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SARS-COV_2021-03-06_03-44-25.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
March 06, 2021
Short Description:
SARS-COV via NodeXL https://bit.ly/2MQSKZI
@daggi21246802
@ale_battini
@daoyu15
@koichi_kawakami
@saltaovladimir
@duckel5
@cholega
@amicocolorido
@drhalat
@pauschgr

Top hashtags:
#yomevacunoenlapública
#covid19
#batcages
#breaking
#mitosdelavacunacovid19
#ccp

Description:
Description
The graph represents a network of 3,810 Twitter users whose tweets in the requested range contained "SARS-COV", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 06 March 2021 at 11:49 UTC.

The requested start date was Saturday, 06 March 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 12-hour, 18-minute period from Saturday, 20 February 2021 at 01:19 UTC to Friday, 05 March 2021 at 13:38 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 : 3810
Unique Edges : 2307
Edges With Duplicates : 3937
Total Edges : 6244
Number of Edge Types : 5
Replies to : 690
MentionsInRetweet : 2207
Mentions : 1121
Retweet : 1665
Tweet : 561
Self-Loops : 599
Reciprocated Vertex Pair Ratio : 0.0125136017410229
Reciprocated Edge Ratio : 0.0247178936055884
Connected Components : 744
Single-Vertex Connected Components : 232
Maximum Vertices in a Connected Component : 569
Maximum Edges in a Connected Component : 1277
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.200029
Graph Density : 0.000256472272811527
Modularity : 0.607579
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 3,810 Twitter users whose tweets in the requested range contained "SARS-COV", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 06 March 2021 at 11:49 UTC.

The requested start date was Saturday, 06 March 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 12-hour, 18-minute period from Saturday, 20 February 2021 at 01:19 UTC to Friday, 05 March 2021 at 13:38 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 : SARS-COV
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:
[273] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7689309/
[116] https://rumble.com/vdhqe7-jos-antonio-campoy-covid-sars-cov-2-mascarillas-pcr-vacunas.html?mref=5sbb7&mc=dxrp1
[25] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2900425-6%2Ffulltext&rc=0
[9] http://www.rapidtests.be/index_advantages.html
[8] https://insight.jci.org/articles/view/123158
[8] https://osp.od.nih.gov/wp-content/uploads/2013/06/Gain_of_Function_Deliberative_Process_Written_Public_Comments.pdf
[7] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41564-020-00789-5
[7] https://medicosporlaverdad.net/el-virus-sars-cov-2-es-un-quimera-artificial-y-no-circula-en-la-poblacion/
[6] https://www.linkedin.com/feed/update/urn:li:activity:6651409751223652352/?updateEntityUrn=urn%3Ali%3Afs_feedUpdate%3A%28V2%2Curn%3Ali%3Aactivity%3A6651409751223652352%29
[6] https://docs.google.com/forms/d/e/1FAIpQLSeU-UxpOoUTIGPS3375YYmblgCHmulesQEenDbRJ4W4A2wiuw/viewform?usp=send_form

Top URLs in Tweet in G1:
[273] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7689309/
[1] https://academic.oup.com/humrep/advance-article/doi/10.1093/humrep/deab026/6125160
[1] https://twitter.com/koichi_kawakami/status/1366290792600412162

Top URLs in Tweet in G3:
[9] https://rumble.com/vdhqe7-jos-antonio-campoy-covid-sars-cov-2-mascarillas-pcr-vacunas.html?mref=5sbb7&mc=dxrp1
[4] https://www.fluoridefreepeel.ca/fois-reveal-that-health-science-institutions-around-the-world-have-no-record-of-sars-cov-2-isolation-purification/
[3] https://medicosporlaverdad.net/el-virus-sars-cov-2-es-un-quimera-artificial-y-no-circula-en-la-poblacion/
[3] https://pubmed.ncbi.nlm.nih.gov/16115318/
[2] http://www.futuredanger.com#LABS-LOSE-CONTROL-of-PATHOGENS
[2] https://pubmed.ncbi.nlm.nih.gov/32172672/
[2] https://seekingalpha.com/news/3667564-fluidigm-wins-emergency-use-nod-for-advanta-sars-cov-test?source=feed_f&utm_campaign=twitter_automated&utm_content=news&utm_medium=social&utm_source=twitter_automated
[2] https://adoracionyliberacion.com/2021/03/02/terremoto-cientifico-derek-knauss-concluye-que-no-he-sido-capaz-de-encontrar-pruebas-de-covid-19-en-mas-de-1500-muestras-de-supuestos-pacientes-positivos/
[2] https://www.iatronet.gr/eidiseis-nea/epistimi-zwi/news/61136/o-emvoliasmos-kata-toy-sars-cov-2-einai-komvikis-simasias-gia-toys-revmatopatheis.html
[2] https://www.iatronet.gr/eidiseis-nea/epistimi-zwi/news/61102/sars-cov-2-i-vrazilianiki-metallaxi-eftase-stin-m-vretania.html

