SARS-NCOV, Twitter, 9/16/2020 1:26:38 PM, 235266


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SARS-NCOV_2020-09-16_02-09-21.xlsx
SARS-NCOV_2020-09-16_02-09-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 16, 2020
Short Description:
SARS-NCOV via NodeXL https://bit.ly/3muge43
@nextstrain
@taoofthedow
@angela_bower
@donna_in_heaven
@gisaid
@joursansfin
@lci
@marieaaow
@ale_battini
@flutrackers

Top hashtags:
#covid19
#sarscov2
#opendata
#coronavirus
#sars
#breaking
#newsreport
#covid_19
#covidー19

Description:
Description
The graph represents a network of 815 Twitter users whose tweets in the requested range contained "SARS-NCOV", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 16 September 2020 at 09:12 UTC.

The requested start date was Wednesday, 16 September 2020 at 00:01 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, 21-hour, 6-minute period from Wednesday, 02 September 2020 at 00:56 UTC to Tuesday, 15 September 2020 at 22:03 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 : 815
Unique Edges : 625
Edges With Duplicates : 886
Total Edges : 1511
Number of Edge Types : 5
Retweet : 279
MentionsInRetweet : 497
Replies to : 120
Tweet : 152
Mentions : 463
Self-Loops : 176
Reciprocated Vertex Pair Ratio : 0.0100334448160535
Reciprocated Edge Ratio : 0.0198675496688742
Connected Components : 203
Single-Vertex Connected Components : 69
Maximum Vertices in a Connected Component : 111
Maximum Edges in a Connected Component : 329
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.561345
Graph Density : 0.00136567130432161
Modularity : 0.597641
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 815 Twitter users whose tweets in the requested range contained "SARS-NCOV", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 16 September 2020 at 09:12 UTC.

The requested start date was Wednesday, 16 September 2020 at 00:01 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, 21-hour, 6-minute period from Wednesday, 02 September 2020 at 00:56 UTC to Tuesday, 15 September 2020 at 22:03 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-NCOV
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:
[80] https://nextstrain.org/ncov
[23] https://journals.scholarsportal.info/search?q=((COVID-19)+OR+(2019-nCoV)+OR+(SARS-CoV-2))&search_in=anywhere&date_from=&date_to=&sort=relevance&sub=
[13] http://natrom.hatenablog.com/entry/2020/06/15/113000
[8] https://www.lci.fr/sante/en-direct-coronavirus-pandemie-de-covid-19-edouard-balladur-teste-positif-au-virus-sars-ncov-mais-pas-en-danger-selon-ses-proches-2161513.html?utm_medium=Social&utm_source=Twitter#Echobox=1600169063
[7] https://www.lci.fr/sante/en-direct-coronavirus-pandemie-de-covid-19-le-cap-des-900000-morts-dus-au-virus-sars-ncov-franchi-dans-le-monde-2161513.html?utm_medium=Social&utm_source=Twitter#Echobox=1599716930
[6] https://www.lci.fr/sante/en-direct-covid-19-81-ecoles-et-etablissements-sur-61-000-sont-fermes-selon-jean-michel-blanquer-ministre-education-nationale-sur-lci-2161513.html
[5] https://flutrackers.com/forum/forum/-2019-ncov-new-coronavirus/united-states-2019-ncov/887355-confirmed-cases-of-sars-cov-2-in-animals-in-the-united-states#post890818
[5] https://nextstrain.org/ncov/global
[5] https://www.cdc.gov/coronavirus/2019-ncov/downloads/global-covid-19/SARS-CoV-2-Transmission-Metrics.pdf
[4] https://www.cdc.gov/coronavirus/2019-ncov/lab/grows-virus-cell-culture.html

Top URLs in Tweet in G1:
[72] https://nextstrain.org/ncov
[2] https://nextstrain.org/ncov/africa
[1] https://nextstrain.org/ncov/south-america
[1] https://nextstrain.org/ncov/asia
[1] https://flutrackers.com/forum/forum/-2019-ncov-new-coronavirus/united-states-2019-ncov/887355-confirmed-cases-of-sars-cov-2-in-animals-in-the-united-states#post890818

