#WEF, Twitter, 1/21/2020 6:09:25 PM, 220172


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#WEF_2020-01-21_07-46-09.xlsx
#WEF_2020-01-21_07-46-09.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 21, 2020
Short Description:
#WEF via NodeXL http://bit.ly/37gcCdU
@wef
@gretathunberg
@jguaido
@potus
@davos
@strike_wef
@realdonaldtrump
@rudyhavenstein
@homelesspreneur
@ellyannecgithae

Top hashtags:
#wef
#davos
#davos2020
#wef2020
#wef20
#worldeconomicforum
#ue
#trump
#davos20
#climatechange

Description:
Description
The graph represents a network of 7,375 Twitter users whose recent tweets contained "#WEF", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 21 January 2020 at 16:31 UTC.

The tweets in the network were tweeted over the 8-day, 3-hour, 43-minute period from Monday, 13 January 2020 at 12:01 UTC to Tuesday, 21 January 2020 at 15:45 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 : 7375
Unique Edges : 10798
Edges With Duplicates : 3134
Total Edges : 13932
Number of Edge Types : 5
MentionsInRetweet : 6853
Mentions : 2196
Replies to : 764
Retweet : 2444
Tweet : 1675
Self-Loops : 1730
Reciprocated Vertex Pair Ratio : 0.00472723834735747
Reciprocated Edge Ratio : 0.00940999341300461
Connected Components : 1072
Single-Vertex Connected Components : 686
Maximum Vertices in a Connected Component : 5085
Maximum Edges in a Connected Component : 11256
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.413173
Graph Density : 0.000195409432132136
Modularity : 0.697265
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 7,375 Twitter users whose recent tweets contained "#WEF", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 21 January 2020 at 16:31 UTC.

The tweets in the network were tweeted over the 8-day, 3-hour, 43-minute period from Monday, 13 January 2020 at 12:01 UTC to Tuesday, 21 January 2020 at 15:45 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 : TwitterSearch
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:
[42] https://www.youtube.com/watch?v=paaen3b44XY&feature=youtu.be

[34] https://www.pscp.tv/w/cPMHzjFkdkVPUE5hYWJRWGV8MU1ueG5Fd0JFbWVKT_7CEKtdN4z7DfzWuSJMsUIxqX5I-Re5Yb9Boy5CaY7F
[20] https://www.weforum.org/agenda/2020/01/four-key-challenges-for-cybersecurity-leaders/
[16] https://www.pscp.tv/w/cPMTpzFkdkVPUE5hYWJRWGV8MVJEeGxOelZBTVZHTPoVHUY30nkunZCXWiUkML0CSK82wuFMNCcKCdJ6pEp9
[14] https://www.fortinet.com/corporate/about-us/newsroom/press-releases/2020/ken-xie-offer-strategic-insights-upcoming-wef-annual-meeting.html
[14] https://twitter.com/i/broadcasts/1LyGBLWRMjzxN
[12] https://www.arte.tv/de/videos/085426-000-A/das-forum-rettet-davos-die-welt/
[11] https://twitter.com/rcbregman/status/1219243181335691266
[11] https://twitter.com/i/broadcasts/1ypKdBZmzDyJW
[10] https://www.scoop.it/topic/cybersecurity-leadership/p/4114343848/2020/01/17/wef-fears-cyber-threats-and-digital-fragmentation?utm_medium=social&utm_source=twitter

