traveltech, Twitter, 2/17/2022 3:13:19 AM, 271777


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traveltech_2022-02-16_18-50-48.xlsx
traveltech_2022-02-16_18-50-48.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 17, 2022
Short Description:
traveltech via NodeXL https://bit.ly/3t5RXFF
@chidambara09
@enricomolinari
@wef
@betamoroney
@sachatb
@hashem25
@hireahacker_pro
@cryptofixthingz
@enilev
@chboursin

Top hashtags:
#women
#ehealth
#ces2023
#finserv
#cx
#datascientist
#fashiontech
#digital
#data

Description:
Description
The graph represents a network of 391 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, 17 February 2022 at 03:07 UTC.

The requested start date was Thursday, 17 February 2022 at 01:01 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 4-day, 16-hour, 37-minute period from Saturday, 12 February 2022 at 05:26 UTC to Wednesday, 16 February 2022 at 22:04 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 : 391
Unique Edges : 240
Edges With Duplicates : 13394
Total Edges : 13634
Number of Edge Types : 5
Mentions : 3259
Retweet : 5800
MentionsInRetweet : 4380
Tweet : 191
Replies to : 4
Self-Loops : 1766
Reciprocated Vertex Pair Ratio : 0.0425963488843813
Reciprocated Edge Ratio : 0.0817120622568093
Connected Components : 43
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 279
Maximum Edges in a Connected Component : 13437
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.877157
Graph Density : 0.00337071283362843
Modularity : 0.036329
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 391 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, 17 February 2022 at 03:07 UTC.

The requested start date was Thursday, 17 February 2022 at 01:01 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 4-day, 16-hour, 37-minute period from Saturday, 12 February 2022 at 05:26 UTC to Wednesday, 16 February 2022 at 22:04 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:
[30] http://dlvr.it/SJrLHY
[24] https://www.theverge.com/22877788/best-monitor-work-from-home-screen-choice-4k-qhd-refresh-rate-ultrawide
[23] https://www.entrepreneur.com/article/418323
[23] https://www.news18.com/news/auto/new-chip-helps-chinese-tech-brand-baidu-to-make-level-5-fully-autonomous-robocar-4115870.html
[22] https://www.insurtechinsights.com/why-2022-insurtech-investment-could-surprise-you/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=why-2022-insurtech-investment-could-surprise-you
[21] https://www.kdnuggets.com/2022/02/ploomber-kubeflow-mlops-easier.html
[21] https://techcrunch.com/2022/02/11/why-are-internet-asset-startups-so-hot-right-now/
[21] https://www.fastcompany.com/90720485/apple-realityos
[20] https://cointelegraph.com/news/crypto-secures-a-place-in-the-african-american-saga
[20] Digital

Top URLs in Tweet in G1:
[26] http://dlvr.it/SJrLHY
[23] https://www.theverge.com/22877788/best-monitor-work-from-home-screen-choice-4k-qhd-refresh-rate-ultrawide
[22] https://www.entrepreneur.com/article/418323
[22] https://www.news18.com/news/auto/new-chip-helps-chinese-tech-brand-baidu-to-make-level-5-fully-autonomous-robocar-4115870.html
[21] https://techcrunch.com/2022/02/11/why-are-internet-asset-startups-so-hot-right-now/
[21] https://www.insurtechinsights.com/why-2022-insurtech-investment-could-surprise-you/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=why-2022-insurtech-investment-could-surprise-you
[20] https://www.kdnuggets.com/2022/02/ploomber-kubeflow-mlops-easier.html
[19] https://cointelegraph.com/news/crypto-secures-a-place-in-the-african-american-saga
[19] https://coruzant.com/ai/programing-for-machine-learning-artificial-intelligence/
[19] https://www.fastcompany.com/90720485/apple-realityos

