Davos, Twitter, 4/12/2020 2:36:01 AM, 224852


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Davos_2020-04-11_18-57-04.xlsx
Davos_2020-04-11_18-57-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 12, 2020
Short Description:
Davos via NodeXL https://bit.ly/39YQncR
@warroompandemic
@douggraves2187
@davos
@3days3nights
@realdonaldtrump
@mehmet_ali_onel
@t_awareness
@thesoteric
@sariarhohavren
@adjunctprofesor

Top hashtags:
#ccp
#davos
#ccpvirus
#kag2020
#graubündabidiar
#wef20

Description:
Description
The graph represents a network of 5,449 Twitter users whose tweets in the requested range contained "Davos", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 12 April 2020 at 01:58 UTC.

The requested start date was Sunday, 12 April 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 3-day, 0-hour, 24-minute period from Wednesday, 08 April 2020 at 23:34 UTC to Saturday, 11 April 2020 at 23:59 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 : 5449
Unique Edges : 6285
Edges With Duplicates : 1796
Total Edges : 8081
Number of Edge Types : 4
Tweet : 1047
MentionsInRetweet : 4649
Replies to : 690
Mentions : 1695
Self-Loops : 1047
Reciprocated Vertex Pair Ratio : 0.00962950873184266
Reciprocated Edge Ratio : 0.0190753313934691
Connected Components : 748
Single-Vertex Connected Components : 272
Maximum Vertices in a Connected Component : 3022
Maximum Edges in a Connected Component : 4758
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.616652
Graph Density : 0.000208379988083333
Modularity : 0.751498
NodeXL Version : 1.0.1.430
Data Import : The graph represents a network of 5,449 Twitter users whose tweets in the requested range contained "Davos", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 12 April 2020 at 01:58 UTC.

The requested start date was Sunday, 12 April 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 3-day, 0-hour, 24-minute period from Wednesday, 08 April 2020 at 23:34 UTC to Saturday, 11 April 2020 at 23:59 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 : Davos
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:
[19] https://www.youtube.com/watch?v=jMGeVX4fClw&app=desktop

[18] https://graphics.reuters.com/DAVOS-FORUM-LJA/0100B4XL2TW/index.html
[15] https://www.youtube.com/watch?v=jMGeVX4fClw&feature=youtu.be

[15] https://latinoguysporn.com
[11] https://mundo.sputniknews.com/economia/202004091091059533-ejecutiva-del-foro-de-davos-economia-global-puede-tardar-anos-en-recuperarse/
[9] https://graphics.reuters.com/DAVOS-FORUM-LJA/0100B4XL2TW/
[8] https://www.theguardian.com/commentisfree/2019/jan/29/bill-gates-davos-global-poverty-infographic-neoliberal
[8] https://www.cnbc.com/video/2019/01/23/bill-gates-and-the-return-on-investment-in-vaccinations-davos.html
[7] https://twitter.com/bravomilagro1/status/1221864687928782848?s=21
[7] https://www.cnbc.com/video/2020/01/22/watch-the-full-cnbc-interview-with-us-president-donald-trump-from-davos.html

Top URLs in Tweet in G1:
[18] https://www.youtube.com/watch?v=jMGeVX4fClw&app=desktop

[2] https://twitter.com/WarRoomPandemic/status/1247210972634382336?s=09
[1] https://twitter.com/i/web/status/1247210972634382336
[1] https://twitter.com/i/web/status/1247217682564419585
[1] https://twitter.com/i/web/status/1248370805542514689

Top URLs in Tweet in G2:
[6] https://www.youtube.com/watch?v=fcPlSD0uK3g&feature=youtu.be

[3] https://www.cnbc.com/video/2020/01/22/watch-the-full-cnbc-interview-with-us-president-donald-trump-from-davos.html
[2] https://twitter.com/Lindaquackenbus/status/1247211489783681024?s=20
[1] https://twitter.com/i/web/status/1249122825455251457
[1] https://twitter.com/i/web/status/1249049810373664769
[1] https://twitter.com/i/web/status/1248022710472585222
[1] https://twitter.com/i/web/status/1247193709818585089
[1] https://twitter.com/i/web/status/1247902621899210752
[1] https://twitter.com/i/web/status/1249097812475891712
[1] https://twitter.com/i/web/status/1249067567307722754

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1248231441382674432
[1] https://twitter.com/i/web/status/1248120679796543488
[1] https://twitter.com/i/web/status/1248134924319838209

