SARS-COV, Twitter, 4/10/2021 3:01:59 PM, 252538


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SARS-COV_2021-04-10_03-36-02.xlsx
SARS-COV_2021-04-10_03-36-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 10, 2021
Short Description:
SARS-COV via NodeXL https://bit.ly/3a2Sm2S
@robinmonottibis
@alexandrajalva4
@monaghaaskycom1
@sharpiedj
@farah_barbara
@peterre76976220
@theseeker268
@r_h_ebright
@rubic3n
@bidolinicola

Top hashtags:
#covid19
#sarscov2
#44285
#coronavirus
#proteccióncivilsomostodos

Description:
Description
The graph represents a network of 3,723 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, 10 April 2021 at 10:42 UTC.

The requested start date was Saturday, 10 April 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, 13-hour, 32-minute period from Saturday, 27 March 2021 at 00:05 UTC to Friday, 09 April 2021 at 13:37 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 : 3723
Unique Edges : 2528
Edges With Duplicates : 3234
Total Edges : 5762
Number of Edge Types : 5
Tweet : 587
Retweet : 1272
MentionsInRetweet : 1641
Replies to : 675
Mentions : 1587
Self-Loops : 620
Reciprocated Vertex Pair Ratio : 0.0122022080185938
Reciprocated Edge Ratio : 0.0241102181400689
Connected Components : 856
Single-Vertex Connected Components : 257
Maximum Vertices in a Connected Component : 629
Maximum Edges in a Connected Component : 1568
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 7.348449
Graph Density : 0.000251425163559863
Modularity : 0.625417
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 3,723 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, 10 April 2021 at 10:42 UTC.

The requested start date was Saturday, 10 April 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, 13-hour, 32-minute period from Saturday, 27 March 2021 at 00:05 UTC to Friday, 09 April 2021 at 13:37 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:
[40] https://somich.cl/seminario-de-actualizacion-variantes-sars-cov-2-conceptos-e-impacto/
[25] https://www.collaborationacts.com/article-2825/New-study-suggests-toddlers-are-at-high-risk-of-being-%E2%80%9Csilent-spreaders-of-SARS-CoV2-Infection%E2%80%9D.html
[15] https://www.pnas.org/content/112/30/9436
[13] https://diagnostics.roche.com/jp/ja/products/params/cobas-sars-cov-2-test.html
[13] https://www.info.pmda.go.jp/downfiles/md/PDF/700025/700025_13B1X00201000056_A_01_04.pdf
[12] https://www.wakenbtech.co.jp/product/post-18906
[8] https://regionalsantiago.cl/seminario-de-actualizacion-variantes-sars-cov-2-conceptos-e-impacto/
[7] https://www.news-medical.net/news/20210401/Temperature-difference-in-the-upper-and-lower-respiratory-tract-influences-SARS-CoV-2-replication.aspx
[7] https://journals.plos.org/plosbiology/article?id=10.1371/journal.pbio.3001158
[7] https://factuel.afp.com/cette-etude-de-2005-ne-demontre-pas-lefficacite-de-la-chloroquine-contre-le-covid

Top URLs in Tweet in G1:
[3] http://idepsalud.org/teresa-forcades-karina-acevedo-conferencia-actualizada-vacunas-contra-el-sars-cov-2/
[3] https://genomediscovery.org/2018/10/taming-microbial-infections-with-anti-tapeworm-drugs-niclosamide-trade-name-niclocide-fenasal-phenasal-an-anti-tapeworm-drug-inhibits-hepatitis-b-c-dengue-zika-ebola-h/
[2] https://journals.plos.org/plosone/doi?id=10.1371/journal.pbio.3001158
[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
[2] http://ai-vres.blogspot.com/2021/03/sars-cov-2-293.html
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7112629/
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3335060/
[2] https://github.com/Project-Evidence/project-evidence.github.io/issues/12
[2] https://pubmed.ncbi.nlm.nih.gov/18077725/
[2] https://virologyj.biomedcentral.com/articles/10.1186/s12985-015-0422-1

