SARS-COV, Twitter, 8/17/2021 10:47:03 PM, 260389


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SARS-COV_2021-08-17_04-32-02.xlsx
SARS-COV_2021-08-17_04-32-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 17, 2021
Short Description:
SARS-COV via NodeXL https://bit.ly/3k2sok5
@jsaholmes
@theseeker268
@ale_battini
@toolemond
@jamesgrickards
@gladyssmith_cat
@zhihuachen
@pierrekory
@daoyu15
@tonybaduy

Top hashtags:
#covid19
#hugodejonge
#كورونا
#covid
#sarscov2
#scoop
#breaking
#geimpften

Description:
Description
The graph represents a network of 4,596 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 Tuesday, 17 August 2021 at 11:35 UTC.

The requested start date was Tuesday, 17 August 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 13-day, 11-hour, 35-minute period from Tuesday, 03 August 2021 at 00:51 UTC to Monday, 16 August 2021 at 12:27 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 : 4596
Unique Edges : 2802
Edges With Duplicates : 4292
Total Edges : 7094
Number of Edge Types : 5
Tweet : 498
Retweet : 1592
MentionsInRetweet : 2049
Replies to : 831
Mentions : 2124
Self-Loops : 538
Reciprocated Vertex Pair Ratio : 0.0052757793764988
Reciprocated Edge Ratio : 0.0104961832061069
Connected Components : 937
Single-Vertex Connected Components : 248
Maximum Vertices in a Connected Component : 557
Maximum Edges in a Connected Component : 1438
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.352672
Graph Density : 0.000198497818512763
Modularity : 0.611866
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,596 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 Tuesday, 17 August 2021 at 11:35 UTC.

The requested start date was Tuesday, 17 August 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 13-day, 11-hour, 35-minute period from Tuesday, 03 August 2021 at 00:51 UTC to Monday, 16 August 2021 at 12:27 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-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:
[16] https://virologyj.biomedcentral.com/articles/10.1186/1743-422X-2-69
[8] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41564-020-00789-5
[8] https://twitter.com/un4yRFGlfQRAIZD/status/1424166769124548608
[7] https://pubmed.ncbi.nlm.nih.gov/22536382/
[7] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2294-9%3Ffbclid%3DIwAR3Ox6SzgGOuUc593UgEXxJoZ8bawu51m-KGr59pISTRgcvLH2fDvyPX9xI
[7] https://www.drrobertyoung.com/so/e6NiNM5zU?languageTag=en&cid=358afa82-ecc1-428d-985a-d03c33565d3d#/main
[6] https://canal7salta.com/2021/07/27/argentina-audio-el-dr-andres-gonzalez-balcarce-nos-explica-que-gracias-a-una-modificacion-de-la-ley-de-vacunacion-esta-deja-de-ser-obligatoria/
[6] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3335060/
[6] https://www.drrobertyoung.com/post/freedom-of-information-responses-on-cov-2
[5] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2550-z

Top URLs in Tweet in G1:
[5] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Fcell-reports%2Ffulltext%2FS2211-1247%2821%2901080-9%3Fdgcid%3Draven_jbs_aip_email&rc=0
[5] https://genomediscovery.org/2017/12/combinatorial-antiviral-therapy-cat-metformin-the-widely-used-drug-in-the-treatment-of-tiidm-inhibits-hepatitis-bc-dengue-zika-ebola-hiv-1-mtb-malaria-cmv-influenza-h1ni1-respirat/
[4] https://genomediscovery.org/2019/09/who-taught-dog-to-sunbathe-to-get-rid-of-infections-and-why-you-should-do-too-sunshine-vitamin-functions-as-a-broad-spectrum-anti-infective-agent-calcitriol-cholecalciferol-1/
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41564-020-00789-5
[2] https://www.stocktitan.net/news/SRNE/sorrento-announces-promising-results-in-a-publication-detailing-of-qnizo2ele4hv.html
[2] https://stateofthenation.co/?p=77517
[2] https://www.news-medical.net/news/20210809/Flavonoid-based-inhibitors-targeting-SARS-CoV-3CL-protease-for-the-treatment-of-SARS-CoV-2-infection.aspx
[2] https://www.documentcloud.org/documents/20793561-leopold-nih-foia-anthony-fauci-emails
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5389864/
[2] https://www.biorxiv.org/cgi/content/short/2021.08.11.455903v1

