SARS-COV, Twitter, 12/4/2021 12:56:56 AM, 267468


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SARS-COV_2021-12-03_02-18-02.xlsx
SARS-COV_2021-12-03_02-18-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 04, 2021
Short Description:
SARS-COV via NodeXL https://bit.ly/32YndNj
@boutaour
@r_h_ebright
@davidpujadas
@jsaholmes
@24hpujadas
@chtidit1
@nickmmark
@pastormnunez
@agrebiqueen
@lizditz

Top hashtags:
#covid19
#longcovid
#eltequeño
#corona
#opinionescompletas
#coronavirus
#cuba
#covid

Description:
Description
The graph represents a network of 3,558 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 Friday, 03 December 2021 at 10:21 UTC.

The requested start date was Friday, 03 December 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, 10-hour, 59-minute period from Friday, 19 November 2021 at 01:11 UTC to Thursday, 02 December 2021 at 12:10 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 : 3558
Unique Edges : 2494
Edges With Duplicates : 3071
Total Edges : 5565
Number of Edge Types : 5
Replies to : 653
MentionsInRetweet : 1727
Retweet : 1161
Mentions : 1544
Tweet : 480
Self-Loops : 514
Reciprocated Vertex Pair Ratio : 0.00772311212814645
Reciprocated Edge Ratio : 0.0153278455861482
Connected Components : 750
Single-Vertex Connected Components : 204
Maximum Vertices in a Connected Component : 303
Maximum Edges in a Connected Component : 803
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.272427
Graph Density : 0.000278370259468263
Modularity : 0.644356
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,558 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 Friday, 03 December 2021 at 10:21 UTC.

The requested start date was Friday, 03 December 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, 10-hour, 59-minute period from Friday, 19 November 2021 at 01:11 UTC to Thursday, 02 December 2021 at 12:10 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:
[10] https://www.elnacional.com/ciencia-tecnologia/darle-al-virus-donde-mas-le-duele-los-dos-nuevos-antivirales-contra-sars-cov/
[8] https://www.nature.com/articles/s41366-021-01016-9
[7] https://www.elnacional.com/ciencia-tecnologia/omicron-lo-que-no-sabemos-de-la-nueva-variante-del-sars-cov/
[7] https://www.elnacional.com/ciencia-tecnologia/darle-al-virus-donde-mas-le-duele-los-dos-nuevos-antivirales-contra-sars-cov/?utm_source=Twitter&utm_medium=Social&utm_campaign=social
[5] https://xn--eltequeo-j3a.com/omicron-lo-que-no-sabemos-de-la-nueva-variante-del-sars-cov/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[5] https://cinepop.com.br/critica-sars-cov-o-tempo-da-pandemia-documentario-nacional-sobre-a-pandemia-321376/?amp
[4] http://www.ertnews.gr/
[4] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4797993/
[4] https://www.ncbi.nlm.nih.gov/sites/ppmc/articles/PMC3323399/
[4] https://fos-sa.org/?p=1596

Top URLs in Tweet in G1:
[4] https://fos-sa.org/?p=1596
[4] http://www.ertnews.gr/
[3] https://www.ncbi.nlm.nih.gov/labs/pmc/articles/PMC7114441/
[3] http://EfectoZac.com
[2] https://awesomecapital.blogspot.com/2021/11/exposure-to-harmless-coronaviruses.html?spref=tw
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7141560/
[2] http://What.The.Fk
[2] https://www.elnacional.com/ciencia-tecnologia/omicron-lo-que-no-sabemos-de-la-nueva-variante-del-sars-cov/
[2] https://www.elnacional.com/ciencia-tecnologia/darle-al-virus-donde-mas-le-duele-los-dos-nuevos-antivirales-contra-sars-cov/
[2] https://twitter.com/musaaed_2/status/1359506593272971265?s=21

