#WEF, Twitter, 6/14/2020 2:23:41 AM, 229243


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#WEF_2020-06-13_19-14-50.xlsx
#WEF_2020-06-13_19-14-50.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 14, 2020
Short Description:
#WEF via NodeXL https://bit.ly/2YM7lrB
@wef
@borgebrende
@thomas_binder
@sukyspook
@cathycathyfox
@razhakar
@eco1start
@unicorns4truth
@bwaveresist2020
@greennewdeal_eu

Top hashtags:
#wef
#covid19
#davos
#coronavirus
#reset
#princecharles
#nwo

Description:
Description
The graph represents a network of 1,234 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, 14 June 2020 at 02:15 UTC.

The requested start date was Sunday, 14 June 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, 7-hour, 14-minute period from Sunday, 31 May 2020 at 04:30 UTC to Saturday, 13 June 2020 at 11:44 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 : 1234
Unique Edges : 984
Edges With Duplicates : 1985
Total Edges : 2969
Number of Edge Types : 5
Tweet : 259
Retweet : 768
MentionsInRetweet : 1413
Mentions : 455
Replies to : 74
Self-Loops : 296
Reciprocated Vertex Pair Ratio : 0.0330423940149626
Reciprocated Edge Ratio : 0.063971031985516
Connected Components : 197
Single-Vertex Connected Components : 96
Maximum Vertices in a Connected Component : 355
Maximum Edges in a Connected Component : 928
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.469042
Graph Density : 0.00108904110489365
Modularity : 0.544831
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 1,234 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, 14 June 2020 at 02:15 UTC.

The requested start date was Sunday, 14 June 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, 7-hour, 14-minute period from Sunday, 31 May 2020 at 04:30 UTC to Saturday, 13 June 2020 at 11:44 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 : #WEF
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:
[29] https://www.pscp.tv/UNEP/1djxXQWqMrdKZ?t=13m1s
[21] https://twitter.com/BeachMilk/status/1268867923910758400
[16] http://www.williamengdahl.com/englishNEO9Jun2020.php
[16] https://www.youtube.com/watch?v=AUIorV2LrFc&feature=youtu.be

[12] http://blog.softwareinsider.org/2017/01/02/mondays-musings-dynamic-leadership-responsive-responsible-approach-davos17-wef/
[8] https://www.weforum.org/agenda/2020/06/now-is-the-time-for-a-great-reset/
[7] https://www.weforum.org/agenda/2020/03/coronavirus-pandemic-cybersecurity/
[7] http://events.r20.constantcontact.com/register/event?oeidk=a07eh2cxbrp4550a6d1&llr=zmrdwubab
[6] https://www.weforum.org/agenda/2019/05/what-are-microfibers-heres-what-you-can-do-to-avoid-them
[6] https://boxoffice.hotdocs.ca/websales/pages/info.aspx?evtinfo=125092~741853d5-bf72-40a5-a015-09aded779383&ep=1&showing=125966&

Top URLs in Tweet in G1:
[29] https://www.pscp.tv/UNEP/1djxXQWqMrdKZ?t=13m1s
[7] https://www.weforum.org/agenda/2020/03/coronavirus-pandemic-cybersecurity/
[6] https://www.weforum.org/agenda/2019/05/what-are-microfibers-heres-what-you-can-do-to-avoid-them
[5] https://www.weforum.org
[4] http://www3.weforum.org/docs/WEF_COVID_19_Risks_Outlook_Special_Edition_Pages.pdf
[4] https://www.weforum.org/agenda/2020/05/what-risks-does-covid-19-pose-to-society-in-the-long-term
[3] https://www.weforum.org/agenda/2020/05/iceland-tourism-covid19-tests
[2] https://www.weforum.org/agenda/2020/04/coronavirus-covid19-air-pollution-enviroment-nature-lockdown
[2] https://www.weforum.org/agenda/2020/06/start-ups-climate-change-funding-innovation-covid-19
[1] https://twitter.com/i/web/status/1271724952589402113

Top URLs in Tweet in G2:
[5] https://blogs.imf.org/2017/06/20/fintech-capturing-the-benefits-avoiding-the-risks/
[5] http://5starinnovation.com/hamburg-g20-leaders-innovations-needed-for-better-home-loan-interest-rate-management/
[2] https://www.weforum.org/whitepapers/a-framework-for-developing-a-national-artificial-intelligence-strategy/
[2] https://twitter.com/wef/status/1268151906448310272
[2] https://www.youtube.com/watch?v=8rAiTDQ-NVY&feature=youtu.be