Top URLs in Tweet in G4:
[7] https://twitter.com/bravomilagro1/status/1221864687928782848?s=21
[5] https://www.bloomberg.com/news/articles/2019-01-20/dimon-schwarzman-and-other-davos-a-listers-add-175-billion-in-10-years
[2] https://www.weforum.org/agenda/2017/04/how-elon-musk-learns-quicker-and-better-than-anyone-else?utm_content=buffer1399f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://ourgreaterdestiny.org/2020/02/5g-60-ghz-oxygen-absorption-you-and-coronavirus/
[2] https://isha.sadhguru.org/us/en/blog/article/sadhguru-davos-answers-media-question
[1] https://twitter.com/i/web/status/1249121973625634821
[1] https://twitter.com/i/web/status/1249055683175047168
[1] https://twitter.com/i/web/status/1249067281801334784
[1] https://twitter.com/i/web/status/1249077050758946816
[1] https://twitter.com/i/web/status/1245735393103884290

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1248599087005433857
[1] https://twitter.com/i/web/status/1249089312869793794
[1] https://twitter.com/i/web/status/1249089114554740736
[1] https://twitter.com/i/web/status/1249088625830215682
[1] https://twitter.com/i/web/status/1249088977904316420
[1] https://twitter.com/i/web/status/1248185388499456001

Top URLs in Tweet in G6:
[5] https://www.cnbc.com/video/2019/01/23/bill-gates-and-the-return-on-investment-in-vaccinations-davos.html
[3] https://rielpolitik.com/2020/04/08/rebel-yell-an-open-message-to-the-davos-crowd/
[2] https://uminstante.wordpress.com/2020/04/09/davos-e-covid-19/
[2] https://www.forbes.com/sites/kenrapoza/2020/04/07/new-data-shows-us-companies-are-definitely-leaving-china/
[2] https://www.cnbc.com/video/2019/01/23/bill-gates-and-the-return-on-investment-in-vaccinations-davos.html?__source=sharebar|twitter&par=sharebar
[2] https://inncorrect-starklings.tumblr.com/post/615012741336514560/aryastarkling-shireen-davos-i-challenge-you
[2] https://www.xrparcade.com/news/brad-garlinghouse-from-davos-ipo-a-natural-evolution-for-ripple/
[1] https://twitter.com/i/web/status/1248032040294981633
[1] https://twitter.com/i/web/status/1248037171157708801
[1] https://www.dn.se/debatt/den-dolda-makten-i-davos-maste-granskas-kritiskt/

Top URLs in Tweet in G7:
[2] https://twitter.com/danharris/status/1247910483006373891
[1] https://twitter.com/i/web/status/1248122793792647168
[1] https://twitter.com/i/web/status/1248708355490807817
[1] https://twitter.com/i/web/status/1248184585583820802
[1] https://twitter.com/i/web/status/1248357264177627143

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1248298202077560832
[1] https://twitter.com/i/web/status/1246213407373697025

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1248730976764588032
[1] https://twitter.com/i/web/status/1248723507724369920
[1] https://twitter.com/i/web/status/1248905743937540096
[1] https://twitter.com/i/web/status/1248725285866024961
[1] https://twitter.com/i/web/status/1248547753036300288

Top URLs in Tweet in G10:
[2] https://www.instagram.com/fernandoestime/
[2] https://ayibopost.com/covid-19-un-specialiste-repond-aux-questions-des-fumeurs/
[1] https://twitter.com/mrss_noh/status/1248045209583259649
[1] https://www.weforum.org/agenda/2020/03/people-with-mild-or-no-symptoms-could-be-spreading-covid-19
[1] https://twitter.com/mikaben/status/1248049610339336192
[1] https://twitter.com/EnomyGer/status/1248220313239855106
[1] https://twitter.com/sanchristobal3/status/1248229693922426881
[1] https://twitter.com/cdl_48183163/status/1248242078838067201
[1] https://twitter.com/hugs200865/status/1248313942981652483
[1] https://twitter.com/papposthaiti/status/1248604666658611200

Top Domains
Top Domains in Tweet in Entire Graph:
[1122] twitter.com
[93] youtube.com
[32] cnbc.com
[32] reuters.com
[15] latinoguysporn.com
[14] theguardian.com
[12] sputniknews.com
[10] weforum.org
[10] forbes.com
[8] google.com

Top Domains in Tweet in G1:
[18] youtube.com
[5] twitter.com

Top Domains in Tweet in G2:
[73] twitter.com
[7] youtube.com
[4] cnbc.com
[1] politico.com
[1] nytimes.com