Top URLs in Tweet in G2:
[1] https://threadreaderapp.com/thread/1460799387869892611.html
[1] https://journals.sagepub.com/doi/full/10.1177/20499361211048572?fbclid=IwAR1XpHp1_Dabj_NS817YKAAq1lrKzyw5BrfTwNwFfpg6L7ZtDKYjhu-n2Vw&cookieSet=1
[1] https://twitter.com/boutaour/status/1462081826680455169
[1] https://patentimages.storage.googleapis.com/e0/4e/2e/09e238c87e2d20/EP1694829B1.pdf

Top URLs in Tweet in G4:
[4] https://archive.md/h9wYK
[4] https://www.ncbi.nlm.nih.gov/sites/ppmc/articles/PMC3323399/
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1212604/
[2] https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0232790
[2] https://www.cdc.gov/mmwr/preview/mmwrhtml/mm5241a2.htm
[2] https://www.sciencedirect.com/science/article/pii/S1876034120300010#fig0010
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8109199/
[1] https://www.biorxiv.org/content/10.1101/2021.11.10.467646v1.full
[1] https://cn.theaustralian.com.au/2021/05/10/52575/
[1] https://www.selectagents.gov/resources/sagrams/2021.htm

Top URLs in Tweet in G6:
[1] https://www.federalregister.gov/documents/2021/11/17/2021-25204/possession-use-and-transfer-of-select-agents-and-toxins-addition-of-sars-covsars-cov-2-chimeric
[1] https://www.ncbi.nlm.nih.gov/labs/pmc/articles/PMC1232869/
[1] https://www.please-wake-up.com/?s=Your+Antibodies+are+Probably+Better+than+the+Vaccination
[1] https://www.nottinghampost.com/news/uk-world-news/risk-covid-infection-double-vaccinated-6257203
[1] https://en.m.wikipedia.org/wiki/Virulence_factor
[1] https://www.ncbi.nlm.nih.gov/labs/pmc/articles/PMC1316022/
[1] https://twitter.com/RadCentrism/status/1422259585193181187
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2258931/
[1] https://twitter.com/R_H_Ebright/status/1463224005012299778

Top URLs in Tweet in G8:
[2] https://www.frontiersin.org/articles/10.3389/fcimb.2021.768993/full
[1] https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0035421
[1] https://twitter.com/borghi_claudio/status/1462736906559672321

Top URLs in Tweet in G9:
[2] https://patents.justia.com/patent/7279327
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2294-9

Top Domains
Top Domains in Tweet in Entire Graph:
[69] twitter.com
[47] nih.gov
[24] ertnews.gr
[24] elnacional.com
[18] nature.com
[17] sporadestv.com
[15] blogspot.com
[11] astratv.gr
[10] maghreb-post.de
[8] sciencedirect.com

Top Domains in Tweet in G1:
[26] twitter.com
[20] ertnews.gr
[17] sporadestv.com
[15] blogspot.com
[12] nih.gov
[11] astratv.gr
[4] elnacional.com
[4] fos-sa.org
[3] nature.com
[3] anaskopisi.gr

Top Domains in Tweet in G2:
[1] threadreaderapp.com
[1] sagepub.com
[1] twitter.com
[1] googleapis.com

Top Domains in Tweet in G4:
[8] nih.gov
[4] archive.md
[2] plos.org
[2] cdc.gov
[2] sciencedirect.com
[1] biorxiv.org
[1] com.au
[1] selectagents.gov

Top Domains in Tweet in G6:
[3] nih.gov
[2] twitter.com
[1] federalregister.gov
[1] please-wake-up.com
[1] nottinghampost.com
[1] wikipedia.org

Top Domains in Tweet in G8:
[2] frontiersin.org
[1] plos.org
[1] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[11] covid19
[8] longcovid
[5] eltequeño
[5] corona
[5] opinionescompletas
[4] coronavirus
[4] cuba
[4] covid
[3] sarscov2
[3] preguntaseriosa



Top Hashtags in Tweet in G1:
[8] covid19
[3] coronavirus
[2] 2019ncov
[1] dimartedì
[1] baudet
[1] fvd
[1] mundovelhosemporteira
[1] pmisolo
[1] pmiselalubantu
[1] pmisolobergeraklebih

