SARS-COV, Twitter, 10/28/2020 6:28:07 PM, 238999


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SARS-COV_2020-10-28_01-53-11.xlsx
SARS-COV_2020-10-28_01-53-11.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 28, 2020
Short Description:
SARS-COV via NodeXL https://bit.ly/35Xf4GT
@davidicke
@michaelyeadon3
@bangobilly
@sallywa14874006
@ale_battini
@sciencemagazine
@hobeets
@ayjchan
@smadygo
@joursansfin

Top hashtags:
#covid19
#sarscov2
#twiv
#coronavirus
#新型コロナウイルス
#viruses
#profesores

Description:
Description
The graph represents a network of 4,731 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 Wednesday, 28 October 2020 at 08:57 UTC.

The requested start date was Wednesday, 28 October 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, 23-hour, 42-minute period from Wednesday, 14 October 2020 at 00:07 UTC to Tuesday, 27 October 2020 at 23:50 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 : 4731
Unique Edges : 2870
Edges With Duplicates : 4485
Total Edges : 7355
Number of Edge Types : 5
Retweet : 1905
MentionsInRetweet : 2414
Tweet : 617
Mentions : 1485
Replies to : 934
Self-Loops : 649
Reciprocated Vertex Pair Ratio : 0.0100824931255729
Reciprocated Edge Ratio : 0.0199637023593466
Connected Components : 969
Single-Vertex Connected Components : 344
Maximum Vertices in a Connected Component : 1631
Maximum Edges in a Connected Component : 3500
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.956784
Graph Density : 0.000196982432902859
Modularity : 0.617373
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 4,731 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 Wednesday, 28 October 2020 at 08:57 UTC.

The requested start date was Wednesday, 28 October 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, 23-hour, 42-minute period from Wednesday, 14 October 2020 at 00:07 UTC to Tuesday, 27 October 2020 at 23:50 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:
[19] https://pubmed.ncbi.nlm.nih.gov/32668444/
[14] https://science.sciencemag.org/content/early/2020/10/19/science.abd3072
[13] https://wwwnc.cdc.gov/eid/article/26/6/20-0516_article
[12] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7045880/pdf/ophrp-11-3.pdf
[12] https://www.nejm.org/doi/pdf/10.1056/NEJMoa2001017
[12] https://pubmed.ncbi.nlm.nih.gov/32237278/
[12] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fclinicalmicrobiologyandinfection.com%2Farticle%2FS1198-743X%2820%2930170-1%2Ffulltext&rc=0
[12] https://theconversation.com/i-study-viruses-how-our-team-isolated-the-new-coronavirus-to-fight-the-global-pandemic-133675
[12] https://twitter.com/MerriamWebster/status/1318208360978784256
[11] https://www.researchgate.net/post/Has_SARS-CoV2_been_isolated_purified_and_demonstrated_to_be_the_cause_of_COVID19

Top URLs in Tweet in G1:
[1] https://davidicke.com/2020/10/25/dr-stefano-scoglio-study-sars-cov-2-virus-has-never-been-isolated-and-covid-19-swabs-produce-up-to-95-of-false-positives/
[1] https://infiniteunknown.net/2020/10/25/lab-rats-trudeau-wants-to-test-covid-vaccine-developed-by-chinese-army-on-canadians-asap-sweden-refuses-to-impose-new-lockdown-measures-saying-people-have-suffered-enough-dr-stefano-scoglio-stud/

Top URLs in Tweet in G2:
[11] https://twitter.com/MerriamWebster/status/1318208360978784256
[6] https://twitter.com/merriamwebster/status/1318208360978784256
[4] https://twitter.com/GiuAlonso/status/1319626080018456576
[3] https://actualidad.rt.com/actualidad/370315-localizados-talones-aquiles-coronavirus
[3] https://www.biorxiv.org/content/10.1101/2020.10.19.345363v1
[3] https://www.sciencealert.com/a-second-key-used-by-sars-cov-2-to-enter-cells-could-explain-why-it-s-so-infectious
[2] https://www.livescience.com/56598-deadliest-viruses-on-earth.html
[2] https://indianexpress.com/article/india/no-major-mutation-observed-in-sars-cov-2-no-indication-vaccine-strategy-would-be-hindered-study-6775738/
[2] https://awesomecapital.blogspot.com/2020/10/healthcare-workers-with.html?spref=tw
[2] https://awesomecapital.blogspot.com/2020/10/common-vulnerabilities-across-sars-cov.html?spref=tw

