SARS-NCOV, Twitter, 4/19/2021 2:24:59 AM, 253067


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SARS-NCOV_2021-04-18_03-01-22.xlsx
SARS-NCOV_2021-04-18_03-01-22.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 19, 2021
Short Description:
SARS-NCOV via NodeXL https://bit.ly/3tuQ5oB
@cdcgov
@fukukittykobe
@takainou_0907
@ygjumi
@influenzer3
@briancolder
@don_milton
@aparanjape
@nextstrain
@bb45_colorado

Top hashtags:
#covid19
#sarscov2
#opendata
#preprint
#sars
#asap
#sars_cov_2
#coronavirus
#cryoem

Description:
Description
The graph represents a network of 2,512 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 Sunday, 18 April 2021 at 10:03 UTC.

The requested start date was Sunday, 18 April 2021 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 12-day, 12-hour, 37-minute period from Sunday, 04 April 2021 at 00:49 UTC to Friday, 16 April 2021 at 13:27 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 : 2512
Unique Edges : 1410
Edges With Duplicates : 3166
Total Edges : 4576
Number of Edge Types : 5
Retweet : 1172
MentionsInRetweet : 1485
Tweet : 386
Replies to : 297
Mentions : 1236
Self-Loops : 405
Reciprocated Vertex Pair Ratio : 0.00594732370433305
Reciprocated Edge Ratio : 0.0118243243243243
Connected Components : 501
Single-Vertex Connected Components : 204
Maximum Vertices in a Connected Component : 623
Maximum Edges in a Connected Component : 1338
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.4318
Graph Density : 0.00037541822351082
Modularity : 0.538604
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,512 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 Sunday, 18 April 2021 at 10:03 UTC.

The requested start date was Sunday, 18 April 2021 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 12-day, 12-hour, 37-minute period from Sunday, 04 April 2021 at 00:49 UTC to Friday, 16 April 2021 at 13:27 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:
[221] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/surface-transmission.html
[74] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/scientific-brief-sars-cov-2.html
[63] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[61] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/10280-covid19-41.html
[49] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html?CDC_AA_refVal=https%3A%2F%2Fwww.cdc.gov%2Fcoronavirus%2F2019-ncov%2Fmore%2Fmasking-science-sars-cov2.html
[46] https://nextstrain.org/ncov
[43] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2488-idsc/iasr-news/10188-493p02.html
[31] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/fully-vaccinated-people.html
[26] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/variant-surveillance/variant-info.html?ACSTrackingID=DM54416
[22] 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=

Top URLs in Tweet in G1:
[25] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/variant-surveillance/variant-info.html?ACSTrackingID=DM54416
[9] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/surface-transmission.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/variant-proportions.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/covidview/index.html
[2] 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/scientific-brief-sars-cov-2.html
[1] https://espanol.cdc.gov/coronavirus/2019-ncov/transmission/variant.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/lab/resources/reporting-sequencing-guidance.html
[1] https://twitter.com/MuinJKhoury/status/1378704801568067584
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/surface-transmission.html?utm_content=buffer74da9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G2:
[78] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/surface-transmission.html
[15] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/10280-covid19-41.html
[9] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2484-idsc/10280-covid19-41.html
[8] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2900628-0%2Ffulltext%3Fdgcid%3Draven_jbs_etoc_email&rc=0
[6] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2488-idsc/iasr-news/10188-493p02.html
[5] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/10220-covid19-36.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/fully-vaccinated-people.html
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2900628-0%2Ffulltext&rc=0
[4] https://www.researchsquare.com/article/rs-404769/v1
[3] https://pubmed.ncbi.nlm.nih.gov/33798499/

Top URLs in Tweet in G3:
[2] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/surface-transmission.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/scientific-brief-sars-cov-2.html?CDC_AA_refVal=https%3A%2F%2Fwww.cdc.gov%2Fcoronavirus%2F2019-ncov%2Fmore%2Fscientific-brief-sars-cov-2.html

