SARS-COV, Twitter, 12/6/2021 12:17:22 PM, 267731


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SARS-COV_2021-12-06_02-33-39.xlsx
SARS-COV_2021-12-06_02-33-39.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 06, 2021
Short Description:
SARS-COV via NodeXL https://bit.ly/3IoMSz2
@r_h_ebright
@anonimaktivista
@pawley_robert
@chris_f_carson
@jsaholmes
@daoyu15
@nickmmark
@lizditz
@pastormnunez
@ayjchan

Top hashtags:
#covid19
#omicron
#sarscov2
#covid
#eltequeño
#longcovid
#coronavirus
#cuba

Description:
Description
The graph represents a network of 3,728 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 Monday, 06 December 2021 at 10:37 UTC.

The requested start date was Monday, 06 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, 51-minute period from Monday, 22 November 2021 at 01:12 UTC to Sunday, 05 December 2021 at 12:03 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 : 3728
Unique Edges : 2573
Edges With Duplicates : 2972
Total Edges : 5545
Number of Edge Types : 5
Replies to : 688
Mentions : 1694
Retweet : 1126
MentionsInRetweet : 1526
Tweet : 511
Self-Loops : 552
Reciprocated Vertex Pair Ratio : 0.00774082568807339
Reciprocated Edge Ratio : 0.0153627311522048
Connected Components : 788
Single-Vertex Connected Components : 215
Maximum Vertices in a Connected Component : 241
Maximum Edges in a Connected Component : 684
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.544874
Graph Density : 0.0002529822395672
Modularity : 0.652399
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,728 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 Monday, 06 December 2021 at 10:37 UTC.

The requested start date was Monday, 06 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, 51-minute period from Monday, 22 November 2021 at 01:12 UTC to Sunday, 05 December 2021 at 12:03 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:
[11] https://fluoridefreepeel.ca/
[10] https://www.elnacional.com/ciencia-tecnologia/darle-al-virus-donde-mas-le-duele-los-dos-nuevos-antivirales-contra-sars-cov/
[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] https://www.ncbi.nlm.nih.gov/sites/ppmc/articles/PMC3323399/
[4] https://fos-sa.org/?p=1596
[4] https://www.nature.com/articles/s41366-021-01016-9
[4] https://archive.md/h9wYK

Top URLs in Tweet in G1:
[4] https://fos-sa.org/?p=1596
[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
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41564-020-00789-5

Top URLs in Tweet in G2:
[4] https://www.ncbi.nlm.nih.gov/sites/ppmc/articles/PMC3323399/
[4] https://archive.md/h9wYK
[3] https://blast.ncbi.nlm.nih.gov/Blast.cgi?CMD=Get&RID=RYK1BJUY013
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8109199/
[1] https://en.m.wikipedia.org/wiki/Virulence_factor
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanmic%2Farticle%2FPIIS2666-5247%2821%2900174-9%2Ffulltext&rc=0
[1] https://www.selectagents.gov/resources/sagrams/2021.htm
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-01541-z
[1] https://my.absa.org/tiki-index.php?page=Riskgroups&default%5bcontent%5d=coronaviridae
[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

Top URLs in Tweet in G4:
[2] https://clinicaltrials.gov/ct2/show/NCT00533741
[1] https://patents.justia.com/patent/7279327

Top URLs in Tweet in G6:
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7254783/
[1] https://www.rekombiotech.com/es/antigenos/humanos/np-ntd

Top URLs in Tweet in G7:
[1] https://politiken.dk/udland/art8499147/13-af-61-smittede-p%C3%A5-fly-fra-Sydafrika-er-bekr%C3%A6ftet-smittet-med-Omikron-variant?shareToken=0_WG_PAAl0Yw
[1] https://www.sciencedirect.com/science/article/pii/S0166354220302011
[1] https://pubmed.ncbi.nlm.nih.gov/33544398/

Top URLs in Tweet in G9:
[1] https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0035421
[1] https://www.frontiersin.org/articles/10.3389/fcimb.2021.768993/full
[1] https://twitter.com/borghi_claudio/status/1462736906559672321

Top URLs in Tweet in G10:
[1] https://twitter.com/boutaour/status/1462081826680455169