Top URLs in Tweet in G1:
[19] https://www.weforum.org/agenda/2020/01/four-key-challenges-for-cybersecurity-leaders/
[14] https://www.fortinet.com/corporate/about-us/newsroom/press-releases/2020/ken-xie-offer-strategic-insights-upcoming-wef-annual-meeting.html
[10] https://www.scoop.it/topic/cybersecurity-leadership/p/4114343848/2020/01/17/wef-fears-cyber-threats-and-digital-fragmentation?utm_medium=social&utm_source=twitter
[8] https://www.weforum.org/agenda/2020/01/unlearning-unleashing-uplifting-faster-industry-4-0-gains-for-society-through-systems-leadership
[6] https://www.coindesk.com/why-the-world-economic-forum-is-creating-a-blockchain-bill-of-rights
[6] https://www.scoop.it/topic/cybersecurity-leadership/p/4114131619/2020/01/09/these-are-the-top-cybersecurity-trends-to-watch-out-for-in-2020?utm_medium=social&utm_source=twitter
[6] https://www.infosecurity-magazine.com/news/wef-fears-cyberthreats-and-digital/#.XiFhsbFbsas.twitter
[4] https://www.scoop.it/topic/cybersecurity-leadership/p/4114131514/2020/01/09/why-companies-are-forming-cybersecurity-alliances?utm_medium=social&utm_source=twitter
[4] http://out.faveeo.com/?url=https://europeansting.com/2020/01/14/four-key-challenges-for-cybersecurity-leaders/&vertical=business-and-industries&lang=en&family=cybersecurity
[3] https://www.weforum.org/agenda/2020/01/delearning-reskilling-future-work-careers-skills/

Top URLs in Tweet in G2:
[5] https://www.weforum.org/reports/the-global-risks-report-2020
[5] https://twitter.com/rcbregman/status/1219243181335691266
[5] https://www.weflive.com/
[4] https://www.arte.tv/de/videos/085426-000-A/das-forum-rettet-davos-die-welt/
[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/
[4] https://www.avdelphi.com/av/b61866
[3] https://www.bhisciences.com/
[3] http://www.galerie10.ch
[3] https://m.facebook.com/alfi.moor

Top URLs in Tweet in G3:
[42] https://www.youtube.com/watch?v=paaen3b44XY&feature=youtu.be

[10] https://www.marketwatch.com/story/climate-crisis-dominates-the-top-risks-in-world-economic-forum-report-ahead-of-davos-2020-01-15?mod=mw_share_twitter
[3] https://www.pscp.tv/w/cPMHzjFkdkVPUE5hYWJRWGV8MU1ueG5Fd0JFbWVKT_7CEKtdN4z7DfzWuSJMsUIxqX5I-Re5Yb9Boy5CaY7F
[2] https://www.coindesk.com/coindesk-at-wef-2020-crypto-themes-to-watch-as-davos-gets-underway
[2] https://twitter.com/coindesk/status/1219267522186424320
[2] https://twitter.com/rcbregman/status/1219243181335691266
[2] https://www.srf.ch/news/schweiz/wef-sicherheitskosten-indirekt-zahlen-alle-schweizer-kantone-mit
[2] https://www.srf.ch/news/wirtschaft/ausblick-auf-das-wef-braucht-es-freiwilligkeit-oder-zwang-fuer-mehr-umweltschutz
[2] https://www.nzz.ch/wirtschaft/trump-und-greta-in-davos-alles-zum-50-wef-ld.1533759?mktcid=smsh&mktcval=OS%20Share%20Hub
[2] https://www.tagesanzeiger.ch/25692023

Top URLs in Tweet in G4:
[3] https://amp.lainformacion.com/opinion/beatriz-becerra/davos-2020-que-hay-de-nuevo-viejo/6537109/#click=https://t.co/O1NWR4Qet6
[1] https://www.elindependiente.com/politica/2020/01/21/sanchez-no-recibira-a-guaido-y-el-gobierno-evita-pronunciarse-sobre-venezuela/?utm_source=share_buttons&utm_medium=twitter&utm_campaign=social_share
[1] https://twitter.com/garciabanchs/status/1219450609570582528