Top URLs in Tweet in G2:
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931604-4%2Ffulltext&rc=0
[2] https://www.cdc.gov/coronavirus/2019-ncov/lab/multiplex.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/lab/pooling-procedures.html
[2] https://www.lci.fr/sante/en-direct-covid-19-81-ecoles-et-etablissements-sur-61-000-sont-fermes-selon-jean-michel-blanquer-ministre-education-nationale-sur-lci-2161513.html
[2] https://plaza.rakuten.co.jp/condor33/diary/202009070001/?scid=we_blg_tw01
[2] https://www.urgenciasyemergen.com/coronavirus-mascarillas-y-evidencia-cientifica/
[2] https://virologyj.biomedcentral.com/track/pdf/10.1186/s12985-020-01401-2
[1] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/covidview/
[1] https://nextstrain.org/ncov/global
[1] https://www.cdc.gov/coronavirus/2019-ncov/community/colleges-universities/ihe-testing.html

Top URLs in Tweet in G3:
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/cloth-face-cover-guidance.html
[1] https://www.niaid.nih.gov/news-events/novel-coronavirus-sarscov2-images
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/disinfecting-your-home.html
[1] https://www.epa.gov/pesticide-registration/list-n-disinfectants-use-against-sars-cov-2-covid-19
[1] https://www.rki.de/DE/Content/InfAZ/N/Neuartiges_Coronavirus/nCoV.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/symptoms-testing/symptoms.html

Top URLs in Tweet in G6:
[1] https://www.protocols.io/view/ncov-2019-sequencing-protocol-v3-locost-bh42j8ye

Top URLs in Tweet in G7:
[6] https://nextstrain.org/ncov
[4] https://flutrackers.com/forum/forum/-2019-ncov-new-coronavirus/united-states-2019-ncov/887355-confirmed-cases-of-sars-cov-2-in-animals-in-the-united-states#post890818
[3] https://flutrackers.com/forum/forum/-2019-ncov-new-coronavirus/united-states-2019-ncov/887355-confirmed-cases-of-sars-cov-2-in-animals-in-the-united-states#post892537
[2] https://flutrackers.com/forum/forum/-2019-ncov-new-coronavirus/-2019-ncov-studies-research-academia/epidemiology/890984-biorxiv-jumping-back-and-forth-anthropozoonotic-and-zoonotic-transmission-of-sars-cov-2-on-mink-farms
[1] https://flutrackers.com/forum/forum/-2019-ncov-new-coronavirus/-2019-ncov-studies-research-academia/epidemiology/890974-jama-intern-med-community-outbreak-investigation-of-sars-cov-2-transmission-among-bus-riders-in-eastern-china
[1] https://flutrackers.com/forum/forum/-2019-ncov-new-coronavirus/netherlands-covid-19/854302-netherlands-coronavirus-diagnosed-at-mink-farms-total-to-50-farms-more-than-a-million-animals-culled/page3#post891403

Top URLs in Tweet in G8:
[13] http://natrom.hatenablog.com/entry/2020/06/15/113000
[1] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2484-idsc/9849-covid19-19-2.html

Top URLs in Tweet in G9:
[5] https://www.cdc.gov/coronavirus/2019-ncov/downloads/global-covid-19/SARS-CoV-2-Transmission-Metrics.pdf
[1] https://twitter.com/interleukin111/status/1299307555991166976
[1] https://twitter.com/interleukin111/status/1301729874810339328

Top URLs in Tweet in G10:
[8] https://www.lci.fr/sante/en-direct-coronavirus-pandemie-de-covid-19-edouard-balladur-teste-positif-au-virus-sars-ncov-mais-pas-en-danger-selon-ses-proches-2161513.html?utm_medium=Social&utm_source=Twitter#Echobox=1600169063
[4] https://www.lci.fr/sante/en-direct-coronavirus-pandemie-de-covid-19-le-cap-des-900000-morts-dus-au-virus-sars-ncov-franchi-dans-le-monde-2161513.html?utm_medium=Social&utm_source=Twitter#Echobox=1599716930
[3] https://bit.ly/34Y7bSk
[1] https://nextstrain.org/ncov

Top Domains
Top Domains in Tweet in Entire Graph:
[92] nextstrain.org
[54] cdc.gov
[46] scholarsportal.info
[21] lci.fr
[17] twitter.com
[13] hatenablog.com
[12] gob.es
[12] flutrackers.com
[10] nih.gov
[4] naukas.com

Top Domains in Tweet in G1:
[76] nextstrain.org
[1] flutrackers.com

Top Domains in Tweet in G2:
[18] cdc.gov
[8] twitter.com
[4] elsevierhealth.com
[3] nih.gov
[3] co.jp
[2] lci.fr
[2] landtag.de
[2] google.com
[2] urgenciasyemergen.com
[2] gob.es