[2] https://boxoffice.hotdocs.ca/websales/pages/info.aspx?evtinfo=125092~741853d5-bf72-40a5-a015-09aded779383&ep=1&showing=125966&
[1] https://twitter.com/greatrighthope/status/1264813080611098624
[1] https://www.deccanherald.com/sunday-herald/sunday-herald-books/poem-of-the-month-may-843513.html
[1] https://twitter.com/hephsyyy/status/1251224196287324160?s=09
[1] https://twitter.com/mbelmbel99/status/1267026835965009920

Top URLs in Tweet in G3:
[3] https://www.gulf-times.com/story/664763
[2] https://twitter.com/wef/status/1268030407645290496
[2] https://m.gulf-times.com/story/664763/WEF-bills-Davos-2021-as-the-Great-Reset
[1] https://twitter.com/yglvoices/status/1270347099104829442
[1] https://twitter.com/wef/status/1268481586611142656
[1] https://twitter.com/cnbcafrica/status/1268579967861956608

Top URLs in Tweet in G5:
[21] https://twitter.com/BeachMilk/status/1268867923910758400

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1270645701966528513
[1] https://www.centerforhealthsecurity.org/event201/about
[1] https://twitter.com/GeorgeMonbiot/status/1271533434180157440
[1] https://twitter.com/threadreaderapp/status/1255587080958246912
[1] https://twitter.com/i/web/status/1270753388611997698
[1] https://www.youtube.com/watch?v=nK-xBU9_yCw&feature=youtu.be

[1] https://twitter.com/i/web/status/1269042389420826625
[1] https://twitter.com/i/web/status/1270777985050783752
[1] https://www.youtube.com/watch?v=8tSkpcGs4yU&feature=youtu.be

[1] https://www.youtube.com/watch?v=4GpFWDcMcb8&feature=youtu.be


Top URLs in Tweet in G7:
[4] https://twitter.com/pepelep48542643/status/1271073508651606016
[4] https://www.weforum.org/agenda/2020/06/now-is-the-time-for-a-great-reset/
[2] https://waltersiegrist.ch/Event201.mp4
[1] https://twitter.com/i/web/status/1271710387227033600
[1] https://www.youtube.com/watch?v=u5pxhSnDr4U&feature=youtu.be

[1] https://twitter.com/piersrobinson1/status/1268812825465630721
[1] https://twitter.com/i/web/status/1269914991680983043
[1] https://twitter.com/afneil/status/1270631841192710144
[1] https://twitter.com/i/web/status/1271357448805404673
[1] https://twitter.com/sukyspook/status/1271712868174573568

Top URLs in Tweet in G8:
[1] https://www.weforum.org/agenda/2020/06/now-is-the-time-for-a-great-reset/

Top URLs in Tweet in G9:
[12] http://blog.softwareinsider.org/2017/01/02/mondays-musings-dynamic-leadership-responsive-responsible-approach-davos17-wef/
[1] https://www.weforum.org/agenda/2020/06/flooding-homes-sea-levels-rising-floating-ocean-grimshaw/
[1] https://www.finews.ch/news/finanzplatz/41531-weltwirtschaftsforum-wef-davos-2021

Top URLs in Tweet in G10:
[1] https://www.academia.edu/5831529/2009_Edition_full_ecopy_The_Single_Global_Currency_-_Common_Cents_for_the_World_full_cover

Top Domains
Top Domains in Tweet in Entire Graph:
[186] twitter.com
[79] weforum.org
[32] youtube.com
[29] pscp.tv
[21] williamengdahl.com
[13] linkedin.com
[12] softwareinsider.org
[9] co.za
[7] imf.org
[7] gulf-times.com

Top Domains in Tweet in G1:
[41] weforum.org
[29] pscp.tv
[26] twitter.com
[8] co.za
[3] facebook.com
[1] wkforum.org
[1] theconversation.com
[1] tech.eu
[1] okt.to