Top URLs in Tweet in G4:
[32] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/surface-transmission.html
[3] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/10280-covid19-41.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/scientific-brief-sars-cov-2.html
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2900872-2%2Ffulltext&rc=0
[1] https://medical.jiji.com/news/41664
[1] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/10220-covid19-36.html
[1] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2484-idsc/10280-covid19-41.html

Top URLs in Tweet in G5:
[46] https://nextstrain.org/ncov
[9] https://cov-lineages.org/
[3] https://nextstrain.org/ncov/africa
[2] https://nextstrain.org/ncov/south-america
[2] https://nextstrain.org/ncov/oceania
[2] https://nextstrain.org/sars-cov-2/
[1] https://nextstrain.org/ncov/asia
[1] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/10280-covid19-41.html
[1] https://virological.org/t/genomic-characterisation-of-an-emergent-sars-cov-2-lineage-in-manaus-preliminary-findings/586
[1] https://nextstrain.org/ncov/south-america?branchLabel=none&f_country=Brazil&l=clock&m=div&r=division

Top URLs in Tweet in G6:
[1] https://medicalxpress.com/news/2020-05-madagascar-green-gold-covid-africa.html
[1] https://www.bridgemi.com/michigan-health-watch/246-infected-3-dead-covid-19-michigan-despite-being-vaccinated

Top URLs in Tweet in G7:
[6] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/surface-transmission.html

Top URLs in Tweet in G8:
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/disinfecting-your-home.html

Top URLs in Tweet in G9:
[2] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html

Top URLs in Tweet in G10:
[4] https://www.researchsquare.com/article/rs-404769/v1
[2] https://www.nejm.org/doi/full/10.1056/NEJMoa2104840?query=featured_home&cookieSet=1
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/surface-transmission.html

Top Domains
Top Domains in Tweet in Entire Graph:
[574] cdc.gov
[137] go.jp
[63] nextstrain.org
[44] scholarsportal.info
[27] elsevierhealth.com
[26] nih.gov
[19] twitter.com
[15] nature.com
[14] publichealthontario.ca
[13] gob.es

Top Domains in Tweet in G1:
[50] cdc.gov
[1] twitter.com
[1] elsevierhealth.com

Top Domains in Tweet in G2:
[108] cdc.gov
[41] go.jp
[14] nih.gov
[12] elsevierhealth.com
[8] gob.es
[7] twitter.com
[4] linkedin.com
[4] researchsquare.com
[3] ne.jp
[2] medrxiv.org

Top Domains in Tweet in G3:
[3] cdc.gov

Top Domains in Tweet in G4:
[33] cdc.gov
[5] go.jp
[1] elsevierhealth.com
[1] jiji.com

Top Domains in Tweet in G5:
[58] nextstrain.org
[9] cov-lineages.org
[2] virological.org
[1] go.jp

Top Domains in Tweet in G6:
[1] medicalxpress.com
[1] bridgemi.com

Top Domains in Tweet in G7:
[6] cdc.gov

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

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

Top Domains in Tweet in G10:
[4] researchsquare.com
[2] nejm.org
[1] cdc.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[279] covid19
[75] sarscov2
[46] opendata
[26] preprint
[25] sars
[20] asap
[16] sars_cov_2
[10] coronavirus
[8] cryoem
[7] covidー19



Top Hashtags in Tweet in G1:
[169] covid19
[5] precisionpublichealth
[1] fap_icscc
[1] sars_cov_2

Top Hashtags in Tweet in G2:
[10] covid19
[6] rtalb
[5] coronavirus
[3] covidー19
[3] vacunascovid19
[2] 変異株
[2] schnelltest
[2] verfolgung
[2] testergebnis
[2] coronatest

