#WEF, Twitter, 9/22/2019 6:50:27 AM, 210527


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#WEF_2019-09-21_23-40-01.xlsx
#WEF_2019-09-21_23-40-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 22, 2019
Short Description:
#WEF via NodeXL http://bit.ly/30K3cU1
@wef
@execcareercoach
@mediawireu
@davos
@nathana93826590
@obyezeks
@renatefischer
@idirtfr
@majidoukacha
@federalreserve

Top hashtags:
#wef
#idi
#davos
#cannibalcapitalism
#unagenda2030
#ai
#菲利普罗斯勒
#leadership

Description:
Description
The graph represents a network of 907 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 Sunday, 22 September 2019 at 06:40 UTC.

The requested start date was Sunday, 22 September 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, 7-hour, 42-minute period from Sunday, 08 September 2019 at 00:04 UTC to Saturday, 21 September 2019 at 07:47 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 : 907
Unique Edges : 1199
Edges With Duplicates : 638
Total Edges : 1837
Number of Edge Types : 3
Tweet : 294
Mentions : 1513
Replies to : 30
Self-Loops : 294
Reciprocated Vertex Pair Ratio : 0.0159529806884971
Reciprocated Edge Ratio : 0.031404958677686
Connected Components : 222
Single-Vertex Connected Components : 105
Maximum Vertices in a Connected Component : 142
Maximum Edges in a Connected Component : 562
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.305309
Graph Density : 0.00147248163048743
Modularity : 0.648417
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[13] https://blog.naver.com/mcstkorea/221643642591
[11] http://paper.li/shalm76/1338566469
[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/
[5] https://www.weforum.org/agenda/2019/09/cutting-emissions-to-net-zero-is-possible-heres-what-we-need-to-do/
[5] https://www.weforum.org/agenda/2019/06/pathways-to-progress-for-women-entrepreneurs/
[5] https://twitter.com/wef/status/1170471941817413632
[4] http://blog.softwareinsider.org/2017/01/02/mondays-musings-dynamic-leadership-responsive-responsible-approach-davos17-wef/
[4] https://www.ndreporters.com/2019/09/07/why-buhari-government-is-after-me-for-attending-wef-in-south-africa-ezekwesili/
[3] https://www.weforum.org/agenda/2017/08/ai-and-human-stupidity

Top URLs in Tweet in G1:
[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/
[4] https://www.ndreporters.com/2019/09/07/why-buhari-government-is-after-me-for-attending-wef-in-south-africa-ezekwesili/
[3] https://www.weforum.org/agenda/2017/08/ai-and-human-stupidity
[2] https://twitter.com/spinster_xyz/status/1167522822299758592?s=19
[2] Videos&utm_medium=Facebook
[2] Videos&utm_campaign=Facebook
[2] Video
[2] Blogs
[2] https://intelligence.weforum.org/topics/a1Gb0000000pTDkEAM?tab=publications

Top URLs in Tweet in G2:
[1] https://francais.rt.com/magazines/interdit-d-interdire/65454-droit-detre-islamophobe

Top URLs in Tweet in G3:
[2] https://www.unlock-bc.com/news/2019-09-16/uae-center-for-4th-industrial-revolution-and-world-economic-forum-launch-blockchain-accelerator
[2] https://www.weforum.org/events/world-economic-forum-on-africa-2019/sessions/a0W0X00000FIx2vUAD
[2] https://www.weforum.org/agenda/2019/08/africa-ready-to-take-quantum-leap-ibm-q/
[1] https://twitter.com/i/web/status/1171348490766696448
[1] https://twitter.com/i/web/status/1174055035417825285
[1] https://twitter.com/i/web/status/1174055677972684802
[1] https://www.ipsos.com/it-it/trasporto-aereo-crescono-le-istanze-la-riduzione-di-co2
[1] https://twitter.com/i/web/status/1173529842110930946
[1] https://twitter.com/i/web/status/1174160731664613379
[1] https://www.deplacementspros.com/actualites/securite-finlande-islande-et-oman-en-tete-du-classement-wef

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1175170944341430273
[1] https://nationalpost.com/news/world/for-the-first-time-in-13-years-a-full-moon-will-occur-today-friday-the-13th
[1] https://www.youtube.com/watch?v=szsMBFgf21k