Top Hashtags in Tweet in G2:
[5] longcovid

Top Hashtags in Tweet in G8:
[1] variantesudafricana
[1] approvazione
[1] vaccino

Top Hashtags in Tweet in G10:
[1] nomorefear

Top Words
Top Words in Tweet in Entire Graph:
[2564] sars
[2544] cov
[383] virus
[318] potion
[206] variante
[198] par
[182] ce
[167] question
[165] dose
[161] magique

Top Words in Tweet in G1:
[393] cov
[392] sars
[68] η
[68] των
[52] virus
[51] δήμο
[42] εξέλιξη
[42] νέων
[42] μολύνσεων
[42] πανελλαδικά

Top Words in Tweet in G2:
[308] potion
[174] par
[157] ce
[156] magique
[154] troisième
[154] dose
[154] qualifiée
[154] davidpujadas
[154] question
[154] experts

Top Words in Tweet in G3:
[131] turistas
[130] rep
[130] dom
[130] necesita
[130] pedir
[130] prueba
[130] pcr
[130] antígeno
[130] sars
[130] cov

Top Words in Tweet in G4:
[137] cov
[135] sars
[49] very
[38] ayjchan
[35] chimeric
[34] specific
[34] sars1
[34] sars2
[33] sounds
[33] someone

Top Words in Tweet in G5:
[4] bigrakadoc
[3] johndublin10
[3] bubbasranch
[3] 4clearsky
[3] chimera414
[3] glenncarr6
[3] jimdtweet
[3] sandcastle1975
[3] ericwil06256732
[2] tragiicomedy

Top Words in Tweet in G6:
[143] sars
[141] cov
[73] r_h_ebright
[41] hhs
[40] select
[35] chimeric
[34] viruses
[34] virulence
[32] resulting
[31] amending

Top Words in Tweet in G7:
[70] cov
[68] sars
[63] nickmmark
[63] metformin
[63] study
[63] inhibits
[63] replication
[62] anti
[62] vax
[62] crazies

Top Words in Tweet in G8:
[114] sars
[105] cov
[38] anticorpi
[33] condividono
[33] genomi
[33] proteomi
[33] studio
[33] rivelato
[33] gli
[31] chancegardiner

Top Words in Tweet in G9:
[12] tierrahenson
[12] burgerlab12
[10] andylumm
[10] adevotedyogi
[10] bill20538001
[10] markmcdougall13
[10] nyob7714
[10] wjack76995
[8] jsaholmes
[7] lydiapyrs

Top Words in Tweet in G10:
[8] sars
[7] cov
[4] takethatct
[3] dcgreenzone1
[3] thesecretsarah
[2] provaxtexan
[2] agoldsmithesq
[2] absolutegnosis
[2] liamkav
[2] andrewlazarus4

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2391] sars,cov
[303] cov,sars
[161] potion,magique
[159] troisième,dose
[159] dose,qualifiée
[159] qualifiée,potion
[159] magique,par
[159] par,davidpujadas
[159] davidpujadas,question
[159] question,experts

Top Word Pairs in Tweet in G1:
[374] sars,cov
[42] η,εξέλιξη
[42] εξέλιξη,των
[42] των,νέων
[42] νέων,μολύνσεων
[42] μολύνσεων,sars
[42] cov,πανελλαδικά
[42] πανελλαδικά,με
[42] με,μια
[42] μια,ματιά

Top Word Pairs in Tweet in G2:
[156] potion,magique
[154] troisième,dose
[154] dose,qualifiée
[154] qualifiée,potion
[154] magique,par
[154] par,davidpujadas
[154] davidpujadas,question
[154] question,experts
[154] experts,ce
[154] ce,potion

Top Word Pairs in Tweet in G3:
[130] rep,dom
[130] dom,necesita
[130] necesita,pedir
[130] pedir,turistas
[130] turistas,prueba
[130] prueba,pcr
[130] pcr,antígeno
[130] antígeno,sars
[130] sars,cov
[130] cov,ante