Top Domains
Top Domains in Tweet in Entire Graph:
[76] twitter.com
[56] nih.gov
[24] elnacional.com
[20] ertnews.gr
[17] sporadestv.com
[17] blogspot.com
[12] nature.com
[11] fluoridefreepeel.ca
[11] maghreb-post.de
[7] elsevierhealth.com

Top Domains in Tweet in G1:
[27] twitter.com
[17] blogspot.com
[17] sporadestv.com
[16] ertnews.gr
[14] nih.gov
[6] astratv.gr
[4] elnacional.com
[4] fos-sa.org
[3] nature.com
[3] efectozac.com

Top Domains in Tweet in G2:
[13] nih.gov
[5] archive.md
[3] twitter.com
[1] wikipedia.org
[1] elsevierhealth.com
[1] selectagents.gov
[1] nature.com
[1] absa.org
[1] federalregister.gov
[1] biorxiv.org

Top Domains in Tweet in G4:
[2] clinicaltrials.gov
[1] justia.com

Top Domains in Tweet in G6:
[1] nih.gov
[1] rekombiotech.com

Top Domains in Tweet in G7:
[1] politiken.dk
[1] sciencedirect.com
[1] nih.gov

Top Domains in Tweet in G9:
[1] plos.org
[1] frontiersin.org
[1] twitter.com

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[12] covid19
[8] omicron
[7] sarscov2
[5] covid
[5] eltequeño
[5] longcovid
[4] coronavirus
[4] cuba
[3] congresosmne21
[3] preguntaseriosa



Top Hashtags in Tweet in G1:
[7] covid19
[3] coronavirus
[2] covid
[2] 2019ncov
[2] sarscov2
[1] purificateursdair
[1] covidisairborne
[1] vih
[1] pasaportenazi
[1] impfen

Top Hashtags in Tweet in G2:
[3] sarscov2
[1] covid19

Top Hashtags in Tweet in G4:
[1] nomorefear

Top Hashtags in Tweet in G7:
[2] vitamind
[1] covid19
[1] misinformation
[1] mettemink

Top Hashtags in Tweet in G9:
[1] variantesudafricana
[1] approvazione
[1] vaccino

Top Words
Top Words in Tweet in Entire Graph:
[2675] sars
[2652] cov
[490] virus
[217] variante
[180] secuencia
[159] mers
[158] pcr
[152] covid
[145] original
[140] prueba

Top Words in Tweet in G1:
[419] cov
[416] sars
[63] η
[63] των
[59] δήμο
[52] virus
[37] με
[36] εξέλιξη
[36] νέων
[36] μολύνσεων

Top Words in Tweet in G2:
[269] sars
[268] cov
[80] r_h_ebright
[69] chimeric
[58] very
[43] hhs
[41] ayjchan
[41] select
[39] viruses
[37] virulence

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

Top Words in Tweet in G4:
[15] sars
[14] burgerlab12
[14] cov
[12] andylumm
[12] adevotedyogi
[12] wjack76995
[12] tierrahenson
[12] bill20538001
[12] markmcdougall13
[12] nyob7714

Top Words in Tweet in G5:
[6] sars
[4] cov
[4] bigrakadoc
[3] fillmorewhite
[3] johndublin10
[3] bubbasranch
[3] 4clearsky
[3] chimera414
[3] glenncarr6
[3] jimdtweet

Top Words in Tweet in G6:
[179] secuencia
[103] virus
[99] martinasisters
[89] deduce
[89] ello
[89] original
[89] aislado
[89] natural
[89] sino
[89] preparada

Top Words in Tweet in G7:
[21] sars
[20] cov
[10] og
[8] det
[8] ikke
[7] n625662
[7] hiv
[7] virus
[6] har
[5] 100

Top Words in Tweet in G8:
[3] oceanbluesques
[3] spacklemunkey
[3] hispearlgurl
[3] kennedyq888
[3] fwe1991
[3] evamitc96151653
[3] chelleb30315998
[3] johnt26891103
[2] ravisin40647486
[2] dis

Top Words in Tweet in G9:
[71] sars
[63] cov
[26] rianimatrice
[15] sono
[13] anticorpi
[10] dreqvenge2020
[10] dei
[9] non
[8] condividono
[8] genomi