Top URLs in Tweet in G3:
[6] https://advances.sciencemag.org/lookup/doi/10.1126/sciadv.abc9999?utm_campaign=SciMag&utm_source=JHubbard&utm_medium=Twitter

Top URLs in Tweet in G4:
[12] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7045880/pdf/ophrp-11-3.pdf
[12] https://www.nejm.org/doi/pdf/10.1056/NEJMoa2001017
[12] https://wwwnc.cdc.gov/eid/article/26/6/20-0516_article
[12] https://pubmed.ncbi.nlm.nih.gov/32237278/
[12] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fclinicalmicrobiologyandinfection.com%2Farticle%2FS1198-743X%2820%2930170-1%2Ffulltext&rc=0
[12] https://theconversation.com/i-study-viruses-how-our-team-isolated-the-new-coronavirus-to-fight-the-global-pandemic-133675
[11] https://www.researchgate.net/post/Has_SARS-CoV2_been_isolated_purified_and_demonstrated_to_be_the_cause_of_COVID19
[5] https://davidicke.com/2020/10/25/dr-stefano-scoglio-study-sars-cov-2-virus-has-never-been-isolated-and-covid-19-swabs-produce-up-to-95-of-false-positives/
[2] https://www.jimmunol.org/content/jimmunol/186/12/7264.full.pdf
[2] https://www.youtube.com/watch?v=kr04gHbP5MQ

Top URLs in Tweet in G5:
[18] https://pubmed.ncbi.nlm.nih.gov/32668444/
[11] https://www.sciencedirect.com/science/article/pii/S2590136220300231
[2] https://www.medrxiv.org/content/10.1101/2020.08.04.20167932v4
[1] https://www.nhs.uk/conditions/sars/
[1] https://pubmed.ncbi.nlm.nih.gov/32668444/?fbclid=IwAR272FEKH2-EKw8ZhG5UC-Zf0aHWdJIJD8_tHKAkb22DDlKh1AGaCoVrXxk
[1] https://www.cebm.net/study/covid-19-infectivity-of-asymptomatic-sars-cov-2-carriers/
[1] https://davidicke.com/2020/10/25/dr-stefano-scoglio-study-sars-cov-2-virus-has-never-been-isolated-and-covid-19-swabs-produce-up-to-95-of-false-positives/
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41467-020-18450-4
[1] https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0035421
[1] https://medicalxpress.com/news/2020-10-sars-cov-antibodies-immunity.amp?__twitter_impression=true

Top URLs in Tweet in G6:
[1] https://www.birgun.net/haber/nobel-kimya-odulunu-alan-isimden-5-dakika-icinde-sonuc-veren-covid-19-testi-319452

Top URLs in Tweet in G7:
[2] https://europepmc.org/article/pmc/pmc7111894
[2] https://threadreaderapp.com/thread/1320935033624875008.html
[2] https://threadreaderapp.com/thread/1266805310313967617.html
[1] https://twitter.com/ScienceMagazine/status/1316280103190568960
[1] https://threadreaderapp.com/thread/1319710451895291906.html
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7111780/
[1] https://twitter.com/Ayjchan/status/1267091572857995264?s=20
[1] https://en.wikipedia.org/wiki/2002%E2%80%932004_SARS_outbreak#Hong_Kong
[1] https://www.tandfonline.com/doi/full/10.1080/22221751.2020.1780953?cookieSet=1

Top URLs in Tweet in G8:
[14] https://science.sciencemag.org/content/early/2020/10/19/science.abd3072
[2] http://wwwnc.cdc.gov/eid/article/26/12/20-2308_article.htm
[1] https://www.sciencedirect.com/science/article/pii/S2213398420302256
[1] https://www.biorxiv.org/content/10.1101/2020.10.19.345363v1

Top URLs in Tweet in G9:
[1] https://compare.aphp.fr/actualites/181-etude-sur-les-symptomes-du-covid-long.html

Top Domains
Top Domains in Tweet in Entire Graph:
[133] twitter.com
[79] nih.gov
[27] cdc.gov
[25] sciencemag.org
[23] sciencedirect.com
[22] elsevierhealth.com
[18] nature.com
[17] biorxiv.org
[14] theconversation.com
[14] youtube.com

