#WEF, Twitter, 6/24/2019 5:17:47 PM, 200901


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#WEF_2019-06-24_06-13-31.xlsx
#WEF_2019-06-24_06-13-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 24, 2019
Short Description:
#WEF via NodeXL http://bit.ly/2FuPZq1
@wef_es
@wef
@drquesada
@homelessdave0
@northernbtc
@youtube
@execcareercoach
@felixabt
@cnbc
@santchiweb

Top hashtags:
#wef
#stinsights
#vp
#ai
#trumpism
#wto
#affordablehousing
#fintech
#cities
#nyse

Description:
Description
The graph represents a network of 1,360 Twitter users whose tweets in the requested range contained "#WEF", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 24 June 2019 at 13:14 UTC.

The requested start date was Monday, 24 June 2019 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, 9-hour, 7-minute period from Monday, 10 June 2019 at 00:06 UTC to Sunday, 23 June 2019 at 09:13 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 : 1360
Unique Edges : 1413
Edges With Duplicates : 1547
Total Edges : 2960
Number of Edge Types : 3
Mentions : 2510
Tweet : 419
Replies to : 31
Self-Loops : 419
Reciprocated Vertex Pair Ratio : 0.0140672782874618
Reciprocated Edge Ratio : 0.0277442702050663
Connected Components : 146
Single-Vertex Connected Components : 72
Maximum Vertices in a Connected Component : 758
Maximum Edges in a Connected Component : 1603
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.124569
Graph Density : 0.000897069644634896
Modularity : 0.492724
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[85] https://es.weforum.org/agenda/2018/10/10-gestos-para-salvar-el-planeta
[64] https://es.weforum.org/agenda/2018/11/las-10-ramas-tecnologicas-con-mas-ofertas-de-trabajo
[61] https://es.weforum.org/agenda/2018/11/ansiedad-cuatro-expertos-desmontan-los-mitos-de-la-enfermedad-mental-mas-discutida-del-siglo-xxi
[60] https://wef.ch/2lSlznl
[58] https://es.weforum.org/agenda/2019/01/estas-son-las-10-habilidades-mas-demandadas-de-2019-segun-linkedin
[58] https://es.weforum.org/agenda/2019/05/eres-lo-que-te-dices-la-ciencia-del-dialogo-interno/
[54] https://es.weforum.org/agenda/2019/03/que-sucede-en-un-minuto-en-internet/
[46] https://es.weforum.org/agenda/2019/04/si-eres-muy-creativo-estas-viendo-el-mundo-literalmente-de-forma-diferente-a-los-demas/
[45] https://es.weforum.org/agenda/2019/04/la-economia-mundial-un-momento-delicado/
[40] https://es.weforum.org/agenda/2019/04/cuales-son-los-paises-con-mayores-reservas-de-petroleo-y-por-que-esto-no-siempre-es-senal-de-riqueza/

Top URLs in Tweet in G1:
[83] https://es.weforum.org/agenda/2018/10/10-gestos-para-salvar-el-planeta
[61] https://es.weforum.org/agenda/2018/11/ansiedad-cuatro-expertos-desmontan-los-mitos-de-la-enfermedad-mental-mas-discutida-del-siglo-xxi
[61] https://es.weforum.org/agenda/2018/11/las-10-ramas-tecnologicas-con-mas-ofertas-de-trabajo
[58] https://wef.ch/2lSlznl
[55] https://es.weforum.org/agenda/2019/01/estas-son-las-10-habilidades-mas-demandadas-de-2019-segun-linkedin
[54] https://es.weforum.org/agenda/2019/05/eres-lo-que-te-dices-la-ciencia-del-dialogo-interno/
[52] https://es.weforum.org/agenda/2019/03/que-sucede-en-un-minuto-en-internet/
[45] https://es.weforum.org/agenda/2019/04/si-eres-muy-creativo-estas-viendo-el-mundo-literalmente-de-forma-diferente-a-los-demas/
[45] https://es.weforum.org/agenda/2019/04/la-economia-mundial-un-momento-delicado/
[39] https://es.weforum.org/agenda/2019/04/a-que-pais-sale-mas-caro-exportar-productos-3be42efe6e/

Top URLs in Tweet in G2:
[8] http://www3.weforum.org/docs/WEF_Making_Affordable_Housing_A_Reality_In_Cities_report.pdf
[5] https://www.financialexpress.com/economy/asian-country-dethrones-us-as-worlds-most-competitive-economy-india-not-even-in-top-40/1602890/
[3] https://www.youtube.com/watch?v=vzSezohMTKQ&feature=youtu.be

