SARS-NCOV, Twitter, 2/25/2022 11:35:54 AM, 272303


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SARS-NCOV_2022-02-25_02-57-28.xlsx
SARS-NCOV_2022-02-25_02-57-28.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 25, 2022
Short Description:
SARS-NCOV via NodeXL https://bit.ly/3sjemQx
@cdcgov
@extremeserf
@f250roush
@pjstweets_
@willard1951
@spursonfifa
@whykeepitup
@tongodeon
@tomwiser
@elayxk

Top hashtags:
#covid19
#misinformation
#sarscov2
#sıvılardakanseraidstehlikesi
#aşıdegilbiyolojiksilah

Description:
Description
The graph represents a network of 1,650 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 Friday, 25 February 2022 at 10:59 UTC.

The requested start date was Friday, 25 February 2022 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, 9-hour, 43-minute period from Friday, 11 February 2022 at 02:11 UTC to Thursday, 24 February 2022 at 11:54 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 : 1650
Unique Edges : 1211
Edges With Duplicates : 867
Total Edges : 2078
Number of Edge Types : 5
Retweet : 310
MentionsInRetweet : 361
Tweet : 154
Replies to : 354
Mentions : 899
Self-Loops : 180
Reciprocated Vertex Pair Ratio : 0.00343642611683849
Reciprocated Edge Ratio : 0.00684931506849315
Connected Components : 310
Single-Vertex Connected Components : 68
Maximum Vertices in a Connected Component : 141
Maximum Edges in a Connected Component : 186
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.214786
Graph Density : 0.000536597019313817
Modularity : 0.71659
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,650 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 Friday, 25 February 2022 at 10:59 UTC.

The requested start date was Friday, 25 February 2022 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, 9-hour, 43-minute period from Friday, 11 February 2022 at 02:11 UTC to Thursday, 24 February 2022 at 11:54 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:
[210] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[23] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/10989-cepr-b11529-8.html
[20] 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=
[17] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/10952-b11529-si.html
[16] https://www.pnas.org/content/118/4/e2014564118
[15] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/10900-sars-cov-2-b-1-1-530.html
[12] https://www.pasteur.fr/fr/espace-presse/documents-presse/institut-pasteur-sequence-genome-complet-du-coronavirus-sars-cov-2
[11] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html#:~:text=A%20study%20of%20an%20outbreak,70%25%20reduced%20risk
[11] https://www.who.int/publications-detail-redirect/WHO-2019-nCoV-Contact-tracing-and-quarantine-Omicron-variant-2022.1#.Yg7vGkHwnF8.twitter
[10] https://jamanetwork.com/journals/jama/fullarticle/2776536

Top URLs in Tweet in G1:
[2] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/surface-transmission.html

Top URLs in Tweet in G2:
[7] https://www.niid.go.jp/niid/ja/2019-ncov/2484-idsc/10969-covid19-72.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[4] https://www.niid.go.jp/niid/ja/2019-ncov/2488-idsc/iasr-news/10971-505p02.html
[4] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/10989-cepr-b11529-8.html
[2] https://www.ncbi.nlm.nih.gov/labs/pmc/articles/PMC7104723/
[2] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/surface-transmission.html
[2] https://www.who.int/publications-detail-redirect/WHO-2019-nCoV-Contact-tracing-and-quarantine-Omicron-variant-2022.1
[2] https://nextstrain.org/ncov/gisaid/global
[1] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/10900-sars-cov-2-b-1-1-530.html
[1] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/10952-b11529-si.html

Top URLs in Tweet in G3:
[1] https://www.idtdna.com/pages/education/decoded/article/response-to-covid-19-hinges-on-a-test-but-not-the-kind-your-doctor-performs
[1] https://nextstrain.org/groups/neherlab/ncov/21K

Top URLs in Tweet in G5:
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html

Top URLs in Tweet in G6:
[9] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html#:~:text=A%20study%20of%20an%20outbreak,70%25%20reduced%20risk
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html

