SARS-COV, Twitter, 10/30/2021 3:41:39 PM, 265122


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SARS-COV_2021-10-30_03-36-01.xlsx
SARS-COV_2021-10-30_03-36-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 30, 2021
Short Description:
SARS-COV via NodeXL https://bit.ly/3Cyx9tU
@charlie3593
@jsaholmes
@maxdelvallee
@oshodhayansats1
@hopebegley
@billybostickson
@crabb_vicki
@ydeigin
@godsearth1
@4clearsky

Top hashtags:
#vaccinationobligatoire
#covidpersistente
#covid19
#fauciliespeopledie
#studie

Description:
Description
The graph represents a network of 3,724 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 Saturday, 30 October 2021 at 10:39 UTC.

The requested start date was Saturday, 30 October 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, 10-hour, 26-minute period from Saturday, 16 October 2021 at 01:33 UTC to Friday, 29 October 2021 at 11:59 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 : 3724
Unique Edges : 1996
Edges With Duplicates : 4109
Total Edges : 6105
Number of Edge Types : 5
Retweet : 1713
MentionsInRetweet : 2015
Replies to : 606
Mentions : 1376
Tweet : 395
Self-Loops : 431
Reciprocated Vertex Pair Ratio : 0.00893355667225014
Reciprocated Edge Ratio : 0.0177089097952407
Connected Components : 586
Single-Vertex Connected Components : 156
Maximum Vertices in a Connected Component : 655
Maximum Edges in a Connected Component : 1481
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.439812
Graph Density : 0.000260666631468737
Modularity : 0.59766
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,724 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 Saturday, 30 October 2021 at 10:39 UTC.

The requested start date was Saturday, 30 October 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, 10-hour, 26-minute period from Saturday, 16 October 2021 at 01:33 UTC to Friday, 29 October 2021 at 11:59 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:
[36] https://onlinelibrary.wiley.com/doi/10.1111/cns.13737?cookieSet=1
[13] https://www.frontiersin.org/articles/10.3389/fphar.2021.707205/full
[10] https://welovetrump.com/2021/10/18/2005-study-from-nih-library-chloroquine-is-effective-in-preventing-the-spread-of-sars-cov/
[6] https://twitter.com/publicsenat/status/1448331160661241862
[4] https://pubmed.ncbi.nlm.nih.gov/22536382/
[4] http://www.ertnews.gr/
[4] https://genuineprospect.com/2021/10/14/sars-cov-2-the-beginning/
[4] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fnm.3985
[4] https://twitter.com/PostOpinions/status/1449393647494082574
[4] https://www.hindustantimes.com/cities/lucknow-news/33-districts-in-uttar-pradesh-are-now-covid-free-state-govt-101631267966925.html

Top URLs in Tweet in G1:
[1] https://twitter.com/valnevase/status/1449963794743107585

Top URLs in Tweet in G2:
[4] https://twitter.com/PostOpinions/status/1449393647494082574
[2] https://twitter.com/HoustonChron/status/1449766176880529411
[1] https://pubmed.ncbi.nlm.nih.gov/33544398/
[1] https://virologyj.biomedcentral.com/articles/10.1186/1743-422X-2-69
[1] https://twitter.com/CNN/status/1449468698012573698
[1] https://twitter.com/HoustonChron/status/1449525609215008769
[1] https://twitter.com/Grav1/status/1449827978268053506
[1] https://twitter.com/dallasnews/status/1449814724363755520
[1] https://twitter.com/DrLeanaWen/status/1450222820089282561
[1] https://twitter.com/ConceptualJames/status/1449448921894461447