Top URLs in Tweet in G2:
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2F3302479
[3] https://drive.google.com/drive/folders/1Bdz7_ZJFHdXPEeAKjcQxFd_qe-sheOlh
[2] https://twitter.com/Rossana38510044/status/1312412494380568578
[2] https://archive.is/lRekw
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7141560/
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC222911
[1] https://journals.plos.org/plosbiology/article?id=10.1371/journal.pbio.3001158
[1] https://www.fic.nih.gov/News/GlobalHealthMatters/september-october-2013/Pages/sars-bat-human-transmission.aspx
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2258702/
[1] https://twitter.com/thelonevirologi/status/1377339317937303553

Top URLs in Tweet in G3:
[1] https://www.fluoridefreepeel.ca/fois-reveal-that-health-science-institutions-around-the-world-have-no-record-of-sars-cov-2-isolation-purification/

Top URLs in Tweet in G4:
[3] https://twitter.com/SorenSchifter/status/1378626553479827456
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41579-020-00462-y

Top URLs in Tweet in G6:
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41579-020-00462-y
[2] https://doctors4covidethics.medium.com/rebuttal-letter-to-european-medicines-agency-from-doctors-for-covid-ethics-april-1-2021-7d867f0121e
[2] https://www.m633.com/
[1] https://twitter.com/Covid19Critical/status/1378730223634644995
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7131583/
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4369385/

Top URLs in Tweet in G8:
[4] https://journals.plos.org/plosbiology/article?id=10.1371/journal.pbio.3001158
[2] https://academic.oup.com/occmed/advance-article/doi/10.1093/occmed/kqab034/6176307
[1] https://threadreaderapp.com/thread/1375828587639627779.html

Top URLs in Tweet in G9:
[1] https://elpais.com/sociedad/2021-03-30/el-director-de-la-oms-pide-mas-estudios-sobre-la-posibilidad-de-que-el-coronavirus-escapara-de-un-laboratorio-en-wuhan.html

Top URLs in Tweet in G10:
[40] https://somich.cl/seminario-de-actualizacion-variantes-sars-cov-2-conceptos-e-impacto/
[2] https://regionalsantiago.cl/seminario-de-actualizacion-variantes-sars-cov-2-conceptos-e-impacto/
[1] https://www.youtube.com/watch?v=BIYhniCgrrM&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[79] twitter.com
[54] nih.gov
[40] somich.cl
[25] collaborationacts.com
[24] nature.com
[18] maghreb-post.de
[16] plos.org
[15] pnas.org
[14] roche.com
[13] go.jp

Top Domains in Tweet in G1:
[32] twitter.com
[19] nih.gov
[12] sporadestv.com
[9] eidisis24.gr
[9] astratv.gr
[5] nature.com
[4] facebook.com
[4] gelocal.it
[3] idepsalud.org
[3] biomedcentral.com

Top Domains in Tweet in G2:
[7] nih.gov
[7] twitter.com
[4] nature.com
[4] google.com
[3] archive.is
[2] plos.org
[2] biorxiv.org
[1] cdc.gov
[1] elsevierhealth.com
[1] arxiv.org

Top Domains in Tweet in G3:
[1] fluoridefreepeel.ca

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

Top Domains in Tweet in G6:
[3] nature.com
[2] medium.com
[2] m633.com
[2] nih.gov
[1] twitter.com

Top Domains in Tweet in G8:
[4] plos.org
[2] oup.com
[1] threadreaderapp.com

Top Domains in Tweet in G9:
[1] elpais.com

Top Domains in Tweet in G10:
[40] somich.cl
[2] regionalsantiago.cl
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[24] covid19
[19] sarscov2
[17] 44285
[10] coronavirus
[10] proteccióncivilsomostodos
[10] salatécnicadeinformaciónestratégica
[9] america
[9] serviryayudar
[8] canada
[7] europa



Top Hashtags in Tweet in G1:
[7] covid19
[4] coronavirus
[4] sarscov2
[3] corona
[2] france
[2] covid_19
[2] sars
[2] gesundheit
[2] kommunales
[2] landkreisforchheim