Top Hashtags in Tweet in G3:
[1] covidisairborne

Top Hashtags in Tweet in G4:
[1] 新型コロナウイルス対策

Top Hashtags in Tweet in G5:
[47] covid19
[46] opendata
[46] sarscov2
[1] pathwest

Top Hashtags in Tweet in G7:
[2] svpol
[2] corona
[1] coronasverige
[1] covid19
[1] covidisairborne
[1] covid19sverige

Top Hashtags in Tweet in G10:
[26] preprint
[2] covid19
[2] chadox1
[1] sars_cov_2

Top Words
Top Words in Tweet in Entire Graph:
[1370] sars
[1356] cov
[493] cdc
[400] transmission
[322] surface
[279] #covid19
[274] fomite
[255] 19
[248] brief
[247] science

Top Words in Tweet in G1:
[219] sars
[219] cov
[219] cdcgov
[180] variants
[174] more
[173] increase
[173] cases
[173] driven
[173] contagious
[169] current

Top Words in Tweet in G2:
[223] sars
[222] cov
[88] transmission
[76] cdc
[74] surface
[70] ncov
[65] fomite
[62] community
[59] 19
[56] indoor

Top Words in Tweet in G3:
[160] d'infection
[158] cote_science
[99] sars
[99] cov
[97] fomites
[97] 10
[97] 000
[96] cdc
[96] risque
[96] par

Top Words in Tweet in G4:
[80] cov
[69] sars
[48] science
[48] brief
[48] surface
[48] fomite
[32] transmission
[31] indoor
[31] community
[31] environments

Top Words in Tweet in G5:
[55] thanks
[49] gisaid
[48] nextstrain
[47] #covid19
[46] #opendata
[46] sharing
[46] updated
[46] #sarscov2
[39] sequences
[33] we've

Top Words in Tweet in G6:
[12] chris_f_carson
[12] monstercoyliar
[12] burgerlab12
[12] nycweatherrepor
[12] double_o_sebun
[12] carlsmythe
[11] agtcnews
[11] numbers_truth
[11] kstateturk
[11] ghoppe

Top Words in Tweet in G7:
[67] sars
[67] cov
[63] transmission
[62] fomite
[46] surface
[45] cdc
[45] science
[45] brief
[42] munskydd
[42] är

Top Words in Tweet in G8:
[58] jest
[57] powietrze
[57] główną
[57] droga
[57] rozprzestrzeniania
[57] się
[57] wirusa
[57] sars
[57] cov
[57] jednak

Top Words in Tweet in G9:
[2] musclebalancing
[2] bassistold
[2] alawnguy
[2] jetson77
[2] synyster63
[2] ethanolfree90
[2] topleveltroll3
[2] sun58valencia
[2] fishngritz21
[2] gigibuddapdx

Top Words in Tweet in G10:
[56] anti
[34] sars
[34] cov
[28] spike
[28] protein
[27] update
[27] nejm
[26] follow
[26] previous
[26] #preprint

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1250] sars,cov
[237] science,brief
[234] fomite,transmission
[227] brief,sars
[217] cov,surface
[201] surface,fomite
[193] cov,variants
[186] 10,000
[177] driven,more
[177] more,contagious

Top Word Pairs in Tweet in G1:
[219] sars,cov
[178] cov,variants
[173] driven,more
[173] more,contagious
[173] contagious,sars
[169] current,increase
[169] increase,#covid19
[169] #covid19,cases
[169] cases,driven
[168] cdcgov,current

Top Word Pairs in Tweet in G2:
[207] sars,cov
[62] fomite,transmission
[55] cov,surface
[55] surface,fomite
[55] transmission,indoor
[55] indoor,community
[55] community,environments
[52] science,brief
[50] brief,sars
[44] environments,cdc

Top Word Pairs in Tweet in G3:
[99] sars,cov
[97] 10,000
[96] cdc,risque
[96] risque,d'infection
[96] d'infection,par
[96] par,sars
[96] cov,fomites
[96] fomites,faible
[96] faible,généralement
[96] généralement,inférieur