[2] http://forumblog.org/2014/04/world-health-day-fight-against-malaria-mosquitos/?sf2489185=1
[2] https://lnkd.in/eTSNHan
[2] https://www.weforum.org/whitepapers/making-affordable-housing-a-reality-in-cities
[2] https://www.weforum.org/agenda/2017/06/the-global-economy-will-be-14-bigger-in-2030-because-of-ai/
[1] http://share.siemens.com/wtpvp
[1] http://share.siemens.com/95ya9
[1] https://www.weforum.org/agenda/2019/06/how-rice-is-hurting-the-planet/

Top URLs in Tweet in G3:
[7] https://blogs.imf.org/2017/06/20/fintech-capturing-the-benefits-avoiding-the-risks/
[7] http://5starinnovation.com/hamburg-g20-leaders-innovations-needed-for-better-home-loan-interest-rate-management/
[3] https://www.youtube.com/watch?v=pKO1mcwzZLk

[3] https://es.weforum.org/agenda/2019/01/estas-son-las-10-habilidades-mas-demandadas-de-2019-segun-linkedin
[3] https://es.weforum.org/agenda/2019/04/cuales-son-los-paises-con-mayores-reservas-de-petroleo-y-por-que-esto-no-siempre-es-senal-de-riqueza/
[2] https://www.weforum.org/agenda/2019/04/new-global-testing-standards-will-force-countries-to-revisit-academic-rankings
[2] https://magnet.xataka.com/un-mundo-fascinante/eres-muy-creativo-estas-viendo-mundo-literalmente-forma-diferente-a-demas
[2] https://es.weforum.org/agenda/2018/08/que-es-el-efecto-ancla-y-como-hace-que-nos-sintamos-bien-pagando-un-precio-alto-por-algo-que-vale-menos
[2] https://es.weforum.org/agenda/2019/05/eres-lo-que-te-dices-la-ciencia-del-dialogo-interno/
[2] https://wef.ch/2lSlznl

Top URLs in Tweet in G4:
[1] https://straighttalk.hcltech.com/straight-talking-with-eric-horvitz-at-wef-2019

Top URLs in Tweet in G5:
[1] https://www.youtube.com/watch?v=TOSZwEwl_1Q&list=RDTOSZwEwl_1Q&start_radio=1

[1] https://www.cbc.ca/news/canada/british-columbia/cheque-issue-day-study-drug-related-harm-1.5158656?__vfz=medium%3Dsharebar
[1] https://www.youtube.com/watch?v=zN6LBINgbIg

[1] https://www.youtube.com/watch?v=0wNSHPQj0W8

[1] https://www.youtube.com/watch?v=R6bHs8Vm3EQ

[1] https://www.youtube.com/watch?v=IZBlqcbpmxY

[1] https://www.youtube.com/watch?v=Zvl8pzXoXww

[1] https://www.youtube.com/watch?v=Yym5xcpnA4E


Top URLs in Tweet in G6:
[1] https://mailchi.mp/9308656f1b3c/sgg0cmzt6t-201889?cid=twitter&cid=northernbtc

Top URLs in Tweet in G8:
[1] http://www.bioayurveda.in

Top URLs in Tweet in G9:
[1] https://twitter.com/UnseenWomenOnTV/status/1141841394002202624
[1] https://www.youtube.com/watch?v=i6zZFV0rTCg&feature=youtu.be

[1] https://www.youtube.com/watch?v=IEDFjqEHc8o&feature=youtu.be


Top URLs in Tweet in G10:
[2] https://twitter.com/hughcevans/status/956281127496495112
[1] https://www.cnbc.com/2017/01/18/chinese-billionaire-jack-ma-says-the-us-wasted-trillions-on-warfare-instead-of-investing-in-infrastructure.html?fbclid=IwAR2h8oJeYli6PJwC-PQAl2MmCADKHfugcYUtWogG_ImXot9Mkn9JDobKXLY

Top Domains
Top Domains in Tweet in Entire Graph:
[1450] weforum.org
[61] wef.ch
[32] twitter.com
[15] youtube.com
[13] elpais.com
[10] lnkd.in
[7] imf.org
[7] 5starinnovation.com
[7] techtalks.fr
[6] instagram.com

Top Domains in Tweet in G1:
[1331] weforum.org
[59] wef.ch
[11] elpais.com
[3] twitter.com