Top URLs in Tweet in G2:
[7] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2294-9%3Ffbclid%3DIwAR3Ox6SzgGOuUc593UgEXxJoZ8bawu51m-KGr59pISTRgcvLH2fDvyPX9xI
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41591-020-0820-9
[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://rumble.com/vjvous-masterclass-2.html

Top URLs in Tweet in G4:
[1] https://twitter.com/lpmitchellrtr/status/1404945905225289731

Top URLs in Tweet in G5:
[1] https://virologyj.biomedcentral.com/articles/10.1186/1743-422X-2-69

Top URLs in Tweet in G8:
[1] https://genomemedicine.biomedcentral.com/articles/10.1186/s13073-021-00943-6
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8102436/
[1] https://www.researchgate.net/publication/264390220_Antibody-dependent_SARS_coronavirus_infection_is_mediated_by_antibodies_against_spike_proteins
[1] https://twitter.com/ScienceMagazine/status/1314635514763522048
[1] https://twitter.com/sanchak74/status/1424568704243703811
[1] https://advances.sciencemag.org/lookup/doi/10.1126/sciadv.abc9999?utm_campaign=SciMag&utm_source=JHubbard&utm_medium=Twitter
[1] https://www.sciencemag.org/sites/default/files/Shi%20Zhengli%20Q%26A.pdf
[1] https://skyw.io/4jX8rx
[1] https://twitter.com/surgeon_general/status/1244020292365815809

Top URLs in Tweet in G9:
[15] https://virologyj.biomedcentral.com/articles/10.1186/1743-422X-2-69
[3] https://www.youtube.com/watch?v=zDa-5qjURLY&feature=youtu.be
[2] https://www.youtube.com/watch?v=BG7_jYfsQws&feature=youtu.be

[1] https://www.aap.com.au/no-evidence-of-delayed-killswitch-in-mrna-vaccines/
[1] https://fullfact.org/online/covid-vaccine-animal-testing/
[1] https://www.youtube.com/watch?v=Ydm5K5HGeus&feature=youtu.be

[1] https://www.youtube.com/watch?v=ssApeG-FBCU&feature=youtu.be

[1] https://www.youtube.com/watch?v=ko12fH4VUDw&feature=youtu.be

[1] https://www.scmp.com/news/hong-kong/health-environment/article/3092868/coronavirus-university-hong-kong-dismisses

Top URLs in Tweet in G10:
[7] https://www.drrobertyoung.com/so/e6NiNM5zU?languageTag=en&cid=358afa82-ecc1-428d-985a-d03c33565d3d#/main
[1] https://twitter.com/TheNicholasSams/status/1423464131869483012
[1] https://twitter.com/maybe60794885/status/1423572288759283714

Top Domains
Top Domains in Tweet in Entire Graph:
[89] twitter.com
[53] nih.gov
[35] nature.com
[21] biomedcentral.com
[14] youtube.com
[13] maghreb-post.de
[13] drrobertyoung.com
[10] elsevierhealth.com
[10] genomediscovery.org
[7] plos.org

Top Domains in Tweet in G1:
[35] twitter.com
[16] nih.gov
[10] genomediscovery.org
[7] nature.com
[5] biorxiv.org
[5] elsevierhealth.com
[2] google.com
[2] stocktitan.net
[2] plos.org
[2] stateofthenation.co

Top Domains in Tweet in G2:
[9] nature.com
[1] rumble.com

Top Domains in Tweet in G4:
[1] twitter.com

Top Domains in Tweet in G5:
[1] biomedcentral.com

Top Domains in Tweet in G8:
[3] twitter.com
[2] sciencemag.org
[1] biomedcentral.com
[1] nih.gov
[1] researchgate.net
[1] skyw.io

Top Domains in Tweet in G9:
[15] biomedcentral.com
[8] youtube.com
[1] com.au
[1] fullfact.org
[1] scmp.com