Top Domains in Tweet in G3:
[3] twitter.com

Top Domains in Tweet in G4:
[119] twitter.com
[6] weforum.org
[6] google.com
[5] youtube.com
[5] bloomberg.com
[3] sadhguru.org
[3] cnbc.com
[2] ourgreaterdestiny.org
[1] q.gs
[1] forbes.com

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

Top Domains in Tweet in G6:
[422] twitter.com
[11] cnbc.com
[8] tumblr.com
[7] youtube.com
[6] voltairenet.org
[4] forbes.com
[4] reuters.com
[4] instagram.com
[3] wordpress.com
[3] rielpolitik.com

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

Top Domains in Tweet in G8:
[2] twitter.com

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

Top Domains in Tweet in G10:
[13] twitter.com
[4] youtube.com
[3] pappost.com
[2] instagram.com
[2] ayibopost.com
[1] weforum.org
[1] mediapart.fr
[1] lefigaro.fr
[1] youtu.be
[1] cnn.it

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[639] ccp
[343] davos
[46] ccpvirus
[45] kag2020
[35] graubündabidiar
[27] wef20
[23] warroompandemic
[19] covid19
[15] china
[15] norvartis



Top Hashtags in Tweet in G1:
[608] ccp
[9] xijinping

Top Hashtags in Tweet in G2:
[13] davos
[9] nascar
[8] superbowl
[4] coronavirus
[2] novartis
[2] wef20
[1] ccp
[1] xijinping
[1] trumpgenocide
[1] seriously

Top Hashtags in Tweet in G3:
[11] ccp

Top Hashtags in Tweet in G4:
[17] wef20
[10] china
[8] davos17
[8] wef17
[7] covid19
[4] davos
[3] coronavirus
[3] 5gmustfall
[3] climatechange
[3] science

Top Hashtags in Tweet in G5:
[273] davos

Top Hashtags in Tweet in G6:
[5] davos
[3] covidー19
[3] paris
[2] graubünden
[2] ipo
[2] corona
[2] newyorkcity
[2] london
[2] humanrights
[2] healthcareheroes

Top Hashtags in Tweet in G7:
[4] us
[4] china
[2] ccp

Top Hashtags in Tweet in G8:
[3] ccp

Top Hashtags in Tweet in G10:
[11] pappost
[4] covid19
[4] coronavirus
[4] urgent
[4] virgo
[2] lave
[2] ret
[2] kowona
[2] russie
[2] vektor

Top Words
Top Words in Tweet in Entire Graph:
[1351] Words in Sentiment List#1: Positive
[1677] Words in Sentiment List#2: Negative
[15] Words in Sentiment List#3: Angry/Violent
[98625] Non-categorized Words
[101654] Total Words
[3184] davos
[1337] kissinger
[847] red
[752] world
[725] bannon

Top Words in Tweet in G1:
[1230] kissinger
[626] warroompandemic
[626] bannon
[612] davos
[608] henry
[608] #ccp
[599] mouthpiece
[599] prop
[599] beginning
[27] steve

Top Words in Tweet in G2:
[317] davos
[255] 22nd
[249] january
[241] switzerland
[241] worries
[237] joe
[237] keenan
[233] jennyrachelpal
[216] pandemic
[209] point

Top Words in Tweet in G3:
[816] red
[546] world
[474] neutral
[473] 3days3nights
[287] davos
[272] swiss
[272] cross
[272] zurich
[272] cern
[272] gotthard

Top Words in Tweet in G4:
[209] davos
[96] wef
[38] antonioguterres
[37] globalgoalsun
[37] request
[36] globalshapers
[36] joinun75
[36] un_spokesperson
[36] unyouthenvoy
[27] world

Top Words in Tweet in G5:
[279] erdoğan'ın
[279] eski
[279] zapsu
[279] bir
[273] mehmet_ali_onel
[273] danışmanı
[273] cuneyt
[273] #davos
[273] konuşmalarını
[273] aktardı

Top Words in Tweet in G6:
[488] davos
[294] covid
[288] 19
[286] global
[278] sistema
[277] comércio
[277] suprimentos
[184] em
[179] deteriora
[179] leia

Top Words in Tweet in G7:
[374] china
[197] davos
[192] sorry
[192] man
[192] led
[188] globalization
[188] going
[185] data
[185] shows
[185] companies

Top Words in Tweet in G8:
[168] avril
[168] haines
[168] former
[168] deputy
[168] director
[168] obama's
[168] cia
[168] aka
[168] intelligence
[168] queen

Top Words in Tweet in G9:
[120] mthulincube
[117] daddyhope
[117] lying
[116] january
[66] liars
[66] shame
[66] listen
[66] healthcare
[66] system
[66] zimbabwe