Top URLs in Tweet in G4:
[5] https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0035421
[5] https://insight.jci.org/articles/view/123158
[4] https://mobile.twitter.com/Daoyu15/status/1362459465174278147
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5708621/
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3209347/
[2] https://www.biorxiv.org/content/10.1101/2021.02.02.429458v1
[2] https://greatgameindia.com/secret-bat-cages-wuhan-lab/
[1] https://archive.is/D3db3
[1] https://www.pnas.org/content/117/15/8218
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs40121-020-00300-x

Top URLs in Tweet in G5:
[25] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2900425-6%2Ffulltext&rc=0
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanmic%2Farticle%2FPIIS2666-5247%2821%2900027-6%2Ffulltext&rc=0
[1] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(21)00425-6/fulltextThe
[1] https://academic.oup.com/jid/article/197/6/812/919467
[1] https://twitter.com/thelonevirologi/status/1363960604197875712
[1] https://pubmed.ncbi.nlm.nih.gov/22536382/
[1] https://www.bmvi.de/SharedDocs/DE/Publikationen/G/die-befoerderung-gefaehrlicher-gueter.pdf?__blob=publicationFile
[1] https://www.cdc.gov/sars/lab/images.html
[1] https://phil.cdc.gov//PHIL_Images/23313/23313_lores.jpg
[1] https://www.cdc.gov/media/subtopic/images.htm

Top URLs in Tweet in G6:
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-017-07766-9
[1] https://onenewsnow.com/perspectives/bryan-fischer/2020/04/27/fauci-knew-about-hcq-in-2005-nobody-needed-to-die
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DBACqqgRpktA%26feature%3Dyoutu.be&q=EgS4SO-bGPGF8_kFIhkA8aeDSx7Hd1WkoT44ULqRgBi2IgZuNRZGMgFy
[1] https://www.reuters.com/article/uk-factcheck-chloroquine-sars-covid-19-idUSKCN2512A7

Top URLs in Tweet in G7:
[1] https://www.yenicaggazetesi.com.tr/mobi/3-doz-tartismasi-virusu-ureten-de-ayni-asiyi-ureten-de-58309yy.htm

Top URLs in Tweet in G8:
[69] https://rumble.com/vdhqe7-jos-antonio-campoy-covid-sars-cov-2-mascarillas-pcr-vacunas.html?mref=5sbb7&mc=dxrp1

Top URLs in Tweet in G9:
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4797993/
[1] https://f.hubspotusercontent10.net/hubfs/8079569/The%20FauciCOVID-19%20Dossier.pdf
[1] https://www.flickr.com/photos/niaid/albums/72157712914621487
[1] https://en.wikipedia.org/wiki/Ground-glass_opacity

Top URLs in Tweet in G10:
[6] https://rumble.com/vdhqe7-jos-antonio-campoy-covid-sars-cov-2-mascarillas-pcr-vacunas.html?mref=5sbb7&mc=dxrp1
[1] https://rumble.com/vdhqe7-jos-antonio-campoy-covid-sars-cov-2-mascarillas-pcr-vacunas.html

Top Domains
Top Domains in Tweet in Entire Graph:
[341] nih.gov
[119] rumble.com
[90] sporadestv.com
[74] twitter.com
[28] elsevierhealth.com
[23] nature.com
[11] maghreb-post.de
[11] google.com
[10] eltelemedicina.com
[9] rapidtests.be

Top Domains in Tweet in G1:
[273] nih.gov
[1] oup.com
[1] twitter.com

Top Domains in Tweet in G3:
[90] sporadestv.com
[28] twitter.com
[16] nih.gov
[11] rumble.com
[8] hyp.is
[7] eidisis24.gr
[6] medrxiv.org
[4] google.com
[4] medicosporlaverdad.net
[4] fluoridefreepeel.ca

