#WEF, Twitter, 1/25/2020 1:05:23 AM, 220248


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#WEF_2020-01-24_08-55-41.xlsx
#WEF_2020-01-24_08-55-41.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 25, 2020
Short Description:
#WEF via NodeXL http://bit.ly/37udFHa
@wef
@jguaido
@homelesspreneur
@gretathunberg
@ceceilia0502
@davos
@smr_foundation
@shereenbhan
@realdonaldtrump
@mashwaniazhar

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

Description:
Description
The graph represents a network of 16,225 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 Friday, 24 January 2020 at 18:42 UTC.

The tweets in the network were tweeted over the 3-day, 23-hour, 2-minute period from Monday, 20 January 2020 at 17:52 UTC to Friday, 24 January 2020 at 16:55 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 : 16225
Unique Edges : 27197
Edges With Duplicates : 5687
Total Edges : 32884
Number of Edge Types : 5
Mentions : 4045
Retweet : 5904
Tweet : 2450
MentionsInRetweet : 19495
Replies to : 990
Self-Loops : 2521
Reciprocated Vertex Pair Ratio : 0.00361868557643103
Reciprocated Edge Ratio : 0.00721127581308956
Connected Components : 1558
Single-Vertex Connected Components : 1004
Maximum Vertices in a Connected Component : 13008
Maximum Edges in a Connected Component : 29066
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.219516
Graph Density : 0.000104306276079418
Modularity : 0.715609
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 16,225 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 Friday, 24 January 2020 at 18:42 UTC.

The tweets in the network were tweeted over the 3-day, 23-hour, 2-minute period from Monday, 20 January 2020 at 17:52 UTC to Friday, 24 January 2020 at 16:55 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:
[198] https://www.syngenta.com/innovation-agriculture/our-stories/healthy-vegetables-climate-change
[25] https://www.cmrubinworld.com/creating-a-world-without-violence/
[19] https://enoughisenough14.org/2020/01/23/nowef-zurich-smash-wef-war-starts-here/
[18] https://www.weforum.org/agenda/2020/01/this-is-how-quantum-computing-will-change-our-lives-8a0d33657f/
[15] https://www.infosecurity-magazine.com/news/wef-fears-cyberthreats-and-digital/#.XiFhsbFbsas.twitter
[14] https://revolution.global/
[10] https://www.weforum.org/agenda/2020/01/why-closing-the-cybersecurity-skills-gap-starts-from-the-top
[10] https://www.weforum.org/reports/cybercrime-prevention-principles-for-internet-service-providers
[10] https://community.nasscom.in/communities/nasscom-insights/6-most-common-mistakes-to-avoid-while-filing-patents.html
[10] https://live.adn40.mx

Top URLs in Tweet in G1:
[5] https://www.youtube.com/watch?v=wrmo_Bknx-s&feature=youtu.be

[3] https://amp.lainformacion.com/opinion/beatriz-becerra/davos-2020-que-hay-de-nuevo-viejo/6537109/#click=https://t.co/O1NWR4Qet6
[2] 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://www.swissinfo.ch/eng/politics-_venezuelan-leader-urges-swiss-crackdown-on-illegal-gold/45512498
[1] https://twitter.com/wef/status/1219915165853941761
[1] https://www.linkedin.com/slink?code=eV_V3TN
[1] https://twitter.com/garciabanchs/status/1219450609570582528

Top URLs in Tweet in G2:
[16] https://www.weforum.org/agenda/2020/01/this-is-how-quantum-computing-will-change-our-lives-8a0d33657f/
[14] https://www.infosecurity-magazine.com/news/wef-fears-cyberthreats-and-digital/#.XiFhsbFbsas.twitter
[10] https://www.weforum.org/reports/cybercrime-prevention-principles-for-internet-service-providers
[8] https://www.weforum.org/agenda/2020/01/four-key-challenges-for-cybersecurity-leaders/
[8] https://www.mygreenpod.com/articles/money-vs-davos-goals/
[8] https://www.telegraaf.nl/financieel/1857039966/rutte-en-zijn-ploeg-hotel-in-davos-uitgejaagd?utm_source=twitter&utm_medium=social&utm_campaign=seeding-dft
[7] https://medium.com/security-transformation-leadership/the-real-leadership-challenges-around-cyber-security-6d2b3498c597
[7] https://www.weforum.org/agenda/2020/01/4-reasons-passwords-are-becoming-a-thing-of-the-past/
[5] https://www.pwc.ch/wwf-report
[4] https://www.weforum.org/agenda/2020/01/9-reasons-to-be-optimistic-about-tech-in-2020/