Top Word Pairs in Tweet in G4:
[69] sars,cov
[48] science,brief
[48] brief,sars
[48] cov,surface
[48] surface,fomite
[31] fomite,transmission
[31] transmission,indoor
[31] indoor,community
[31] community,environments
[28] influenzer3,science

Top Word Pairs in Tweet in G5:
[46] thanks,#opendata
[46] #opendata,sharing
[46] sharing,gisaid
[46] #covid19,#sarscov2
[37] nextstrain,thanks
[33] gisaid,we've
[33] we've,updated
[33] #sarscov2,sequences
[13] gisaid,updated
[13] #sarscov2,seqs

Top Word Pairs in Tweet in G6:
[11] burgerlab12,numbers_truth
[11] numbers_truth,nycweatherrepor
[11] nycweatherrepor,double_o_sebun
[11] double_o_sebun,carlsmythe
[11] mcfunny,angelifrankie
[11] _drcjm_,lilelectronblue
[11] lilelectronblue,and_nothingelse
[11] and_nothingelse,hcornea
[11] hcornea,monstatofu
[11] monstatofu,houseofgab

Top Word Pairs in Tweet in G7:
[67] sars,cov
[62] fomite,transmission
[45] science,brief
[45] brief,sars
[45] cov,surface
[45] surface,fomite
[42] munskydd,är
[42] är,långt
[42] långt,viktigare
[42] viktigare,än

Top Word Pairs in Tweet in G8:
[57] powietrze,jest
[57] jest,główną
[57] główną,droga
[57] droga,rozprzestrzeniania
[57] rozprzestrzeniania,się
[57] się,wirusa
[57] wirusa,sars
[57] sars,cov
[57] cov,jednak
[57] jednak,zakażenia

Top Word Pairs in Tweet in G9:
[2] bassistold,alawnguy
[2] alawnguy,jetson77
[2] jetson77,synyster63
[2] topleveltroll3,sun58valencia
[2] sun58valencia,fishngritz21
[2] fishngritz21,gigibuddapdx
[2] gigibuddapdx,thumper18560818
[2] thumper18560818,vincegottalotta
[2] catlady111310,saline_trick
[2] saline_trick,philipemskinne1

Top Word Pairs in Tweet in G10:
[34] sars,cov
[28] anti,sars
[28] cov,spike
[28] spike,protein
[28] protein,anti
[27] update,anti
[26] follow,previous
[26] previous,#preprint
[26] #preprint,lab
[26] lab,nejm

Top Replied-To
Top Replied-To in Entire Graph:
@chris_f_carson
@luxorsabatini
@rcornix
@barryjohnreid21
@monstercoyliar
@ronaldfreakind
@trishtheskeptic
@m_t_franz
@crypticmoogle
@_mickydicky

Top Replied-To in G1:
@cody16991079
@voguemagazine

Top Replied-To in G4:
@ygjumi

Top Replied-To in G5:
@malicemagic

Top Replied-To in G6:
@chris_f_carson
@monstercoyliar
@barryjohnreid21
@agtcnews

Top Replied-To in G9:
@musclebalancing
@ethanolfree90

Top Replied-To in G10:
@netpoette
@jtorresmacho
@dsmithsd

Top Mentioned
Top Mentioned in Entire Graph:
@cdcgov
@cote_science
@k_pyrc
@gisaid
@nextstrain
@sofius
@aparanjape
@bb45_colorado
@calcijp
@influenzer3

Top Mentioned in G1:
@cdcgov
@mackayim
@muinjkhoury
@smartflightinfo
@thelancet
@wflajustin
@carosanchez8
@andrewnjohns
@amwilson_ehs
@moises_canle

Top Mentioned in G2:
@shadyneutron
@bib311lio
@9696196chan
@drericlevi
@4defensa
@schaechterle
@wreynoldsyoung
@mercedes_bouter
@juliopastorin
@ahhonings