Top Domains in Tweet in G2:
[19] weforum.org
[5] financialexpress.com
[3] youtube.com
[2] siemens.com
[2] forumblog.org
[2] lnkd.in
[1] moderndiplomacy.eu
[1] brinkwire.com
[1] brecorder.com
[1] com.sa

Top Domains in Tweet in G3:
[70] weforum.org
[12] twitter.com
[8] lnkd.in
[7] imf.org
[7] 5starinnovation.com
[3] instagram.com
[3] youtube.com
[2] pressreader.com
[2] theconversation.com
[2] xataka.com

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

Top Domains in Tweet in G5:
[7] youtube.com
[1] cbc.ca

Top Domains in Tweet in G6:
[1] mailchi.mp

Top Domains in Tweet in G8:
[1] bioayurveda.in

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1843] wef
[49] stinsights
[40] vp
[36] ai
[36] trumpism
[33] wto
[29] affordablehousing
[28] fintech
[24] cities
[18] nyse



Top Hashtags in Tweet in G1:
[1358] wef
[2] turismo
[2] negocio
[1] coaching
[1] ontologico
[1] mente
[1] cerebro

Top Hashtags in Tweet in G2:
[55] wef
[29] affordablehousing
[23] cities
[11] housing
[8] swedish
[8] fintech
[4] iotweek2019
[4] yang2020
[4] yanggang
[4] election2020

Top Hashtags in Tweet in G3:
[136] wef
[7] fintech
[7] imf
[7] oecd
[5] education
[5] mortgagestress
[4] worldeconomicforum
[3] globalization
[3] ai
[3] blockchain

Top Hashtags in Tweet in G4:
[49] stinsights
[40] vp
[11] cio
[11] cto
[11] technology
[11] supplychain
[11] straighttalkatwef
[11] wef
[11] hclatdavos
[8] ai

Top Hashtags in Tweet in G5:
[51] wef
[35] trumpism
[31] wto
[17] nyse
[16] notmx
[15] newjustorder
[15] ww3
[14] homelessness
[13] grumpyoldwhiteman
[13] trudeau

Top Hashtags in Tweet in G6:
[7] wef
[6] 5g
[1] btc
[1] news
[1] bitcoinnews
[1] money
[1] financialfreedom
[1] imf
[1] visa
[1] paypal

Top Hashtags in Tweet in G7:
[16] creativity
[6] future
[6] leadership
[4] wef
[4] skills
[4] digitaltransformation
[3] doit
[2] futureofwork
[1] move

Top Hashtags in Tweet in G8:
[13] wef
[9] wef2019
[2] wefegypt
[2] fans
[2] bioayurveda
[2] ayurveda
[2] wef_annual
[2] annualwef
[2] wef_bioayurveda
[1] mafe

Top Hashtags in Tweet in G9:
[7] wef
[5] canneslions
[2] timesup
[2] corpgov
[2] bilderberg
[2] climatechange
[2] ceos
[1] ageism
[1] sexism
[1] davos

Top Hashtags in Tweet in G10:
[11] wef
[3] davos
[3] davos2017
[2] davos2018
[2] missionaccomplished
[2] davos2019
[2] wef2019
[2] wef19
[2] davos19
[2] plutocracy

Top Words
Top Words in Tweet in Entire Graph:
[386] Words in Sentiment List#1: Positive
[225] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[36797] Non-categorized Words
[37408] Total Words
[1839] #wef
[1386] wef_es
[463] más
[317] qué
[214] cómo

Top Words in Tweet in G1:
[1380] wef_es
[1358] #wef
[434] más
[301] qué
[203] cómo
[174] 10
[126] tu
[122] economía
[112] mundo
[111] forma

Top Words in Tweet in G2:
[55] #wef
[49] wef
[29] #affordablehousing
[27] crisis
[23] #cities
[23] report
[20] highlights
[20] factors
[19] solutions
[18] contributing

Top Words in Tweet in G3:
[136] #wef
[27] más
[16] global
[14] qué
[11] mundo
[10] world
[8] solution
[8] cómo
[8] post
[7] economic

Top Words in Tweet in G4:
[71] ciostraighttalk
[56] shares
[49] #stinsights
[40] #vp
[32] nehaanandbrahma
[32] managing
[29] head
[25] seemajjic
[25] innovation
[25] global