Top URLs in Tweet in G4:
[4] http://www.ertnews.gr/
[3] https://welovetrump.com/2021/10/18/2005-study-from-nih-library-chloroquine-is-effective-in-preventing-the-spread-of-sars-cov/
[2] https://twitter.com/publicsenat/status/1448331160661241862
[2] https://twitter.com/Charlie3593/status/1449385001825472512
[2] https://pubmed.ncbi.nlm.nih.gov/22536382/
[1] https://www.linkedin.com/posts/bettina-heidecker-750612ba_heterologous-sars-cov-2-booster-vaccinations-activity-6854953573751500800-Boz4
[1] https://anwaltsblogs.de/t/schutz-bevoelkerung-infektionen-id2201350
[1] https://twitter.com/Awakend_Citizen/status/1449366263487090703
[1] https://twitter.com/canalccore2/status/1449399759027019779
[1] https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0035421

Top URLs in Tweet in G5:
[13] https://www.frontiersin.org/articles/10.3389/fphar.2021.707205/full
[1] https://wwwnc.cdc.gov/eid/article/27/9/21-1042_article
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2851497/
[1] https://gilbertlab.com/neutraceuticals/quercetin/antiviral-effects-of-quercetin-zinc-ionophore/

Top URLs in Tweet in G6:
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fnm.3985
[2] https://archive.md/QanYk
[1] https://journals.asm.org/doi/10.1128/JVI.01774-19?cookieSet=1
[1] https://www.documentcloud.org/documents/21089573-priority-grants-for-foia-request-55058-first-look-institute-2_redacted
[1] https://www.science.org/doi/10.1126/science.1087139?cookieSet=1
[1] https://www.pnas.org/content/113/11/3048
[1] https://twitter.com/jfjulien/status/1414503475954782208
[1] https://twitter.com/AtomsksSanakan/status/1417167598890987521
[1] https://www.selectagents.gov/sat/list.htm
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7111780/

Top URLs in Tweet in G7:
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-017-07766-9

Top URLs in Tweet in G9:
[2] 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

Top Domains
Top Domains in Tweet in Entire Graph:
[81] twitter.com
[37] nih.gov
[36] wiley.com
[32] ertnews.gr
[19] nature.com
[17] astratv.gr
[13] frontiersin.org
[12] sporadestv.com
[12] maghreb-post.de
[10] welovetrump.com

Top Domains in Tweet in G1:
[1] twitter.com

Top Domains in Tweet in G2:
[17] twitter.com
[1] nih.gov
[1] biomedcentral.com
[1] asm.org

Top Domains in Tweet in G4:
[27] twitter.com
[27] ertnews.gr
[17] astratv.gr
[12] nih.gov
[12] sporadestv.com
[4] nature.com
[3] linkedin.com
[3] welovetrump.com
[2] enfasiscomunicaciones.com
[2] sciencedirect.com

Top Domains in Tweet in G5:
[13] frontiersin.org
[1] cdc.gov
[1] nih.gov
[1] gilbertlab.com

Top Domains in Tweet in G6:
[3] twitter.com
[3] nih.gov
[2] nature.com
[2] archive.md
[1] asm.org
[1] documentcloud.org
[1] science.org
[1] pnas.org
[1] selectagents.gov
[1] arxiv.org

Top Domains in Tweet in G7:
[1] nature.com

Top Domains in Tweet in G9:
[2] nature.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[61] vaccinationobligatoire
[36] covidpersistente
[19] covid19
[9] fauciliespeopledie
[8] studie
[8] corona
[8] totimpfstoff
[8] impfstoff
[8] antikörpern
[8] enfermería



Top Hashtags in Tweet in G2:
[9] fauciliespeopledie
[2] vitamind
[1] whythelies

Top Hashtags in Tweet in G3:
[1] kinderschutz

Top Hashtags in Tweet in G4:
[3] vaccinationobligatoire
[3] coronavirus
[2] kimmich
[1] novaccinepassportanywhere
[1] nonaupassedelahonte
[1] novaccinepassports
[1] wewillnotcomply
[1] iwillnotcomply
[1] nogreenpass
[1] freedom

Top Hashtags in Tweet in G6:
[1] pandemic
[1] threat

Top Hashtags in Tweet in G7:
[1] wuhan

Top Hashtags in Tweet in G8:
[55] vaccinationobligatoire
[2] directsénat
[2] sénat
[1] covid19