[1] https://twitter.com/i/web/status/1171115879905411074
[1] https://www.youtube.com/watch?v=LygNr81-POs

[1] https://twitter.com/i/web/status/1174492090832572418
[1] https://twitter.com/i/web/status/1174864650648731648
[1] https://twitter.com/i/web/status/1175075193007427584
[1] https://twitter.com/i/web/status/1173702395034927104
[1] https://www.youtube.com/watch?v=xHB0LZd5YI0


Top URLs in Tweet in G5:
[2] https://es.weforum.org/agenda/2018/10/economia-colaborativa-y-la-precarizacion-del-trabajo
[2] 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.medidata.com/en/transforming-life-sciences-podcast-and-videos/
[2] https://es.weforum.org/agenda/2018/06/el-proximo-ano-el-consumo-de-internet-superara-al-de-tv-por-primera-vez
[2] https://es.weforum.org/agenda/2018/06/4-consejos-para-aumentar-tu-inteligencia-emocional
[1] https://paper.li/MediaWireU/1358698262?edition_id=9439ff30-dc3f-11e9-a32c-002590a5ba2d
[1] https://paper.li/MediaWireU/1358698262?edition_id=70718550-d208-11e9-8947-002590a5ba2d
[1] https://paper.li/MediaWireU/1358698262?edition_id=0bb17c00-d26d-11e9-8947-002590a5ba2d
[1] https://paper.li/MediaWireU/1358698262?edition_id=9e79c8d0-d2d1-11e9-8947-002590a5ba2d
[1] https://paper.li/MediaWireU/1358698262?edition_id=c21681b0-d39a-11e9-8947-002590a5ba2d

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1170351432324780033

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1173804689571270656

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1170713390395908096
[1] http://S.Africa
[1] https://twitter.com/i/web/status/1170684359692759040
[1] https://twitter.com/i/web/status/1170657397209227265
[1] https://twitter.com/i/web/status/1170655267773648897
[1] https://twitter.com/i/web/status/1170650356608638981
[1] https://twitter.com/i/web/status/1170509395337383937
[1] https://twitter.com/i/web/status/1170488056912273408

Top URLs in Tweet in G9:
[1] https://twitter.com/business/status/1174433212103319553
[1] https://twitter.com/rockefellerfdn/status/1173589022071033857

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1087027023195844608
[1] https://www.bloomberg.com/news/articles/2019-01-20/dimon-schwarzman-and-other-davos-a-listers-add-175-billion-in-10-years

Top Domains
Top Domains in Tweet in Entire Graph:
[261] twitter.com
[49] weforum.org
[46] paper.li
[13] naver.com
[9] linkedin.com
[7] imf.org
[7] 5starinnovation.com
[6] youtube.com
[5] co.za
[4] softwareinsider.org

Top Domains in Tweet in G1:
[72] twitter.com
[9] weforum.org
[8] linkedin.com
[7] imf.org
[7] 5starinnovation.com
[4] ndreporters.com
[2] co.za
[1] feedburner.com
[1] clubofmozambique.com
[1] aamepa.com

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

Top Domains in Tweet in G3:
[15] twitter.com
[5] weforum.org
[2] unlock-bc.com
[1] ipsos.com
[1] deplacementspros.com
[1] 4irsa.org

Top Domains in Tweet in G4:
[8] twitter.com
[3] youtube.com
[1] nationalpost.com
[1] linkedin.com

Top Domains in Tweet in G5:
[28] paper.li
[19] twitter.com
[9] weforum.org
[2] medidata.com
[1] visualcapitalist.com
[1] dailycaller.com
[1] co.za
[1] forbes.com
[1] nationalpost.com
[1] bloomberg.com

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

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

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[502] wef
[85] idi
[48] davos
[36] cannibalcapitalism
[29] unagenda2030
[26] ai
[22] 菲利普罗斯勒
[18] leadership
[17] worldeconomicforum
[16] bigdata



Top Hashtags in Tweet in G1:
[83] wef
[7] imf
[6] worldeconomicforum
[5] southafrica
[5] davos
[5] fintech
[5] mortgagestress
[4] oecd
[3] tourism
[3] spain

