SARS-COV, Twitter, 2/21/2021 5:25:20 PM, 249315


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SARS-COV_2021-02-21_02-35-37.xlsx
SARS-COV_2021-02-21_02-35-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 21, 2021
Short Description:
SARS-COV via NodeXL https://bit.ly/3dF9PRD
@safeguard008
@my16182658
@phattgreg
@who
@franciscodeasis
@guardian
@dghisham
@peterdaszak
@oscardev3
@chrismasseyfois

Top hashtags:
#ccp
#covid19
#ccpvirus
#batcages
#coronavirus
#horizonte
#sarscov2
#breaking
#baric

Description:
Description
The graph represents a network of 5,071 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 Sunday, 21 February 2021 at 10:41 UTC.

The requested start date was Friday, 19 February 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, 23-hour, 48-minute period from Friday, 05 February 2021 at 01:04 UTC to Friday, 19 February 2021 at 00:52 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 : 5071
Unique Edges : 2467
Edges With Duplicates : 6106
Total Edges : 8573
Number of Edge Types : 5
Tweet : 751
Retweet : 2728
MentionsInRetweet : 3191
Replies to : 729
Mentions : 1174
Self-Loops : 779
Reciprocated Vertex Pair Ratio : 0.00936170212765958
Reciprocated Edge Ratio : 0.0185497470489039
Connected Components : 892
Single-Vertex Connected Components : 309
Maximum Vertices in a Connected Component : 1194
Maximum Edges in a Connected Component : 2637
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 6.259828
Graph Density : 0.000184519857471635
Modularity : 0.560656
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 5,071 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 Sunday, 21 February 2021 at 10:41 UTC.

The requested start date was Friday, 19 February 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, 23-hour, 48-minute period from Friday, 05 February 2021 at 01:04 UTC to Friday, 19 February 2021 at 00:52 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:
[21] https://reseauinternational.net/lorigine-du-sars-cov-2-enfin-revelee/
[10] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fnm.3985
[7] https://medicosporlaverdad.net/el-virus-sars-cov-2-es-un-quimera-artificial-y-no-circula-en-la-poblacion/
[7] https://onlinelibrary.wiley.com/doi/full/10.1111/cla.12425?cookieSet=1
[6] https://insight.jci.org/articles/view/123158
[6] https://pubmed.ncbi.nlm.nih.gov/22536382/
[6] https://infantilprl.saludlaboral.org/riesgos-sector/3-riesgos-biologicos/
[6] http://www.rcm.cu/estaba-preocupada-porque-no-presentaba-sintomas-dice-enfermera-positiva-al-sars-cov-2/
[6] https://twitter.com/uzalaantifa/status/1358544190695591936
[5] https://greatgameindia.com/secret-bat-cages-wuhan-lab/

Top URLs in Tweet in G2:
[1] https://twitter.com/Safeguard008/status/1359338842583560194
[1] https://twitter.com/drlimengyan1/status/1359551418483544064
[1] https://oncubanews.com/en/cuba/science-cuba/cuban-drug-heberferon-eight-times-more-effective-against-skin-cancer/

Top URLs in Tweet in G3:
[6] http://www.rcm.cu/estaba-preocupada-porque-no-presentaba-sintomas-dice-enfermera-positiva-al-sars-cov-2/
[3] https://odysee.com/@holdup_ledoc:9/HOLD-UP+:2
[3] https://medicosporlaverdad.net/el-virus-sars-cov-2-es-un-quimera-artificial-y-no-circula-en-la-poblacion/
[2] https://reseauinternational.net/lorigine-du-sars-cov-2-enfin-revelee/
[2] https://patents.google.com/patent/US7220852B1/en
[2] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs10930-020-09935-8
[2] https://www.adnsureste.info/advierten-escasez-de-jeringas-por-inicio-de-vacunacion-sars-cov-2-1200-h/
[2] https://www.biorxiv.org/cgi/content/short/2021.02.11.430866v1
[2] https://lightico.co.uk/blog/2021/02/03/why-you-must-know-about-cleanlight/
[1] https://twitter.com/k_bravo1/status/1357491255555538944