Top Words in Tweet in G10:
[23] nou
[21] davos
[18] 2020
[17] cüneyd
[17] zapsu
[15] bilinmezkihic
[14] pou
[14] ki
[13] ertanozyigit
[11] #pappost

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[650] kissinger,davos
[644] henry,kissinger
[627] bannon,henry
[627] kissinger,mouthpiece
[627] mouthpiece,prop
[627] prop,#ccp
[627] #ccp,beginning
[627] beginning,kissinger
[626] warroompandemic,bannon
[309] covid,19

Top Word Pairs in Tweet in G1:
[611] kissinger,davos
[608] henry,kissinger
[599] bannon,henry
[599] kissinger,mouthpiece
[599] mouthpiece,prop
[599] prop,#ccp
[599] #ccp,beginning
[599] beginning,kissinger
[598] warroompandemic,bannon
[27] steve,bannon

Top Word Pairs in Tweet in G2:
[240] davos,switzerland
[237] 22nd,joe
[237] joe,keenan
[237] keenan,worries
[235] switzerland,january
[235] january,22nd
[212] worries,pandemic
[209] pandemic,point
[157] newtgingrich,davos
[156] jennyrachelpal,newtgingrich

Top Word Pairs in Tweet in G3:
[272] red,red
[272] red,swiss
[272] swiss,red
[272] red,cross
[272] cross,zurich
[272] zurich,davos
[272] davos,cern
[272] cern,gotthard
[272] gotthard,base
[272] base,tunnel

Top Word Pairs in Tweet in G4:
[53] davos,wef
[36] antonioguterres,globalshapers
[36] globalshapers,joinun75
[36] joinun75,globalgoalsun
[36] globalgoalsun,davos
[36] wef,un_spokesperson
[36] un_spokesperson,unyouthenvoy
[36] unyouthenvoy,request
[11] davos,crisisgroup
[9] wef,davos

Top Word Pairs in Tweet in G5:
[279] erdoğan'ın,eski
[273] eski,danışmanı
[273] danışmanı,cuneyt
[273] cuneyt,zapsu
[273] zapsu,#davos
[273] #davos,konuşmalarını
[273] konuşmalarını,aktardı
[273] aktardı,insanlığı
[273] insanlığı,küçük
[273] küçük,bir

Top Word Pairs in Tweet in G6:
[288] covid,19
[286] davos,covid
[278] sistema,global
[277] global,comércio
[179] 19,sistema
[179] comércio,suprimentos
[179] suprimentos,deteriora
[179] deteriora,leia
[179] leia,em
[179] em,notas

Top Word Pairs in Tweet in G7:
[192] sorry,davos
[192] davos,man
[192] man,china
[192] china,led
[188] led,globalization
[187] globalization,going
[185] data,shows
[185] companies,definitely
[185] definitely,leaving
[184] sariarhohavren,data

Top Word Pairs in Tweet in G8:
[168] avril,haines
[168] haines,former
[168] former,deputy
[168] deputy,director
[168] director,obama's
[168] obama's,cia
[168] cia,aka
[168] aka,intelligence
[168] intelligence,queen
[168] queen,made

Top Word Pairs in Tweet in G9:
[117] mthulincube,lying
[66] liars,shame
[66] shame,listen
[66] listen,mthulincube
[66] lying,healthcare
[66] healthcare,system
[66] system,zimbabwe
[66] zimbabwe,19
[65] daddyhope,liars
[65] 19,january

Top Word Pairs in Tweet in G10:
[17] cüneyd,zapsu
[13] ertanozyigit,2020
[13] 2020,davos
[13] davos,cüneyd
[12] bilinmezkihic,ertanozyigit
[4] never,give
[4] port,prince
[4] kurtoglukagan,davos
[4] davos,2020
[4] 2020,cüneyd

Top Replied-To
Top Replied-To in Entire Graph:
@antonioguterres
@realdonaldtrump
@davos_seaworth
@davos
@repmattgaetz
@bordenave_davos
@wef
@davos_31
@_ytrio_
@davidmalpasswbg

Top Replied-To in G1:
@charliekirk11
@warroompandemic

Top Replied-To in G2:
@realdonaldtrump
@repmattgaetz
@real_defender
@lindseygrahamsc
@redwinggrips
@newtgingrich
@davidro19158533
@realtrumpforce
@ingrahamangle
@alfonslopeztena

Top Replied-To in G3:
@lovebling6
@tesca1
@3days3nights

Top Replied-To in G4:
@antonioguterres
@davos
@wef
@davidmalpasswbg
@btschartslayer
@rinmor
@patriciajaniot
@gop
@quixoticgoals
@northmantrader