Top Domains in Tweet in G2:
[38] twitter.com
[12] weforum.org
[9] linkedin.com
[5] youtube.com
[5] imf.org
[5] 5starinnovation.com
[2] hotdocs.ca
[1] deccanherald.com
[1] ft.com
[1] ledecodeur.ch

Top Domains in Tweet in G3:
[5] twitter.com
[5] gulf-times.com

Top Domains in Tweet in G5:
[21] twitter.com

Top Domains in Tweet in G6:
[6] twitter.com
[3] youtube.com
[1] centerforhealthsecurity.org
[1] threadreaderapp.com

Top Domains in Tweet in G7:
[17] twitter.com
[5] weforum.org
[2] youtube.com
[2] waltersiegrist.ch
[1] bitchute.com
[1] t.me

Top Domains in Tweet in G8:
[1] weforum.org

Top Domains in Tweet in G9:
[12] softwareinsider.org
[1] weforum.org
[1] finews.ch

Top Domains in Tweet in G10:
[1] academia.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[729] wef
[110] covid19
[72] davos
[63] coronavirus
[58] reset
[49] princecharles
[48] nwo
[48] problemreactionsolution
[44] covid_19
[41] ai



Top Hashtags in Tweet in G1:
[111] wef
[30] interoperability
[29] worldenvironmentday
[29] fornature
[17] report
[16] risks
[15] covid_19
[15] coronavirus
[15] sustainability
[14] economy

Top Hashtags in Tweet in G2:
[96] wef
[13] covid19
[11] davos
[8] imf
[5] worldeconomicforum
[5] coronavirus
[4] thegreatreset
[4] un
[4] humanity
[4] reset

Top Hashtags in Tweet in G3:
[10] wef
[2] thegreatreset
[1] ygl
[1] inequality
[1] leadership
[1] sustainable
[1] ocean
[1] economy
[1] business
[1] youth

Top Hashtags in Tweet in G4:
[1] un
[1] who
[1] wef

Top Hashtags in Tweet in G5:
[47] wef
[46] princecharles
[46] reset
[43] nwo
[1] problemreactionsolution

Top Hashtags in Tweet in G6:
[32] wef
[19] covid19
[19] imperial
[14] salesforce
[4] greennewdeal
[4] 4ir
[3] davos
[3] climate
[3] who
[3] thegreatreset

Top Hashtags in Tweet in G7:
[44] wef
[21] covid19
[13] 4ir
[9] newworldorder
[7] event201
[6] trackandtrace
[6] reset
[5] id2020
[5] smartvaccine
[5] nonewnormal

Top Hashtags in Tweet in G8:
[46] problemreactionsolution
[1] klausschwab
[1] wef
[1] coronahoax
[1] thegreatreset

Top Hashtags in Tweet in G9:
[14] wef
[12] davos17
[5] ai
[1] digitaltransformation
[1] technology
[1] sharingeconomy

Top Hashtags in Tweet in G10:
[1] ripple
[1] xrp
[1] sdr
[1] gsc
[1] imf
[1] bis
[1] wef
[1] un2030
[1] greatreset

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[155] wef
[111] #wef
[69] need
[54] more
[32] klaus
[32] schwab
[30] recognises
[30] blockchain
[30] #interoperability
[30] importantly

Top Words in Tweet in G2:
[96] #wef
[35] ãƒ
[16] world
[16] reset
[15] great
[15] global
[14] forum
[13] #covid19
[13] economic
[11] #davos

Top Words in Tweet in G3:
[49] world
[48] one
[47] emerge
[47] covid
[47] quite
[47] different
[47] before
[47] pandemic
[47] hit
[46] borgebrende

Top Words in Tweet in G4:
[7] ausrodney
[7] turdface70
[7] emm_downunder
[7] riktheozfrog
[7] janer98
[7] 43a6f0ce5dac4ea
[7] bawdensnoek
[7] aussie000050
[7] cherob14
[6] soulinterested

Top Words in Tweet in G5:
[47] #wef
[46] #princecharles
[46] #reset
[44] cathycathyfox
[43] illuminati
[43] asset
[43] touts
[43] #nwo
[43] solution
[43] chaos

Top Words in Tweet in G6:
[64] economic
[42] forum
[41] world
[32] #wef
[25] reset
[25] davos
[23] elleprovocateur
[23] 2021
[23] agenda
[23] phase