Top Domains in Tweet in G4:
[12] nih.gov
[6] plos.org
[6] twitter.com
[5] jci.org
[3] archive.is
[3] biorxiv.org
[3] nature.com
[2] asm.org
[2] greatgameindia.com
[1] pnas.org

Top Domains in Tweet in G5:
[26] elsevierhealth.com
[5] cdc.gov
[1] thelancet.com
[1] oup.com
[1] twitter.com
[1] nih.gov
[1] bmvi.de

Top Domains in Tweet in G6:
[1] nature.com
[1] onenewsnow.com
[1] google.com
[1] reuters.com

Top Domains in Tweet in G7:
[1] com.tr

Top Domains in Tweet in G8:
[69] rumble.com

Top Domains in Tweet in G9:
[1] nih.gov
[1] hubspotusercontent10.net
[1] flickr.com
[1] wikipedia.org

Top Domains in Tweet in G10:
[7] rumble.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[35] yomevacunoenlapública
[32] covid19
[32] batcages
[25] breaking
[23] mitosdelavacunacovid19
[19] ccp
[16] coronavirus
[13] sarscov2
[12] ùƒùˆø±ùˆù†ø§
[9] mir2021



Top Hashtags in Tweet in G3:
[13] covid19
[5] coronavirus
[3] vaccine
[3] 2019ncov
[2] mitosdelavacunacovid19
[2] verdaddelavacunacovid
[2] medical
[2] groupzirigoza
[2] pesquisador
[2] virtual

Top Hashtags in Tweet in G4:
[32] batcages
[25] breaking
[4] sarscov2
[2] covid19

Top Hashtags in Tweet in G5:
[1] sarscov2
[1] covid19
[1] sars_cov_2

Top Hashtags in Tweet in G6:
[10] ccp

Top Words
Top Words in Tweet in Entire Graph:
[3445] sars
[3110] cov
[1370] æ
[1327] ç
[845] ãƒ
[770] î
[519] ϋ
[515] ÿæÿ
[505] problema
[360] virus

Top Words in Tweet in G1:
[1359] æ
[1319] ç
[843] sars
[807] ãƒ
[588] cov
[510] ÿæÿ
[510] ϋ
[272] koichi_kawakami
[257] ÿã
[256] ύ

Top Words in Tweet in G2:
[502] problema
[251] unos
[251] meses
[251] sars
[251] cov
[251] dejarã
[251] mundo
[251] trasladarse
[251] muchas
[251] cosas

Top Words in Tweet in G3:
[713] î
[429] sars
[413] cov
[71] ø
[65] αναλυτικοί
[65] πίνακες
[61] νέες
[61] μολύνσεις
[47] virus
[44] îºî

Top Words in Tweet in G4:
[184] sars
[179] cov
[47] virus
[36] experiments
[35] wuhan
[34] lab
[34] patent
[32] controversial
[32] chinese
[32] granted

Top Words in Tweet in G5:
[74] sars
[70] cov
[63] pcr
[62] test
[62] die
[48] lancet
[48] unserer
[48] sicht
[47] aktuelle
[43] geeignete

Top Words in Tweet in G6:
[65] cov
[60] sars
[30] peterhotez
[22] kevin_mckernan
[20] naomirwolf
[19] brianosheaspi
[17] take
[17] heat
[17] rabid
[17] followers

Top Words in Tweet in G7:
[77] etmek
[76] covid
[76] 19
[76] insan
[76] sars
[76] mutasyonu
[76] ise
[76] iki
[76] neden
[76] kabul

Top Words in Tweet in G8:
[71] campoy
[69] entrevista
[69] reciente
[69] hecha
[69] enero
[69] 2021
[69] contratado
[69] detective
[67] osiers59
[57] recorre

Top Words in Tweet in G9:
[36] sars
[30] cov
[16] virus
[10] hommel_b
[10] covid
[9] 19
[8] interestingly
[8] three
[8] individuals
[8] reported

Top Words in Tweet in G10:
[66] sars
[66] cov
[25] secuencia
[25] habría
[25] generado
[25] partiendo
[25] fragmentos
[25] pequeños
[25] arn
[25] provenientes

