#WEF, Twitter, 6/21/2020 5:38:08 AM, 229675


FAQ | Problem?

#WEF_2020-06-20_19-18-18.xlsx
#WEF_2020-06-20_19-18-18.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 21, 2020
Short Description:
#WEF via NodeXL https://bit.ly/3fPgqGZ
@elleprovocateur
@wef
@js49
@silencenotgold
@cathycathyfox
@sukyspook
@ian56789
@dissidentdodges
@clairebotai
@engdahlfw

Top hashtags:
#wef
#covid19
#davos
#coronavirus
#covid
#ai
#4ir
#climatechange
#reset
#event201

Description:
Description
The graph represents a network of 1,627 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, 21 June 2020 at 02:18 UTC.

The requested start date was Sunday, 21 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, 21-hour, 43-minute period from Sunday, 07 June 2020 at 01:38 UTC to Saturday, 20 June 2020 at 23:21 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 : 1627
Unique Edges : 1015
Edges With Duplicates : 2727
Total Edges : 3742
Number of Edge Types : 5
Replies to : 118
Mentions : 507
Retweet : 1136
MentionsInRetweet : 1669
Tweet : 312
Self-Loops : 351
Reciprocated Vertex Pair Ratio : 0.0201377848436672
Reciprocated Edge Ratio : 0.0394805194805195
Connected Components : 227
Single-Vertex Connected Components : 114
Maximum Vertices in a Connected Component : 975
Maximum Edges in a Connected Component : 2657
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.635671
Graph Density : 0.000727650177546643
Modularity : 0.502998
NodeXL Version : 1.0.1.434
Data Import : The graph represents a network of 1,627 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, 21 June 2020 at 02:18 UTC.

The requested start date was Sunday, 21 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, 21-hour, 43-minute period from Sunday, 07 June 2020 at 01:38 UTC to Saturday, 20 June 2020 at 23:21 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:
[45] https://www.youtube.com/watch?v=X6pzXrEBqR0&feature=youtu.be

[28] http://www.williamengdahl.com/englishNEO9Jun2020.php
[21] https://twitter.com/BeachMilk/status/1268867923910758400
[17] https://www.youtube.com/watch?v=AUIorV2LrFc&feature=youtu.be

[14] http://blog.softwareinsider.org/2017/01/02/mondays-musings-dynamic-leadership-responsive-responsible-approach-davos17-wef/
[14] https://markets.businessinsider.com/news/stocks/chainlink-awarded-as-technology-pioneer-by-world-economic-forum-1029311066
[10] https://www.youtube.com/watch?v=AKkfZEJhJFk

[7] https://moderndiplomacy.eu/2020/06/11/new-government-guidelines-makes-accelerating-artificial-intelligence-possible/
[6] https://threader.app/thread/1273416915868844043
[5] https://www.weforum.org/agenda/2020/06/now-is-the-time-for-a-great-reset/

Top URLs in Tweet in G1:
[6] https://threader.app/thread/1273416915868844043
[1] https://twitter.com/i/web/status/1273800270720483328
[1] https://twitter.com/i/web/status/1246853634819796997
[1] https://twitter.com/i/web/status/1273416915868844043
[1] https://twitter.com/i/web/status/1273425396655063046
[1] https://twitter.com/i/web/status/1273448635657830400
[1] https://twitter.com/i/web/status/1274074929294696454
[1] https://twitter.com/GeorgeMonbiot/status/1271533434180157440
[1] https://twitter.com/noamchomskyt/status/1272178893080969216?s=21
[1] https://twitter.com/noamchomskyt/status/1272178893080969216

Top URLs in Tweet in G2:
[5] https://www.weforum.org/agenda/2020/06/start-ups-climate-change-funding-innovation-covid-19
[4] https://widgets.weforum.org/techpioneers-2020/
[4] https://www.weforum.org/agenda/2019/05/what-are-microfibers-heres-what-you-can-do-to-avoid-them
[3] https://www.mindbridge.ai/press-releases/technology-pioneer-by-world-economic-forum/
[3] https://www.pscp.tv/UNEP/1djxXQWqMrdKZ?t=13m1s
[3] http://www.wkforum.org/WKF/2020/en/news_view.php?no=2135&page=1
[3] https://www.weforum.org
[2] https://www.weforum.org/agenda/2020/05/energy-transition-index-2020-eti-clean-sustainable-power
[2] https://twitter.com/IanLJones98/status/1250396221447028736
[2] https://www.energyvault.com/