Top URLs in Tweet in G7:
[19] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/10989-cepr-b11529-8.html
[8] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/10900-sars-cov-2-b-1-1-530.html
[5] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/10945-sars-cov-2-b-1-1-529-7.html
[1] https://www.niid.go.jp/niid/ja/2019-ncov/2484-idsc/10969-covid19-72.html
[1] https://www.niid.go.jp/niid/ja/2019-ncov/2484-idsc/10942-covid19-70.html

Top URLs in Tweet in G8:
[7] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/lab/multiplex.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/covidview/index.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/fully-vaccinated-people.html
[1] https://twitter.com/whykeepitup/status/1493271567324831748

Top URLs in Tweet in G9:
[10] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html#anchor_1634654801820
[2] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html#:~:text=A%20study%20of%20an%20outbreak,70%25%20reduced%20risk
[1] https://jamanetwork.com/journals/jama/fullarticle/2776536
[1] https://med.stanford.edu/news/all-news/2021/09/surgical-masks-covid-19.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html#anchor_1619457332454
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html

Top URLs in Tweet in G10:
[2] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html#:~:text=A%20study%20of%20an%20outbreak,70%25%20reduced%20risk
[1] https://www.pnas.org/content/118/4/e2014564118
[1] https://www.hopkinsmedicine.org/health/conditions-and-diseases/coronavirus/coronavirus-face-masks-what-you-need-to-know
[1] https://www.health.harvard.edu/diseases-and-conditions/preventing-the-spread-of-the-coronavirus

Top Domains
Top Domains in Tweet in Entire Graph:
[307] cdc.gov
[93] go.jp
[40] scholarsportal.info
[26] who.int
[20] twitter.com
[17] pnas.org
[16] nih.gov
[12] pasteur.fr
[10] jamanetwork.com
[8] stanford.edu

Top Domains in Tweet in G1:
[3] cdc.gov

Top Domains in Tweet in G2:
[22] go.jp
[11] cdc.gov
[8] twitter.com
[7] who.int
[4] nih.gov
[3] ne.jp
[2] publichealthontario.ca
[2] nextstrain.org
[2] gob.es
[1] instagram.com

Top Domains in Tweet in G3:
[1] idtdna.com
[1] nextstrain.org

Top Domains in Tweet in G5:
[1] cdc.gov

Top Domains in Tweet in G6:
[11] cdc.gov

Top Domains in Tweet in G7:
[34] go.jp

Top Domains in Tweet in G8:
[13] cdc.gov
[1] twitter.com

Top Domains in Tweet in G9:
[16] cdc.gov
[1] jamanetwork.com
[1] stanford.edu

Top Domains in Tweet in G10:
[2] cdc.gov
[1] pnas.org
[1] hopkinsmedicine.org
[1] harvard.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[35] covid19
[24] misinformation
[24] sarscov2
[14] sıvılardakanseraidstehlikesi
[10] aşıdegilbiyolojiksilah
[10] projektpogo
[10] epphilia
[7] coronavirus
[5] sıvılarlahivsoykırımı
[5] 統計



Top Hashtags in Tweet in G2:
[3] covid19
[2] sarscov2
[2] 新型コロナウイルス
[1] infiutili
[1] sars
[1] coronavirus
[1] lancet
[1] pubblicazioniscientifiche
[1] studi
[1] aggiornamento

Top Hashtags in Tweet in G4:
[14] sıvılardakanseraidstehlikesi
[10] aşıdegilbiyolojiksilah
[10] projektpogo
[10] epphilia
[5] sıvılarlahivsoykırımı

Top Hashtags in Tweet in G6:
[1] talkingoutyourbutt

Top Hashtags in Tweet in G8:
[2] covid19

Top Words
Top Words in Tweet in Entire Graph:
[435] sars
[374] cov
[193] 2019
[126] covid
[116] ncov
[110] 19
[109] 529系統
[108] オミクロン株
[85] masks
[84] ncov'nin

Top Words in Tweet in G1:
[3] sassygirld1
[3] vbalance03
[3] sars
[3] cov
[3] sallyjiggles
[3] andylumm
[3] mdrisette
[2] mcfunny
[2] skepticalmutant
[2] monstercoyliar