Top URLs in Tweet in G5:
[6] https://www.pscp.tv/w/cPblNTF4TmphWU5SSm9namJ8MWVhS2JBV1Fwam54WBDR1csnYmIdEw46S5TgsUGuo5YuqSDJEUtjnF8UR7Ao?t=48m29s
[5] https://blog.softwareinsider.org/2017/01/02/mondays-musings-dynamic-leadership-responsive-responsible-approach-davos17-wef/
[5] http://JPHogan.Org
[5] http://hogan.jphogan.org/
[3] https://www.weforum.org/whitepapers/corporate-tax-digitalization-and-globalization
[3] http://www.forbesindia.com/article/special/chinas-economic-rise-was-bolstered-by-davos/57217/1
[3] https://www.arabnews.com/node/1615916/business-economy
[3] https://viralnews.pk/2020/01/pm-imran-khan-to-meet-us-president-trump-in-davos-switzerland-at-world-economic-forum/
[3] https://viralnews.pk/2020/01/pm-imran-will-leave-for-davos-switzerland-tomorrow-to-attend-world-economic-forum/
[2] https://www.facebook.com/NewsMobile/videos/597377954377558/

Top URLs in Tweet in G6:
[8] https://www.faz.net/aktuell/wirtschaft/klima-energie-und-umwelt/erderwaermung-und-politische-feuer-warnung-vor-planet-in-flammen-16582172.html?GEPC=s3
[3] https://www.packagingnews.co.uk/news/environment/recycling/tipa-ceo-talk-davos-2020-17-01-2020
[3] https://www.faz.net/aktuell/wirtschaft/weltwirtschaftsforum/davos-deutsche-bank-chef-flieht-vor-trump-in-anderes-hotel-16589088.html?GEPC=s3
[3] https://www.wsj.com/articles/environmental-risks-loom-large-among-world-economic-forum-members-11579117179
[3] http://www.nrttv.com/EN/News.aspx?id=19171&MapID=1
[3] https://www.zeit.de/wirtschaft/2020-01/weltwirtschaftsforum-studie-klimawandel-bedrohung-umweltrisiko-oekosystem?wt_zmc=sm.ext.zonaudev.twitter.ref.zeitde.share.link.x
[2] https://www.weforum.org/events/world-economic-forum-annual-meeting-2020/sessions/forging-a-path-towards-a-common-future
[2] https://www.iol.co.za/business-report/wef/trump-acclaims-his-own-economic-achievements-in-davos-40985530
[2] https://www.iol.co.za/business-report/wef/news/thunberg-to-davos-nothing-has-been-done-to-stop-climate-change-40974126
[2] https://www.iol.co.za/business-report/economy/mboweni-says-sa-will-punt-structural-reforms-for-soes-at-wef-40674826

Top URLs in Tweet in G7:
[31] https://www.pscp.tv/w/cPMHzjFkdkVPUE5hYWJRWGV8MU1ueG5Fd0JFbWVKT_7CEKtdN4z7DfzWuSJMsUIxqX5I-Re5Yb9Boy5CaY7F
[14] https://www.pscp.tv/w/cPMTpzFkdkVPUE5hYWJRWGV8MVJEeGxOelZBTVZHTPoVHUY30nkunZCXWiUkML0CSK82wuFMNCcKCdJ6pEp9
[3] https://www.srf.ch/play/radio/regional-diagonal/audio/mehr-geld-fuer-wef-einsatz-der-zuercher-kantonspolizei-gefordert?id=9c2e1a88-b8d6-4fcb-a670-0ebc6550af2e
[2] https://twitter.com/s_sommaruga/status/1219213869194924034
[1] https://twitter.com/FT/status/1216962683871821824
[1] https://www.pwc.ch/wwf-report
[1] https://www.pwc.ch/en/insights/regulation/nature-is-too-big-to-fail.html?utm_medium=social&utm_source=linkedin&utm_campaign=wwfreport&utm_content=organic
[1] https://www.nytimes.com/2020/01/21/climate/greta-thunberg-davos.html
[1] https://twitter.com/wef/status/1217839176185413632
[1] https://www.spiegel.de/wirtschaft/soziales/kann-uns-der-kapitalismus-noch-retten-a-f70ee45b-fab3-4740-9a06-60678b5b1dcf