Top Replied-To in G5:
@mehmet_ali_onel

Top Replied-To in G9:
@daddyhope
@mjairosi

Top Replied-To in G10:
@bordenave_davos
@abdullahciftcib
@roodcharlotin
@bernaldompierre
@josephwilsonsy
@kurtoglukagan
@ertanozyigit
@arifetamer
@rterdogan
@trthaber

Top Mentioned
Top Mentioned in Entire Graph:
@warroompandemic
@3days3nights
@mehmet_ali_onel
@jennyrachelpal
@sariarhohavren
@adjunctprofesor
@davos
@newtgingrich
@realdonaldtrump
@mthulincube

Top Mentioned in G1:
@warroompandemic
@alx
@inthematrixxx
@gustinicchi
@justint23439205

Top Mentioned in G2:
@jennyrachelpal
@newtgingrich
@realdonaldtrump
@nytimes
@washingtonpost
@paulareidcbs
@cdcgov
@repmattgaetz
@lincolnfresno
@stephenglahn

Top Mentioned in G3:
@3days3nights
@warroompandemic
@lovebling6
@etznabg
@scottym48920079

Top Mentioned in G4:
@davos
@wef
@un
@globalgoalsun
@globalshapers
@joinun75
@un_spokesperson
@unyouthenvoy
@who
@theeconomist

Top Mentioned in G5:
@mehmet_ali_onel
@yeneraltinsoy
@ouzhankaraboa4

Top Mentioned in G6:

Top Mentioned in G7:
@sariarhohavren
@boycotthegemony
@pjmooney
@warroompandemic
@realdonaldtrump
@giulioterzi

Top Mentioned in G8:
@adjunctprofesor
@sursdik
@3days3nights
@warroompandemic

Top Mentioned in G9:
@mthulincube
@daddyhope
@jamesrobinson00

Top Mentioned in G10:
@bilinmezkihic
@ertanozyigit
@papposthaiti
@msppofficiel
@kurtoglukagan
@thesecret
@rastafarim
@aboutvirgos
@cnn
@fernandoestime

Top Tweeters
Top Tweeters in Entire Graph:
@laredrevela
@jim_peoples_
@lindaleeking
@tommybrain
@theagood
@monicasloves
@durobelinda
@amaia_haikazti
@56perumal
@independent

Top Tweeters in G1:
@twitkcg
@5b20be6386164f8
@jhjulian1956
@ericsteelelive
@eversfam
@mtrushmore2016
@gkilti
@raphaellan
@madeinusalionz
@hmmngbrd508

Top Tweeters in G2:
@monicasloves
@sheiladecker19
@business
@nytimes
@angelakrebs444
@washingtonpost
@carriesweet2017
@miamidecor
@_reaalamerican_
@parrypierce

Top Tweeters in G3:
@mkues65
@joej2020usa
@reneecarrollaz
@lovecovfefe2020
@shoutgracegrace
@justmepammy
@klsouth
@tammywalt61
@eyegloarts
@janiek13

Top Tweeters in G4:
@independent
@ligayaloyola
@menabster
@thehill
@guardian
@huffpost
@timesofindia
@foxnews
@skynews
@thuglifesocial

Top Tweeters in G5:
@yzehrak
@ayhanaydinli
@dunyavegercek
@1ayyildiz_1
@harmanci_1071
@srdaydin
@iso3232
@tamer1461
@mehmet_ayy
@zadalet_com

Top Tweeters in G6:
@tommybrain
@ary_antipt
@startupnws
@carhire121
@ambeautifulshow
@cmdorsey
@perfildehugo
@elsoldmargarita
@oveenqeej
@2012financiero

Top Tweeters in G7:
@viriyabot
@joetrader6
@costellodaniel1
@tri26
@wonterghemvan
@davidfeng
@dangarrett97
@rendroko
@globalsugarwar
@pilgrims_tl

Top Tweeters in G8:
@saveusrepublic2
@carolynyadayada
@vfl2013
@jennifer_0780
@pinkk9lover
@cq2101
@adjunctprofesor
@pilarmel13
@rockonohio
@0ldmanstonezone

Top Tweeters in G9:
@zimleague
@unityfreedom
@williamzambezi
@pablo_di_don
@ngungunyana
@panashe468
@zimbird
@cazawaty
@denvern3
@kunaka_hove

Top Tweeters in G10:
@haberturk
@cnn
@trthaber
@halktvcomtr
@tele1comtr
@mediapart
@forecasterenten
@atvcomtr
@edwyplenel
@krtkulturtv


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