Top Words
Top Words in Tweet in Entire Graph:
[2433] cov
[2418] sars
[417] vaccin
[399] efficacité
[399] celle
[398] traditionnel
[398] valneva
[398] démontre
[398] essai
[398] supérieure

Top Words in Tweet in G1:
[397] vaccin
[397] traditionnel
[397] valneva
[397] démontre
[397] essai
[397] efficacité
[397] supérieure
[397] celle
[397] astrazeneca
[396] maxdelvallee

Top Words in Tweet in G2:
[301] effects
[289] sars
[288] cells
[284] cov
[279] antiviral
[277] infection
[276] hydroxycholoquine
[276] strong
[276] inhibitory
[274] cdc

Top Words in Tweet in G3:
[165] sars
[165] cov
[163] postcovid
[162] uniklinikum
[162] bonn
[162] sucht
[162] studie
[162] 25
[162] 75jährige
[162] nachgewiesen

Top Words in Tweet in G4:
[297] sars
[297] cov
[51] των
[50] η
[39] πανελλαδικά
[38] νέων
[38] μολύνσεων
[37] virus
[35] εξέλιξη
[32] με

Top Words in Tweet in G5:
[85] sars
[83] cov
[82] scientists
[82] found
[79] glycyrrhizin
[78] effective
[78] against
[41] 2003
[41] 2020
[40] early

Top Words in Tweet in G6:
[102] cov
[101] sars
[28] spike
[25] stuartjdneil
[18] kesvelt
[18] wiv1
[17] jfjulien
[17] antgduarte
[17] infection
[17] mjnanostretch

Top Words in Tweet in G7:
[110] cov
[77] sars
[47] coronaviruses
[34] infection
[34] 2002
[33] two
[33] mers
[33] emerged
[33] 03
[33] 2012

Top Words in Tweet in G8:
[110] contre
[109] voix
[59] cov
[58] sars
[55] rejette
[55] proposition
[55] loi
[55] #vaccinationobligatoire
[55] 262
[54] publicsenat

Top Words in Tweet in G9:
[9] cov
[7] sars
[5] wendyorent
[3] browningneelyn
[3] alex_on_a14
[3] barryjohnreid21
[3] mcfunny
[3] ghoppe
[3] burgerlab12
[3] sassygirld1

Top Words in Tweet in G10:
[84] lasst
[42] verunsichern
[42] eure
[42] kinder
[42] impfen
[42] einzige
[42] schutz
[42] covid
[42] 19
[41] danielalitzlba1

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2296] sars,cov
[398] vaccin,traditionnel
[398] traditionnel,valneva
[398] valneva,démontre
[398] démontre,essai
[398] essai,efficacité
[398] efficacité,supérieure
[398] supérieure,celle
[398] celle,astrazeneca
[397] maxdelvallee,vaccin

Top Word Pairs in Tweet in G1:
[397] vaccin,traditionnel
[397] traditionnel,valneva
[397] valneva,démontre
[397] démontre,essai
[397] essai,efficacité
[397] efficacité,supérieure
[397] supérieure,celle
[397] celle,astrazeneca
[396] maxdelvallee,vaccin
[2] sars,cov

Top Word Pairs in Tweet in G2:
[284] sars,cov
[277] cov,infection
[276] hydroxycholoquine,strong
[276] strong,antiviral
[276] antiviral,effects
[276] effects,sars
[273] 2005,hydroxycholoquine
[271] cdc,2005
[264] cells,inhibitory
[255] charlie3593,cdc

Top Word Pairs in Tweet in G3:
[165] sars,cov
[162] uniklinikum,bonn
[162] bonn,sucht
[162] sucht,studie
[162] studie,postcovid
[162] postcovid,25
[162] 25,75jährige
[162] 75jährige,nachgewiesen
[162] nachgewiesen,sars
[162] cov,infizierte