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2965] sars,cov
[534] î,î
[520] ãƒ,ãƒ
[397] cov,sars
[298] æ,æ
[272] koichi_kawakami,sars
[261] sars,sars
[258] æ,ÿæÿ
[257] ÿæÿ,ç
[257] ç,ãƒ

Top Word Pairs in Tweet in G1:
[570] sars,cov
[510] ãƒ,ãƒ
[297] æ,æ
[273] cov,sars
[272] koichi_kawakami,sars
[256] œç,ç
[256] ç,ç
[255] sars,sars
[255] cov,2ã
[255] 2ã,œç

Top Word Pairs in Tweet in G2:
[251] unos,meses
[251] meses,sars
[251] sars,cov
[251] cov,dejarã
[251] dejarã,problema
[251] problema,mundo
[251] mundo,trasladarse
[251] trasladarse,muchas
[251] muchas,cosas
[251] cosas,sã

Top Word Pairs in Tweet in G3:
[495] î,î
[397] sars,cov
[65] αναλυτικοί,πίνακες
[61] νέες,μολύνσεις
[61] μολύνσεις,sars
[61] cov,αναλυτικοί
[44] î,îºî
[37] î,îµï
[37] îµï,î
[35] îºî,î

Top Word Pairs in Tweet in G4:
[167] sars,cov
[32] controversial,chinese
[32] chinese,wuhan
[32] wuhan,lab
[32] lab,granted
[32] granted,patent
[32] patent,#batcages
[32] #batcages,conduct
[32] conduct,secret
[32] secret,virus

Top Word Pairs in Tweet in G5:
[70] sars,cov
[62] pcr,test
[48] lancet,unserer
[48] unserer,sicht
[47] sicht,aktuelle
[47] aktuelle,pcr
[43] test,geeignete
[40] geeignete,goldstandard
[31] fã,die
[26] die,bewertung

Top Word Pairs in Tweet in G6:
[58] sars,cov
[19] brianosheaspi,naomirwolf
[17] kevin_mckernan,brianosheaspi
[17] take,heat
[17] heat,peterhotez
[17] peterhotez,rabid
[17] rabid,followers
[17] followers,report
[10] naomirwolf,take
[10] report,scientists

Top Word Pairs in Tweet in G7:
[76] covid,19
[76] 19,insan
[76] mutasyonu,ise
[76] ise,iki
[76] kabul,etmek
[76] etmek,istemiyoruz
[75] arslanbulut9,covid
[74] insan,yapımı
[74] yapımı,sars
[74] sars,cov

Top Word Pairs in Tweet in G8:
[69] reciente,campoy
[69] campoy,hecha
[69] hecha,enero
[69] enero,2021
[69] 2021,contratado
[69] contratado,detective
[67] osiers59,entrevista
[59] entrevista,reciente
[57] detective,recorre
[10] entrevista,mã

Top Word Pairs in Tweet in G9:
[27] sars,cov
[9] covid,19
[8] interestingly,three
[8] three,individuals
[8] individuals,reported
[8] reported,having
[8] having,prior
[8] prior,covid
[7] 19,infection
[7] infection,significant

Top Word Pairs in Tweet in G10:
[66] sars,cov
[25] secuencia,sars
[25] cov,habría
[25] habría,generado
[25] generado,partiendo
[25] partiendo,fragmentos
[25] fragmentos,pequeños
[25] pequeños,arn
[25] arn,provenientes
[25] provenientes,anterior

Top Replied-To
Top Replied-To in Entire Graph:
@gadboit
@sandraweeden
@karl_lauterbach
@rossana38510044
@czilcho
@erictopol
@billybostickson
@angoffinet
@abennett2511
@flmirones

Top Replied-To in G4:
@gadboit
@rossana38510044
@czilcho
@billybostickson
@angoffinet
@flmirones
@ydeigin
@george_of_fl
@pathogenetics
@fapsid

Top Replied-To in G5:
@karl_lauterbach
@erictopol
@sg97919885
@holgerhamburgo
@incytometry
@datenklempner
@coronaausschuss
@phockertz
@wendzio2
@ghostlion27

Top Replied-To in G6:
@who
@kevin_mckernan
@abirballan
@factphily
@brianosheaspi
@drtedros
@mmpadellan
@potus
@ssbawa
@peterhotez