Top Domains in Tweet in G3:
[3] cdc.gov
[1] nih.gov
[1] epa.gov
[1] rki.de

Top Domains in Tweet in G6:
[1] protocols.io

Top Domains in Tweet in G7:
[11] flutrackers.com
[6] nextstrain.org

Top Domains in Tweet in G8:
[13] hatenablog.com
[1] go.jp

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

Top Domains in Tweet in G10:
[12] lci.fr
[3] bit.ly
[1] nextstrain.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[141] covid19
[107] sarscov2
[80] opendata
[16] coronavirus
[8] sars
[8] breaking
[8] newsreport
[7] covid_19
[6] covidー19
[6] corona



Top Hashtags in Tweet in G1:
[71] opendata
[71] covid19
[71] sarscov2

Top Hashtags in Tweet in G2:
[13] covid19
[5] coronavirus
[4] sarscov2
[3] covid19papers
[2] covidー19
[2] r_blog
[2] meinung
[2] biotech
[2] sars_cov_2
[2] covid_19

Top Hashtags in Tweet in G3:
[3] pradham
[3] hiv
[3] gp120
[1] natural
[1] virus
[1] nih
[1] frederick
[1] pseudovirus
[1] sars_cov2
[1] covid19

Top Hashtags in Tweet in G5:
[1] newyorkprotests
[1] michiganprotest

Top Hashtags in Tweet in G7:
[6] opendata
[6] covid19
[6] sarscov2
[4] coronavirus
[2] covid_19
[1] corona
[1] sars_cov_2

Top Hashtags in Tweet in G10:
[8] covid19
[3] psg
[1] opendata
[1] sarscov2

Top Words
Top Words in Tweet in Entire Graph:
[354] sars
[259] cov
[202] ncov
[187] covid
[150] 19
[141] #covid19
[107] #sarscov2
[97] 2019
[86] thanks
[81] gisaid

Top Words in Tweet in G1:
[78] thanks
[74] gisaid
[71] #opendata
[71] sharing
[71] we've
[71] #covid19
[71] #sarscov2
[67] nextstrain
[52] updated
[42] sequences

Top Words in Tweet in G2:
[79] sars
[58] cov
[48] ncov
[43] covid
[39] 19
[22] 2019
[18] coronavirus
[17] virus
[14] न
[13] 2020

Top Words in Tweet in G3:
[8] travellightp1
[7] mcfunny
[7] sars
[6] ephesians6__12
[6] ale_battini
[6] carlsmythe
[5] ianfmusgrave
[5] cov
[5] 2019
[5] ncov

Top Words in Tweet in G4:
[5] 2019
[3] kstateturk
[3] flitesurgn
[3] andrewlazarus4
[3] frankdelia7
[3] geoffschuler
[3] tsudhonimh
[3] doritmi
[3] crabb_vicki
[3] emartinez78987

Top Words in Tweet in G5:
[16] cov
[15] hcov
[13] sars
[12] 30
[12] laboratorium
[10] coronavirus
[9] ruim
[9] stammen
[9] bestaan
[9] zeven

Top Words in Tweet in G6:
[25] published
[25] version
[25] networkartic
[25] sars
[25] cov
[25] sequencing
[25] protocol
[25] nanopore
[25] codename
[24] scalene

Top Words in Tweet in G7:
[13] transmission
[12] flutrackers
[9] sars
[9] cov
[8] biorxiv
[8] jumping
[8] back
[8] forth
[8] anthropozoonotic
[8] zoonotic

Top Words in Tweet in G8:
[13] fxi9ttsrgrl5hnx
[13] sars
[13] ncov
[13] 2は分離も培養もされています
[13] 他生物で実験しても意味がありません
[13] 検査と病理的
[13] 疫学的な観察をすれば十分である上に得られるものがないからです
[12] sunasaji
[12] 大橋
[3] ダイヤモンドプリンセス号環境検査に関する報告

Top Words in Tweet in G9:
[18] 9月2日
[14] interleukin111
[13] co
[12] 国内
[12] 検査陽性率の推移
[12] 5
[12] 陽性率5
[12] 未満を2週間維持
[12] 感染がコントロールされていることを示唆するひとつの指標です
[9] 4

Top Words in Tweet in G10:
[12] lci
[12] direct
[8] covid
[8] 19
[8] édouard
[8] balladur
[8] testé
[8] positif
[8] mais
[8] danger

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[224] sars,cov
[119] covid,19
[101] #covid19,#sarscov2
[78] thanks,#opendata
[78] #opendata,sharing
[78] sharing,gisaid
[78] gisaid,we've
[73] 2019,ncov
[72] nextstrain,thanks
[65] sars,ncov