Top Word Pairs in Tweet in G4:
[280] sars,cov
[38] των,νέων
[38] νέων,μολύνσεων
[38] μολύνσεων,sars
[38] cov,πανελλαδικά
[35] η,εξέλιξη
[35] εξέλιξη,των
[31] πανελλαδικά,με
[31] με,μια
[31] μια,ματιά

Top Word Pairs in Tweet in G5:
[83] sars,cov
[82] scientists,found
[78] found,glycyrrhizin
[78] glycyrrhizin,effective
[78] effective,against
[78] against,sars
[41] 2003,scientists
[40] cov,early
[40] early,2020
[21] 2020,2021

Top Word Pairs in Tweet in G6:
[90] sars,cov
[14] mediated,infection
[12] rossana38510044,mrandersoninneo
[11] past_is_future,mjnanostretch
[11] mjnanostretch,jfjulien
[11] jfjulien,dmoulding
[10] kesvelt,menachery
[10] cleavage,site
[9] furin,cleavage
[8] moreover,sars

Top Word Pairs in Tweet in G7:
[77] sars,cov
[33] two,coronaviruses
[33] coronaviruses,infection
[33] infection,sars
[33] cov,mers
[33] mers,cov
[33] cov,emerged
[33] emerged,2002
[33] 2002,03
[33] 03,2012

Top Word Pairs in Tweet in G8:
[58] sars,cov
[55] rejette,proposition
[55] proposition,loi
[55] loi,#vaccinationobligatoire
[55] #vaccinationobligatoire,contre
[55] contre,sars
[55] cov,262
[55] 262,voix
[55] voix,contre
[54] contre,64

Top Word Pairs in Tweet in G9:
[7] sars,cov
[4] cov,sars
[3] josiejobee,farrishimo
[3] nyob7714,bat92799926
[3] bat92799926,themarcam
[3] themarcam,tampa_egret
[3] tampa_egret,fredwibblington
[3] fredwibblington,kathmarval
[3] kathmarval,gtabiadon
[3] gtabiadon,swedishchf

Top Word Pairs in Tweet in G10:
[42] lasst,verunsichern
[42] verunsichern,lasst
[42] lasst,eure
[42] eure,kinder
[42] kinder,impfen
[42] impfen,einzige
[42] einzige,schutz
[42] schutz,covid
[42] covid,19
[41] danielalitzlba1,lasst

Top Replied-To
Top Replied-To in Entire Graph:
@randpaul
@kenductor
@stuartjdneil
@debunk_the_funk
@david32856757
@f_philippot
@zhihuachen
@antgduarte
@michaelpicd
@doctormacias

Top Replied-To in G1:
@pinsollet

Top Replied-To in G2:
@749joanie
@grav1
@anthony06511880

Top Replied-To in G3:
@tomimackakroni
@janboehm
@klickmichi

Top Replied-To in G5:
@paul_seamons
@lifestylemanoz
@elstonegutters
@sookyblessingtn
@rmiller79154074
@pinoy_g_
@gascon13gascon
@rick_pittman
@abbykadebby
@fifi_borgia

Top Replied-To in G6:
@stuartjdneil
@antgduarte
@zhihuachen
@centristxtreme
@jfjulien
@ydeigin
@mjnanostretch
@tony_vandongen
@atomskssanakan
@dmoulding

Top Replied-To in G7:
@randpaul
@debunk_the_funk
@markmeadows
@nytimes
@kgseventhrees
@yvespdb
@yaliberty
@newsmax
@tati_vict
@yahoonews

Top Replied-To in G8:
@bpsmithuk
@anthlaf5

Top Replied-To in G9:
@goneskiing48
@wendyorent
@burgerlab12
@alex_on_a14

Top Mentioned
Top Mentioned in Entire Graph:
@maxdelvallee
@charlie3593
@isabelruland
@publicsenat
@ericrweinstein
@danielalitzlba1
@mera_cordero
@papercakes
@dvx_ardorensis
@arrobaiago