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

[6] https://twitter.com/wef/status/1220103927938584576?s=19
[4] https://twitter.com/michaelemann/status/1219581451361898497
[3] https://www.suedostschweiz.ch/kultur-musik/2020-01-24/lenny-kravitz-musste-55-werden-um-davos-zu-erleben?fbclid=IwAR2UtZqT27KJUcrnoyJLpNAsVZHZWf1qX8pX8hNl3rxNnUNp7dXshCleVY4
[3] https://www.instagram.com/road2bern/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220172
[2] https://www.theguardian.com/global-development/2020/jan/20/worlds-22-richest-men-wealthier-than-all-the-women-in-africa-study-finds
[2] https://medium.com/foreword/a-generational-imperative-democracy-technology-a-new-social-contract-13bcbc6c64d4
[2] https://www.pscp.tv/w/cPMHzjFkdkVPUE5hYWJRWGV8MU1ueG5Fd0JFbWVKT_7CEKtdN4z7DfzWuSJMsUIxqX5I-Re5Yb9Boy5CaY7F
[2] https://www.reuters.com/article/us-davos-meeting-highlights/trumps-parting-gifts-the-piano-man-greta-meets-a-prince-davos-wednesday-highlights-idUSKBN1ZL2NF

Top URLs in Tweet in G4:
[7] https://www.weforum.org/agenda/2020/01/why-closing-the-cybersecurity-skills-gap-starts-from-the-top
[6] https://www.weflive.com/
[6] https://twitter.com/rcbregman/status/1219243181335691266
[5] https://twinybots.ch/
[4] https://www.forbes.com/sites/davidteich/2020/01/20/the-world-economic-forum-jumps-on-the-artificial-intelligence-bandwagon/#5097563c1052
[4] https://www.syngenta.com/innovation-agriculture/our-stories/healthy-vegetables-climate-change
[4] http://www.galerie10.ch
[4] https://m.facebook.com/alfi.moor
[4] https://twitter.com/alfimoor
[4] https://www.instagram.com/alfi_moor

Top URLs in Tweet in G5:
[8] http://www.forbesindia.com/article/comics/wef2020-a-little-less-conver-sation-a-little-more-action/57333/1
[4] http://www.nrttv.com/En/News.aspx?id=19215&MapID=1
[3] http://www.nrttv.com/En/News.aspx?id=19265&MapID=1
[3] http://nrttv.com/En/News.aspx?id=19251&MapID=2
[3] https://www.weforum.org/events/world-economic-forum-annual-meeting-2020/sessions/forging-a-path-towards-a-common-future
[2] http://www.nrttv.com/En/News.aspx?id=19176&MapID=3
[2] http://www.nrttv.com/En/News.aspx?id=19225&MapID=2
[2] http://www.nrttv.com/En/News.aspx?id=19254&MapID=1
[2] https://www.srf.ch/news/wirtschaft/wef-und-klimawandel-nur-wenig-deutet-auf-ein-umdenken-hin?wt_mc_o=srf.share.app.srf-app.twitter
[2] https://twitter.com/AnandWrites/status/1219729726832381954

Top URLs in Tweet in G6:
[3] https://www.globalvillagespace.com/modis-nuclear-armed-india-following-in-the-footsteps-of-hitlers-nazi-germany-pm-khan/
[2] https://twitter.com/UAHouseDavos/status/1219319112494698501
[2] https://www.cnbc.com/2020/01/21/world-economic-forum-meet-the-man-feeding-the-davos-elite.html
[1] https://www.forbes.com/sites/samanthatodd/2020/01/21/who-are-the-100-most-sustainable-companies-of-2020/#5047beba14a4
[1] https://twitter.com/die_Roemerin/status/1220634772327804929
[1] https://www.studyinternational.com/news/davos-youths-jobs-education-unicef/
[1] https://www.weforum.org/agenda/2020/01/how-can-higher-education-adapt-to-a-constantly-evolving-future-of-work/
[1] https://www.globalvillagespace.com/us-tells-thunberg-to-study-economics-in-davos-climate-spat/
[1] https://www.globalvillagespace.com/trump-relaunches-trade-battle-with-europe/
[1] https://www.globalvillagespace.com/world-economic-forum-pm-khan-featured-on-the-special-edition-of-time-magazine-on-wef/