Top Hashtags in Tweet in G2:
[2] sars
[1] sarscov2
[1] covid19

Top Hashtags in Tweet in G4:
[4] covid19
[3] coronavirus
[3] corona
[2] covid_19
[2] sarscov2
[1] dkpol
[1] dkmedier
[1] sundpol
[1] covid19dk
[1] coronadk

Top Hashtags in Tweet in G5:
[1] fuerzaalberto

Top Hashtags in Tweet in G8:
[3] sars
[3] sarscov2
[3] plosbiology

Top Hashtags in Tweet in G9:
[2] gercekgundemplandemi
[2] salgınyokyalanvar
[1] misionbarrioadentro18aniversario
[1] cubasalvavidas

Top Words
Top Words in Tweet in Entire Graph:
[2964] sars
[2872] cov
[392] virus
[301] covid
[192] 19
[177] coronavirus
[139] vaccine
[138] mers
[125] 2019
[121] pandemia

Top Words in Tweet in G1:
[409] sars
[393] cov
[60] virus
[56] covid
[48] 19
[35] coronavirus
[29] νέες
[29] μολύνσεις
[29] αναλυτικοί
[29] πίνακες

Top Words in Tweet in G2:
[171] sars
[157] cov
[22] virus
[20] billybostickson
[17] theseeker268
[16] rolandbakeriii
[15] time
[14] more
[13] coronavirus
[13] epidemic

Top Words in Tweet in G3:
[17] sars
[16] cov
[8] swedishchf
[8] mcfunny
[8] kstateturk
[7] micro
[7] boastira
[7] markmcdougall13
[7] kathmarval
[6] nyob7714

Top Words in Tweet in G4:
[214] sars
[214] cov
[107] 87
[107] 75
[85] sorenschifter
[82] med
[47] genome
[47] identical
[47] higher
[47] human

Top Words in Tweet in G5:
[80] 10
[80] diciembre
[80] 2019
[80] asumió
[80] descansó
[80] arreglar
[80] desastre
[80] dejó
[80] pandemia
[79] yanivfranco87

Top Words in Tweet in G6:
[103] sars
[98] cov
[66] antibody
[66] dependent
[66] enhancement
[66] ade
[66] protein
[63] robinmonottibis
[49] specific
[49] antibodies

Top Words in Tweet in G7:
[13] sars
[13] cov
[10] virus
[8] flmirones
[6] miedo
[5] causa
[4] tv
[3] existe
[3] gente
[3] tienes

Top Words in Tweet in G8:
[34] sars
[33] respiratory
[32] temperature
[31] cov
[29] plosbiology
[29] hotter
[29] lower
[29] tract
[29] upper
[29] dijkmanronald

Top Words in Tweet in G9:
[20] sars
[18] cov
[10] cdiabejales
[10] jornada
[10] médica
[10] pesquisaje
[10] test
[10] rapido
[10] central
[10] hidroeléctrica

Top Words in Tweet in G10:
[56] cov
[55] sars
[53] seminario
[53] actualización
[53] variantes
[53] conceptos
[53] impacto
[40] _somich
[11] exponen
[11] ricardo

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2708] sars,cov
[161] cov,sars
[155] covid,19
[91] mers,cov
[90] variantes,sars
[85] sorenschifter,sars
[81] cov,mers
[80] 10,diciembre
[80] diciembre,2019
[80] 2019,asumió

Top Word Pairs in Tweet in G1:
[373] sars,cov
[46] covid,19
[29] νέες,μολύνσεις
[29] μολύνσεις,sars
[29] αναλυτικοί,πίνακες
[28] cov,αναλυτικοί
[26] cov,sars
[12] coronavirus,sars
[12] virus,sars
[10] cov,covid

Top Word Pairs in Tweet in G2:
[141] sars,cov
[11] cdc,predicts
[11] predicts,july
[11] july,2005
[11] 2005,events
[11] events,indicate
[11] indicate,sars
[11] sars,epidemic
[11] epidemic,recur
[11] recur,time