Top URLs in Tweet in G8:
[3] https://www.dailymail.co.uk/news/article-4119004/The-smuggest-Earth-ROBERT-HARDMAN-visits-Davos-five-star-Swiss-resort-attention-seeking-celebs-billionaires-world-s-political-elite.html
[2] https://www.cnbc.com/2020/01/21/world-economic-forum-meet-the-man-feeding-the-davos-elite.html
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=7010d520-3c6b-11ea-8bca-c92f7d976c6e&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0wMS0yMC9kaW1vbi1zY2h3YXJ6bWFuLWFuZC1vdGhlci1kYXZvcy1hLWxpc3RlcnMtYWRkLTE3NS1iaWxsaW9uLWluLTEwLXllYXJz
[1] https://www.nytimes.com/2020/01/19/business/davos-50th-year.html
[1] https://www.imdb.com/title/tt0092563/
[1] https://twitter.com/RudyHavenstein/status/1218617289593053186
[1] https://www.weforum.org/about/leadership-and-governance
[1] https://twitter.com/EpsilonTheory/status/1199660148450611200
[1] https://twitter.com/RudyHavenstein/status/471719212063268864
[1] https://twitter.com/RudyHavenstein/status/1087417795418120192

Top URLs in Tweet in G9:
[1] https://twitter.com/wef/status/1218473102730022913

Top URLs in Tweet in G10:
[7] https://www.nau.ch/news/schweiz/wef-bundner-schuler-kundigen-widerstand-gegen-greta-an-65645040
[4] https://www.tagesschau.de/ausland/weltwirtschaftsforum-davos-109.html
[3] http://www.tagesschau.de/multimedia/video/video-649153.html
[3] https://www.nzz.ch/wirtschaft/trump-soll-am-wef-teilnehmen-iran-verzichtet-ld.1533883?mktcid=smsh&mktcval=Twitter
[2] https://www.welt.de/wirtschaft/article205153738/Gruenes-Davos-Weltwirtschaftsforum-wird-zum-Gipfel-der-Widersprueche.html
[1] https://twitter.com/swissinfo_de/status/1219638548065853442
[1] https://www.nzz.ch/wirtschaft/nzz-blog-live-vom-wef-ld.1534599
[1] https://www.nzz.ch/ld.1535287
[1] https://www.nzz.ch/wirtschaft/wef-2020-klimawandel-und-umwelt-ganz-oben-auf-der-sorgenliste-ld.1534194?mktcid=smch&mktcval=twpost_2020-01-16
[1] https://www.nau.ch/politik/bundeshaus/sommaruga-liest-wef-eliten-klima-leviten-im-greta-style-65648382

Top Domains
Top Domains in Tweet in Entire Graph:
[379] twitter.com
[207] weforum.org
[121] youtube.com
[112] linkedin.com
[62] pscp.tv
[40] avaaz.org
[23] instagram.com
[23] scoop.it
[23] nzz.ch
[22] co.za

Top Domains in Tweet in G1:
[79] weforum.org
[24] twitter.com
[22] scoop.it
[17] fortinet.com
[10] linkedin.com
[9] coindesk.com
[6] infosecurity-magazine.com
[5] moneycab.com
[4] faveeo.com
[3] bloomberg.com

Top Domains in Tweet in G2:
[103] twitter.com
[66] linkedin.com
[49] weforum.org
[31] avaaz.org
[18] youtube.com
[13] instagram.com
[11] awp.ch
[9] weflive.com
[8] facebook.com
[7] theguardian.com

Top Domains in Tweet in G3:
[45] youtube.com
[33] twitter.com
[13] srf.ch
[10] marketwatch.com
[8] pscp.tv
[7] linkedin.com
[6] weforum.org
[4] devdiscourse.com
[3] nzz.ch
[3] tagesanzeiger.ch

Top Domains in Tweet in G4:
[3] lainformacion.com
[1] elindependiente.com
[1] twitter.com