Top Words in Tweet in G2:
[77] sars
[69] cov
[35] ncov
[22] 19
[22] interesting
[22] research
[21] variant
[20] 529系統
[20] drml350phd
[19] 2019

Top Words in Tweet in G3:
[8] sars
[5] mutations
[4] daoyu15
[4] cov
[4] lab
[3] tommy_cleary
[3] foolsmultiply
[3] tony_vandongen
[3] jhas5
[3] amicocolorido

Top Words in Tweet in G4:
[106] 2019
[95] sars
[82] ncov'nin
[67] tam
[67] uzunluktaki
[67] koronavirüslerden
[67] oluşan
[67] filogenetik
[67] ağacımız
[67] cov

Top Words in Tweet in G5:
[2] gotbrexitdone1
[2] ktringle
[2] moodyoldblue
[2] francinefishpa4
[2] viewsfromleft
[2] cairngormman
[2] axolotl51
[2] creynolds1975
[2] gbnews
[2] block

Top Words in Tweet in G6:
[8] thehill
[8] senjohnthune
[3] masks
[3] work
[3] scientific
[3] support
[3] oh
[3] really
[2] nytimes
[2] foxnews

Top Words in Tweet in G7:
[52] sars
[52] cov
[52] 529系統
[52] オミクロン株
[40] 国立感染症研究所
[37] motoisuzuki
[31] 2の変異株b
[31] について
[21] 感染による新型コロナウイルス感染症の積極的疫学調査
[20] 第5報

Top Words in Tweet in G8:
[8] sars
[8] cov
[7] masks
[5] tomwiser
[4] virus
[4] reduce
[4] mask
[4] cdcgov
[4] covid
[4] test

Top Words in Tweet in G9:
[7] mehdirhasan
[5] juliahb1
[5] studies
[5] masks
[5] radiofreetom
[3] spread
[3] help
[2] wearing
[2] showing
[2] edyong209

Top Words in Tweet in G10:
[13] gt
[6] 19
[5] 21
[5] 22
[4] scottgottliebmd
[4] sars
[4] sars_ncov_2
[4] pommedapie59
[4] 20
[3] saletan

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[356] sars,cov
[108] 529系統,オミクロン株
[84] 2019,ncov'nin
[80] covid,19
[77] cov,2の変異株b
[77] 2の変異株b,529系統
[68] tam,uzunluktaki
[68] uzunluktaki,koronavirüslerden
[68] koronavirüslerden,oluşan
[68] oluşan,filogenetik

Top Word Pairs in Tweet in G1:
[3] sars,cov
[2] joecoyle101,laughlandmorgan
[2] laughlandmorgan,sallyjiggles
[2] sallyjiggles,tierrahenson
[2] tierrahenson,lizagirl63
[2] lizagirl63,moy_barry
[2] moy_barry,bebert701
[2] bebert701,bottomleyfiona
[2] bottomleyfiona,andylumm
[2] andylumm,lwsmith15

Top Word Pairs in Tweet in G2:
[65] sars,cov
[20] drml350phd,interesting
[19] 529系統,オミクロン株
[15] chadox1,ncov
[15] ncov,19
[14] 2019,ncov
[14] delta,variant
[13] 19,vaccine
[11] cov,2の変異株b
[11] 2の変異株b,529系統

Top Word Pairs in Tweet in G3:
[3] foolsmultiply,tony_vandongen
[3] tony_vandongen,daoyu15
[3] daoyu15,jhas5
[3] jhas5,amicocolorido
[3] amicocolorido,vbruttel
[3] vbruttel,institutpasteur
[3] institutpasteur,doddtra
[3] doddtra,researchsquare
[3] researchsquare,finally
[3] sars,cov

Top Word Pairs in Tweet in G4:
[82] 2019,ncov'nin
[67] tam,uzunluktaki
[67] uzunluktaki,koronavirüslerden
[67] koronavirüslerden,oluşan
[67] oluşan,filogenetik
[67] filogenetik,ağacımız
[67] ağacımız,2019
[67] ncov'nin,sars
[67] sars,cov
[67] cov,ile