Top URLs in Tweet in G2:
[10] https://www.weforum.org/agenda/2022/01/15-innovations-helping-cities-become-nature-positive-biodiverse-hubs?utm_source=twitter&utm_medium=social_video&utm_term=1_1&utm_content=25033_parks_Europe_premature_deaths&utm_campaign=social_video_2022
[7] https://www.weforum.org/agenda/2021/12/swiss-scientist-jet-fuel-aviation-sunlight-air?utm_source=twitter&utm_medium=social_video&utm_term=1_1&utm_content=24545_Swiss_jet_fuel_sunlight&utm_campaign=social_video_2022
[2] http://dlvr.it/SJrLHY
[1] https://twitter.com/i/web/status/1489634642902794240
[1] https://cointelegraph.com/news/crypto-secures-a-place-in-the-african-american-saga
[1] https://sifted.eu/articles/founder-due-diligence-vc/
[1] https://tampalini.net/?edition_id=8d758d00-8bdc-11ec-8ece-fa163e1a70d7
[1] https://twitter.com/i/web/status/1494012271030423554
[1] https://www.udemy.com/course/data-science-linear-regression-in-python/?irpid=2840738&ircid=5420&clickid=&irgwc=1
[1] https://medium.com/@peter.simmons/global-warming-is-a-hoax-49d9a6401da8?source=rss------machine_learning-5&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G3:
[1] https://segurodeviajecot.es/seguro-de-viaje-anti-covid-19/
[1] https://twitter.com/i/web/status/1493491538776760327
[1] https://amadeus.com/en/insights/press-release/atpi-harness-amadeus-technology-transform-global-operations?cid=3439smo-brand&ls=smo&ts=amplify&hsamp_network=twitter&hsamp=b%2BI0hxy6omez
[1] https://amadeus.com/en/insights/press-release/atpi-harness-amadeus-technology-transform-global-operations?cid=3439smo-brand&ls=smo&ts=amplify&hsamp_network=twitter&hsamp=bT0DWplx%2Fmnr
[1] https://twitter.com/i/web/status/1493833309973262336
[1] https://www.techinasia.com/wavemaker-partnersbacked-bd-travel-firm-gozayaan-enters-pakistan-findmyadventure-acquisition
[1] https://twitter.com/i/web/status/1493902105421168643
[1] https://pakobserver.net/
[1] https://pakobserver.net/bangladesh-based-firm-gozayaan-acquires-pakistans-findmyadventure-startup/

Top URLs in Tweet in G4:
[2] https://startupvalencia.org/es/blog/startups-traveltech/?fbclid=IwAR2-pTezS-K6r7TlN1FWYVErhIup49xb0AyEXz7GqMg6SlPuI5dg-n7HJ38
[1] https://startupvalencia.org/es/blog/startups-traveltech/

Top URLs in Tweet in G6:
[1] https://www.techinasia.com/wavemaker-partnersbacked-bd-travel-firm-gozayaan-enters-pakistan-findmyadventure-acquisition

Top URLs in Tweet in G7:
[3] https://www.thegamer.com/moviepass-eye-tracking-ads/
[2] https://hemhemoh.hashnode.dev/paper-review-does-computer-vision-matter-for-action
[2] http://dlvr.it/SJrLHY
[2] https://aithority.com/machine-learning/neural-networks/quantum-computing/qir-alliance-serves-as-common-interface-for-quantum-computing-development/
[2] https://uncsrp.github.io/Data-Analysis-Training-Modules/index.html
[2] https://cdw.voicestorm.com/Article/Redirect/6808abcc-ea45-4795-86bd-fd5520dace9e?uc=15051&g=e32214d0-61f3-4dd9-92a3-ae100dfe8fcf&f=736859
[2] https://www.bankingexchange.com/news-feed/item/9130-digital-mugging-what-financial-institutions-need-to-know-about-the-targeting-of-cryptowallets?Itemid=257
[1] https://techthelead.com/lamborghini-aims-to-electrify-its-entire-range-by-2024/
[1] https://procommun.com/2021/10/technology/ibm-watson-and-the-future-of-artificial-intelligence/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[1] https://zpy.io/ca/49fa36ec

Top URLs in Tweet in G8:
[1] https://okt.to/d6cewY

Top URLs in Tweet in G9:
[1] https://spanishstartups.es/blog/noticias/lugfy-madrid/

Top URLs in Tweet in G10:
[3] https://www.techinasia.com/wavemaker-partnersbacked-bd-travel-firm-gozayaan-enters-pakistan-findmyadventure-acquisition
[1] https://twitter.com/i/web/status/1493951488766451714

Top Domains
Top Domains in Tweet in Entire Graph:
[237] medium.com
[199] twitter.com
[145] trib.al
[139] youtube.com
[137] techcrunch.com
[126] forbes.com
[117] co.uk
[110] entrepreneur.com
[97] theverge.com
[92] zpy.io