Top Domains in Tweet in G5:
[18] twitter.com
[11] tagesanzeiger.ch
[10] jphogan.org
[9] arabnews.com
[8] youtube.com
[6] weforum.org
[6] pscp.tv
[6] viralnews.pk
[5] softwareinsider.org
[4] forbesindia.com

Top Domains in Tweet in G6:
[27] twitter.com
[14] faz.net
[12] weforum.org
[9] nrttv.com
[7] co.za
[6] swissinfo.ch
[5] co.uk
[4] kleinezeitung.at
[3] wsj.com
[3] zeit.de

Top Domains in Tweet in G7:
[46] pscp.tv
[8] twitter.com
[6] srf.ch
[2] pwc.ch
[1] nytimes.com
[1] spiegel.de
[1] ft.com
[1] admin.ch
[1] swissinfo.ch
[1] nachdenkseiten.de

Top Domains in Tweet in G8:
[6] twitter.com
[3] co.uk
[3] cnbc.com
[1] bloomberg.com
[1] nytimes.com
[1] imdb.com
[1] weforum.org
[1] ft.com

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

Top Domains in Tweet in G10:
[14] nzz.ch
[13] nau.ch
[7] tagesschau.de
[6] twitter.com
[2] welt.de
[1] weforum.org
[1] klimareporter.de
[1] tagesspiegel.de
[1] zdf.de
[1] tagesanzeiger.ch

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5813] wef
[1924] davos
[1077] davos2020
[702] wef2020
[700] wef20
[541] worldeconomicforum
[216] ue
[213] trump
[156] davos20
[136] climatechange



Top Hashtags in Tweet in G1:
[495] wef
[212] worldeconomicforum
[119] wef20
[117] davos
[79] cybersecurity
[61] wef2020
[51] davos2020
[37] renewableenergy
[37] renewables
[34] payments

Top Hashtags in Tweet in G2:
[815] wef
[235] davos
[91] davos2020
[88] wef2020
[60] wef20
[45] worldeconomicforum
[45] trump
[26] climatechange
[20] switzerland
[17] climate

Top Hashtags in Tweet in G3:
[775] wef
[403] davos
[79] wef2020
[50] wef20
[37] capitalism
[32] by2020weriseup
[31] systemchange
[31] taxestaxestaxes
[27] trump
[25] climatechange

Top Hashtags in Tweet in G4:
[414] wef
[412] davos2020
[215] ue
[4] venezuela

Top Hashtags in Tweet in G5:
[433] wef
[146] davos
[102] wef2020
[91] davos2020
[83] wef20
[44] maga
[42] dts
[38] eyesongreed
[31] saturdaythoughts
[27] iran

Top Hashtags in Tweet in G6:
[353] wef
[78] davos
[47] wef2020
[42] davos2020
[34] trump
[25] wef20
[21] worldeconomicforum
[13] gretathunberg
[12] switzerland
[11] greta

Top Hashtags in Tweet in G7:
[223] wef
[55] wef20
[49] davos2020
[43] wef2020
[38] deepfake
[29] bern
[25] davos
[21] nowef
[16] rojava
[16] wipeoutwef

Top Hashtags in Tweet in G8:
[178] wef
[154] davos
[118] davos2020
[116] worldeconomicforum
[106] davos20
[72] wef20
[63] wef2020
[26] climatestrike
[26] cheetosvisibilityday
[13] davos2017

Top Hashtags in Tweet in G9:
[153] wef
[44] denmark
[44] electrical
[44] wind
[44] energy
[1] worldeconomicforum
[1] davos
[1] davos20
[1] davos2020

Top Hashtags in Tweet in G10:
[135] wef
[34] davos
[18] gretathunberg
[14] wef2020
[13] trump
[12] wef20
[10] weltwirtschaftsforum
[3] news
[3] schweiz
[3] davos2020

Top Words
Top Words in Tweet in Entire Graph:
[5638] Words in Sentiment List#1: Positive
[4683] Words in Sentiment List#2: Negative
[9] Words in Sentiment List#3: Angry/Violent
[240785] Non-categorized Words
[251106] Total Words
[8577] #wef
[2785] #davos
[2044] davos
[1972] #davos2020
[1628] #wef20