Top Words in Tweet in G5:
[71] homelessdave0
[71] hd
[51] #wef
[50] kennedystewart
[41] realdonaldtrump
[32] vancouverdlc
[31] #wto
[29] gt
[29] 29
[28] #

Top Words in Tweet in G6:
[40] bitcoin
[20] monthly
[20] miner
[20] out
[20] now
[20] read
[20] latest
[20] developments
[20] world
[20] northern

Top Words in Tweet in G7:
[16] spark
[16] #creativity
[16] ______________
[16] walk
[16] read
[16] explore
[16] travel
[16] watch
[16] learn
[16] meditate

Top Words in Tweet in G8:
[13] womenecoforum
[13] #wef
[13] wef
[10] colombia
[9] #wef2019
[7] women
[6] save
[6] dates
[6] countdown
[6] economic

Top Words in Tweet in G9:
[7] #wef
[6] women
[5] #canneslions
[4] went
[3] age
[3] ceos
[3] global
[3] flying
[3] female
[3] executive

Top Words in Tweet in G10:
[11] #wef
[5] cnbc
[5] rudyhavenstein
[5] 2009
[4] usher
[3] kickoff
[3] w
[3] talking
[3] education
[3] power

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[171] wef_es,qué
[112] wef_es,10
[93] wef_es,eres
[92] wef_es,economía
[73] trabajo,#wef
[72] qué,esto
[65] psicología,#wef
[63] 10,ramas
[63] ramas,tecnológicas
[63] tecnológicas,más

Top Word Pairs in Tweet in G1:
[170] wef_es,qué
[110] wef_es,10
[93] wef_es,eres
[91] wef_es,economía
[70] trabajo,#wef
[67] qué,esto
[62] psicología,#wef
[61] ansiedad,cuatro
[61] cuatro,expertos
[61] expertos,desmontan

Top Word Pairs in Tweet in G2:
[20] #affordablehousing,report
[19] wef,#affordablehousing
[18] report,highlights
[18] highlights,factors
[18] factors,contributing
[18] affordability,crisis
[16] contributing,affordability
[12] check,out
[12] solutions,#cities
[10] out,wef

Top Word Pairs in Tweet in G3:
[7] critical,#imf
[7] #imf,post
[7] solution,global
[7] agree,pls
[7] pls,#oecd
[7] #oecd,#wef
[5] world,economic
[5] economic,forum
[5] post,#fintech
[5] #fintech,solution

Top Word Pairs in Tweet in G4:
[32] nehaanandbrahma,managing
[25] seemajjic,#vp
[25] #vp,innovation
[25] innovation,global
[25] global,health
[25] health,policy
[25] policy,communication
[25] communication,jnjcares
[25] jnjcares,shares
[25] shares,interesting

Top Word Pairs in Tweet in G5:
[29] #wef,#wto
[29] #wto,gt
[29] gt,29
[16] paulgfinch,kennedystewart
[16] kennedystewart,vancouverdlc
[16] vancouverdlc,copevancouver
[16] copevancouver,anne_roberts_bc
[16] anne_roberts_bc,jeanswanson_
[16] jeanswanson_,2
[16] 2,vancouverdlc

Top Word Pairs in Tweet in G6:
[20] monthly,miner
[20] miner,out
[20] out,now
[20] now,read
[20] read,latest
[20] latest,developments
[20] developments,world
[20] world,bitcoin
[20] bitcoin,northern
[20] northern,bitcoin

Top Word Pairs in Tweet in G7:
[16] spark,#creativity
[16] #creativity,______________
[16] ______________,walk
[16] walk,read
[16] read,explore
[16] explore,travel
[16] travel,watch
[16] watch,learn
[16] learn,meditate
[16] meditate,dance

Top Word Pairs in Tweet in G8:
[6] save,dates
[6] countdown,women
[6] women,economic
[6] economic,forum
[6] forum,wef
[6] wef,latam
[6] latam,colombia
[6] colombia,1
[6] 1,3
[6] 3,august

Top Word Pairs in Tweet in G9:
[3] #wef,#canneslions
[3] executive,coach
[2] game,changing
[2] changing,moment
[2] stay,tuned
[2] women,leaders
[2] age,gender
[2] women,wisdom
[2] #canneslions,#wef
[2] global,ceos

Top Word Pairs in Tweet in G10:
[3] #wef,kickoff
[3] kickoff,w
[3] w,usher
[3] usher,talking
[3] talking,education
[3] education,power
[3] power,mentoring
[3] mentoring,youth
[3] youth,fight
[3] fight,end