Top Domains in Tweet in G10:
[7] drrobertyoung.com
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[23] covid19
[21] hugodejonge
[10] كورونا
[10] covid
[7] sarscov2
[7] scoop
[7] breaking
[7] geimpften
[6] whøwillpay
[6] villaclara



Top Hashtags in Tweet in G1:
[7] covid19
[5] sinvacunaznohayregreso
[5] covid
[3] vaccinationcovid
[2] vaccineenhancedcovid
[2] corona
[2] coronavirus
[2] sarscov2
[2] remdesivir
[2] tocilizumab

Top Hashtags in Tweet in G3:
[1] me
[1] longcovid

Top Hashtags in Tweet in G4:
[7] geimpften
[3] covid
[2] impfpflicht
[1] lockdowns
[1] fauci
[1] covidisnotover
[1] vaccine
[1] vaccinepassport
[1] trump

Top Hashtags in Tweet in G6:
[21] hugodejonge

Top Hashtags in Tweet in G8:
[1] sars2
[1] covid19

Top Hashtags in Tweet in G9:
[1] sars_cov_2
[1] sars_cov
[1] pcr

Top Hashtags in Tweet in G10:
[6] whøwillpay
[1] madashellfire

Top Words
Top Words in Tweet in Entire Graph:
[2993] sars
[2900] cov
[868] gt
[670] virus
[319] covid
[262] human
[256] 19
[228] coronavirus
[211] 2005
[210] study

Top Words in Tweet in G1:
[392] sars
[391] cov
[66] covid
[61] virus
[51] 19
[29] mers
[20] respiratory
[20] coronavirus
[19] human
[19] anti

Top Words in Tweet in G2:
[51] cov
[42] sars
[16] mcfunny
[16] wendyorent
[15] rescue
[13] boastira
[13] kathmarval
[13] alex_on_a14
[13] rtheatheist
[13] kayvonpaul

Top Words in Tweet in G3:
[853] gt
[171] virus
[170] ebv
[170] cytomegalovirus
[170] ross
[170] river
[170] enterovirus
[170] human
[170] herpesvirus
[170] sars

Top Words in Tweet in G4:
[119] neuartig
[118] sars
[118] cov
[111] angeblich
[111] dadurch
[104] g3nius
[104] antikörper
[102] igg
[102] iga
[100] widerlegt

Top Words in Tweet in G5:
[107] 2005
[107] study
[107] scientists
[107] centers
[107] disease
[107] control
[107] published
[107] reputable
[107] virology
[107] journal

Top Words in Tweet in G6:
[109] tweetlelidy
[91] probeer
[90] ik
[90] verhaal
[89] patenten
[89] tijdlijn
[89] dr
[89] david
[89] martin
[89] lopen

Top Words in Tweet in G7:
[84] cmoh
[84] evidencia
[84] material
[84] proporcionar
[84] sr
[84] king
[84] defensa
[84] básicamente
[84] significa
[83] zaskabot

Top Words in Tweet in G8:
[112] cov
[110] sars
[20] predicted
[17] ayjchan
[17] infected
[14] theseeker268
[13] virus
[12] ratg13
[12] patients
[11] affinity

Top Words in Tweet in G9:
[49] sars
[49] cov
[17] study
[17] virus
[16] vaccines
[16] covid
[16] 19
[16] 2005
[16] scientists
[16] cdc

Top Words in Tweet in G10:
[22] nø
[14] 2021
[9] freedom
[9] information
[9] responses
[9] sars
[9] cov
[9] 19
[9] countries
[9] usa

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2688] sars,cov
[202] covid,19
[171] virus,gt
[170] ebv,gt
[170] gt,cytomegalovirus
[170] cytomegalovirus,gt
[170] gt,ross
[170] ross,river
[170] river,virus
[170] gt,enterovirus

Top Word Pairs in Tweet in G1:
[362] sars,cov
[43] covid,19
[23] cov,sars
[21] mers,cov
[21] cov,virus
[15] virus,sars
[12] respiratory,syndrome
[12] cov,mers
[11] cov,infection
[10] severe,acute