Top Words in Tweet in G1:
[932] #wef
[800] wef
[550] world
[437] #wef20
[370] 2020
[277] #davos
[266] davos
[254] borgebrende
[243] #wef2020
[215] #worldeconomicforum

Top Words in Tweet in G2:
[809] #wef
[236] #davos
[152] world
[148] davos
[104] forum
[97] economic
[91] #davos2020
[91] 2020
[90] global
[88] #wef2020

Top Words in Tweet in G3:
[1163] #wef
[554] #davos
[359] davos
[261] die
[237] climate
[220] strike_wef
[199] #by2020weriseup
[189] #wef20
[180] world
[163] look

Top Words in Tweet in G4:
[629] #wef
[628] jguaido
[626] #davos2020
[626] #venezuela
[430] presidente
[411] mundo
[411] entero
[411] mira
[411] hoy
[411] creo

Top Words in Tweet in G5:
[685] #wef
[410] davos
[210] wef
[196] realdonaldtrump
[184] #davos
[171] #wef2020
[161] #wef20
[139] world
[124] #davos2020
[114] forum

Top Words in Tweet in G6:
[593] #wef
[351] gretathunberg
[332] personal
[259] #davos
[197] one
[184] make
[183] #climateemergency
[179] #climatechange
[170] thank
[170] #fridaysforfuture

Top Words in Tweet in G7:
[269] #wef
[129] die
[104] gegen
[97] demo
[83] bern
[68] #wef20
[64] #davos2020
[64] tazgezwitscher
[48] wef
[46] keine

Top Words in Tweet in G8:
[286] #wef
[276] #davos
[226] #davos2020
[214] #davos20
[210] #wef20
[204] #wef2020
[202] #worldeconomicforum
[66] davos
[65] #climatestrike
[65] #cheetosvisibilityday

Top Words in Tweet in G9:
[158] #wef
[112] davos
[108] full
[108] house
[108] listen
[108] greta
[108] thunberg
[44] amazing
[44] #denmark
[44] gets

Top Words in Tweet in G10:
[167] #wef
[113] die
[37] #davos
[36] 2020
[35] next
[35] climate
[35] crisis
[35] cyberattacks
[35] data
[35] theft

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[982] #davos2020,#wef
[763] #wef,#davos
[665] #wef,#wef20
[574] #davos,#wef
[560] economic,forum
[542] world,economic
[508] #wef20,#wef
[487] #wef,#davos2020
[413] 50,edición
[412] mundo,entero

Top Word Pairs in Tweet in G1:
[271] #wef20,#wef
[252] wef,borgebrende
[176] wef,#wef20
[174] manifesto,2020
[173] borgebrende,world
[173] davos,manifesto
[162] #wef,#worldeconomicforum
[137] 2020,annual
[127] #davos,#davos2020
[121] #worldeconomicforum,#davos

Top Word Pairs in Tweet in G2:
[88] world,economic
[87] economic,forum
[86] #wef,#davos
[49] #davos,#wef
[32] ahead,#wef
[28] #wef,#davos2020
[27] #wef2020,#wef
[23] fossil,fuel
[23] #wef,#wef20
[22] climate,crisis

Top Word Pairs in Tweet in G3:
[212] #wef,#davos
[121] #strikewef,#wef
[116] #by2020weriseup,#strikewef
[116] #wef,#worldeconomicfailure
[114] part,winter
[114] winter,hiketo
[114] hiketo,davos
[114] davos,strike_wef
[114] strike_wef,still
[114] still,questions

Top Word Pairs in Tweet in G4:
[626] #davos2020,#wef
[411] mundo,entero
[411] entero,mira
[411] mira,hoy
[411] hoy,#davos2020
[411] #wef,creo
[411] creo,sorpresiva
[411] sorpresiva,presencia
[411] presencia,jguaido
[411] jguaido,marcará