Top Word Pairs in Tweet in G5:
[2] gotbrexitdone1,ktringle
[2] ktringle,moodyoldblue
[2] moodyoldblue,francinefishpa4
[2] francinefishpa4,viewsfromleft
[2] viewsfromleft,cairngormman
[2] cairngormman,axolotl51
[2] axolotl51,creynolds1975
[2] creynolds1975,gbnews

Top Word Pairs in Tweet in G6:
[5] thehill,senjohnthune
[3] senjohnthune,scientific
[3] scientific,support
[3] support,oh
[3] oh,really
[3] really,senjohnthune
[2] masks,work
[2] therealdjone3,thehill

Top Word Pairs in Tweet in G7:
[52] sars,cov
[52] 529系統,オミクロン株
[31] cov,2の変異株b
[31] 2の変異株b,529系統
[31] オミクロン株,について
[21] cov,529系統
[21] オミクロン株,感染による新型コロナウイルス感染症の積極的疫学調査
[20] 感染による新型コロナウイルス感染症の積極的疫学調査,第5報
[20] 第5報,疫学的
[20] 疫学的,臨床的特徴

Top Word Pairs in Tweet in G8:
[8] sars,cov
[3] cov,virus
[3] covid,19
[2] literally,win
[2] win,nobel
[2] nobel,prize
[2] prize,disproving
[2] disproving,germ
[2] germ,theory
[2] cov,infections

Top Word Pairs in Tweet in G9:
[3] juliahb1,mehdirhasan
[3] masks,help
[2] studies,showing
[2] showing,masks
[2] ebennett74,aappres
[2] radiofreetom,mehdirhasan

Top Word Pairs in Tweet in G10:
[5] 21,22
[5] gt,gt
[4] sars_ncov_2,19
[4] 19,20
[4] 20,21
[2] stony2point0,saletan
[2] saletan,scottgottliebmd
[2] scottgottliebmd,study
[2] study,outbreak
[2] outbreak,aboard

Top Replied-To
Top Replied-To in Entire Graph:
@_2019_ncov
@juliahb1
@vprasadmdmph
@uvexhp9rmsiuetn
@thehill
@gurleysgrl
@scottgottliebmd
@tomwiser
@mmeblacksheep
@1princefan1

Top Replied-To in G1:
@hawkinatx
@joecoyle101
@nodictatorship9
@dbootynabber

Top Replied-To in G3:
@foolsmultiply
@billybostickson

Top Replied-To in G4:
@trandyastro22

Top Replied-To in G5:
@gotbrexitdone1

Top Replied-To in G6:
@thehill
@lookingbackagi1
@kdbachmann
@amin_gp3
@tkeiffer2
@beardedpug1
@alwaysiron

Top Replied-To in G8:
@tomwiser
@nathan22810128
@mollybee58
@msjohnsonmd
@paulkay38
@king_marmot
@denise_dewald
@anthonyzenkus
@dustyparker1984
@curwoodcolin

Top Replied-To in G9:
@juliahb1
@orwellhamster
@kurtschlichter
@rioldfolkshome
@mtoffeeman
@belle4beau
@bitternilikeit
@andreec
@brian_chovanec
@radiofreetom

Top Replied-To in G10:
@scottgottliebmd
@stony2point0
@sowetanlive
@eategrity_sonia
@fatemperor
@antonioguterres
@itsjillgardner
@nstormrider

Top Mentioned
Top Mentioned in Entire Graph:
@motoisuzuki
@elayxk
@rosse35750
@maryfernando_
@drml350phd
@geniusheads00
@yoshirohayashi
@caudehenrion
@yutakashino
@mariebell321

Top Mentioned in G1:
@sassygirld1
@vbalance03
@sallyjiggles
@andylumm
@mdrisette
@mcfunny
@skepticalmutant
@monstercoyliar
@lewbloch
@doritmi