Top Word Pairs in Tweet in G2:
[39] sars,cov
[26] cov,sars
[12] work,involving
[12] involving,rescue
[12] rescue,characterization
[12] characterization,recombinant
[12] recombinant,mers
[12] mers,cov
[12] cov,performed
[12] performed,biosafety

Top Word Pairs in Tweet in G3:
[171] virus,gt
[170] ebv,gt
[170] gt,cytomegalovirus
[170] cytomegalovirus,gt
[170] gt,ross
[170] ross,river
[170] river,virus
[170] gt,enterovirus
[170] enterovirus,gt
[170] gt,human

Top Word Pairs in Tweet in G4:
[118] sars,cov
[111] cov,angeblich
[111] angeblich,neuartig
[102] igg,iga
[102] iga,antikörper
[100] dadurch,widerlegt
[100] widerlegt,indem
[94] neuartig,ebenso
[94] ebenso,dadurch
[93] indem,erkrankten

Top Word Pairs in Tweet in G5:
[107] 2005,study
[107] study,scientists
[107] scientists,centers
[107] centers,disease
[107] disease,control
[107] control,published
[107] published,reputable
[107] reputable,virology
[107] virology,journal
[106] jamesgrickards,2005

Top Word Pairs in Tweet in G6:
[89] ik,probeer
[89] probeer,patenten
[89] patenten,tijdlijn
[89] tijdlijn,dr
[89] dr,david
[89] david,martin
[89] martin,lopen
[89] lopen,checken
[89] checken,tot
[89] tot,dusverre

Top Word Pairs in Tweet in G7:
[84] cmoh,evidencia
[84] evidencia,material
[84] material,proporcionar
[84] proporcionar,sr
[84] sr,king
[84] king,defensa
[84] defensa,básicamente
[84] básicamente,significa
[83] zaskabot,cmoh
[9] sars,cov

Top Word Pairs in Tweet in G8:
[97] sars,cov
[15] cov,sars
[11] antibodies,serum
[11] serum,samples
[11] samples,patients
[11] patients,infected
[11] infected,during
[11] during,2003
[11] 2003,sars
[11] cov,outbreak

Top Word Pairs in Tweet in G9:
[49] sars,cov
[16] covid,19
[16] 2005,study
[16] study,scientists
[16] scientists,cdc
[16] cdc,published
[16] published,reputable
[16] reputable,virology
[16] virology,journal
[16] journal,chloroquine

Top Word Pairs in Tweet in G10:
[9] freedom,information
[9] information,responses
[9] responses,sars
[9] sars,cov
[9] cov,19
[9] 19,countries
[9] countries,usa
[8] nø,virûs
[8] virûs,nø
[8] nø,væccine

Top Replied-To
Top Replied-To in Entire Graph:
@adriandix
@gosia2015bis
@alex_on_a14
@genocidejabs
@dvg36870310
@knitcave1
@libertasve
@apomes79
@women_truths
@ayjchan

Top Replied-To in G1:

Top Replied-To in G2:
@alex_on_a14
@mad_hatter_87
@freedomiswhy
@nototyranny1
@moravec_tomas
@edenfieldpl
@tokidok42078559
@rtheatheist
@chrisjohnsonmd
@someonejusta

Top Replied-To in G4:
@jedi_knight_jo
@wolfgan74394099
@argonerd
@manaf12hassan
@gedankenstich
@patrici60345749
@shomburg

Top Replied-To in G8:
@ayjchan
@franciscodeasis
@babarlelephant
@theseeker268
@zhihuachen
@alexisbadenmaye
@emmecola
@krylormaximus
@acritschristoph
@americannablunt

Top Replied-To in G9:
@cgdispatch
@invisiblelad007
@ryanlauer18
@investbg
@_z__
@job22233
@proftimnoakes
@bigfatsurprise
@laurenboebert
@in2deeps

Top Replied-To in G10:
@bb_scats
@verumbellator1
@texashotmomma
@johnisdannysdad
@stargazen67

Top Mentioned
Top Mentioned in Entire Graph:
@aarsil0
@tweetlelidy
@jamesgrickards
@g3nius
@zaskabot
@jaimeraulmolina
@luisrobertotf
@raulhora2020
@tapirestepario
@sylvianet1