Top URLs in Tweet in G7:
[4] https://www.arabnews.com/node/1615916/business-economy
[3] https://www.cnn.com/videos/business/2020/01/23/energy-panel-john-defterios-davos-lon-orig.cnn-business
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41575-019-0102-5
[3] https://issuu.com/icpublications4/docs/wef0120lr?mc_cid=9574d7435d&mc_eid=[UNIQID]
[3] http://mercury.postlight.com/amp?url=http://news.trust.org/item/20200121163927-5fgq1/&__twitter_impression=true
[3] https://www.reddit.com/r/Bitcoin/comments/41y018/at_the_world_economic_forum_in_davos/
[3] https://www.youtube.com/watch?v=G3I2cNhgzJ4&feature=youtu.be

[2] https://www.rts.ch/info/monde/11031525-le-sahel-et-ses-tensions-religieuses-s-invitent-au-forum-de-davos.html
[2] https://www.tagesanzeiger.ch/zuerich/region/heading-to-davos-trump-twittert-auf-flug-in-die-schweiz/story/20823894?utm_source=twitter&utm_campaign=Ed_Social_Post&utm_medium=Ed_Post_TAZurich
[2] https://www.tagesanzeiger.ch/wirtschaft/wef/donald-trump-spricht-am-wef-in-davos/story/13178086?utm_source=twitter&utm_campaign=Ed_Social_Post&utm_medium=Ed_Post_TA

Top URLs in Tweet in G9:
[4] https://www.tagesschau.de/ausland/weltwirtschaftsforum-davos-109.html
[3] https://www.faz.net/aktuell/wirtschaft/weltwirtschaftsforum/akk-habecks-reaktion-auf-trump-hat-nichts-verbessert-16596640.html
[3] https://www.faz.net/aktuell/wirtschaft/weltwirtschaftsforum/davos-deutsche-bank-chef-flieht-vor-trump-in-anderes-hotel-16589088.html?GEPC=s3
[1] http://www.tagesschau.de/multimedia/video/video-649153.html
[1] https://www.youtube.com/watch?v=BmmDI4It8W0&feature=youtu.be

[1] https://www.weforum.org/agenda/2019/11/who-benefits-from-a-trade-war/
[1] https://www.bakermckenzie.com/en/aboutus/wef
[1] https://twitter.com/BakerAraujo/status/1214940868806877184
[1] https://podcasts.apple.com/de/podcast/faz-podcast-f%C3%BCr-deutschland/id1494882653?i=1000463471687
[1] https://www.ft.com/content/0b19b2f2-3dbc-11ea-b232-000f4477fbca

Top URLs in Tweet in G10:
[1] https://www.youtube.com/watch?v=sZSY3vaMU_0&feature=youtu.be

[1] https://twitter.com/UweNess/status/1219601585552216066
[1] https://twitter.com/DirkSpaniel/status/1219540222645612544
[1] https://www.tagesspiegel.de/politik/greta-thunberg-in-davos-unser-haus-brennt-noch-immer-eure-politik-fuettert-die-flammen/25455696.html
[1] https://twitter.com/marctailer3/status/1219624188400586759
[1] https://twitter.com/zerohedge/status/1219629476117667840
[1] https://www.zeit.de/politik/2020-01/davos-angela-merkel-fridays-for-future-klimaschutz
[1] https://www.zeit.de/wirtschaft/2020-01/wef-davos-weltwirtschaftsforum-klimawandel-umweltschutz-donald-trump
[1] https://trib.al/34J2Mvi
[1] https://www.youtube.com/watch?v=luSFb5GZeTE&feature=share


Top Domains
Top Domains in Tweet in Entire Graph:
[549] twitter.com
[264] weforum.org
[200] syngenta.com
[181] youtube.com
[106] linkedin.com
[33] instagram.com
[29] weflive.com
[28] cnbc.com
[25] cmrubinworld.com
[25] co.za

Top Domains in Tweet in G1:
[5] youtube.com
[3] lainformacion.com
[2] twitter.com
[2] elindependiente.com
[1] swissinfo.ch
[1] linkedin.com