Top Mentioned in G1:
@maxdelvallee
@fjacotin

Top Mentioned in G2:
@charlie3593
@drleanawen
@highpeaks77
@ms_duckworth
@sebastianhantel
@749joanie
@govabbott
@cdc
@cdcdirector

Top Mentioned in G3:
@isabelruland
@risklayer
@fraurektorin
@berater_1
@janboehm
@corneliusroemer
@ft
@jburnmurdoch

Top Mentioned in G4:
@_edgarfriendly
@pi_always
@auinsoumise
@chicone12
@6yutcy6g1wspxp8
@drlboominathan
@titktatan
@randomies

Top Mentioned in G5:
@godsearth1
@top_muppetries
@bitcoinbookshop
@academicshards
@mcfunny
@empireloyalists
@cooljamm55
@tony__heller
@tonybaduy
@liamkav

Top Mentioned in G6:
@stuartjdneil
@kesvelt
@jfjulien
@mjnanostretch
@antgduarte
@ayjchan
@past_is_future
@mrandersoninneo
@daoyu15
@dmoulding

Top Mentioned in G7:
@breitbartnews
@randpaul
@mentju4
@profvrr
@senjohnkennedy
@yvespdb
@somabrouk
@jim_jordan
@yahoonews
@brendahackney3

Top Mentioned in G8:
@publicsenat
@laurence_in_eu
@gauchemafia
@bozduguay
@bncaroline1
@francoislegault
@pierre_lavoie

Top Mentioned in G9:
@browningneelyn
@barryjohnreid21
@mcfunny
@wendyorent
@ghoppe
@sassygirld1
@temple_surly
@mdrisette
@rtheatheist
@kayvonpaul

Top Mentioned in G10:
@danielalitzlba1
@pbern12
@isabelruland

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@danielpilotte1
@inabster
@billm9
@el_universal_mx
@caligirlleftie
@southwestair
@lizditz
@thehill
@menabster

Top Tweeters in G1:
@madrynha2012
@chani_bayle
@franckylarafale
@teppdude
@nausicalibre
@mfennormandie
@mi1789
@thierryrouby
@philippecombaut
@boxcalf1

Top Tweeters in G2:
@inabster
@caligirlleftie
@menabster
@monty_chadha
@rkastrejon
@putzie63
@ericmoo91919605
@julie34479
@rishi_iitr
@mjc_cook

Top Tweeters in G3:
@michael_kunz
@birgitlissowsky
@ft
@grisu1805
@thesismum
@sevillanadirndl
@backtopaco
@rembrandt1405
@angela_3110_
@telesabbie

Top Tweeters in G4:
@astratv1
@ioannina24
@kokikokiya
@sporadestv
@iweller_health
@bichikota
@lucia98624147
@rechtsuniversum
@bettycjung
@prisma916

Top Tweeters in G5:
@luigi_warren
@doritmi
@_mamadeb
@tony__heller
@fifi_borgia
@godfrey28482926
@takethatct
@sookyblessingtn
@mcfunny
@conceptualjames

Top Tweeters in G6:
@bassaces1
@scorpiotiger77
@charlesbledford
@kraus_read
@fluxcapdoodah
@pause76
@hopebegley
@atomskssanakan
@who
@carlzimmer

Top Tweeters in G7:
@nytimes
@tati_vict
@yvespdb
@yahoonews
@tinresistagain
@breitbartnews
@newsmax
@sebgorka
@junecasagrande
@yaliberty

Top Tweeters in G8:
@danielpilotte1
@altai_armande
@paulpaul49
@atcoco2017
@agargmd
@sarahmkf
@hiraran01
@bozduguay
@publicsenat
@smithoocoo

Top Tweeters in G9:
@lizditz
@takethatdarwin
@wjack76995
@jsaholmes
@wendyorent
@rodfair2
@davidsirias1
@alex_on_a14
@nyob7714
@andylumm

Top Tweeters in G10:
@lizzysnewsdude
@creation_2011
@wien_zehn
@shirleyinaktiv
@pbern12
@pascoda
@knutogris
@simontschannett
@rkainers
@holgergelhausen


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