Top Mentioned in G1:
@sixandlaura
@mark_mlo
@ajamalkhani
@leonagarcox
@joe_bruad
@copymaco

Top Mentioned in G2:
@wendyorent
@mcfunny
@boastira
@kathmarval
@kayvonpaul
@swedishchf
@mdrisette
@iainmulady
@rtheatheist
@browningneelyn

Top Mentioned in G3:
@aarsil0

Top Mentioned in G4:
@g3nius
@praeventionszen
@zaffaro
@wir_klaeren_auf
@wolfgan74394099
@manaf12hassan
@scallynancy
@shomburg
@argonerd

Top Mentioned in G5:
@jamesgrickards
@theseeker268

Top Mentioned in G6:
@tweetlelidy

Top Mentioned in G7:
@zaskabot
@jledezmah26
@nomascne

Top Mentioned in G8:
@ayjchan
@theseeker268
@sanchak74
@daoyu15
@stuartjdneil
@atomskssanakan
@billybostickson
@danielprantner
@franciscodeasis
@monarahalkar

Top Mentioned in G9:
@youtube
@pierrekory
@covid19critical
@louisaclary
@michael93001214
@therightmelissa
@melindahouse8
@proftimnoakes
@gigliotti007
@covid19crusher

Top Mentioned in G10:
@zivaviva
@verumbellator1
@6ft7300
@jd61205
@madpatriot65
@pr0650
@lmckinstry65
@twizzler_21
@sandy4409
@raptorman3

Top Tweeters
Top Tweeters in Entire Graph:
@s9tmt
@united
@pparzival
@independent
@inabster
@lizditz
@thehill
@menabster
@patriot_girl_tx
@pairsonnalitesn

Top Tweeters in G1:
@pairsonnalitesn
@2am_eu
@blackphysicists
@pairsonnalitesd
@idntimes
@sri9011
@mauriciowolf13
@barbiebrox
@iamleroyjonesjr
@comequelites

Top Tweeters in G2:
@lizditz
@doritmi
@scepticalaussie
@_mamadeb
@tony__heller
@edenfieldpl
@wjack76995
@takethatct
@frankdelia7
@mcfunny

Top Tweeters in G3:
@thewaterflea
@pippaliciousj
@ms73
@noahtzedek
@abelbishoph
@vonhitchofen
@3tomatoesshort
@dr_mz13
@mariasale8
@anaemic_royalty

Top Tweeters in G4:
@pparzival
@klinierung
@hackenstad
@rove_we
@connyro_bln
@safe_id35
@123lenchen
@ijc24
@olejanson
@hrdronline

Top Tweeters in G5:
@43a6f0ce5dac4ea
@trollcolors
@patriot_val
@kemaliz66
@catherine_lcp
@me_sheer_
@rottenbanana101
@loyddaroyd
@robuk1234
@gladyssmith_cat

Top Tweeters in G6:
@nelliejs501
@anjamekenkamp
@rinushoogstad
@berttaling
@ron_zcnh
@srdeoz
@berghonig
@dwalingen
@annekejaartsve2
@19langedijk48

Top Tweeters in G7:
@barandaand
@gesanda
@losemarrp
@victordiscovery
@sindo56027912
@ctoro1962
@mgicafe
@mfrancia98
@cc9d4e5f3cf34f8
@norvisogallan

Top Tweeters in G8:
@bassaces1
@trdisoprtr
@dopaminergic13
@americannablunt
@iamsick_ular
@2manyofus
@atomskssanakan
@_hoeman
@nailbomb3
@billybostickson

Top Tweeters in G9:
@giancarlogarci6
@rlamartini
@banthebbc
@proftimnoakes
@khemeticchurch
@shannonjoyradio
@gidmk
@_z__
@kksheld
@lowianin

Top Tweeters in G10:
@keith0sta
@zegdie
@cbrnetaskforce
@1lucyhannah
@badlady59
@pr0650
@gianis_1
@patriot3651
@sandy4409
@twnkltwinkle


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