Top Domains in Tweet in G2:
[96] weforum.org
[93] twitter.com
[39] youtube.com
[20] nzz.ch
[15] co.za
[14] infosecurity-magazine.com
[12] linkedin.com
[12] telegraaf.nl
[10] scoop.it
[8] medium.com

Top Domains in Tweet in G3:
[46] twitter.com
[11] youtube.com
[6] theguardian.com
[5] weforum.org
[5] linkedin.com
[3] suedostschweiz.ch
[3] instagram.com
[3] kath.ch
[3] pscp.tv
[3] marketwatch.com

Top Domains in Tweet in G4:
[142] twitter.com
[82] weforum.org
[55] linkedin.com
[33] youtube.com
[20] weflive.com
[15] instagram.com
[15] dy.si
[12] facebook.com
[9] cnbc.com
[9] watson.ch

Top Domains in Tweet in G5:
[41] twitter.com
[22] nrttv.com
[18] weforum.org
[10] youtube.com
[8] forbesindia.com
[5] kleinezeitung.at
[5] swissinfo.ch
[3] srf.ch
[3] sueddeutsche.de
[3] theguardian.com

Top Domains in Tweet in G6:
[12] twitter.com
[6] globalvillagespace.com
[5] cnbc.com
[2] weforum.org
[2] youtube.com
[1] forbes.com
[1] studyinternational.com
[1] facebook.com
[1] gov.pk
[1] nachdenkseiten.de

Top Domains in Tweet in G7:
[25] twitter.com
[12] weforum.org
[10] tagesanzeiger.ch
[10] youtube.com
[8] arabnews.com
[7] kpmg.de
[5] nature.com
[5] rts.ch
[4] globalgiants.com
[3] cnn.com

Top Domains in Tweet in G9:
[13] twitter.com
[7] ft.com
[6] faz.net
[5] tagesschau.de
[2] youtube.com
[2] weforum.org
[2] republik.ch
[1] bakermckenzie.com
[1] apple.com
[1] rashmee.com

Top Domains in Tweet in G10:
[5] twitter.com
[3] youtube.com
[2] zeit.de
[2] devex.com
[1] tagesspiegel.de
[1] trib.al
[1] welt.de
[1] nau.ch
[1] deutschland-kurier.org
[1] nzz.ch

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[10248] wef
[3204] davos
[2613] ue
[2081] davos2020
[1205] wef2020
[1179] wef20
[432] trump
[431] worldeconomicforum
[413] climatechange
[409] imrankhanindavos



Top Hashtags in Tweet in G1:
[2607] ue
[827] wef
[815] davos2020
[20] exclusiva
[8] venezuela
[1] agendainternacionaldavos
[1] agendainternacional2020
[1] oro
[1] gold
[1] illegal

Top Hashtags in Tweet in G2:
[1350] wef
[361] davos
[262] wef20
[241] wef2020
[195] davos2020
[84] missionpaaniatdavos2020
[73] ai
[72] missionpaani
[70] trump
[69] cybersecurity

Top Hashtags in Tweet in G3:
[1085] wef
[756] davos
[184] wef20
[153] wef2020
[133] worldeconomicforum
[123] davos2020
[101] davos20
[50] climatestrike
[35] cheetosvisibilityday
[28] by2020weriseup

Top Hashtags in Tweet in G4:
[1198] wef
[375] davos
[159] davos2020
[129] wef2020
[101] wef20
[95] trump
[59] worldeconomicforum
[44] climatechange
[38] gretathunberg
[30] ai

Top Hashtags in Tweet in G5:
[540] wef
[173] davos
[72] davos2020
[71] wef2020
[70] trump
[42] wef20
[35] gretathunberg
[19] nrtnews
[18] greta
[18] habeck

Top Hashtags in Tweet in G6:
[425] wef
[397] imrankhanindavos
[374] pmik
[374] chancellor
[155] davos
[96] generationequality
[53] davos2020
[32] wef2020
[28] pmimrankhan
[27] wef20

Top Hashtags in Tweet in G7:
[337] wef
[87] worldeconomicforum
[68] davos
[64] wef2020
[45] wef20
[42] davos2020
[28] pc
[23] eyesongreed
[21] fightinequality
[18] currentaffairs