Top Word Pairs in Tweet in G3:
[16] sars,cov
[5] and_nothingelse,hcornea
[5] monstatofu,houseofgab
[5] chrisjohnsonmd,lysandergrant
[5] awithonelison,_mamadeb
[5] kayvonpaul,stopvaxxedlies
[5] stopvaxxedlies,beckyjohnson222
[5] beckyjohnson222,death_is_final
[5] death_is_final,macbaird13
[5] macbaird13,100dianne

Top Word Pairs in Tweet in G4:
[214] sars,cov
[85] sorenschifter,sars
[47] genome,87
[47] 87,identical
[47] identical,sars
[47] cov,higher
[47] higher,75
[47] 75,human
[47] human,coronaviruses
[47] coronaviruses,see

Top Word Pairs in Tweet in G5:
[80] 10,diciembre
[80] diciembre,2019
[80] 2019,asumió
[80] asumió,descansó
[80] descansó,arreglar
[80] arreglar,desastre
[80] desastre,dejó
[80] dejó,pandemia
[79] yanivfranco87,10
[79] pandemia,macris

Top Word Pairs in Tweet in G6:
[98] sars,cov
[66] antibody,dependent
[66] dependent,enhancement
[66] enhancement,ade
[66] cov,protein
[63] robinmonottibis,antibody
[49] protein,specific
[49] specific,antibodies
[34] ade,sars
[34] antibodies,elicit

Top Word Pairs in Tweet in G7:
[13] sars,cov
[2] causa,sars
[2] flmirones,parece
[2] parece,increíble
[2] increíble,actuación
[2] actuación,médicos
[2] médicos,periodistas
[2] periodistas,políticos
[2] políticos,tv
[2] tv,hablan

Top Word Pairs in Tweet in G8:
[29] hotter,lower
[29] lower,respiratory
[29] respiratory,tract
[29] tract,upper
[29] upper,dijkmanronald
[29] dijkmanronald,profvolkerthiel
[29] profvolkerthiel,co
[29] co,show
[29] show,temperature
[28] sars,cov

Top Word Pairs in Tweet in G9:
[18] sars,cov
[10] jornada,médica
[10] médica,pesquisaje
[10] pesquisaje,test
[10] test,rapido
[10] rapido,sars
[10] cov,central
[10] central,hidroeléctrica
[10] hidroeléctrica,fabricio
[10] fabricio,ojeda

Top Word Pairs in Tweet in G10:
[55] sars,cov
[53] seminario,actualización
[53] actualización,variantes
[53] variantes,sars
[53] cov,conceptos
[53] conceptos,impacto
[39] _somich,seminario
[11] impacto,exponen
[11] exponen,ricardo
[11] ricardo,soto

Top Replied-To
Top Replied-To in Entire Graph:
@stgoldst
@pc_merida
@martinasisters
@pathogenetics
@adegraat
@lab_leak
@drericding
@seuledanlavie
@pilgrimgothika
@silschlesinger

Top Replied-To in G1:

Top Replied-To in G2:
@stgoldst
@pathogenetics
@lab_leak
@harvard2h
@theseeker268
@noorchashm
@klausriede
@pauljh20
@darosenthal
@abledoc

Top Replied-To in G3:
@holdensmama
@christlivesbro
@swedishchf
@moravec_tomas
@hungryfillbe
@burgerlab12
@jrjhealey
@kubecatherine
@theonew16516042
@peterre76976220

Top Replied-To in G6:
@monica_2978
@sharshadee
@noonesp95429433
@vickyintheuk
@mat_rosey
@pwaaaay

Top Replied-To in G7:
@flmirones
@cthulho
@abraham04030924
@mariiiricogarci
@v1cen
@juan45351061
@vscienco
@aneczka1973
@maricarmen0407
@diego2i7c

Top Replied-To in G8:
@ahmedaftab68
@martinmckee
@jrbtrip
@eric_carroll

Top Replied-To in G9:
@realalekim

Top Mentioned
Top Mentioned in Entire Graph:
@sorenschifter
@yanivfranco87
@robinmonottibis
@clif_high
@_somich
@tweetlelidy
@marcelopuella
@baobaoxiaoliao
@plosbiology
@dijkmanronald