Top Mentioned in G2:
@drml350phd

Top Mentioned in G3:
@daoyu15
@tommy_cleary
@tony_vandongen
@jhas5
@amicocolorido
@vbruttel
@institutpasteur
@doddtra
@researchsquare
@foolsmultiply

Top Mentioned in G4:
@elayxk
@rosse35750
@geniusheads00
@selimeberdil
@trandyastro22
@alanyamem
@ankaramemarge
@delicemilli
@kizilirmak_mem
@orduarge

Top Mentioned in G5:
@ktringle
@moodyoldblue
@francinefishpa4
@viewsfromleft
@cairngormman
@axolotl51
@creynolds1975
@gbnews
@pjstweets_
@gotbrexitdone1

Top Mentioned in G6:
@thehill
@senjohnthune
@nytimes
@foxnews
@washingtonpost
@therealdjone3
@heystiletto
@jodiejds
@axelmosthaf
@drorthotics

Top Mentioned in G7:
@motoisuzuki
@mariebell321

Top Mentioned in G8:
@cdcgov
@tomwiser
@heck_engine
@msjohnsonmd
@aorn
@rkh_md
@lizzy_lang7
@shmoore75
@thetnholler
@govbilllee

Top Mentioned in G9:
@mehdirhasan
@radiofreetom
@edyong209
@ebennett74
@aappres
@juliahb1
@ridleydm
@mikebowler67
@nixonchesthair
@v_g_plus

Top Mentioned in G10:
@pommedapie59
@saletan
@scottgottliebmd
@itsjillgardner
@un
@prezpelosi
@stony2point0
@hyggequeen1
@sars_ncov_2
@nickpapageorge1

Top Tweeters
Top Tweeters in Entire Graph:
@ja8yum
@tokoroten510
@matiere
@espinosacrsiete
@independent
@nobby15
@lizditz
@thehill
@mtcedar1972
@reuters

Top Tweeters in G1:
@lizditz
@adevotedyogi
@doritmi
@monstercoyliar
@kath2cats
@wjack76995
@mcfunny
@jsaholmes
@chimera414
@frankdelia7

Top Tweeters in G2:
@matiere
@gooochin
@didaclopez
@isozakiai
@squopellediluna
@myrddenbuckley
@fobosmkz
@pyotr1840
@zogtt
@robincogan

Top Tweeters in G3:
@luigi_warren
@cbssacramento
@mguru2020
@cnnbrk
@bulletinatomic
@billybostickson
@daoyu15
@nbc
@housegop
@senategop

Top Tweeters in G4:
@der_celik
@tilkidurus
@hsan32377440
@eytahmetdvn6
@gulbahar_ozacar
@sevda9999kara1
@ayferyvz4
@li_var_
@ilkilk
@denizek48276998

Top Tweeters in G5:
@thestephenralph
@localnotail
@viewsfromleft
@moodyoldblue
@stuartyoung001
@cwalshuk
@michaelblowfie2
@cairngormman
@gbnews
@philmcraig

Top Tweeters in G6:
@thehill
@reuters
@cnbc
@nytimes
@foxnews
@washingtonpost
@fox29philly
@abc
@cnn
@cbsnews

Top Tweeters in G7:
@packraty
@otakutokkai
@nozakitakehide
@peko409
@supermnemonic
@osakakyoto_0825
@makoto_souji
@y2_naranja
@yanagi_ss
@sumidatomohisa

Top Tweeters in G8:
@takethatct
@heck_engine
@sickroy6
@anthonyzenkus
@thetnholler
@king_marmot
@lizzy_lang7
@denise_dewald
@amermedicalassn
@tongodeon

Top Tweeters in G9:
@kurtschlichter
@radiofreetom
@lolgop
@epidatageek
@juliahb1
@edyong209
@mehdirhasan
@belle4beau
@orr_robinson
@ridleydm

Top Tweeters in G10:
@crimemind3
@kenn_ffci
@sowetanlive
@drdairy50
@itsjillgardner
@un
@zsimayi
@fatemperor
@prezpelosi
@hyggequeen1


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