Top Words in Tweet in G7:
[44] #wef
[21] #covid19
[18] economic
[13] #4ir
[9] global
[9] sukyspook
[9] #newworldorder
[8] reset
[7] problem
[7] reaction

Top Words in Tweet in G8:
[46] thread
[46] web
[46] #problemreactionsolution
[46] piece
[46] paragon
[46] intelligence
[46] empathy
[46] justice
[46] virtue
[46] decency

Top Words in Tweet in G9:
[14] #wef
[12] hi
[12] friends
[12] pls
[12] dynamic
[12] leadership
[12] responsive
[12] responsible
[12] approach
[12] #davos17

Top Words in Tweet in G10:
[32] wish
[32] come
[32] book
[32] years
[32] ago
[32] planned
[32] progress
[32] long
[32] time
[31] joesmo05464358

Top Word Pairs
Top Word Pairs in Tweet in G2:
[32] ãƒ,ãƒ
[30] great,reset
[30] economic,forum
[30] world,economic
[30] critical,#imf
[30] solution,global
[30] #wef,#davos
[30] power,education
[30] education,interesting
[29] interesting,case

Top Word Pairs in Tweet in G3:
[23] world,emerge
[11] emerge,covid
[11] covid,quite
[9] quite,different
[5] different,one
[5] one,before
[4] before,pandemic
[4] pandemic,hit
[4] borgebrende,world
[4] hit,beâ

Top Word Pairs in Tweet in G4:
[47] ausrodney,turdface70
[47] turdface70,emm_downunder
[47] emm_downunder,riktheozfrog
[47] riktheozfrog,janer98
[47] janer98,43a6f0ce5dac4ea
[47] 43a6f0ce5dac4ea,bawdensnoek
[47] bawdensnoek,aussie000050
[47] aussie000050,cherob14
[46] soulinterested,ausrodney

Top Word Pairs in Tweet in G5:
[7] illuminati,asset
[7] asset,#princecharles
[7] #princecharles,touts
[7] touts,#nwo
[7] #nwo,solution
[7] solution,chaos
[7] chaos,#reset
[7] #reset,#wef
[6] cathycathyfox,illuminati
[] o_rips,#wef

Top Word Pairs in Tweet in G6:
[43] world,economic
[43] economic,forum
[43] davos,reset
[43] reset,2021
[43] 2021,agenda
[43] agenda,world
[43] forum,phase
[43] phase,economic
[42] economic,social
[3] social,destruction

Top Word Pairs in Tweet in G7:
[39] global,economic
[39] economic,reset
[23] solution,#covid19
[23] #wef,#newworldorder
[23] #wef,#4ir
[23] problem,reaction
[23] reaction,solution
[23] reset,#wef
[23] #reset,#wef
[23] #covid19,#id2020

Top Word Pairs in Tweet in G8:
[8] thread,web
[8] web,#problemreactionsolution
[7] #problemreactionsolution,piece
[7] piece,paragon
[6] paragon,intelligence
[6] intelligence,empathy
[6] empathy,justice
[6] justice,virtue
[6] virtue,decency
[5] thomas_binder,thread

Top Word Pairs in Tweet in G9:
[46] hi,friends
[46] friends,pls
[46] pls,dynamic
[46] dynamic,leadership
[46] leadership,responsive
[46] responsive,responsible
[46] responsible,approach
[46] approach,#davos17
[46] #davos17,#wef
[45] rwang0,hi

Top Word Pairs in Tweet in G10:
[12] wish,come
[12] come,book
[12] book,years
[12] years,ago
[12] ago,planned
[12] planned,progress
[12] progress,long
[12] long,time
[12] joesmo05464358,wish

Top Replied-To
Top Replied-To in Entire Graph:
@wef
@diogomainardi
@captainsancha_
@obamaclintony12
@thesnp
@rob_miller12345
@shamanicnights
@wayzriego
@cointelegraph
@garethicke

Top Replied-To in G1:
@wef
@kgeorgieva

Top Replied-To in G4:
@ausrodney

Top Replied-To in G5:
@o_rips

Top Replied-To in G6:
@werocktheplanet

Top Replied-To in G7:
@rob_miller12345
@thesnp
@garethicke
@markc48322041
@davidattinger
@beachmilk
@sukyspook
@mueller_m12
@bbcscotlandnews
@clarkemicah