Top Domains in Tweet in G1:
[229] medium.com
[182] twitter.com
[143] trib.al
[136] youtube.com
[135] techcrunch.com
[122] forbes.com
[114] co.uk
[108] entrepreneur.com
[95] theverge.com
[90] zpy.io

Top Domains in Tweet in G2:
[18] weforum.org
[4] twitter.com
[3] dlvr.it
[2] medium.com
[2] startuparound.com
[1] cointelegraph.com
[1] sifted.eu
[1] tampalini.net
[1] udemy.com
[1] smartcitiesdaily.com

Top Domains in Tweet in G3:
[3] twitter.com
[2] amadeus.com
[2] pakobserver.net
[1] segurodeviajecot.es
[1] techinasia.com

Top Domains in Tweet in G4:
[3] startupvalencia.org

Top Domains in Tweet in G6:
[1] techinasia.com

Top Domains in Tweet in G7:
[6] medium.com
[4] dlvr.it
[4] forbes.com
[4] reuters.com
[3] rstudio.com
[3] startuparound.com
[3] youtube.com
[3] thegamer.com
[3] voicestorm.com
[3] itechnologyseries.com

Top Domains in Tweet in G8:
[1] okt.to

Top Domains in Tweet in G9:
[1] spanishstartups.es

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[7419] women
[7414] ehealth
[7398] ces2023
[7398] finserv
[7391] cx
[7374] datascientist
[7347] fashiontech
[7329] digital
[7075] data
[6487] insurtech



Top Hashtags in Tweet in G1:
[7238] women
[7233] ehealth
[7218] ces2023
[7218] finserv
[7211] cx
[7196] datascientist
[7165] fashiontech
[7148] digital
[6907] data
[6327] insurtech

Top Hashtags in Tweet in G2:
[39] smartcities
[39] ai
[38] traveltech
[30] fashiontech
[29] digital
[29] cx
[29] women
[29] ehealth
[29] data
[29] ces2023

Top Hashtags in Tweet in G3:
[7] traveltech
[2] amadeus
[2] businesstravel
[2] genxesolutions
[2] traveltechnology
[2] travzillaproworld
[2] travzillapro
[2] travel
[2] travelbusiness
[2] travelagent

Top Hashtags in Tweet in G4:
[5] startups
[1] sostenibilidad
[1] digitalización
[1] playgoxp
[1] turismointeligente
[1] datosinteligentes

Top Hashtags in Tweet in G5:
[11] slow
[1] diskover
[1] slowtourism
[1] slowliving
[1] slowtravel
[1] slowlife
[1] traveltech

Top Hashtags in Tweet in G6:
[2] gozayaan
[2] acquisition
[2] global
[1] startups
[1] traveltech

Top Hashtags in Tweet in G7:
[152] women
[152] ehealth
[152] fashiontech
[151] cx
[151] ces2023
[151] finserv
[150] datascientist
[150] digital
[139] data
[133] insurtech

Top Hashtags in Tweet in G8:
[1] fcmtravel
[1] webinar
[1] traveltech
[1] businesstravel

Top Hashtags in Tweet in G10:
[5] startup
[3] technology
[2] bangladesh
[2] pakistan

Top Words
Top Words in Tweet in Entire Graph:
[7419] #women
[7414] #ehealth
[7398] #ces2023
[7398] #finserv
[7391] #cx
[7374] #datascientist
[7347] #fashiontech
[7329] #digital
[7075] #data
[6487] #insurtech

Top Words in Tweet in G1:
[7238] #women
[7233] #ehealth
[7218] #ces2023
[7218] #finserv
[7211] #cx
[7196] #datascientist
[7165] #fashiontech
[7148] #digital
[6907] #data
[6327] #insurtech

Top Words in Tweet in G2:
[82] enricomolinari
[51] wef
[41] ty
[39] #smartcities
[39] #ai
[38] #traveltech
[31] flying
[30] #fashiontech
[29] chidambara09
[29] #digital

Top Words in Tweet in G3:
[7] #traveltech
[5] traveltech
[4] amadeus
[3] pnr
[2] beyond
[2] discover
[2] learn
[2] more
[2] multi
[2] year