Top Hashtags in Tweet in G2:
[85] idi
[1] wef

Top Hashtags in Tweet in G3:
[15] wef
[10] cities
[8] mwc19
[6] davos
[4] af19
[2] tiktok
[2] africa
[2] quantumcomputing
[2] luxembourg
[2] capetown

Top Hashtags in Tweet in G4:
[47] wef
[35] cannibalcapitalism
[12] investorclass
[12] neonationalism
[12] ww3
[10] ai
[10] iot
[6] bigdata
[6] machinelearning
[5] flow

Top Hashtags in Tweet in G5:
[49] wef
[13] azizelmessaoudi
[8] environment
[3] education
[3] bhutan
[2] technology
[2] economics
[2] oman
[2] eizmanngroup
[2] metoo

Top Hashtags in Tweet in G6:
[7] wef

Top Hashtags in Tweet in G7:
[22] 菲利普罗斯勒

Top Hashtags in Tweet in G8:
[7] wef
[1] nigeria

Top Hashtags in Tweet in G9:
[5] wef
[5] vienna
[3] un
[3] sdgs
[3] gpdf19
[3] davos
[3] websummit
[3] lisbon
[2] dld
[2] europe

Top Hashtags in Tweet in G10:
[16] wef
[5] davos
[5] davos2019
[5] wef2019
[3] davos19
[3] wef19
[2] qe
[2] weflive
[2] missionaccomplished
[2] plutocracy

Top Words
Top Words in Tweet in Entire Graph:
[541] Words in Sentiment List#1: Positive
[308] Words in Sentiment List#2: Negative
[14] Words in Sentiment List#3: Angry/Violent
[19096] Non-categorized Words
[19945] Total Words
[503] #wef
[102] world
[102] wef
[93] il
[90] क

Top Words in Tweet in G1:
[83] #wef
[21] world
[13] economic
[13] global
[12] forum
[8] critical
[8] post
[7] africa
[7] 2019
[7] more

Top Words in Tweet in G2:
[86] il
[85] interdit
[85] d'interdire
[85] #idi
[85] majidoukacha
[85] ne
[85] peut
[85] pas
[85] dire
[85] aujourd

Top Words in Tweet in G3:
[69] wef
[15] #wef
[14] africa
[12] interesting
[12] conversation
[12] iaboyeji
[12] chikauwazie
[12] janngoafrica
[12] bbsimons
[12] speaking

Top Words in Tweet in G4:
[87] homelessdave0
[58] kennedystewart
[48] hd
[47] #wef
[44] christineeboyle
[36] gt
[35] #cannibalcapitalism
[35] 29
[30] jjhorgan
[29] haroldmunro

Top Words in Tweet in G5:
[49] #wef
[19] davos
[15] new
[14] latest
[14] dispatch
[14] global
[14] pact
[14] eizmann
[14] out
[13] stories

Top Words in Tweet in G6:
[24] cchukudebelu
[22] africa
[20] south
[20] going
[20] drive
[20] pan
[20] african
[20] anything
[20] nigeria
[20] govern

Top Words in Tweet in G7:
[22] 为什么郭先生说这次中国的经济论坛的邀请是王岐山实施蓝金黄美国
[22] 来看看是世界经济论坛是谁家开的店长是谁
[22] #菲利普罗斯勒
[22] 是谁
[22] dr
[22] philipp
[22] rösler
[22] managing
[22] director
[22] world

Top Words in Tweet in G8:
[9] obyezeks
[7] #wef
[3] mbuhari
[2] voice
[2] presence
[2] channelstv
[2] ngrpresident
[2] olatoyan
[2] peewitpro
[2] saharareporters

Top Words in Tweet in G9:
[5] #wef
[5] cc
[5] #vienna
[3] darwinscircle
[3] renatefischer
[3] #un
[3] #sdgs
[3] gdruckerforum
[3] #gpdf19
[3] druckerchlng

Top Words in Tweet in G10:
[17] rudyhavenstein
[16] #wef
[13] davos
[11] course
[11] trudeau
[11] typical
[11] elitist
[11] poser
[11] d
[11] bag

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[85] interdit,d'interdire
[85] d'interdire,#idi
[85] #idi,majidoukacha
[85] majidoukacha,ne
[85] ne,peut
[85] peut,pas
[85] pas,dire
[85] dire,aujourd
[85] aujourd,hui
[85] hui,colonisation