Top Domains in Tweet in G1:
[1] davidicke.com
[1] infiniteunknown.net

Top Domains in Tweet in G2:
[68] twitter.com
[9] biorxiv.org
[7] nih.gov
[6] cdc.gov
[5] youtube.com
[5] nature.com
[5] sciencealert.com
[4] elsevierhealth.com
[4] rt.com
[4] blogspot.com

Top Domains in Tweet in G3:
[6] sciencemag.org

Top Domains in Tweet in G4:
[26] nih.gov
[12] nejm.org
[12] cdc.gov
[12] elsevierhealth.com
[12] theconversation.com
[11] researchgate.net
[5] davidicke.com
[2] jimmunol.org
[2] youtube.com
[1] darrellhines.net

Top Domains in Tweet in G5:
[19] nih.gov
[11] sciencedirect.com
[2] medrxiv.org
[1] nhs.uk
[1] cebm.net
[1] davidicke.com
[1] nature.com
[1] plos.org
[1] medicalxpress.com

Top Domains in Tweet in G6:
[1] birgun.net

Top Domains in Tweet in G7:
[5] threadreaderapp.com
[2] europepmc.org
[2] twitter.com
[1] nih.gov
[1] wikipedia.org
[1] tandfonline.com

Top Domains in Tweet in G8:
[14] sciencemag.org
[2] cdc.gov
[1] sciencedirect.com
[1] biorxiv.org

Top Domains in Tweet in G9:
[1] aphp.fr

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[152] covid19
[62] sarscov2
[38] twiv
[23] coronavirus
[14] 新型コロナウイルス
[7] viruses
[7] profesores
[7] riesgobiológico
[6] sars
[6] endsars



Top Hashtags in Tweet in G2:
[14] covid19
[9] coronavirus
[6] sarscov2
[4] endsars
[3] covidiots
[3] tratamiento
[2] coronfak
[2] covid__19
[2] chimalhuacán
[1] stuttgart

Top Hashtags in Tweet in G3:
[2] weekendreads

Top Hashtags in Tweet in G4:
[24] covid19
[12] sarscov2
[3] pcrtest
[1] notahoax

Top Hashtags in Tweet in G8:
[14] 新型コロナウイルス

Top Hashtags in Tweet in G9:
[74] covid19
[1] covidlong
[1] longcovid
[1] apresj20

Top Words
Top Words in Tweet in Entire Graph:
[4182] sars
[4034] cov
[953] virus
[797] covid
[653] 19
[483] stefano
[483] scoglio
[469] study
[467] 2003
[425] dr

Top Words in Tweet in G1:
[370] sars
[362] cov
[360] dr
[360] stefano
[360] scoglio
[360] study
[360] virus
[360] never
[360] isolated
[360] covid

Top Words in Tweet in G2:
[518] cov
[509] sars
[64] virus
[60] covid
[59] coronavirus
[52] mers
[46] 19
[28] respiratory
[23] syndrome
[22] social

Top Words in Tweet in G3:
[567] sars
[567] cov
[283] antibodies
[282] serum
[282] samples
[282] patients
[282] infected
[282] during
[282] 2003
[282] outbreak

Top Words in Tweet in G4:
[141] sars
[123] cov
[44] virus
[42] pcr
[42] test
[41] reiner
[39] hobeets
[39] drosten
[37] fuellmich's
[33] christian

Top Words in Tweet in G5:
[181] sars
[100] cov
[61] patients
[60] showed
[60] recovered
[59] next
[58] disease
[55] associated
[44] markready47
[36] 23

Top Words in Tweet in G6:
[93] olacak
[93] şimdi
[93] stefano
[93] scoglio
[92] aralarında
[92] 2018
[92] nobel
[92] tıp
[92] ödülü
[92] adayı

Top Words in Tweet in G7:
[103] cov
[103] sars
[24] ayjchan
[23] site
[19] human
[18] s1
[18] s2
[17] ratg13
[17] covs
[17] including

Top Words in Tweet in G8:
[100] cov
[90] dose
[86] sars
[64] ferrets
[46] animals
[45] despite
[45] donor
[45] given
[45] high
[45] viral

Top Words in Tweet in G9:
[148] long
[75] étude
[74] compare
[74] lance
[74] conséquences
[74] terme
[74] #covid19
[74] covid
[74] pouvez
[74] participer

Top Words in Tweet in G10:
[145] sars
[101] cov
[98] virus
[98] animal
[51] coronavirus
[50] 2003
[49] identified
[49] thought
[49] uncertain
[49] reservoir