Top Hashtags in Tweet in G8:
[376] wef
[349] andhrapradesh
[27] davos2020
[1] amaravati
[1] saveamaravati
[1] saveandhrapradesh
[1] mycapitalamaravati
[1] apwithamaravati

Top Hashtags in Tweet in G9:
[339] wef
[248] wef2020
[248] davos2020
[241] deepfake
[62] davos
[11] trump
[9] weltwirtschaftsforum
[5] worldeconomicforum
[4] wef20
[4] climatechange

Top Hashtags in Tweet in G10:
[262] wef
[207] davos
[186] habeck
[180] grüne
[32] sommaruga
[27] greta
[24] trump
[18] thunberg
[18] weltwirtschaftsforum
[16] davos2020

Top Words
Top Words in Tweet in Entire Graph:
[9526] Words in Sentiment List#1: Positive
[8810] Words in Sentiment List#2: Negative
[35] Words in Sentiment List#3: Angry/Violent
[548132] Non-categorized Words
[566468] Total Words
[18167] #wef
[5893] #davos2020
[5393] presidente
[4947] #davos
[3458] davos

Top Words in Tweet in G1:
[5238] presidente
[3457] #wef
[3427] jguaido
[3419] #davos2020
[3419] #venezuela
[2623] foro
[2608] españa
[2607] pido
[2607] perdón
[2607] venezolanos

Top Words in Tweet in G2:
[2183] #wef
[978] wef
[565] davos
[545] #davos
[416] #wef20
[386] realdonaldtrump
[378] #wef2020
[353] world
[317] #davos2020
[247] potus

Top Words in Tweet in G3:
[1701] #wef
[1089] #davos
[583] climate
[509] #wef20
[404] die
[355] #wef2020
[328] crisis
[319] biggest
[299] fossil
[297] #davos2020

Top Words in Tweet in G4:
[1191] #wef
[375] #davos
[221] davos
[159] #davos2020
[159] world
[130] #wef2020
[113] economic
[104] forum
[102] #wef20
[101] die

Top Words in Tweet in G5:
[1072] #wef
[724] gretathunberg
[649] personal
[596] #davos
[373] one
[359] #climatechange
[339] #fridaysforfuture
[334] right
[334] #climateemergency
[333] thank

Top Words in Tweet in G6:
[971] #wef
[539] #davos2020
[474] #imrankhanindavos
[471] met
[416] informal
[409] khan
[403] pm
[396] invited
[380] germany
[376] meet

Top Words in Tweet in G7:
[770] #wef
[469] davos
[388] wef
[267] #wef20
[235] world
[208] #davos
[207] 2020
[207] #wef2020
[177] #davos2020
[148] #worldeconomicforum

Top Words in Tweet in G8:
[698] future
[376] #wef
[349] times
[349] changed
[349] time
[349] year
[349] 2018
[349] 2019
[349] trying
[349] build

Top Words in Tweet in G9:
[382] #wef
[292] die
[254] #wef2020
[250] #davos2020
[243] keine
[242] realtime
[241] #deepfake
[241] möglich
[240] guten
[240] aussichten

Top Words in Tweet in G10:
[362] #wef
[279] die
[252] #davos
[226] #habeck
[213] #grüne
[187] robert
[184] weg
[178] stellt
[178] systemfrage
[178] parlamentarischer

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4238] #davos2020,#wef
[2612] pido,perdón
[2612] perdón,venezolanos
[2612] venezolanos,nombre
[2612] nombre,españa
[2612] británico,alto
[2612] alto,representante
[2612] representante,#ue
[2612] foro,#davos2020
[2612] #wef,reciben

Top Word Pairs in Tweet in G1:
[3418] #davos2020,#wef
[2607] pido,perdón
[2607] perdón,venezolanos
[2607] venezolanos,nombre
[2607] nombre,españa
[2607] españa,pm
[2607] pm,británico
[2607] británico,alto
[2607] alto,representante
[2607] representante,#ue

Top Word Pairs in Tweet in G2:
[208] davos,#wef
[208] wef,davos
[203] #davos,#wef
[173] supportive,genuine
[173] genuine,gregabbott_tx
[173] gregabbott_tx,realdonaldtrump
[173] realdonaldtrump,share
[173] share,candid
[173] candid,exchange
[173] exchange,potus