Top Mentioned in G3:
@cote_science
@mjb302

Top Mentioned in G4:
@influenzer3
@kenmomd
@hichachu
@__fusion
@jijimedical
@bb45_colorado
@takainou_0907
@0406magi

Top Mentioned in G5:
@gisaid
@nextstrain
@trvrb
@nswhpathology
@transvihmi
@ird_fr
@inserm
@macroliter
@centremuraz
@stellenboschuni

Top Mentioned in G6:
@burgerlab12
@nycweatherrepor
@double_o_sebun
@carlsmythe
@numbers_truth
@kstateturk
@ghoppe
@blaineillimatta
@ale_battini
@nateweymouth

Top Mentioned in G7:
@sofius
@emilbergholtz
@vetcov19
@folkhalsomynd
@toknell

Top Mentioned in G8:
@k_pyrc

Top Mentioned in G9:
@bassistold
@alawnguy
@jetson77
@synyster63
@topleveltroll3
@sun58valencia
@fishngritz21
@gigibuddapdx
@thumper18560818
@vincegottalotta

Top Mentioned in G10:
@nejm
@palankarr
@rolandbakeriii
@researchsquare
@jaclynhord
@ccarballo50
@o_mediano
@graziellaalm
@jalguerrero
@crisgarciabaylo

Top Tweeters
Top Tweeters in Entire Graph:
@ja8yum
@wkwkrnht
@matiere
@solutioneer72
@united
@lopezgovlaw
@nobby15
@_redfrog
@akane_kawahata
@sosorasora3

Top Tweeters in G1:
@solutioneer72
@rosenchild
@kimvie
@wadakashiho
@jmhamiltonblog
@protestmusica
@redboybroken
@antarianrani
@youranonriots
@ballerinax

Top Tweeters in G2:
@matiere
@gooochin
@paulpaul49
@keinishikawa3
@didaclopez
@peko409
@naota344
@terazzo
@mauriciowolf13
@qzv00507

Top Tweeters in G3:
@_redfrog
@diogene2607
@kristieperles
@papeekaboo
@ellenagreaux
@lylisuz
@victorg14tdc
@pari_menagere
@myos4
@eagles75000

Top Tweeters in G4:
@ja8yum
@sosorasora3
@citrus_kyoto
@hirameki_002
@uchida_kawasaki
@fearless_taisho
@keiki22
@sitesirius
@liamisak_
@y_fujisaki

Top Tweeters in G5:
@bassaces1
@bprophetable
@mig30m6
@anonomouse1981
@biobaby19
@joannekarma
@greene_thoughts
@fukukittykobe
@actinosproject
@lc54

Top Tweeters in G6:
@ds13_manon
@_mamadeb
@beckyjohnson222
@monstercoyliar
@carolhakios
@mcfunny
@awithonelison
@carlsmythe
@geoffschuler
@katlarue7

Top Tweeters in G7:
@viralvideovlogs
@ibnkafka
@lindsay_helena
@gabibjornstrand
@urban_scott
@a_sick_world
@pompelur
@leslieoqvist
@ltenstedt
@lisbethsindag

Top Tweeters in G8:
@aniqua16
@tomdrabowicz
@marcin_kaminski
@bart_wielinski
@julinka2011
@marcin_pozn
@mamago25
@katrina1974pl
@marekrekowski
@technodyd

Top Tweeters in G9:
@ladyoftheocean1
@vincegottalotta
@misshellca
@philipemskinne1
@kingcujo
@flattielover
@rushvillerockit
@waywardmegan15
@alawnguy
@sup3rk

Top Tweeters in G10:
@demiurgotuiter
@ayirpelle
@juliomayol
@antifadisabled
@mariolapr
@kplorable
@uranian39
@warrenplatts
@martona_to
@rolandbakeriii


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