Top URLs in Tweet in G4:
[7] https://onlinelibrary.wiley.com/doi/full/10.1111/cla.12425?cookieSet=1
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41467-021-21240-1
[3] https://www.pnas.org/content/pnas/suppl/2008/11/26/0808116105.DCSupplemental/0808116105SI.pdf
[2] https://insight.jci.org/articles/view/123158
[2] https://linkinghub.elsevier.com/retrieve/pii/S0278691521000430
[1] https://www.biorxiv.org/content/10.1101/2020.02.27.969006v1.full
[1] https://archive.is/TxLn5
[1] https://pubmed.ncbi.nlm.nih.gov/22536382/
[1] https://science.sciencemag.org/content/369/6499/77
[1] https://science.sciencemag.org/content/368/6491/630

Top URLs in Tweet in G5:
[2] https://f.hubspotusercontent10.net/hubfs/8079569/The%20FauciCOVID-19%20Dossier.pdf
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4797993/
[1] https://www.fluoridefreepeel.ca/wp-content/uploads/2021/02/NZ-MOH-SARS-COV-1-Isolation-Response-redacted.pdf
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2550-z
[1] https://twitter.com/sanchak74/status/1358822337487929344
[1] https://twitter.com/ClimateAudit/status/1358180749820706822

Top URLs in Tweet in G6:
[1] https://www.metroworldnews.com/mexico/nacional/2021/02/07/advierten-escasez-jeringas-inicio-vacunacion-sars-cov-2?from=mx

Top URLs in Tweet in G7:
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.journalofinfection.com%2Farticle%2FS0163-4453%2821%2900044-X%2Ffulltext&rc=0
[1] https://twitter.com/raoult_didier/status/1357640217767870470

Top URLs in Tweet in G8:
[4] https://greatgameindia.com/secret-bat-cages-wuhan-lab/
[1] https://pubmed.ncbi.nlm.nih.gov/22536382/
[1] https://twitter.com/GreatGameIndia/status/1361670174332637185?s=19
[1] https://www.jimmunol.org/content/181/9/6337.long
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6478436/
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7142689/
[1] https://www.statnews.com/2016/09/13/moderna-therapeutics-biotech-mrna/

Top Domains
Top Domains in Tweet in Entire Graph:
[105] sporadestv.com
[103] twitter.com
[48] nih.gov
[27] nature.com
[21] reseauinternational.net
[12] biorxiv.org
[12] maghreb-post.de
[11] sciencemag.org
[8] google.com
[8] ert.gr

Top Domains in Tweet in G2:
[2] twitter.com
[1] oncubanews.com

Top Domains in Tweet in G3:
[105] sporadestv.com
[40] twitter.com
[8] ert.gr
[7] nih.gov
[6] nature.com
[6] rcm.cu
[6] biorxiv.org
[5] koytsompolio.gr
[4] odysee.com
[4] com.mx

Top Domains in Tweet in G4:
[9] nih.gov
[7] wiley.com
[6] nature.com
[6] twitter.com
[4] archive.is
[4] pnas.org
[2] jci.org
[2] biorxiv.org
[2] sciencemag.org
[2] elsevier.com

Top Domains in Tweet in G5:
[2] hubspotusercontent10.net
[2] twitter.com
[2] nih.gov
[1] fluoridefreepeel.ca
[1] nature.com

Top Domains in Tweet in G6:
[1] metroworldnews.com

Top Domains in Tweet in G7:
[1] elsevierhealth.com
[1] twitter.com

Top Domains in Tweet in G8:
[4] greatgameindia.com
[3] nih.gov
[1] twitter.com
[1] jimmunol.org
[1] statnews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[557] ccp
[75] covid19
[43] ccpvirus
[35] batcages
[20] coronavirus
[18] horizonte
[17] sarscov2
[16] breaking
[15] baric
[11] derechoshumanos