Top Word Pairs in Tweet in G3:
[337] #wef,#davos
[324] climate,crisis
[224] #davos,#wef
[218] #davos2020,#wef
[215] #davos20,#davos2020
[208] #wef,#wef20
[206] #davos,#davos20
[184] #wef20,#wef2020
[157] seems,confusion
[157] confusion,over

Top Word Pairs in Tweet in G4:
[115] #wef,#davos
[96] world,economic
[92] economic,forum
[85] #davos,#wef
[52] #wef2020,#wef
[41] #wef,#davos2020
[40] davos,#wef
[37] #wef,#wef2020
[36] #davos2020,#wef
[31] #wef,davos

Top Word Pairs in Tweet in G5:
[405] #davos,#wef
[325] #fridaysforfuture,#climateemergency
[324] thank,gretathunberg
[324] gretathunberg,ignore
[324] ignore,negative
[324] negative,personal
[324] personal,attacks
[324] attacks,twitter
[324] twitter,make
[324] make,personal

Top Word Pairs in Tweet in G6:
[388] #imrankhanindavos,#davos2020
[382] #davos2020,#wef
[379] pm,khan
[374] informal,meet
[374] meet,#pmik
[374] #pmik,met
[374] met,angela
[374] angela,merkel
[374] merkel,german
[374] german,#chancellor

Top Word Pairs in Tweet in G7:
[174] #wef20,#wef
[144] wef,borgebrende
[136] #davos,#davos2020
[136] wef,#wef20
[131] #davos2020,#wef2020
[110] cultural,leaders
[77] borgebrende,world
[77] davos,manifesto
[77] manifesto,2020
[76] #wef,#worldeconomicforum

Top Word Pairs in Tweet in G8:
[349] times,changed
[349] changed,time
[349] time,year
[349] year,2018
[349] 2018,2019
[349] 2019,trying
[349] trying,build
[349] build,future
[349] future,#andhrapradesh
[349] #andhrapradesh,#wef

Top Word Pairs in Tweet in G9:
[244] #wef,#davos2020
[241] realtime,#wef2020
[241] #wef2020,#wef
[240] keine,guten
[240] guten,aussichten
[240] aussichten,die
[240] die,wahrheit
[240] wahrheit,#deepfake
[240] #deepfake,möglich
[240] möglich,mittlerweile

Top Word Pairs in Tweet in G10:
[191] #wef,#davos
[187] robert,#habeck
[178] #davos,#grüne
[178] #grüne,robert
[178] #habeck,stellt
[178] stellt,die
[178] die,systemfrage
[178] systemfrage,weg
[178] weg,parlamentarischer
[178] parlamentarischer,demokratie

Top Replied-To
Top Replied-To in Entire Graph:
@wef
@gretathunberg
@luisamneubauer
@init5_
@realdonaldtrump
@rcbregman
@hanslak
@everlovly
@axschat
@sadhgurujv

Top Replied-To in G1:
@garciabanchs

Top Replied-To in G2:
@wef
@realdonaldtrump
@sadhgurujv
@senatemajldr
@vonderleyen
@rwang0
@fullharvesttech
@whitehouse
@keigendorf
@smh

Top Replied-To in G3:
@wef
@luisamneubauer
@rcbregman
@hanslak
@volansjohn
@_dylanhamilton_
@kommunia
@cisco
@janinewegner
@ajplus

Top Replied-To in G4:

Top Replied-To in G5:
@gretathunberg
@iccwbo
@peaceofcotton
@nikolausblome
@acosta
@alex_verbeek
@pdpcsingapore
@wef
@junge_freiheit
@chickwerner

Top Replied-To in G6:
@bbcurdu
@luisamneubauer
@olafscholz
@moeednj
@klasrarauf
@raeeakram
@accenture
@mfstern
@flacqua
@wsj

Top Replied-To in G7:
@wef
@deepikapadukone
@rte
@cdcgroup
@oxfampanafrica
@davos
@ktrtrs
@adfichter
@clarencehouse
@solomonbrett

Top Replied-To in G9:
@luisamneubauer
@svenafhueppe
@bundesbank
@tagesschau
@markuspreiss
@gretathunberg
@alisffm
@stephankaps

Top Replied-To in G10:
@lofferg

Top Mentioned
Top Mentioned in Entire Graph:
@jguaido
@josepborrellf
@sanchezcastejon
@wef
@la_informacion
@gretathunberg
@realdonaldtrump
@davos
@imrankhanpti
@gregabbott_tx