Top Word Pairs in Tweet in G5:
[88] economic,forum
[87] davos,#wef
[86] world,economic
[80] #wef,#wef20
[80] #wef,#davos
[54] wef,davos
[51] #wef20,#wef
[47] realdonaldtrump,foxnews
[45] #wef2020,#wef
[42] #maga,#dts

Top Word Pairs in Tweet in G6:
[189] #davos,#wef
[167] #fridaysforfuture,#climateemergency
[166] thank,gretathunberg
[166] gretathunberg,ignore
[166] ignore,negative
[166] negative,personal
[166] personal,attacks
[166] attacks,twitter
[166] twitter,make
[166] make,personal

Top Word Pairs in Tweet in G7:
[58] #wef,#davos2020
[44] #wef,#wef20
[44] gegen,#wef
[43] bern,#wef
[41] demo,gegen
[41] gegen,weltwirtschaftsforum
[38] keine,guten
[38] guten,aussichten
[38] aussichten,die
[38] die,wahrheit

Top Word Pairs in Tweet in G8:
[203] #davos,#davos20
[202] #davos20,#davos2020
[202] #wef20,#wef2020
[197] #wef,#wef20
[196] #davos2020,#wef
[127] #wef2020,#worldeconomicforum
[55] #worldeconomicforum,#climatestrike
[54] #climatestrike,#cheetosvisibilityday
[41] below,photo
[41] photo,2020

Top Word Pairs in Tweet in G9:
[108] full,house
[108] house,davos
[108] davos,#wef
[108] #wef,listen
[108] listen,greta
[108] greta,thunberg
[44] amazing,#denmark
[44] #denmark,gets
[44] gets,half
[44] half,#electrical

Top Word Pairs in Tweet in G10:
[35] next,climate
[35] climate,crisis
[35] crisis,cyberattacks
[35] cyberattacks,data
[35] data,theft
[35] theft,breakdown
[35] breakdown,information
[35] information,infrastructure
[35] infrastructure,seen
[35] seen,#wef

Top Replied-To
Top Replied-To in Entire Graph:
@wef
@realdonaldtrump
@abolitionfossil
@rcbregman
@davos
@sadhgurujv
@citizenrosebud
@by2020weriseup
@thenergynet
@wcelaw

Top Replied-To in G1:
@wef
@sadhgurujv
@mercer
@fintechsv
@business
@zerohedge
@mark_balsiger
@gretathunberg
@segutwein
@nickhtang

Top Replied-To in G2:

Top Replied-To in G3:
@wef
@rcbregman
@by2020weriseup
@thenergynet
@luisamneubauer
@kommunia
@cisco
@femkegroothuis
@sensanders
@baseickhout

Top Replied-To in G4:
@garciabanchs

Top Replied-To in G5:
@realdonaldtrump
@davos
@citizenrosebud
@_hadleygamble
@wef
@jphoganorg
@rwang0
@kellblog
@patrickgaley
@repmaxinewaters

Top Replied-To in G6:
@gretathunberg
@nikolausblome
@faznet
@wef
@acosta
@timubru
@chickwerner
@mayla_be
@ouagadougou1976
@alex_verbeek

Top Replied-To in G7:
@thebradfordfile
@br_sprecher
@a_gossweiler
@markus_schmid_
@cocacolaco

Top Replied-To in G8:
@rudyhavenstein
@petervanham
@anandwrites

Top Replied-To in G10:
@realdonaldtrump
@claudio_schmid
@tagesspiegel
@vonderleyen
@nau_live
@alisffm
@gretathunberg
@andreasschuerer
@tagesanzeiger

Top Mentioned
Top Mentioned in Entire Graph:
@wef
@jguaido
@gretathunberg
@la_informacion
@davos
@borgebrende
@strike_wef
@realdonaldtrump
@josepborrellf
@sanchezcastejon