Top Words in Tweet in G4:
[6] playgoxp
[5] startup_vlc
[5] #startups
[5] climatetrade
[5] arvision_es
[5] guruwalk
[5] boat_jump
[5] howlanders_es
[5] growproexp
[5] ofrecen

Top Words in Tweet in G5:
[11] viu
[11] naturalesa
[11] delta
[11] l'ebre
[11] sense
[11] aglomeracions
[11] l'estil
[11] #slow
[11] descansar
[11] hotelflamingo

Top Words in Tweet in G6:
[4] gozayaan
[3] travel
[3] first
[3] startup
[2] bangladesh
[2] traveltech
[2] bangladeshi
[2] tech
[2] acquire
[2] company

Top Words in Tweet in G7:
[152] chidambara09
[152] #women
[152] #ehealth
[152] #fashiontech
[151] #cx
[151] #ces2023
[151] #finserv
[150] #datascientist
[150] #digital
[139] #data

Top Words in Tweet in G8:
[4] more
[4] day
[4] sign
[4] btn's
[4] next
[4] know
[4] webinar
[4] mastering
[4] agile
[4] approach

Top Words in Tweet in G9:
[3] tenemos
[3] nueva
[3] madrid
[3] lugfy_es
[3] traveltech
[3] origen
[3] bilbaíno
[3] busca
[3] impulsar
[3] gestión

Top Words in Tweet in G10:
[5] #startup
[5] startup
[5] traveltech
[3] wavemaker
[3] backed
[3] gozayaan
[3] buys
[3] #technology
[2] #bangladesh
[2] #pakistan

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[7391] #cx,#women
[7391] #women,#ehealth
[7377] #ces2023,#finserv
[7313] #finserv,#fashiontech
[7295] #datascientist,#digital
[7075] #ehealth,#data
[7075] #data,#ces2023
[6879] #digital,#cx
[6480] #fashiontech,#insurtech
[5170] chidambara09,#datascientist

Top Word Pairs in Tweet in G1:
[7211] #cx,#women
[7211] #women,#ehealth
[7197] #ces2023,#finserv
[7133] #finserv,#fashiontech
[7118] #datascientist,#digital
[6907] #ehealth,#data
[6907] #data,#ces2023
[6709] #digital,#cx
[6320] #fashiontech,#insurtech
[5003] chidambara09,#datascientist

Top Word Pairs in Tweet in G2:
[39] wef,enricomolinari
[34] ty,wef
[29] enricomolinari,#ai
[29] #ai,#smartcities
[29] #cx,#women
[29] #women,#ehealth
[29] #ehealth,#data
[29] #data,#ces2023
[29] #ces2023,#finserv
[29] #finserv,#fashiontech

Top Word Pairs in Tweet in G3:
[2] learn,more
[2] more,multi
[2] multi,year
[2] year,partnership
[2] partnership,see
[2] see,atpi
[2] atpi,add
[2] add,amadeus
[2] amadeus,selling
[2] selling,platform

Top Word Pairs in Tweet in G4:
[5] #startups,climatetrade
[5] climatetrade,arvision_es
[5] arvision_es,playgoxp
[5] playgoxp,guruwalk
[5] guruwalk,boat_jump
[5] boat_jump,howlanders_es
[5] howlanders_es,growproexp
[5] growproexp,ofrecen
[4] startup_vlc,#startups
[4] ofrecen,solu

Top Word Pairs in Tweet in G5:
[11] viu,naturalesa
[11] naturalesa,delta
[11] delta,l'ebre
[11] l'ebre,sense
[11] sense,aglomeracions
[11] aglomeracions,l'estil
[11] l'estil,#slow
[11] #slow,descansar
[11] descansar,hotelflamingo
[11] hotelflamingo,tot

Top Word Pairs in Tweet in G6:
[2] gozayaan,bangladesh
[2] gozayaan,first
[2] first,bangladeshi
[2] bangladeshi,travel
[2] travel,tech
[2] tech,startup
[2] startup,acquire
[2] acquire,company
[2] company,beyond
[2] beyond,border

Top Word Pairs in Tweet in G7:
[151] #cx,#women
[151] #women,#ehealth
[151] #ces2023,#finserv
[151] #finserv,#fashiontech
[149] #datascientist,#digital
[142] #digital,#cx
[140] chidambara09,#datascientist
[139] #ehealth,#data
[139] #data,#ces2023
[133] #fashiontech,#insurtech