Top Word Pairs in Tweet in G1:
[71] thanks,#opendata
[71] #opendata,sharing
[71] sharing,gisaid
[71] gisaid,we've
[71] #covid19,#sarscov2
[65] nextstrain,thanks
[52] we've,updated
[36] #sarscov2,sequences
[35] #sarscov2,seqs
[19] we've,added

Top Word Pairs in Tweet in G2:
[51] sars,cov
[34] covid,19
[15] 2019,ncov
[12] sars,ncov
[6] ncov,sars
[6] sars,cov2
[6] न,प
[5] confidence,covid
[5] 19,fades
[5] fades,between

Top Word Pairs in Tweet in G3:
[6] ephesians6__12,ale_battini
[6] ale_battini,carlsmythe
[5] sars,cov
[5] 2019,ncov
[5] gorfram,ephesians6__12
[5] carlsmythe,travellightp1
[5] travellightp1,haircutspock
[5] haircutspock,mcfunny
[5] mcfunny,kikofit
[3] gardeniagal4,stopvaxxedlies

Top Word Pairs in Tweet in G4:
[3] flitesurgn,andrewlazarus4
[3] andrewlazarus4,frankdelia7
[3] frankdelia7,geoffschuler
[3] crabb_vicki,emartinez78987
[3] emartinez78987,wendyorent
[3] wendyorent,twitjunkie0124
[3] twitjunkie0124,jaikanta22
[3] provaxtexan,handmadekathy
[3] handmadekathy,mcfunny
[3] smcmenemin,swedishchf

Top Word Pairs in Tweet in G5:
[11] sars,cov
[9] ruim,30
[9] 30,laboratorium
[9] stammen,coronavirus
[9] coronavirus,bestaan
[9] bestaan,zeven
[9] zeven,varianten
[8] varianten,die
[8] die,mens
[6] laboratorium,geïsoleerde

Top Word Pairs in Tweet in G6:
[25] published,version
[25] version,networkartic
[25] networkartic,sars
[25] sars,cov
[25] cov,sequencing
[25] sequencing,protocol
[25] protocol,nanopore
[25] nanopore,codename
[24] scalene,published
[18] codename,œlocostâ

Top Word Pairs in Tweet in G7:
[9] sars,cov
[8] biorxiv,jumping
[8] jumping,back
[8] back,forth
[8] forth,anthropozoonotic
[8] anthropozoonotic,zoonotic
[8] zoonotic,transmission
[6] marieaaow,flutrackers
[6] flutrackers,need
[6] need,wait

Top Word Pairs in Tweet in G8:
[13] fxi9ttsrgrl5hnx,sars
[13] sars,ncov
[13] ncov,2は分離も培養もされています
[13] 2は分離も培養もされています,他生物で実験しても意味がありません
[13] 他生物で実験しても意味がありません,検査と病理的
[13] 検査と病理的,疫学的な観察をすれば十分である上に得られるものがないからです
[12] sunasaji,fxi9ttsrgrl5hnx
[12] 疫学的な観察をすれば十分である上に得られるものがないからです,大橋
[3] ダイヤモンドプリンセス号環境検査に関する報告,covid
[3] covid,19患者周囲の環境は

Top Word Pairs in Tweet in G9:
[12] 国内,検査陽性率の推移
[12] 5,陽性率5
[12] 陽性率5,未満を2週間維持
[12] 未満を2週間維持,感染がコントロールされていることを示唆するひとつの指標です
[12] 感染がコントロールされていることを示唆するひとつの指標です,co
[10] interleukin111,国内
[9] 検査陽性率の推移,9月2日
[9] 9月2日,9月2日
[9] 9月2日,4
[9] 4,2

Top Word Pairs in Tweet in G10:
[10] lci,direct
[8] direct,covid
[8] covid,19
[8] 19,édouard
[8] édouard,balladur
[8] balladur,testé
[8] testé,positif
[8] positif,mais
[8] mais,danger
[8] danger,selon

Top Replied-To
Top Replied-To in Entire Graph:
@inden_l
@realdonaldtrump
@kstateturk
@jhackycc
@papillionwoman
@pteeta
@numeroteca
@gingerales_
@gisaid
@rbf81

Top Replied-To in G1:
@gisaid

Top Replied-To in G3:
@kathmarval
@ianfmusgrave
@gorfram
@previouslygo372
@hupperichwerner
@travellightp1