Top URLs in Tweet in G3:
[4] https://blogs.imf.org/2017/06/20/fintech-capturing-the-benefits-avoiding-the-risks/
[4] http://5starinnovation.com/hamburg-g20-leaders-innovations-needed-for-better-home-loan-interest-rate-management/
[3] https://retina.elpais.com/retina/2018/08/20/tendencias/1534775392_439528.html
[2] https://www.weforum.org/agenda/2020/03/coronavirus-pandemic-cybersecurity/
[2] https://www.weforum.org/agenda/2020/06/technology-pioneers-2020/
[1] https://twitter.com/i/web/status/1269506825382055941
[1] https://www.weforum.org/agenda/2020/02/blockchain-tuna-sustainability-fisheries-food-security
[1] https://boxoffice.hotdocs.ca/websales/pages/info.aspx?evtinfo=125092~741853d5-bf72-40a5-a015-09aded779383&ep=1&showing=125966&
[1] https://twitter.com/i/web/status/1269863296175390720
[1] https://twitter.com/o_rips/status/1269689798643445761

Top URLs in Tweet in G4:
[44] https://www.youtube.com/watch?v=X6pzXrEBqR0&feature=youtu.be


Top URLs in Tweet in G6:
[21] https://twitter.com/BeachMilk/status/1268867923910758400

Top URLs in Tweet in G7:
[4] https://twitter.com/pepelep48542643/status/1271073508651606016
[2] https://www.weforum.org/agenda/2020/06/now-is-the-time-for-a-great-reset/
[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
[1] https://twitter.com/bee42681881/status/1271893482534248450
[1] https://twitter.com/MattHancock/status/1272187402107457536
[1] https://twitter.com/jackrussellsmom/status/1272472703535022084
[1] https://twitter.com/senraffciccone/status/1273028064734257154

Top URLs in Tweet in G8:
[1] https://www.academia.edu/5831529/2009_Edition_full_ecopy_The_Single_Global_Currency_-_Common_Cents_for_the_World_full_cover

Top URLs in Tweet in G9:
[28] http://www.williamengdahl.com/englishNEO9Jun2020.php
[1] https://twitter.com/EngdahlFW/status/1270640151681695744?s=20

Top URLs in Tweet in G10:
[14] https://markets.businessinsider.com/news/stocks/chainlink-awarded-as-technology-pioneer-by-world-economic-forum-1029311066
[2] https://twitter.com/wef/status/1272804879686385666
[1] https://twitter.com/artificiallawya/status/1272798547147137026
[1] https://twitter.com/i/web/status/1272890911597486080

Top Domains
Top Domains in Tweet in Entire Graph:
[252] twitter.com
[87] youtube.com
[75] weforum.org
[33] williamengdahl.com
[22] linkedin.com
[14] softwareinsider.org
[14] businessinsider.com
[13] paper.li
[8] co.za
[7] moderndiplomacy.eu

Top Domains in Tweet in G1:
[16] twitter.com
[6] threader.app
[2] threadreaderapp.com
[2] youtube.com

Top Domains in Tweet in G2:
[45] twitter.com
[23] weforum.org
[7] co.za
[5] facebook.com
[3] mindbridge.ai
[3] pscp.tv
[3] wkforum.org
[2] energyvault.com
[2] kalido.me
[1] linkedin.com

Top Domains in Tweet in G3:
[45] twitter.com
[14] weforum.org
[9] linkedin.com
[6] youtube.com
[4] imf.org
[4] 5starinnovation.com
[3] elpais.com
[3] straight2point.info
[3] dy.si
[2] epochtimes.de