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3776] sars,cov
[615] covid,19
[484] cov,virus
[483] stefano,scoglio
[400] never,isolated
[399] virus,never
[391] dr,stefano
[389] study,sars
[386] swabs,produce
[386] produce,95

Top Word Pairs in Tweet in G1:
[362] sars,cov
[360] dr,stefano
[360] stefano,scoglio
[360] scoglio,study
[360] study,sars
[360] cov,virus
[360] virus,never
[360] never,isolated
[360] isolated,covid
[360] covid,19

Top Word Pairs in Tweet in G2:
[469] sars,cov
[52] cov,sars
[41] covid,19
[39] mers,cov
[23] respiratory,syndrome
[22] cov,mers
[21] social,distancing
[16] acute,respiratory
[15] severe,acute
[15] coronavirus,sars

Top Word Pairs in Tweet in G3:
[567] sars,cov
[282] antibodies,serum
[282] serum,samples
[282] samples,patients
[282] patients,infected
[282] infected,during
[282] during,2003
[282] 2003,sars
[282] cov,outbreak
[282] outbreak,effectively

Top Word Pairs in Tweet in G4:
[120] sars,cov
[41] pcr,test
[37] reiner,fuellmich's
[33] christian,drosten
[31] cov,isolate
[29] drosten,fabricated
[29] fabricated,pcr
[28] fuellmich's,claim
[28] claim,christian
[28] test,using

Top Word Pairs in Tweet in G5:
[95] sars,cov
[60] showed,patients
[60] recovered,sars
[59] next,showed
[55] sars,disease
[55] disease,associated
[37] associated,sars
[36] patients,23
[36] 23,recovered
[32] cov,infection

Top Word Pairs in Tweet in G6:
[93] olacak,şimdi
[93] stefano,scoglio
[92] şimdi,aralarında
[92] aralarında,2018
[92] 2018,nobel
[92] nobel,tıp
[92] tıp,ödülü
[92] ödülü,adayı
[92] adayı,bilimsel
[92] bilimsel,araştırmacı

Top Word Pairs in Tweet in G7:
[84] sars,cov
[18] s1,s2
[14] sure,human
[14] human,covs
[14] covs,mers
[14] mers,s1
[14] s2,fcs
[14] fcs,site
[14] site,prsvr
[14] prsvr,beta

Top Word Pairs in Tweet in G8:
[85] sars,cov
[45] despite,donor
[45] donor,ferrets
[45] ferrets,given
[45] given,high
[45] high,viral
[45] viral,dose
[45] dose,recipient
[45] recipient,animals
[45] animals,received

Top Word Pairs in Tweet in G9:
[74] compare,lance
[74] lance,étude
[74] étude,conséquences
[74] conséquences,long
[74] long,terme
[74] terme,#covid19
[74] #covid19,covid
[74] covid,long
[74] long,pouvez
[74] pouvez,participer

Top Word Pairs in Tweet in G10:
[100] sars,cov
[50] 2003,sars
[49] coronavirus,sars
[49] cov,virus
[49] virus,identified
[49] identified,2003
[49] cov,thought
[49] thought,animal
[49] animal,virus
[49] virus,uncertain

Top Replied-To
Top Replied-To in Entire Graph:
@glenintheden
@jeanmar03806451
@hamidrokny
@alvariteus
@no_drama84
@trueorigincovid
@gemzme
@dgurdasani1
@delcastanedo
@atrupar

Top Replied-To in G1:
@akahiguma
@mjemson

Top Replied-To in G3:
@sciencemagazine

Top Replied-To in G4:
@jeanmar03806451
@wim04789402
@deus_abscondis
@billygi17133688
@darrellmhines
@lizzywales
@luciana75905110
@enjoypolosfu
@nwtra
@seekthefacts

Top Replied-To in G5:
@hughosmond
@gordon_dyce
@mlevitt_np2013
@roofershound
@ballouxfrancois
@jamesdelingpole
@newmumonline
@michaelyeadon3
@arthistorynews
@blayneylodge

Top Replied-To in G7:
@hamidrokny
@trueorigincovid
@kevinmch3
@biorxivpreprint
@pulmopublisher
@_hoeman
@interne41914499
@dremikic
@realhxn
@pacimom1