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@wef_es
@ciostraighttalk
@homelessdave0
@wef
@kennedystewart
@realdonaldtrump
@nehaanandbrahma
@justintrudeau
@seemajjic
@jnjcares

Top Mentioned in G1:
@wef_es
@cavedatos
@citicven

Top Mentioned in G2:
@wef
@alicecharles
@dilipguna
@robinbmac
@gretathunberg
@financialxpress
@andrewyang
@pwclondon
@raahaugea
@youtube

Top Mentioned in G3:
@deborahmcollier
@gamigreenglobe

Top Mentioned in G4:
@ciostraighttalk
@nehaanandbrahma
@seemajjic
@jnjcares
@asatamsons
@ericsson
@rhondavetereh
@globalfund
@virgingalactic
@erichorvitz

Top Mentioned in G5:
@homelessdave0
@kennedystewart
@realdonaldtrump
@justintrudeau
@homelessdave10
@mayorgregor
@jjhorgan
@vancouverdlc
@copevancouver
@anne_roberts_bc

Top Mentioned in G6:
@northernbtc
@globaltimesnews
@att
@imfnews
@wef

Top Mentioned in G7:
@adamsconsulting
@thomas_dettling
@cardozagab
@drholzwarth
@cj_wais
@jochenwallisch
@fgpferdt
@maria__ferraro
@christinadove7
@lunkelhaeusser

Top Mentioned in G8:
@womenecoforum
@million_india
@allladiesleague
@harbeenarora
@vinayrai
@castanedapat
@tmcnealweary
@egyptembassyusa
@bioayurveda

Top Mentioned in G9:
@execcareercoach
@harvardbusiness
@kelloggalumni
@ft
@wsj
@borgebrende
@anabotin
@koninklijkhuis
@louise_arbour
@henryrkravis

Top Mentioned in G10:
@cnbc
@rudyhavenstein
@usher
@facebook
@hughcevans
@andrewrs
@andrewrsorkin
@wef

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@nosqldigest
@elespectador
@chidambara09
@mohitsmartlove
@raumunz
@fintechna
@lovetogive2
@economictimes
@lalojimjuarez

Top Tweeters in G1:
@lalojimjuarez
@fafaschmitt
@mdonosomuller
@coyotegris
@arturoreyes_c
@byleivamiguel
@victor_ruiz
@naucitoh
@rodpdavison
@jose_i_guarino

Top Tweeters in G2:
@akwyz
@financialxpress
@dkpolparrot
@kuriharan
@bopinion
@wef
@jblefevre60
@gerbaron
@corpgovuk
@excellencia_ltd

Top Tweeters in G3:
@econ_cl
@ylvass
@losfinancieros
@exitosabear
@joa15inho
@cesarantonio48
@innovationatoz
@amiv2
@arvindvijh
@bymallikarjuna

Top Tweeters in G4:
@mohitsmartlove
@sajid_monsoori
@sumaninsa56
@bonga_online
@govindakumar381
@heliashekina
@waqasbukhari15
@satish70175875
@rajeshmanoharr1
@cloudflare

Top Tweeters in G5:
@sectest9
@nosqldigest
@chidambara09
@fintechna
@rodmickleburgh
@toronto_bot
@thomashilbig2
@realdonaldtrump
@ilsetreurnicht
@homelessdave0

Top Tweeters in G6:
@raumunz
@karzidaniq
@nacelysm
@att
@santiagon1976
@globaltimesnews
@tabi_henry
@crytpoinfo
@benjones1k
@henrimorrgh

Top Tweeters in G7:
@mikelking
@adamsconsulting
@s_galimberti
@rebekahradice
@mynaedu
@cardozagab
@martinnr
@christinadove7
@rubenjlaw
@lunkelhaeusser

Top Tweeters in G8:
@mcarvajal28
@sangeetawaldron
@castanedapat
@egyptembassyusa
@vinayrai
@whonerey
@harbeenarora
@mafedetroit
@allladiesleague
@womenecoforum

Top Tweeters in G9:
@wsj
@ft
@execcareercoach
@cannes_lions
@kelloggalumni
@borgebrende
@koninklijkhuis
@silvijaseres
@sonjajost
@anabotin

Top Tweeters in G10:
@cnbc
@rudyhavenstein
@samasiam
@udawn330
@gotfrydkarol
@facebook
@hughcevans
@felixabt
@usher
@andrewrsorkin


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