Top Words in Tweet in G10:
[30] potion
[17] magique
[17] ce
[16] par
[15] troisième
[15] dose
[15] qualifiée
[15] davidpujadas
[15] question
[15] experts

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2497] sars,cov
[295] cov,sars
[134] mers,cov
[131] rep,dom
[131] dom,necesita
[131] necesita,pedir
[131] pedir,turistas
[131] turistas,prueba
[131] prueba,pcr
[131] pcr,antígeno

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

Top Word Pairs in Tweet in G2:
[264] sars,cov
[91] cov,sars
[66] cov,chimeric
[40] r_h_ebright,hhs
[35] chimeric,viruses
[34] viruses,resulting
[34] sounds,very
[34] very,specific
[34] specific,someone
[34] someone,created

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

Top Word Pairs in Tweet in G4:
[14] sars,cov
[12] markmcdougall13,nyob7714
[7] pawley_robert,rtheatheist
[7] andylumm,lydiapyrs
[7] lydiapyrs,adevotedyogi
[7] adevotedyogi,bill20538001
[7] bill20538001,tierrahenson
[7] tierrahenson,burgerlab12
[7] burgerlab12,markmcdougall13
[7] nyob7714,wjack76995

Top Word Pairs in Tweet in G5:
[4] sars,cov
[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] fillmorewhite,harvard2h

Top Word Pairs in Tweet in G6:
[89] deduce,ello
[89] ello,secuencia
[89] secuencia,original
[89] original,aislado
[89] aislado,natural
[89] natural,virus
[89] virus,sino
[89] sino,secuencia
[89] secuencia,preparada
[88] martinasisters,deduce

Top Word Pairs in Tweet in G7:
[20] sars,cov
[7] hiv,sars
[5] n625662,100
[5] 100,fauci
[5] fauci,baric
[5] baric,inserted
[5] inserted,hiv
[5] cov,create
[5] create,monster
[5] monster,trying

Top Word Pairs in Tweet in G8:
[3] oceanbluesques,spacklemunkey
[3] spacklemunkey,hispearlgurl
[3] hispearlgurl,kennedyq888
[3] kennedyq888,fwe1991
[3] fwe1991,evamitc96151653
[3] evamitc96151653,chelleb30315998
[3] chelleb30315998,johnt26891103
[2] ravisin40647486,oceanbluesques

Top Word Pairs in Tweet in G9:
[63] sars,cov
[26] rianimatrice,sars
[8] cov,sars
[8] cov,condividono
[8] condividono,genomi
[8] genomi,proteomi
[8] proteomi,studio
[8] studio,rivelato
[8] rivelato,gli
[8] gli,anticorpi

Top Word Pairs in Tweet in G10:
[17] potion,magique
[15] troisième,dose
[15] dose,qualifiée
[15] qualifiée,potion
[15] magique,par
[15] par,davidpujadas
[15] davidpujadas,question
[15] question,experts
[15] experts,ce
[15] ce,potion

Top Replied-To
Top Replied-To in Entire Graph:
@fanpage
@mrnegromilitant
@tg67210
@cappsie
@dcgreenzone1
@divizio1
@chris_f_carson
@skynews
@cartabellotta
@reportrai3

Top Replied-To in G2:
@gregkoblentz
@jackdempsey2_2
@seeshawn
@cartwreck
@fitterhappieraj
@earth___crisis
@ntvpodcast
@mrandersoninneo
@paulbuckhk
@centristxtreme

Top Replied-To in G4:
@cappsie
@dcgreenzone1
@takethatct
@burgerlab12
@andylumm
@jsaholmes
@thesecretsarah

Top Replied-To in G5:
@fillmorewhite
@malo_j
@johndublin10

Top Replied-To in G6:
@martinasisters
@dr_pilgrim

Top Replied-To in G7:
@chris_f_carson
@ealeorah
@igumrasmussen
@lafemme_bambina
@n625662
@torshammer50
@denmarkkirstine
@connyr0mer
@749joanie