Top Domains in Tweet in G4:
[44] youtube.com

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

Top Domains in Tweet in G7:
[18] twitter.com
[3] weforum.org
[1] youtube.com
[1] bitchute.com

Top Domains in Tweet in G8:
[1] academia.edu

Top Domains in Tweet in G9:
[28] williamengdahl.com
[1] twitter.com

Top Domains in Tweet in G10:
[14] businessinsider.com
[4] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[814] wef
[147] covid19
[87] davos
[84] coronavirus
[67] covid
[63] ai
[62] 4ir
[61] climatechange
[55] reset
[55] event201



Top Hashtags in Tweet in G1:
[82] wef
[38] imperial
[37] covid19
[29] salesforce
[20] coronavirus
[9] 4ir
[9] thunberg
[9] naturalclimatesolution
[7] thegreatreset
[5] vaccine

Top Hashtags in Tweet in G2:
[66] wef
[30] interoperability
[19] ai
[17] covid_19
[13] accounting
[11] artificialintelligence
[10] europe
[9] techpioneers20
[9] worldoceansday
[8] worldeconomicforum

Top Hashtags in Tweet in G3:
[109] wef
[16] marketwatch
[14] covid19
[10] eu
[9] worldeconomicforum
[9] coronavirus
[9] un
[9] forex
[9] forexcrunch
[9] fxtpsignals

Top Hashtags in Tweet in G4:
[49] covid
[49] wef
[44] stakeholdercapitalism
[44] event201
[44] climatechange
[44] unagenda2030

Top Hashtags in Tweet in G5:
[1] un
[1] who
[1] wef

Top Hashtags in Tweet in G6:
[47] wef
[46] princecharles
[46] reset
[43] nwo

Top Hashtags in Tweet in G7:
[41] wef
[26] covid19
[22] 4ir
[15] id2020
[9] mrna
[9] trackandtrace
[8] billgates
[6] event201
[6] wakeup
[6] smartinjection

Top Hashtags in Tweet in G8:
[1] ripple
[1] xrp
[1] sdr
[1] gsc
[1] imf
[1] bis
[1] wef
[1] un2030
[1] greatreset

Top Hashtags in Tweet in G9:
[29] geopolitics
[29] politics
[29] coronavirus
[29] covid19
[29] davos
[2] worldeconomicforum
[2] wef
[2] soros
[2] thegreatreset
[2] ipcc

Top Hashtags in Tweet in G10:
[34] wef
[25] chainlink
[16] 4ir
[14] smarcontract
[14] oracles

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:
[404] elleprovocateur
[336] thread
[307] economic
[303] 2020
[290] 2019
[285] longer
[285] necessary
[285] pay
[285] attention
[285] ramblings

Top Words in Tweet in G2:
[158] wef
[70] need
[68] more
[66] #wef
[54] world
[32] technology
[30] recognises
[30] blockchain
[30] #interoperability
[30] importantly

Top Words in Tweet in G3:
[109] #wef
[21] world
[17] economic
[16] #marketwatch
[15] forum
[14] #covid19
[10] global
[10] #eu
[9] #worldeconomicforum
[9] #coronavirus

Top Words in Tweet in G4:
[51] reset
[51] 2020
[49] great
[49] plan
[49] revealed
[49] #covid
[49] ushers
[49] world
[49] order
[49] spiro

Top Words in Tweet in G5:
[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 G6:
[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 G7:
[41] #wef
[26] #covid19
[22] #4ir
[21] sukyspook
[15] #id2020
[10] global
[10] economic
[9] #mrna
[9] #trackandtrace
[9] live

Top Words in Tweet in G8:
[32] wish
[32] come
[32] book
[32] years
[32] ago
[32] planned
[32] progress
[32] long
[32] time
[31] joesmo05464358

Top Words in Tweet in G9:
[30] reset
[29] #geopolitics
[29] #politics
[29] #coronavirus
[29] #covid19
[29] #davos
[28] engdahlfw
[28] comes
[28] davos
[28] great

Top Words in Tweet in G10:
[34] #wef
[25] #chainlink
[19] link
[16] #4ir
[16] know
[14] source
[14] #smarcontract
[14] #oracles
[13] linkiesleaks
[8] chainlink