Top Hashtags in Tweet in G2:
[475] ccp
[2] ccpvirus

Top Hashtags in Tweet in G3:
[13] covid19
[4] sarscov2
[4] ccp
[3] thewiderwiserview
[3] coronavirus
[2] sars
[2] vida
[2] ccpvirus
[1] evenimente
[1] internațional

Top Hashtags in Tweet in G4:
[14] baric
[4] coronavirus
[3] covid19
[3] sars
[2] batcages
[2] mutant
[2] viruses
[2] ace2
[2] covidー19
[2] ccpvirus

Top Hashtags in Tweet in G5:
[1] s

Top Hashtags in Tweet in G7:
[1] stopcouvrefeu
[1] stopconfinement
[1] coronavirus
[1] covid
[1] covid19

Top Hashtags in Tweet in G8:
[33] batcages
[16] breaking
[4] covid19
[1] baric
[1] pandemric

Top Words
Top Words in Tweet in Entire Graph:
[3683] cov
[3673] sars
[779] virology
[778] varian
[777] laporan
[777] sarawak
[775] institut
[775] penemuan
[775] kkm
[774] maklumbalas

Top Words in Tweet in G1:
[776] laporan
[776] varian
[776] sars
[776] cov
[774] penemuan
[774] sarawak
[774] maklumbalas
[774] drp
[774] unit
[774] virology

Top Words in Tweet in G2:
[477] biological
[475] #ccp
[475] weapons
[473] book
[473] written
[473] associates
[473] military
[473] medical
[473] university
[473] focuses

Top Words in Tweet in G3:
[566] sars
[566] cov
[120] αναλυτικοί
[120] πίνακες
[110] νέες
[110] μολύνσεις
[48] 19
[47] virus
[46] μακεδονία
[43] covid

Top Words in Tweet in G4:
[234] cov
[218] sars
[50] human
[34] coronavirus
[32] virus
[31] bat
[23] daoyu15
[22] strains
[20] spike
[20] bats

Top Words in Tweet in G5:
[139] sars
[132] cov
[120] chrismasseyfois
[101] read
[100] download
[100] few
[100] far
[100] re
[100] makes
[100] much

Top Words in Tweet in G6:
[110] advierten
[110] escasez
[110] jeringas
[110] inicio
[110] vacunación
[110] sars
[110] cov
[110] desabasto
[110] falta
[110] recurso

Top Words in Tweet in G7:
[84] sars
[84] cov
[56] merci
[56] l'équipe
[56] l'ihu
[56] suivi
[56] attentif
[56] variants
[56] coronaviridae
[56] mutent

Top Words in Tweet in G8:
[45] patent
[42] wuhan
[37] virus
[34] chinese
[33] lab
[33] granted
[33] #batcages
[33] conduct
[33] secret
[33] experiments

Top Words in Tweet in G9:
[125] gabotuitero
[75] virus
[58] ahí
[50] civetas
[49] eran
[48] sugería
[35] estaba
[29] único
[29] factor
[29] relacionaba

Top Words in Tweet in G10:
[68] hablo
[67] increíble
[67] ver
[67] cómo
[67] pequeño
[67] virus
[67] acabar
[67] vida
[67] miles
[67] ciudadanos

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3479] sars,cov
[778] varian,sars
[775] laporan,penemuan
[775] penemuan,varian
[775] cov,sarawak
[774] sarawak,maklumbalas
[774] maklumbalas,drp
[774] drp,unit
[774] unit,virology
[774] virology,institut

Top Word Pairs in Tweet in G1:
[776] varian,sars
[776] sars,cov
[774] laporan,penemuan
[774] penemuan,varian
[774] cov,sarawak
[774] sarawak,maklumbalas
[774] maklumbalas,drp
[774] drp,unit
[774] unit,virology
[774] virology,institut