Top Mentioned
Top Mentioned in Entire Graph:
@wef
@borgebrende
@vangreens
@thomas_binder
@cathycathyfox
@kennedystewart
@homelessdave0
@howellings
@obamaclintony12
@joesmo05464358

Top Mentioned in G1:
@wef
@unep
@ivanduque
@dreadbong0
@thejupaul
@sureshpprabhu
@greenmatters
@947
@noikeanolife
@imfnews

Top Mentioned in G2:
@deborahmcollier
@quecaalvaro
@uncappingagate

Top Mentioned in G3:
@borgebrende
@wef
@gulftimes_qatar
@yglvoices
@mosharrafzaidi
@erna_solberg
@imohq
@charlesmgoddard
@barkhamo
@guyryder

Top Mentioned in G4:
@turdface70
@emm_downunder
@riktheozfrog
@janer98
@43a6f0ce5dac4ea
@bawdensnoek
@aussie000050
@cherob14
@soulinterested
@ausrodney

Top Mentioned in G5:
@cathycathyfox
@o_rips
@thomas_binder
@need_history
@ocadu_sfi

Top Mentioned in G6:
@elleprovocateur
@crg_crm
@voncellevolte
@bijtayari
@georgemonbiot
@timand2037
@raniakhalek
@georgegalloway
@tylerprize
@rutgersdmcs

Top Mentioned in G7:
@sukyspook
@am_mirk
@waltisiegrist
@sheenmalcolm
@stevebakerhw
@cyberduke23
@clarkemicah
@stripesman
@matthancock
@charlotte3003g

Top Mentioned in G8:
@thomas_binder

Top Mentioned in G9:
@rwang0
@swisscognitive
@dgt_switzerland
@epfl
@roblemvr
@garymarcus
@jbradleybush
@gr_4o
@mtdupdates
@versusvirusch

Top Mentioned in G10:
@joesmo05464358

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@sectest9
@robre62
@clairebotai
@threadreaderapp
@chidambara09
@evankirstel
@dancas2
@cybersec_feeds
@ratingsnetwork

Top Tweeters in G1:
@jornalistavitor
@robre62
@cybersec_feeds
@analyticaglobal
@time
@ansisegle
@purada0412
@hubofml
@eurocentrique
@wef

Top Tweeters in G2:
@ratingsnetwork
@carlesdijous
@hansjaaggi
@ticinonline
@dogetalist
@kathymorse0914
@postkneejerk
@garreau75
@portalalemania
@pmsxa

Top Tweeters in G3:
@mariussou
@gulftimes_qatar
@hemaloart
@alvarez_nimer
@cnbcafrica
@mikasakombi
@mosharrafzaidi
@oscarbergamin
@dimensionofmind
@lesegothinane

Top Tweeters in G4:
@janmareesmith2
@43a6f0ce5dac4ea
@davidmatheson27
@nc_24
@janer98
@826maureen
@den2114
@jansummersalt
@crankyallanimal
@ozzsue1

Top Tweeters in G5:
@a3auntie
@_caramelfrap
@unasveritas
@arelab13
@martinstarshine
@shaktitemple
@cathycathyfox
@imperatortruth
@nic1214
@o_rips

Top Tweeters in G6:
@threadreaderapp
@s_total_s2
@rkastrejon
@georgegalloway
@hectorsmx
@marvinicio
@elvan
@werocktheplanet
@bijtayari
@raniakhalek

Top Tweeters in G7:
@mgt_coull26
@frederickone
@bbcscotlandnews
@clarkemicah
@js100js100
@garethicke
@alberttrigg
@sukyspook
@charlotte3003g
@thesnp

Top Tweeters in G8:
@truthseeker6761
@twychy12
@luma923
@surveyorx
@margrazyna
@materlandsson
@maga_cdr
@spoilpartygames
@summerbreeze712
@orion_penticton

Top Tweeters in G9:
@evankirstel
@trippbraden
@rwang0
@ajblackston
@sarahsynergie
@lazybot6
@kraven_raven24
@glenbeer
@roblemvr
@lsmueller

Top Tweeters in G10:
@kennedypattiso1
@dallas55900503
@blloydblloyd
@xrps0l0
@luckynanyxrp
@_sidicharif
@frankberkhout1
@_thecooltwin
@omniscientape
@effectivenessa


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