Top Replied-To in G9:
@apokrif1
@matt_calafiore

Top Replied-To in G10:
@scientificrealm
@prayerfeathers
@zoostationaz
@thevibez21
@jpierni
@leslieoo7
@operationmaga
@familyunequal
@hodge_vern
@jstandsoverbull

Top Mentioned
Top Mentioned in Entire Graph:
@davidicke
@sciencemagazine
@5gvirusnewss
@patientscompare
@presscoreca
@alinouriphd
@markready47
@gorka_orive
@hobeets
@profvrr

Top Mentioned in G1:
@davidicke
@hmc93
@akahiguma
@audrey44876209

Top Mentioned in G2:
@cmencke
@16po
@ali_abbas_com
@greningerlab

Top Mentioned in G3:
@sciencemagazine
@scienceadvances
@angelazpeitia

Top Mentioned in G4:
@hobeets
@ale_battini
@christi45657364
@robinmonotti
@thomas_binder
@iscoolscience
@woofcoast
@chris_f_carson
@mediavenir
@c_drosten

Top Mentioned in G5:
@markready47
@michaelyeadon3
@ballouxfrancois
@js100js100
@jamesdelingpole
@gerdosi
@jamestodaromd
@rfsquared
@hiljagebest
@venivici27

Top Mentioned in G6:
@5gvirusnewss
@davidicke
@ugurca77

Top Mentioned in G7:
@ayjchan
@flavinkins
@ydeigin
@r_h_ebright
@bretweinstein
@bahulikarrahul
@billybostickson
@franciscodeasis
@smackenziekerr
@bidolinicola

Top Mentioned in G8:
@alinouriphd
@fdzaraf
@airbornekanki
@priamalfear

Top Mentioned in G9:
@patientscompare
@remisalomon
@zanfr

Top Mentioned in G10:
@realdonaldtrump
@erictrump
@mercedesschlapp
@flotus
@whitehouse
@potus
@robbbrown328
@muellershewrote
@jrehling
@dollybelle

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@sumariumcom
@threadreaderapp
@canarioacosado
@mohitsmartlove
@marisascruz
@sosorasora3
@porridgeisgood
@noticiascaracol
@nicanws

Top Tweeters in G1:
@jdjongumzidenga
@lgcomin
@lambert_pp
@portersumari
@digitaldecoded1
@charismaalasta1
@leptiricms
@rita_finnigan
@anonymous4835
@6echelon

Top Tweeters in G2:
@nicanws
@2am_eu
@infoitsalute
@haccordingly
@happanarinder
@pfanderson
@vipertoxin
@tn23noticias
@eutite
@ascensionarcana

Top Tweeters in G3:
@redboybroken
@paulpaul49
@marcianobrito13
@vagan
@syawal
@sacerdotus
@paintsandsings
@ifan2206
@nanab_2010
@magyckmoon

Top Tweeters in G4:
@cmarslett
@booniekane
@huubbellemakers
@wandaspangler2
@diggrich_
@ds13_manon
@hairlossclinic1
@zigmanfreud
@si_or_just_si
@surveyorx

Top Tweeters in G5:
@porridgeisgood
@johnrealsmith
@dailymailuk
@baizuobu
@wealdengirl
@phildurling100
@dpjhodges
@janeygilly
@drteckkhong
@daryl16519c

Top Tweeters in G6:
@akalayci34
@sosyalmedyaci51
@gocer_hilmi
@sansy_yurtsever
@korkan_kaybeder
@krdaghan
@adilipak
@cyhnky
@ahmet_uygur79
@spamci_sipalar

Top Tweeters in G7:
@threadreaderapp
@madrynha2012
@smadygo
@luigi_warren
@misterchambo
@real_adam_b
@beachvetlbc
@alexdgn
@_coltseavers
@thomasconnors

Top Tweeters in G8:
@sosorasora3
@uchida_kawasaki
@eyasuyuki
@npazderski
@turkiantof
@ygjumi
@iwj_kb_sptr
@roux_castle
@hannahumming
@vbrighthorses

Top Tweeters in G9:
@moniquedhooghe
@emyetcetera
@sophiereynal
@bermonta
@yamilink_
@bluuepixie
@apokrif1
@mellemoizelle
@matt_calafiore
@beatrix_orlov

Top Tweeters in G10:
@woodyman502
@ljt_is_me
@news_maker
@trinityresists
@aishastaggers
@jrehling
@muellershewrote
@exoticgamora
@mschlapp
@franceslktn