Top Word Pairs in Tweet in G2:
[475] biological,weapons
[473] book,written
[473] written,associates
[473] associates,#ccp
[473] #ccp,military
[473] military,medical
[473] medical,university
[473] university,focuses
[473] focuses,means
[473] means,biological

Top Word Pairs in Tweet in G3:
[531] sars,cov
[120] αναλυτικοί,πίνακες
[110] νέες,μολύνσεις
[110] μολύνσεις,sars
[109] cov,αναλυτικοί
[38] covid,19
[28] δ,μακεδονία
[27] mers,cov
[25] cov,sars
[18] αν,μακεδονία

Top Word Pairs in Tweet in G4:
[194] sars,cov
[32] cov,sars
[17] human,sars
[14] 20,novel
[14] novel,human
[14] human,peptides
[14] peptides,mimicked
[14] mimicked,sars
[14] cov,observed
[14] observed,previous

Top Word Pairs in Tweet in G5:
[132] sars,cov
[100] download,read
[100] read,few
[100] few,far
[100] far,re
[100] re,sars
[100] cov,makes
[100] makes,much
[100] much,sense
[100] sense,explains

Top Word Pairs in Tweet in G6:
[110] advierten,escasez
[110] escasez,jeringas
[110] jeringas,inicio
[110] inicio,vacunación
[110] vacunación,sars
[110] sars,cov
[110] cov,desabasto
[110] desabasto,falta
[110] falta,recurso
[109] pormexico15,advierten

Top Word Pairs in Tweet in G7:
[84] sars,cov
[56] merci,l'équipe
[56] l'équipe,l'ihu
[56] l'ihu,suivi
[56] suivi,attentif
[56] attentif,variants
[56] variants,sars
[56] cov,coronaviridae
[56] coronaviridae,mutent
[56] mutent,depuis

Top Word Pairs in Tweet in G8:
[34] chinese,wuhan
[33] wuhan,lab
[33] lab,granted
[33] granted,patent
[33] patent,#batcages
[33] #batcages,conduct
[33] conduct,secret
[33] secret,virus
[33] virus,experiments
[32] controversial,chinese

Top Word Pairs in Tweet in G9:
[29] único,factor
[29] factor,relacionaba
[29] relacionaba,mercado
[29] mercado,trabajaba
[29] trabajaba,ahí
[29] ahí,comió
[29] comió,ahí
[29] ahí,mesa
[29] mesa,cliente
[29] cliente,estaba

Top Word Pairs in Tweet in G10:
[67] increíble,ver
[67] ver,cómo
[67] cómo,pequeño
[67] pequeño,virus
[67] virus,acabar
[67] acabar,vida
[67] vida,miles
[67] miles,ciudadanos
[67] ciudadanos,hablo
[66] neoliberalover,increíble

Top Replied-To
Top Replied-To in Entire Graph:
@irishswamp
@theseeker268
@macroliter
@cnnbrasil
@daoyu15
@karl_lauterbach
@canyalkin
@rabbieguevara
@frontwheelskid
@inforder

Top Replied-To in G2:
@ivonnes54069364

Top Replied-To in G3:

Top Replied-To in G4:
@macroliter
@theseeker268
@daoyu15
@gerdosi
@nowackyscience
@ydeigin
@bidolinicola
@monarahalkar
@billybostickson
@ericrweinstein

Top Replied-To in G5:
@salmakaveli
@jpsoucy
@sanchak74
@cjbowden1
@ekatholik
@tj0055

Top Replied-To in G7:
@lolaweb71
@aragon_jb

Top Replied-To in G8:
@demaregerry
@provesen1
@chrismasseyfois
@hankah13
@sense_strand
@theverityquest
@mikeca42
@peterre76976220
@brittonkerin

Top Mentioned
Top Mentioned in Entire Graph:
@dghisham
@safeguard008
@gabotuitero
@chrismasseyfois
@pormexico15
@neoliberalover
@laissonslespre1
@balazslab
@aga_rabena
@greatgameindia