Top Word Pairs in Tweet in G4:
[129] sars,cov
[38] cov,sars
[35] cov,chimeric
[33] sounds,very
[33] very,specific
[33] specific,someone
[33] someone,created
[33] created,chimera
[33] chimera,sars1
[33] sars1,sars2

Top Word Pairs in Tweet in G5:
[3] johndublin10,bubbasranch
[3] bubbasranch,4clearsky
[3] 4clearsky,chimera414
[3] chimera414,glenncarr6
[3] glenncarr6,jimdtweet
[3] jimdtweet,sandcastle1975
[3] sandcastle1975,bigrakadoc
[3] bigrakadoc,ericwil06256732
[2] sars,cov
[2] kenneth72712993,johndublin10

Top Word Pairs in Tweet in G6:
[141] sars,cov
[54] cov,sars
[38] r_h_ebright,hhs
[33] chimeric,viruses
[32] cov,chimeric
[32] viruses,resulting
[31] hhs,amending
[31] amending,select
[31] select,agents
[31] agents,toxins

Top Word Pairs in Tweet in G7:
[68] sars,cov
[63] inhibits,sars
[63] cov,replication
[62] anti,vax
[62] vax,crazies
[62] crazies,embracing
[62] embracing,metformin
[62] metformin,miracle
[62] miracle,cure
[62] cure,study

Top Word Pairs in Tweet in G8:
[105] sars,cov
[33] cov,sars
[33] cov,condividono
[33] condividono,genomi
[33] genomi,proteomi
[33] studio,rivelato
[33] rivelato,gli
[33] gli,anticorpi
[31] chancegardiner,sars
[25] proteomi,nostro

Top Word Pairs in Tweet in G9:
[10] burgerlab12,markmcdougall13
[10] markmcdougall13,nyob7714
[8] nyob7714,wjack76995
[7] andylumm,lydiapyrs
[7] lydiapyrs,adevotedyogi
[7] adevotedyogi,bill20538001
[7] bill20538001,tierrahenson
[7] tierrahenson,burgerlab12
[6] jsaholmes,andylumm
[6] wjack76995,browning

Top Word Pairs in Tweet in G10:
[7] sars,cov
[2] aquavelvaboy,doritmi
[2] doritmi,puddlejumper358
[2] puddlejumper358,jimeeliberty
[2] kathmarval,tonybaduy
[2] tonybaduy,frankdelia7
[2] frankdelia7,batrock8
[2] batrock8,takethatct
[2] takethatct,skepticalmutant
[2] skepticalmutant,kolyin

Top Replied-To
Top Replied-To in Entire Graph:
@mrnegromilitant
@dcgreenzone1
@andylumm
@fanpage
@franciscodeasis
@saphirshine
@anastasiafennec
@reportrai3
@jygateau
@msai180

Top Replied-To in G2:
@medic4allhuman
@deconinckjason

Top Replied-To in G4:
@franciscodeasis
@stuartjdneil
@ozofperception
@ntvpodcast
@mrandersoninneo
@centristxtreme
@paulbuckhk
@drandytsun
@daoyu15
@nytimes

Top Replied-To in G5:
@malo_j
@johndublin10

Top Replied-To in G6:
@gregkoblentz
@earth___crisis
@cartwreck
@fitterhappieraj
@danielfooksart
@jackdempsey2_2

Top Replied-To in G7:
@grumpyolddoc
@nickmmark

Top Replied-To in G8:
@fanpage
@reportrai3
@delmastrosimone
@risatonicola
@sonperplessa
@marta_pellizzi
@cartabellotta
@madforfree
@intuslegens
@doluccia16

Top Replied-To in G9:
@andylumm
@wendyorent

Top Replied-To in G10:
@dcgreenzone1
@takethatct
@thesecretsarah

Top Mentioned
Top Mentioned in Entire Graph:
@davidpujadas
@boutaour
@pastormnunez
@r_h_ebright
@nickmmark
@drpguerin
@franceinter
@ayjchan
@banounhelene
@tegarut

Top Mentioned in G1:
@namikof
@pmisurakarta
@kabujiru
@cmencke
@fengler_paul
@southerngemgal
@fractalharry