Top Replied-To in G8:
@oceanbluesques

Top Replied-To in G9:
@fanpage
@cartabellotta
@reportrai3
@risatonicola
@sonperplessa
@marta_pellizzi
@madforfree
@intuslegens
@doluccia16
@gaiatortora

Top Replied-To in G10:
@funnyvalle
@perrinmarc7
@sylarsyber

Top Mentioned
Top Mentioned in Entire Graph:
@pastormnunez
@martinasisters
@r_h_ebright
@nickmmark
@ayjchan
@drpguerin
@franceinter
@tegarut
@banounhelene
@zinclaudio

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

Top Mentioned in G2:
@r_h_ebright
@ayjchan
@daoyu15
@baobaoxiaoliao
@tony_vandongen
@biophysicsfl
@mrandersoninneo
@humblesci
@theseeker268
@stuartjdneil

Top Mentioned in G3:
@pastormnunez

Top Mentioned in G4:
@burgerlab12
@adevotedyogi
@wjack76995
@tierrahenson
@bill20538001
@markmcdougall13
@nyob7714
@andylumm
@mdrisette
@mcfunny

Top Mentioned in G5:
@bigrakadoc
@bubbasranch
@4clearsky
@chimera414
@glenncarr6
@jimdtweet
@sandcastle1975
@ericwil06256732
@harvard2h
@tragiicomedy

Top Mentioned in G6:
@martinasisters
@avogadrito

Top Mentioned in G7:
@n625662
@coiledrazor
@749joanie
@lonewieberg
@norremarkdk
@kelvinw40709444
@anonylyzer13
@nobulart
@followthylead
@krystianmarek11

Top Mentioned in G8:
@spacklemunkey
@hispearlgurl
@kennedyq888
@fwe1991
@evamitc96151653
@chelleb30315998
@johnt26891103
@ravisin40647486
@oceanbluesques
@t

Top Mentioned in G9:
@dreqvenge2020
@chancegardiner
@borghi_claudio
@eleonora_1964
@risatonicola
@m_fedriga
@mariogiordano5
@meta
@loregasperini
@albertobagnai

Top Mentioned in G10:
@davidpujadas
@boutaour
@24hpujadas
@idrissaberkane
@martinblachier
@lci
@amabipbip
@minerve20395602
@zanfr
@gaianova3

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@tokoroten510
@inabster
@limportant_fr
@lizditz
@rosenchild
@mulher_noticia
@menabster
@vetehugo
@msmwatchdog2013

Top Tweeters in G1:
@troubleddays
@stigmabased
@astratv1
@southerngemgal
@castrofor
@agrinio24gr
@detegrpatras
@patty21_rincon
@sporadestv
@canyon_type_r

Top Tweeters in G2:
@rosenchild
@bassaces1
@demiurgotuiter
@arbara0728b
@barryjwoods
@bichikota
@ayrshirebog
@larryboorstein
@whywouldyou_uk
@prometheusgreen

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

Top Tweeters in G4:
@lizditz
@adevotedyogi
@doritmi
@_mamadeb
@tony__heller
@denutrients
@stahlzart
@wjack76995
@takethatct
@jsaholmes

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

Top Tweeters in G6:
@vetehugo
@elalam_vnz
@rkastrejon
@gesanda
@plivestrong
@manu_k_tala
@noemirosvalenc2
@kikorron9
@josecedeno5
@valsurbio

Top Tweeters in G7:
@mimitexasangel
@dusofabulous
@stlhandyman
@lafemme_bambina
@muni1312
@frank61pc
@kctaz
@fakehistoryhunt
@anonylyzer13
@alftupper5

Top Tweeters in G8:
@santanamary
@roar_liny
@fwe1991
@grouchog
@rdrake1948
@godstrojanhorse
@lenk_jackie
@tp_ukmingelane
@c64761187
@shvod5ldmjxivlp

Top Tweeters in G9:
@efisio31251859
@agenzia_ansa
@albertobagnai
@borghi_claudio
@shopenauerwho
@fanpage
@todorov_denis
@doluccia16
@missypippi
@solounastella

Top Tweeters in G10:
@actusnonstop
@babs_cat33
@minerve20395602
@sev14423512
@leonidas57535
@lci
@lilasolovski
@idrissaberkane
@arikouts
@rosedeb_


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