Top Word Pairs in Tweet in G8:
[4] more,day
[4] day,sign
[4] sign,btn's
[4] btn's,next
[4] next,know
[4] know,webinar
[4] webinar,mastering
[4] mastering,agile
[4] agile,approach
[4] approach,travel

Top Word Pairs in Tweet in G9:
[3] tenemos,nueva
[3] nueva,madrid
[3] madrid,lugfy_es
[3] lugfy_es,traveltech
[3] traveltech,origen
[3] origen,bilbaíno
[3] bilbaíno,busca
[3] busca,impulsar
[3] impulsar,gestión
[2] spanishstartup_,tenemos

Top Word Pairs in Tweet in G10:
[3] wavemaker,backed
[3] backed,gozayaan
[3] gozayaan,buys
[3] buys,traveltech
[3] traveltech,startup
[3] startup,#startup
[3] #startup,#technology
[2] #bangladesh,#pakistan
[2] #pakistan,#startup
[2] #startup,bangladesh

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@chidambara09
@enilev
@betamoroney
@wef
@enricomolinari
@digitaltrends
@grazytgrazynatt
@hotelflamingo
@diskoverapp
@coschris2

Top Mentioned in G1:
@chidambara09
@enilev
@betamoroney
@digitaltrends
@grazytgrazynatt
@coschris2
@hashtagmarketi7
@enil
@enricomolinari
@wef

Top Mentioned in G2:
@wef
@enricomolinari
@chidambara09
@chboursin
@glengilmore
@travelesquire
@mashable
@techamazing
@contempra_inn
@wefuplink

Top Mentioned in G4:
@playgoxp
@startup_vlc
@climatetrade
@arvision_es
@guruwalk
@boat_jump
@howlanders_es
@growproexp
@kvirrueta

Top Mentioned in G5:
@hotelflamingo
@diskoverapp

Top Mentioned in G6:
@gozayaan
@gozayaanpk
@adritahumayra

Top Mentioned in G7:
@chidambara09
@odiapp_mv
@grazytgrazynatt
@enilev

Top Mentioned in G8:
@fcm_usa

Top Mentioned in G9:
@lugfy_es
@spanishstartup_
@climbspot

Top Mentioned in G10:
@yogiliman
@moueller1961

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@chidambara09
@xaelbot
@codedailybot
@javascriptd
@thedeveloperbot
@cybersecurityn8
@morolswediu
@coder_487

Top Tweeters in G1:
@sectest9
@cybersec_feeds
@chidambara09
@xaelbot
@codedailybot
@thedeveloperbot
@cybersecurityn8
@morolswediu
@coder_487
@discovertech3

Top Tweeters in G2:
@fintechna
@benishii_
@nicochan33
@mashable
@xzpwedvhhh37i3c
@shi4tech
@rwang0
@spirosmargaris
@gosquad22
@ipfconline1

Top Tweeters in G3:
@sarang143u
@_xplorebd
@wtfares
@thailand_picks
@travelc_online
@cathamadeusbnl
@markjliew
@galileonigeria
@fcm_southafrica
@coverontrip

Top Tweeters in G4:
@alsoldebiel
@startup_vlc
@kvirrueta
@marketinglagoon
@playgoxp
@jordiama
@climatetrade
@guruwalk
@frjquesada
@growproexp

Top Tweeters in G5:
@josemar72168618
@badalola58
@miki_gtr
@pepsabater
@jcanadellb
@dolorsherrando
@marta47mm
@railopezcalvet
@esquiroldespert
@yocura2

Top Tweeters in G6:
@teepusahab
@jjdadzie
@iamrashidali
@gozayaanpk
@gozayaan
@adritahumayra

Top Tweeters in G7:
@fabriciosx
@fathisharyf
@hattu1993
@odiapp_mv

Top Tweeters in G8:
@fcm_usa
@aarondurkin10
@kathompson44
@bvhotelier

Top Tweeters in G9:
@jcmilena
@spanishstartup_
@climbspot
@lugfy_es

Top Tweeters in G10:
@superteamup
@productier1
@moueller1961
@yogiliman


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