Top Mentioned in G2:
@davidpujadas
@boutaour
@medic4allhuman
@flobga
@tomasoantonacci
@lci
@24hpujadas
@stopkorona2
@darkghost57
@onenick4

Top Mentioned in G3:
@pastormnunez

Top Mentioned in G4:
@ayjchan
@daoyu15
@baobaoxiaoliao
@r_h_ebright
@billybostickson
@muller_lab
@franciscodeasis
@michaelworobey
@theseeker268
@mattwridley

Top Mentioned in G5:
@bigrakadoc
@bubbasranch
@4clearsky
@chimera414
@glenncarr6
@jimdtweet
@sandcastle1975
@ericwil06256732
@tragiicomedy
@kenneth72712993

Top Mentioned in G6:
@r_h_ebright
@cartwreck
@fitterhappieraj
@davidmanheim
@stgoldst
@jbloom_lab
@angie_rasmussen
@kesvelt
@ggronvall
@neva9257

Top Mentioned in G7:
@nickmmark
@jljcolorado

Top Mentioned in G8:
@chancegardiner
@dreqvenge2020
@borghi_claudio
@eleonora_1964
@risatonicola
@meta
@m_fedriga
@mariogiordano5
@master65
@___claudias___

Top Mentioned in G9:
@tierrahenson
@burgerlab12
@adevotedyogi
@bill20538001
@markmcdougall13
@nyob7714
@wjack76995
@jsaholmes
@andylumm
@lydiapyrs

Top Mentioned in G10:
@provaxtexan
@agoldsmithesq
@absolutegnosis
@liamkav
@andrewlazarus4
@aquavelvaboy
@doritmi
@puddlejumper358
@jimeeliberty
@kathmarval

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@tokoroten510
@inabster
@limportant_fr
@lizditz
@mulher_noticia
@thehill
@menabster
@sonialavera
@msmwatchdog2013

Top Tweeters in G1:
@troubleddays
@stigmabased
@astratv1
@southerngemgal
@castrofor
@sporadestv
@taxispanos
@cb_television
@absolen6
@shayanebd

Top Tweeters in G2:
@sylvita30
@actusnonstop
@laizet2
@mfennormandie
@afpfr
@domjdom
@astsof
@delalande72
@4litanglilou67
@babs_cat33

Top Tweeters in G3:
@nvl1987
@mr_jeffry
@wrgenao
@hectorherrerac
@diegoruscitti
@chusosaruiz
@angelantoniod
@raysacruzzz
@rafaelread
@yamm_mt

Top Tweeters in G4:
@bassaces1
@demiurgotuiter
@nytimes
@lissnup
@barryjwoods
@kindeandtrue
@whywouldyou_uk
@prometheusgreen
@zeynep
@gmwatch

Top Tweeters in G5:
@kareshy_masu
@symonsez13
@robmeekel
@oscarswild1
@applelaw1sandra
@angel_13_rising
@geraldkutney
@chimera414
@dawntj90
@fillmorewhite

Top Tweeters in G6:
@arbara0728b
@bichikota
@larryboorstein
@lolamotz
@mbalter
@danielfooksart
@jojones2762
@aliceoutthere
@christosargyrop
@abundantlanduse

Top Tweeters in G7:
@lizditz
@tomo_hiko
@wolveriffverine
@ikhwansolveig
@pash22
@drshahrul80
@scepticalaussie
@casualcactii
@kithseer
@ecobard

Top Tweeters in G8:
@sonialavera
@efisio31251859
@borghi_claudio
@shopenauerwho
@alessandro1846
@fanpage
@todorov_denis
@doluccia16
@missypippi
@solounastella

Top Tweeters in G9:
@adevotedyogi
@wjack76995
@jsaholmes
@edventure9
@wendyorent
@rodfair2
@alex_on_a14
@djdave2020
@sampsonramm
@nyob7714

Top Tweeters in G10:
@doritmi
@_mamadeb
@tony__heller
@denutrients
@takethatct
@mcfunny
@frankdelia7
@carlsmythe
@questauthority
@andrewlazarus4


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