Top Replied-To in G4:
@kstateturk
@taoofthedow

Top Replied-To in G5:
@minpres
@defensie
@fvdemocratie
@wbc241
@usarmy
@wolf_wim

Top Replied-To in G7:
@marieaaow

Top Replied-To in G8:
@fxi9ttsrgrl5hnx

Top Replied-To in G9:
@ak89681619

Top Mentioned
Top Mentioned in Entire Graph:
@gisaid
@nextstrain
@networkartic
@nanopore
@scalene
@interleukin111
@flutrackers
@lci
@sunasaji
@fxi9ttsrgrl5hnx

Top Mentioned in G1:
@gisaid
@nextstrain
@nvrlucdireland
@covidgenomicsuk
@ibv_csic
@dgsvirginia
@krisp_news
@rjlessells
@tuliodna
@eduanwilkinson

Top Mentioned in G2:
@therealjamesbo7
@alisonblunt
@sdicht
@arudebaran60y
@jpcdelorme
@covid19kau
@berastane
@medical_news_j

Top Mentioned in G3:
@mcfunny
@travellightp1
@ephesians6__12
@ale_battini
@carlsmythe
@haircutspock
@kikofit
@ianfmusgrave
@covidmillion
@gorfram

Top Mentioned in G4:
@flitesurgn
@andrewlazarus4
@frankdelia7
@geoffschuler
@tsudhonimh
@doritmi
@crabb_vicki
@emartinez78987
@wendyorent
@twitjunkie0124

Top Mentioned in G5:
@dayarvsvau
@minpres
@usarmy
@thierrybaudet
@wbc241
@defensie
@rolandbouman
@flaviopasquino
@long_duolin
@marionkoopmans

Top Mentioned in G6:
@networkartic
@nanopore
@scalene

Top Mentioned in G7:
@flutrackers
@gertvanderhoek
@nextstrain
@gisaid
@marieaaow

Top Mentioned in G8:
@sunasaji
@fxi9ttsrgrl5hnx
@calico_kater

Top Mentioned in G9:
@interleukin111
@ak89681619

Top Mentioned in G10:
@lci
@nextstrain
@gisaid

Top Tweeters
Top Tweeters in Entire Graph:
@simanekomama
@pairsonnalitesu
@loupo85
@lopezgovlaw
@matiere
@thehill
@kuins
@eddarrell
@takawata19
@viriyabot

Top Tweeters in G1:
@viralvideovlogs
@anonomouse1981
@iridescentashes
@antifadisabled
@yulii_smirnoff
@fortivus
@agonisti
@cseethru
@occupymars2025
@kassim2468

Top Tweeters in G2:
@pairsonnalitesu
@matiere
@arudebaran60y
@medical_news_j
@hmaegerle
@psycho_doll__
@bonchan1
@johndalton6011
@rogowskibubba
@keisisqrl

Top Tweeters in G3:
@eddarrell
@_mamadeb
@beckyjohnson222
@monstercoyliar
@haveaconcern
@frankdelia7
@mcfunny
@carlsmythe
@geoffschuler
@katlarue7

Top Tweeters in G4:
@doritmi
@tarrimarkel
@bamajeans24
@wendyorent
@charitable_fury
@andrewlazarus4
@tinfoilawards
@itisjustmebabe
@lynnfynn3
@jptlowy

Top Tweeters in G5:
@nos
@rolandbouman
@patricksavalle
@usarmy
@wolf_wim
@dayarvsvau
@op1npo
@vanranstmarc
@thierrybaudet
@hugodejonge

Top Tweeters in G6:
@ritchasaxena
@nanopore
@useqmiseq
@druvus
@cataverde
@k_g_andersen
@psy_fer_
@igoodfel
@kcorazo
@meyer_ann

Top Tweeters in G7:
@sharon_lynch
@benhaygood
@crof
@flutrackers
@me_sheer_
@carnivalfanatic
@viruswatch2021
@marieaaow
@tigress58774042
@gertvanderhoek

Top Tweeters in G8:
@nempmx
@gigir
@nevergiveup138
@aula531
@fxi9ttsrgrl5hnx
@sunasaji
@riri73112432
@calico_kater
@mimiumano
@reo2068

Top Tweeters in G9:
@takawata19
@yossy89
@poppoab
@standardtherap
@hanaoka1016
@riashuha
@garpmountain
@southfourisland
@adultspotdiffer
@interleukin111

Top Tweeters in G10:
@anydel
@mpassy_jr
@jardifruit
@debarenton
@lci
@mselon3
@lcipolitique
@joursansfin
@plume93692008
@romyzucchet