Top Word Pairs
Top Word Pairs in Tweet in G2:
[285] wef,recognises
[285] recognises,need
[285] need,blockchain
[285] blockchain,#interoperability
[285] #interoperability,more
[285] more,importantly
[285] importantly,need
[285] need,entire
[284] dreadbong0,wef
[271] entire,ecosystems

Top Word Pairs in Tweet in G3:
[30] world,economic
[30] economic,forum
[30] #forex,#forexcrunch
[30] #forexcrunch,#fxtpsignals
[30] #cboe,#learnvest
[30] #fxtpsignals,#worldfirstfx
[30] #worldfirstfx,#trade
[30] #trade,#cboe
[29] #learnvest,#stocktwits
[29] #stocktwits,#forexmarket

Top Word Pairs in Tweet in G4:
[15] great,reset
[14] reset,plan
[9] plan,revealed
[9] revealed,#covid
[9] #covid,ushers
[8] ushers,world
[8] world,order
[8] order,spiro
[8] spiro,skouras
[8] skouras,june

Top Word Pairs in Tweet in G5:
[49] ausrodney,turdface70
[49] turdface70,emm_downunder
[49] emm_downunder,riktheozfrog
[49] riktheozfrog,janer98
[49] janer98,43a6f0ce5dac4ea
[49] 43a6f0ce5dac4ea,bawdensnoek
[49] bawdensnoek,aussie000050
[49] aussie000050,cherob14
[49] soulinterested,ausrodney

Top Word Pairs in Tweet in G6:
[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 G7:
[43] #4ir,#wef
[43] #covid19,#id2020
[43] #wef,#4ir
[43] #trackandtrace,#wef
[43] lose,#covid19
[43] #covid19,fear
[43] fear,watch
[43] watch,live
[42] live,exercise
[3] exercise,#wakeup

Top Word Pairs in Tweet in G8:
[11] wish,come
[9] come,book
[8] book,years
[7] years,ago
[6] ago,planned
[6] planned,progress
[6] progress,long
[6] long,time
[6] joesmo05464358,wish

Top Word Pairs in Tweet in G9:
[32] #geopolitics,#politics
[32] #politics,#coronavirus
[32] #coronavirus,#covid19
[32] #covid19,#davos
[32] comes,davos
[32] davos,great
[32] great,reset
[32] reset,#geopolitics
[31] engdahlfw,comes
[] #davos,#worldecon

Top Word Pairs in Tweet in G10:
[29] #wef,#4ir
[29] source,#chainlink
[29] #chainlink,#smarcontract
[29] #smarcontract,#wef
[28] #wef,#oracles
[28] linkiesleaks,source
[28] #chainlink,#wef
[28] link,#chainlink
[27] know,know
[27] know,chainlink

Top Replied-To
Top Replied-To in Entire Graph:
@wef
@diogomainardi
@cointelegraph
@alberttrigg
@thesnp
@guardiannews
@shamanicnights
@empathiser
@jaarreaza
@bhaktijala

Top Replied-To in G1:
@jaarreaza
@alberttrigg
@elleprovocateur
@andyoval
@rob_miller12345
@werocktheplanet

Top Replied-To in G2:
@wef
@mindbridge_ai
@climeworks
@ogbenidipo
@realdonaldtrump

Top Replied-To in G4:
@guardiannews
@ian56789
@globalnews
@inamadworld111
@21wire
@99freemind
@gullinkambi3
@thehill
@thomas1774paine
@norbertelekes

Top Replied-To in G5:
@ausrodney

Top Replied-To in G6:
@o_rips

Top Replied-To in G7:
@thesnp
@markc48322041
@davidattinger
@beachmilk
@garethicke
@miss_snuffy
@sukyspook
@alberttrigg
@leahbutlersmith
@frank_33gg

Top Replied-To in G10:
@panosmek

Top Mentioned
Top Mentioned in Entire Graph:
@elleprovocateur
@wef
@youtube
@cathycathyfox
@kennedystewart
@homelessdave0
@joesmo05464358
@dreadbong0
@engdahlfw
@chiefpalmer

