15] ale_dubesse,electric
[15] electric,seaplane
[15] equatoraircraft,norway
[12] seaplane,impakterdotcom
[12] meet,equatoraircraft
[12] norway,#travel
[11] #traveltech,#electricvehi
[5] plane,impakterdotcom

Top Word Pairs in Tweet in G9:
[557] #startup,#traveltech
[531] #traveltech,#socialnetworks
[443] antibooking,#startup
[62] #socialnetworks,#vc
[62] #vc,#angelinvesting
[62] #angelinvesting,#innovation
[62] #innovation,#businessangels
[55] #businessangels,#angelinvestor
[55] #angelinvestor,information
[46] #socialnetworks,trip

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@antibooking
@enricomolinari
@indiatrovo
@cheddar
@travelesquire
@zonephysics
@techinsider
@wef
@impakterdotcom

Top Mentioned in G1:
@enricomolinari
@cheddar
@zonephysics
@techinsider
@wef
@sandreats
@theb1m
@startupselfieco
@amandaray02
@digitalfawad

Top Mentioned in G2:
@indiatrovo
@lina4ketan27
@khemka_nidhi
@wasimkh00
@chilled_sup
@dayalojha4
@rishabhprakash4
@prashpatel_
@yashgandhi66

Top Mentioned in G3:
@apisoio

Top Mentioned in G4:
@indiatrovo
@tamandeep_
@jay_parmar17
@abhilashp28645
@acidkidrock
@sagar14naik
@sanjiv_34
@mysterioussu
@ashapanchal8

Top Mentioned in G5:
@travelesquire
@surfnsunshine
@natgeo
@oculus

Top Mentioned in G6:
@voyagerhq
@trooptravel
@timeshifterapp
@trinet
@17webdev
@bignerdranch
@fareportal
@footprintid

Top Mentioned in G7:
@skift
@renastake
@airbnb
@stayboutiq
@caduta_massi
@progtravelrec
@phocuswire
@adrianablake
@mike_pence
@imarkphillips

Top Mentioned in G8:
@impakterdotcom
@ale_dubesse
@equatoraircraft
@ampaireinc
@hes_fuelcells
@garrigus
@pluto__travel
@newtechreview

Top Mentioned in G9:
@antibooking
@tripadvisor
@phocuswright
@bookingcom
@amadeusitgroup
@virtuoso

Top Mentioned in G10:
@nishh_luv
@pc_920
@usha512
@jeay501
@anusha1993_
@rakhi265
@rakhi267
@jeevan612
@annu_23
@johnyboy_19

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@clairebotai
@chidambara09
@evankirstel
@cybersec_feeds
@tekno1radio
@shah_himanshu
@iam__network
@fintechna
@dhyani1811

Top Tweeters in G1:
@sectest9
@chidambara09
@evankirstel
@fintechna
@semrasevimli44
@burtonbrown
@gvalan
@ideasusadas
@2601manish
@vivekghosal

Top Tweeters in G2:
@shah_himanshu
@dhyani1811
@sunitakatyal
@piyushpuri12
@mj180shiva
@promisingace
@sagar2612
@ramprasad43
@sengodan4
@prachimana

Top Tweeters in G3:
@tekno1radio
@iam__network
@toptravelgadget
@jreuben1
@blackbygreen
@a1purva
@travelwith2ofus
@andoniapr
@wadekwright
@bigballi

Top Tweeters in G4:
@seemajain515
@tamandeep_
@abhilashp28645
@acidkidrock
@shainaarora1
@mysterioussu
@harpreets95
@sanjiv_34
@aakash_beast786
@sagar14naik

Top Tweeters in G5:
@moon2o
@belladawn01527
@surfnsunshine
@cristianpeveri
@kornfeind
@natgeo
@pksrivastava6
@matkailufoorumi
@ninahlanina
@secretsauceconf

Top Tweeters in G6:
@codervj
@trinet
@bignerdranch
@davidakaplan
@sean_oneill
@jaalster
@snieuw
@johnnymatson
@voyagerhq
@footprintid

Top Tweeters in G7:
@skift
@rafat
@winwithmalliard
@airbnb
@caduta_massi
@phocuswire
@jasonclampet
@dgmandell
@imarkphillips
@mike_pence

Top Tweeters in G8:
@srzjwalters
@moqil
@andreww66619812
@georgschoener
@exploreamadeus
@impakterdotcom
@ale_dubesse
@garrigus
@carmiemalubay
@michelebonanno_

Top Tweeters in G9:
@advimotion_fr
@scoshield
@bookingcom
@turatlascom
@amadeusitgroup
@phocuswright
@tripadvisor
@viajarlugares
@turatlasru
@turistico_

Top Tweeters in G10:
@himanshub71
@nishh_luv
@jeevan612
@johnyboy_19
@jeay501
@rakhi267
@rakhi265
@pc_920
@anusha1993_
@usha512


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