Top Word Pairs in Tweet in G1:
[12] world,economic
[12] economic,forum
[7] critical,#imf
[7] #imf,post
[7] solution,global
[5] forum,#wef
[5] south,africa
[5] post,#fintech
[5] #fintech,solution
[5] global,#mortgagestress

Top Word Pairs in Tweet in G2:
[85] interdit,d'interdire
[85] d'interdire,#idi
[85] #idi,majidoukacha
[85] majidoukacha,ne
[85] ne,peut
[85] peut,pas
[85] pas,dire
[85] dire,aujourd
[85] aujourd,hui
[85] hui,colonisation

Top Word Pairs in Tweet in G3:
[12] interesting,conversation
[12] conversation,wef
[12] wef,iaboyeji
[12] iaboyeji,chikauwazie
[12] chikauwazie,janngoafrica
[12] janngoafrica,bbsimons
[12] bbsimons,speaking
[12] speaking,state
[11] wimbart,interesting
[11] state,entrepreneurshi

Top Word Pairs in Tweet in G4:
[35] #cannibalcapitalism,#wef
[35] #wef,gt
[35] gt,29
[28] lesliboldt,sarahkirby_yung
[28] sarahkirby_yung,kennedystewart
[28] kennedystewart,lisadominato
[28] lisadominato,christineeboyle
[26] homelessdave0,lesliboldt
[25] earth,ppl
[23] homelessdave0,federalreserve

Top Word Pairs in Tweet in G5:
[14] latest,#wef
[14] #wef,davos
[14] davos,dispatch
[14] new,global
[14] global,pact
[14] pact,eizmann
[14] eizmann,out
[13] stories,elmessaoudiaziz
[13] elmessaoudiaziz,#azizelmessaoudi
[11] out,stories

Top Word Pairs in Tweet in G6:
[20] south,africa
[20] africa,going
[20] going,drive
[20] drive,pan
[20] pan,african
[20] african,anything
[20] anything,nigeria
[20] nigeria,govern
[20] govern,itself
[20] itself,alone

Top Word Pairs in Tweet in G7:
[22] 为什么郭先生说这次中国的经济论坛的邀请是王岐山实施蓝金黄美国,来看看是世界经济论坛是谁家开的店长是谁
[22] 来看看是世界经济论坛是谁家开的店长是谁,#菲利普罗斯勒
[22] #菲利普罗斯勒,是谁
[22] 是谁,dr
[22] dr,philipp
[22] philipp,rösler
[22] rösler,managing
[22] managing,director
[22] director,world
[21] songofearh,为什么郭先生说这次中国的经济论坛的邀请是王岐山实施蓝金黄美国

Top Word Pairs in Tweet in G8:
[2] presence,#wef
[2] obyezeks,channelstv
[2] channelstv,ngrpresident
[2] ngrpresident,mbuhari
[2] olatoyan,peewitpro
[2] peewitpro,saharareporters
[2] saharareporters,obyezeks
[2] obyezeks,see
[2] see,reason
[2] reason,apologize

Top Word Pairs in Tweet in G9:
[3] #un,#sdgs
[3] #sdgs,cc
[3] cc,gdruckerforum
[3] gdruckerforum,#gpdf19
[3] #gpdf19,druckerchlng
[3] druckerchlng,#vienna
[3] #vienna,wef
[3] wef,#wef
[3] #wef,#davos
[3] #davos,#websummit

Top Word Pairs in Tweet in G10:
[11] course,trudeau
[11] trudeau,typical
[11] typical,elitist
[11] elitist,poser
[11] poser,d
[11] d,bag
[11] bag,everyone
[11] everyone,parties
[11] parties,davos
[11] davos,annual

Top Replied-To
Top Replied-To in Entire Graph:
@lesliboldt
@obyezeks
@rkmt
@vancouriernews
@aei
@gretathunberg
@homelessdave10
@acccgovau
@jenstden
@wef

Top Replied-To in G3:
@wef

Top Replied-To in G4:
@lesliboldt
@vancouriernews
@homelessdave0
@christineeboyle
@ishbhuiyan
@jenstden
@homelessdave10