Top Mentioned in G1:
@jguaido
@josepborrellf
@sanchezcastejon
@la_informacion
@carolguerreros
@beatrizbecerrab
@potus
@gretathunberg

Top Mentioned in G2:
@wef
@realdonaldtrump
@gregabbott_tx
@harpicindia
@ktrtrs
@shereenbhan
@potus
@ashaindavos
@davos
@ashajadeja325

Top Mentioned in G3:
@homelesspreneur
@wef
@rcbregman
@luisamneubauer
@gretathunberg
@oxfam
@strike_wef
@winnie_byanyima
@un
@fridayforfuture

Top Mentioned in G4:
@sightmagazine
@ippodhu
@andrebenamou
@zawya
@tezkyprachy
@eunewsroom
@architasmm

Top Mentioned in G5:
@gretathunberg
@lennixokex
@wef
@realdonaldtrump
@dpa
@stevenmnuchin1
@stanchart
@dbsbank
@nttdata_pr

Top Mentioned in G6:
@imrankhanpti
@wef
@pakpmo
@cnbc
@realdonaldtrump
@macky_sall
@ptiofficial
@ansukhera
@pid_gov
@ptvnewsofficial

Top Mentioned in G7:
@davos
@borgebrende
@deepikapadukone
@wef
@time
@schwabfound
@sharanburrow
@tlllfoundation
@imfnews
@501awani

Top Mentioned in G9:
@handelsblatt
@choffmanuni
@uniglobalunion
@wef
@faznet
@tagesschau
@financialtimes
@gretathunberg
@carstenknop
@republikmagazin

Top Mentioned in G10:
@wwf
@gretathunberg
@mfratzscher
@zeitonline
@oxfam_de
@youtube
@nzz
@wwfgovernance

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@jornalistavitor
@yuuji_k1
@sectest9
@paoloigna1
@jurylady5
@dolartoday
@federicoalves
@phildecarolis
@loupo85

Top Tweeters in G1:
@dolartoday
@federicoalves
@lucioquincioc
@aulobracho
@becaes_
@mujeresdenegro
@envenezuela1
@alicate13
@lizardogramcko
@soniasimmons18

Top Tweeters in G2:
@sectest9
@insdatainter
@mroopchand143
@cnbctv18live
@cnnnews18
@toneunga3
@indiatoday
@homegypsy
@ndtv
@dupouvoirdachat

Top Tweeters in G3:
@jurylady5
@mhall55nine
@chidambara09
@porridgeisgood
@davidbewart
@b1e56df9ce6549f
@1loriking
@packraty
@scheerenberger
@lacunalingua

Top Tweeters in G4:
@twright55
@analyticaglobal
@kavitha129
@newsx
@eenadulivenews
@rmol_id
@sharjah24
@kostian_v
@wefornews
@lkafle

Top Tweeters in G5:
@bitcoinagile
@_redfrog
@saragomezaranci
@sudeepkhatri
@traveller_makk
@markplackett1
@hekglez
@channelnewsasia
@amazingchevvolt
@kingsfanone

Top Tweeters in G6:
@hassan_k82
@crisspyguy
@m_imranwasim
@naveed1904
@bukiwilliams
@shobz
@ambitiousfree
@noahalishah
@cnbc
@jamshaid78

Top Tweeters in G7:
@yuuji_k1
@real_infinity95
@bogotasinmiedo
@npsusa
@economictimes
@alykhansatchu
@time
@catherinemginn
@patrickmarierom
@501awani

Top Tweeters in G8:
@only4yellow
@koduri526
@aknarnetdp
@anil_prongs
@thota_j
@alwayscherryfan
@kirankonnects
@shyammsdian07
@gopi_krishna99
@mee_pj_

Top Tweeters in G9:
@chrisbrey1
@milatrud11
@faz_net
@washingtonpost
@berlinsandra78
@bild
@financialtimes
@fan_burnnotice
@ap_saegge
@cyrus_mcdugan

Top Tweeters in G10:
@ludmarx1
@wwf
@mrstone0856
@kuppp005
@aotto1968_2
@dessousandmore
@nasanasal
@e_pitzky
@birgitlissowsky
@wimwientjes