Top Mentioned in G1:
@elleprovocateur
@piersrobinson1
@threader_app
@andyoval
@georgemonbiot
@unilever
@wwf
@techlazy_msft
@smilingtreefarm
@bijtayari

Top Mentioned in G2:
@wef
@dreadbong0
@thejupaul
@sureshpprabhu
@mindbridge_ai
@davos
@947
@trulioo
@zestmoney
@greenmatters

Top Mentioned in G3:
@deborahmcollier
@dko87
@noikeanolife

Top Mentioned in G4:
@youtube
@silencenotgold
@elleprovocateur
@globalnews
@ian56789
@perpetualmaniac
@springspatriot
@trudeau
@flotsamnjetsom
@morikujoyce

Top Mentioned in G5:
@turdface70
@emm_downunder
@riktheozfrog
@janer98
@43a6f0ce5dac4ea
@bawdensnoek
@aussie000050
@cherob14
@soulinterested
@ausrodney

Top Mentioned in G6:
@cathycathyfox
@o_rips
@elleprovocateur
@need_history
@ocadu_sfi

Top Mentioned in G7:
@sukyspook
@gmb
@stevebakerhw
@elleprovocateur
@am_mirk
@matthancock
@charlotte3003g
@g3mm420
@willowwyse

Top Mentioned in G8:
@joesmo05464358

Top Mentioned in G9:
@engdahlfw
@elleprovocateur

Top Mentioned in G10:
@linkiesleaks
@myster_eeee
@nullpackets
@chainlinkoracie
@comfybonobo

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@clairebotai
@threadreaderapp
@chidambara09
@evankirstel
@cybersec_feeds
@dancas2
@ratingsnetwork
@porridgeisgood
@thehill

Top Tweeters in G1:
@sectest9
@threadreaderapp
@porridgeisgood
@wwf
@leocullen4
@spacettf
@josmirek
@cybersecurityn8
@citizencaz
@petermcc66

Top Tweeters in G2:
@cybersec_feeds
@time
@purada0412
@akdm_bot
@ogbenidipo
@hubofml
@ianmcalvert
@eurocentrique
@wef
@sleimanskaf

Top Tweeters in G3:
@ratingsnetwork
@hansjaaggi
@knolinfos
@captainhottub
@noikeanolife
@kathymorse0914
@landofree
@portalalemania
@paulesamson
@leiamoneytimes

Top Tweeters in G4:
@thehill
@business
@reuters
@vanguardngrnews
@mailonline
@pittsburghpg
@globalnews
@guardiannews
@mairn_pap
@ksatnews

Top Tweeters in G5:
@janmareesmith2
@43a6f0ce5dac4ea
@davidmatheson27
@nc_24
@janer98
@826maureen
@den2114
@jansummersalt
@crankyallanimal
@ozzsue1

Top Tweeters in G6:
@a3auntie
@_caramelfrap
@unasveritas
@arelab13
@martinstarshine
@shaktitemple
@cathycathyfox
@nic1214
@imperatortruth
@thebeachesnz

Top Tweeters in G7:
@starsparkle_uk
@frederickone
@reptoid_hunter
@pardoe_ai
@bbcscotlandnews
@uxbeconomist07
@garethicke
@gmb
@charlotte3003g
@sukyspook

Top Tweeters in G8:
@kennedypattiso1
@dallas55900503
@blloydblloyd
@xrps0l0
@luckynanyxrp
@_sidicharif
@frankberkhout1
@_thecooltwin
@omniscientape
@effectivenessa

Top Tweeters in G9:
@actionscript3
@djsiri
@realmajordan
@anttiharjula
@margweston
@liebustersleuth
@engdahlfw
@jay_d007
@l_bourhill
@stephenwalter13

Top Tweeters in G10:
@ferhatc77808419
@milocrypto
@112o28
@linkfinland
@r1r_zilla_r1r
@myster_eeee
@nullpackets
@mattdegenhardt
@linknewsoracle
@chainlinkoracie


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.