Top Replied-To in G9:
@bastiannamuh
@marcvegt
@travellightp1
@dixon5000
@petelincoln48
@chrismasseyfois
@hippie_heathen1
@blckbxnews
@patricksavalle
@leo1965knokke

Top Mentioned
Top Mentioned in Entire Graph:
@koichi_kawakami
@cholega
@arslanbulut9
@osiers59
@uwemon
@steve_tiger1
@stephanekm
@sanitariosnece
@stopdesmostoles
@greatgameindia

Top Mentioned in G1:
@koichi_kawakami
@uwemon

Top Mentioned in G2:
@cholega

Top Mentioned in G3:
@cognitiomundis
@caudalgrupo
@menafnarabic
@schoerthals
@thomasconnors
@paolorm2012
@dinamarca_silva

Top Mentioned in G4:
@greatgameindia
@parsifaler
@amicocolorido
@billybostickson
@bidolinicola
@daoyu15
@ayjchan
@alexandrajalva4
@oespinar1
@harvard2h

Top Mentioned in G5:
@daggi21246802
@c_drosten
@phockertz
@karl_lauterbach
@coronaausschuss
@nzzas
@drzoehyde
@goddeketal
@lancetmicrobe
@stacey_rudin

Top Mentioned in G6:
@peterhotez
@kevin_mckernan
@naomirwolf
@brianosheaspi
@smackenziekerr
@jb1steve
@whatwouldido1
@carlsmythe
@farinances
@matthancook

Top Mentioned in G7:
@arslanbulut9

Top Mentioned in G8:
@osiers59

Top Mentioned in G9:
@hommel_b
@djortsj
@patricksavalle
@marionkoopmans
@borgerpieter
@blckbxnews
@braidedmanga
@chrismasseyfois
@diederikjekel
@mcjansen

Top Mentioned in G10:
@papayaykware
@buenoesaprender
@mantra97880795

Top Tweeters
Top Tweeters in Entire Graph:
@kompascom
@myfavoritescene
@tem_fsedwxwac
@altamirana2
@cleosagas1
@inabster
@thereal_rebel
@sosorasora3
@citrus_kyoto
@chrisbrey1

Top Tweeters in G1:
@myfavoritescene
@tem_fsedwxwac
@sosorasora3
@citrus_kyoto
@hiruandon89
@yochan87
@vostokintheair
@packraty
@bb45_colorado
@yunishio

Top Tweeters in G2:
@davidpbprz10
@aldotomis
@imapax
@vedazs16
@royriojas
@jess49504626
@fernandomerino
@jorgejhms
@tyrion4
@gatorandiano

Top Tweeters in G3:
@marketcurrents
@newsfilterio
@pidybi
@paolorm2012
@diogenischarala
@suriyasubraman
@qzv00507
@bettinagalo
@sporadestv
@menafnarabic

Top Tweeters in G4:
@economictimes
@alykhansatchu
@roseg
@nba
@luigi_warren
@msnbc
@elle_eff247
@aegisbridge
@nathannadeson
@schneiderleonid

Top Tweeters in G5:
@chrisbrey1
@welt
@mairn_pap
@jaketapper
@derspiegel
@piotrrszymanski
@xenosstinkriti
@gwarsbane
@mihulkas
@drhalat

Top Tweeters in G6:
@porridgeisgood
@threader_app
@lorishemek
@gnobreakthrough
@chantler_jaki
@the_ouroboros__
@naomirwolf
@mmpadellan
@arusakow
@cindyb1333

Top Tweeters in G7:
@colakrengin
@ismailcengiz
@ovandire
@asiyim_1907
@feri_kizi
@erdogduz
@masmavipespembe
@kurmayciyavuz
@hasancelik9277
@aliturkmenn61

Top Tweeters in G8:
@altamirana2
@juandeitalia
@merlufer
@bilduman90
@1967loboiberico
@gcocchioni
@frenumi
@maribervin
@poehlerprensa
@behahun

Top Tweeters in G9:
@thereal_truther
@celticfanzone
@deleugenregeert
@patricksavalle
@atomskssanakan
@leo1965knokke
@mustapha_muh
@drdompimenta
@franspietersma
@cjsnowdon

Top Tweeters in G10:
@barandaand
@robindelespacio
@mmariangonzalez
@juanaca1965
@agg7
@0laseria
@puraverdadmcy
@papayaykware
@tri33s
@fauquetandreu


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