Top Replied-To in G5:
@loudobbs
@hans_denkt

Top Replied-To in G8:
@obyezeks
@sole0907
@peace25273377
@olatoyan
@thecableng

Top Mentioned
Top Mentioned in Entire Graph:
@homelessdave0
@majidoukacha
@idirtfr
@wef
@kennedystewart
@christineeboyle
@jjhorgan
@haroldmunro
@sarahkirby_yung
@lisadominato

Top Mentioned in G1:
@ruanofaxas
@ariana_erbon
@equityin
@deborahmcollier
@scienceetvieus

Top Mentioned in G2:
@majidoukacha
@idirtfr

Top Mentioned in G3:
@wef
@iaboyeji
@chikauwazie
@janngoafrica
@bbsimons
@wimbart
@abhaghani
@alicecharles
@pwc_urban
@linnytayls

Top Mentioned in G4:
@homelessdave0
@kennedystewart
@christineeboyle
@jjhorgan
@haroldmunro
@sarahkirby_yung
@lisadominato
@lesliboldt
@federalreserve
@homelessdave10

Top Mentioned in G5:
@davos
@elmessaoudiaziz
@wef_es
@eizmannch
@simplybhutan
@realdonaldtrump
@medidata
@ft
@omani_diplomacy
@andrewbott29

Top Mentioned in G6:
@cchukudebelu

Top Mentioned in G7:
@songofearh

Top Mentioned in G8:
@obyezeks
@mbuhari
@channelstv
@ngrpresident
@peewitpro
@saharareporters
@nigeriagov
@wef
@emmanwagboo
@ezeugo_i

Top Mentioned in G9:
@darwinscircle
@renatefischer
@gdruckerforum
@druckerchlng
@wef
@bankimooncentre
@philipproesler
@jankallmorgen
@dldconference
@nowak_rainer

Top Mentioned in G10:
@rudyhavenstein
@federalreserve
@benber

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@gamergeeknews
@startupsbot
@ratingsnetwork
@chidambara09
@wirtschaftde
@thehill
@guardian
@fintechna
@sensitivesam

Top Tweeters in G1:
@ratingsnetwork
@thehansindiaweb
@scene2003
@busrep
@ruanofaxas
@dogetalist
@thomasvitins
@innovationatoz
@aecnewstoday
@suenkgiftwriter

Top Tweeters in G2:
@cmartyluso1
@mounmir
@populiste63
@bestfriendca
@veroniquefthore
@francoismendy1
@niforos1
@praline_addict
@giovannifanfoni
@ozixh

Top Tweeters in G3:
@gamergeeknews
@newsneus
@wef
@gerbaron
@abusulayman
@smartecocity
@iaboyeji
@cannedcat
@hal_9000_ai
@marceeleewin

Top Tweeters in G4:
@sectest9
@chidambara09
@fintechna
@santchiweb
@calcaware
@thecuriousluke
@toronto_bot
@lesliboldt
@vancouriernews
@kvanderhoydonk

Top Tweeters in G5:
@wsj
@ft
@bpolitics
@acoyne
@acho_wendy
@otono1
@realdonaldtrump
@davos
@marmarsua
@dorjiwangchuk

Top Tweeters in G6:
@sensitivesam
@cchukudebelu
@dejidope
@mrerickcarter
@akosdahthird
@daamaker
@ovieroskoles
@harrissonpedro
@opuj
@idrisbellox

Top Tweeters in G7:
@qwertyuiioasdg
@frank29650703
@tonycai2017
@ziyoutiandi
@daguojianmin
@songofearh
@tulongdao2017v
@henryjo24012939
@ae38ffeef2974eb
@cz_maggiehe

Top Tweeters in G8:
@channelstv
@thecableng
@obyezeks
@saharareporters
@nigeriagov
@peewitpro
@olatoyan
@tekatwittn
@ngrpresident
@emmanwagboo

Top Tweeters in G9:
@diepressecom
@coimbrasummit
@websummitbot
@wko_aw
@gdruckerforum
@dldconference
@tradeexperettes
@renatefischer
@forumalpbach
@di

Top Tweeters in G10:
@rudyhavenstein
@surfeitndearth
@torrasluis
@planetaryjim
@jameschurchman
@thirdgenwidget
@oledi45
@jwake5
@w_lemn
@fawgmyre


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