Top Mentioned in G1:
@dghisham

Top Mentioned in G2:
@safeguard008
@baobaoxiaoliao
@himalayaespana
@shane89901
@ivonnes54069364
@alicech41586662

Top Mentioned in G3:
@smackenziekerr
@michbitacora
@adn_sureste
@tinagaez
@aif0ns0
@menabster
@construyexitos

Top Mentioned in G4:
@daoyu15
@billybostickson
@gerdosi
@foolsmultiply
@antgduarte
@threadreaderapp
@gumby4christ
@interne41914499
@g_sandstrom
@franciscodeasis

Top Mentioned in G5:
@chrismasseyfois
@pamelavelos
@jonrappoport
@lifebiomedguru
@patrickgentempo
@vaccinechoiceca
@roccogalatilaw
@drtomcowan
@herekittty
@kevinsmithuhn

Top Mentioned in G6:
@pormexico15

Top Mentioned in G7:
@laissonslespre1
@corinnereverbel
@massimilianorpp
@aragon_jb

Top Mentioned in G8:
@greatgameindia
@janaervenkov3
@cdcgov
@alexberenson
@susanwalmsley
@unikgirl11
@annika1021
@utobian
@billgates
@andersoncooper

Top Mentioned in G9:
@gabotuitero
@alexis_verger
@orrv97_
@gerdosi

Top Mentioned in G10:
@neoliberalover
@pormexico15

Top Tweeters
Top Tweeters in Entire Graph:
@kompascom
@threadreaderapp
@natransversal
@altamirana2
@lafm
@independent
@sinembargomx
@sosorasora3
@el_universal_mx
@latercera

Top Tweeters in G1:
@___syahrul
@akmalarif90
@hafizatulnasuha
@ahmadhaf1z
@bernamadotcom
@aliea_natasha
@epanpo
@tbgsem
@izzqqhh
@ikhayun

Top Tweeters in G2:
@yokozino
@himalayala8
@weimingzhang2
@lamed_vav
@miligor25
@scswga
@winwin888888
@taizidang19732
@fboboss2
@ming63791097

Top Tweeters in G3:
@menabster
@periodicozocalo
@isearch247
@diogenischarala
@hurtadozaidaa
@zaynct_
@kokikokiya
@ironorehopper
@owhy3
@richhoblyn

Top Tweeters in G4:
@threadreaderapp
@pash22
@luigi_warren
@aegisbridge
@real_adam_b
@dw_espanol
@stevano_b
@phylogenomics
@hernanmejia
@noinvisibles

Top Tweeters in G5:
@sandoly
@morwennajh
@white_arrow_uk
@janet_cutts
@troothmonstah
@surveyorx
@donnareiter6
@joellehamilto10
@upset259
@scarlettflame2

Top Tweeters in G6:
@rociogl36
@pinara1
@mariantop1
@gerryboy10
@thunaer68
@bibiriba
@oscarguerran
@aleb2222
@ra_ra_raul
@bertrosa

Top Tweeters in G7:
@votezpoisson
@altai_armande
@viralvideovlogs
@jairaison
@fourchetchristi
@alvisyma
@n0passaran
@printempsfrance
@liomo33
@bguirlet

Top Tweeters in G8:
@yymods
@rajivnayan7
@muraliks_11
@annika1021
@politicalwilli
@nathannadeson
@_measly
@aehcat
@davebrooker322
@unikgirl11

Top Tweeters in G9:
@nortesur7
@gonzalobarria
@rsalvop
@sirena_rock
@joaquin_phi
@angiesaavedrag
@hernanver
@isabella3289
@lilypeder
@gabisilandia

Top Tweeters in G10:
@preciso_com
@pevisandu
@lasbrujias
@claudfu
@cpgarcieral
@rafaelflodiaz
@erwincassani
@nnerih
@lauramex
@albertjl69


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