Top Mentioned in G1:
@wef
@borgebrende
@kenxiefortinet
@xbond49
@wefcybersec
@ripple
@googleexpertuk
@evankirstel
@jblefevre60
@jeanette_aw

Top Mentioned in G2:
@cyverse1
@infopmech
@ippodhu

Top Mentioned in G3:
@strike_wef
@rcbregman
@wef
@davos
@oxfam
@gretathunberg
@fridays4future
@jrockstrom
@winnie_byanyima
@parents4future

Top Mentioned in G4:
@jguaido
@la_informacion
@josepborrellf
@sanchezcastejon
@potus

Top Mentioned in G5:
@davos
@wef
@realdonaldtrump
@potus
@foxnews
@imrankhanpti
@speakerpelosi
@vp
@oxfam
@whitehouse

Top Mentioned in G6:
@gretathunberg
@wef
@realdonaldtrump
@dpa
@faznet
@lagarde
@strike_wef
@lennixokex
@laliberte
@davos

Top Mentioned in G7:
@tazgezwitscher
@s_sommaruga
@hofswitzerland
@nicolasbideau
@wef
@wwf_schweiz
@gretathunberg
@srf
@pwc_switzerland
@phoenix_de

Top Mentioned in G8:
@cnbc
@facebook
@anandwrites
@wef
@realdonaldtrump
@silvia_amaro
@davos

Top Mentioned in G9:
@strike_wef

Top Mentioned in G10:
@nzz
@vonderleyen
@wef
@gretathunberg
@pfi_nzz
@judithkormann
@gian_marti
@haesler_sansano
@mferbernzz
@bentriebe

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@rk70534
@durobelinda
@lucioquincioc
@hassan_k82
@bitcoinagile
@mroopchand143
@pparzival
@cnbctv18live
@aulobracho

Top Tweeters in G1:
@sectest9
@hassan_k82
@cnbctv18live
@evankirstel
@chidambara09
@bliadhnaichean
@porridgeisgood
@businessinsider
@googleexpertuk
@o_franco_aleman

Top Tweeters in G2:
@twright55
@eenadulivenews
@rmol_id
@calliopeco
@yoshiki7111
@carlesdijous
@kostian_v
@wefornews
@cybertaters
@deepgreendesign

Top Tweeters in G3:
@mccarrenbill
@kinshasaweb
@libertyisalady
@richrake
@las2950
@gezgintrk
@nomoreslaves
@weskusgogga
@realjohncurley
@digyoursoul

Top Tweeters in G4:
@lucioquincioc
@aulobracho
@mujeresdenegro
@alicate13
@9soro
@vprimero
@1954candanga
@vzlainexpugnabl
@belkotag
@celsapabon

Top Tweeters in G5:
@yordivp
@npsusa
@etnowlive
@economictimes
@foxnews
@nytimes
@akwyz
@alykhansatchu
@avgeekretweeter
@time

Top Tweeters in G6:
@rk70534
@bitcoinagile
@_redfrog
@sudeepkhatri
@markplackett1
@eigensinn83
@iol
@bbcworld
@eugenetokio
@aluthiger

Top Tweeters in G7:
@jver1
@berlinsandra78
@kuanqia
@eddiotos
@cyrus_mcdugan
@sanjaymshra
@gerhardschwar11
@liese_mueller
@michael_kunz
@fritzquincke

Top Tweeters in G8:
@sustain05
@sandoly
@cnbc
@nebula63
@bruce_bwkm
@arifjamallodhi
@rudyhavenstein
@ljcambria
@cryptocoinage
@akalayci34

Top Tweeters in G9:
@allchanges
@astraea_styx
@solusnan1
@mwhalan
@journeyproducti
@jorge_c_ny
@passarelliallan
@openpodbaydoor_
@flightbomb
@dancindoti

Top Tweeters in G10:
@fan_burnnotice
@tagesspiegel
@tagesschau
@raimundraimund
@brianhonan
@dtzb
@nzz
@sanneweber
@thestor07484946
@jurgenpresser