Top Mentioned in G1:
@godwrath4
@moseca5
@l_anez
@nksagar
@thetanought
@juliemholcomb
@renesugar
@smackenziekerr
@badguyluciferf1
@vipr_db

Top Mentioned in G2:
@billybostickson
@rolandbakeriii
@theseeker268
@daoyu15
@luigi_warren
@ydeigin
@rossana38510044
@waittwoweeks
@r_h_ebright
@harvard2h

Top Mentioned in G3:
@mcfunny
@kstateturk
@swedishchf
@boastira
@markmcdougall13
@kathmarval
@nyob7714
@_mamadeb
@jaikanta22
@geoffschuler

Top Mentioned in G4:
@sorenschifter
@ordomedicus

Top Mentioned in G5:
@yanivfranco87

Top Mentioned in G6:
@robinmonottibis
@sharpiedj
@mattcampbell911
@vickyintheuk
@noonesp95429433
@peterre76976220
@telbabe
@chriskeebs
@m633news
@helenc40139528

Top Mentioned in G7:
@flmirones
@anarcoricardo
@manudomins23
@de_averno
@joker_hispanico
@mariiiricogarci
@la_carilina
@jbarrios107
@gemmspp
@salvagarca4

Top Mentioned in G8:
@plosbiology
@dijkmanronald
@profvolkerthiel
@trishgreenhalgh
@profemer
@martinmckee
@jmcrookston
@pulmonary_news
@carlheneghan
@apluddemann1

Top Mentioned in G9:
@cdiabejales
@1461mk1
@diazcanelb
@nicolasmaduro
@drtedros
@rterdogan
@alferdez
@kremlinrussia
@danielortegasa
@mike_pence

Top Mentioned in G10:
@_somich
@sochinfoficial
@nanoprofe

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@dichristine
@threadreaderapp
@languillem
@esterlinalanzi
@inabster
@latercera
@citrus_kyoto
@raumunz
@yastomohalumisa

Top Tweeters in G1:
@lacronicadehoy
@astratv1
@didaclopez
@megabox_2424
@diogenischarala
@elsolde_mexico
@sean_bishop
@8000yo
@qzv00507
@warriors_mom

Top Tweeters in G2:
@dailymailuk
@luigi_warren
@thetorontosun
@khanimambobar
@elizabethrowin
@real_adam_b
@schneiderleonid
@cbseveningnews
@politicalmath
@klausriede

Top Tweeters in G3:
@ds13_manon
@mancunianmedic
@doritmi
@_mamadeb
@beckyjohnson222
@monstercoyliar
@just4thecause
@carolhakios
@takethatct
@frankdelia7

Top Tweeters in G4:
@viralvideovlogs
@zbyszekkrak
@top_grafisch
@hartfordwolf
@meerblua
@coronabot20
@trdisoprtr
@nyttigbras
@alinnean1000
@nesrinozoren

Top Tweeters in G5:
@esterlinalanzi
@fmlaoportunidad
@zanoni31
@noem1112
@etheliiinaaa
@jacki13253805
@amelia4hn
@monicad_2016
@rochimdt
@saraluna132

Top Tweeters in G6:
@realmajordan
@sheelaghg
@arnelasjmgf
@teuntagad
@hhelenakhl
@madywaterer
@fifi_borgia
@olorasocarrim
@m633news
@ainara15504299

Top Tweeters in G7:
@santiagobio
@ej_molina_c
@uncastellsmes
@random_dragon
@salvagarca4
@ipodmusica
@matimatarredona
@donvanchipotin
@tabbygraycat
@hondoncity

Top Tweeters in G8:
@threadreaderapp
@pfil1312
@sigilux
@inkgrrl
@akiakbash
@chrislancashir3
@trishgreenhalgh
@erikmaronde
@akkaufman
@thercn

Top Tweeters in G9:
@dwnews
@navalny
@nicolasmaduro
@irannewsnow
@opsoms
@aranchaglezlaya
@akparti
@narendramodi
@sanchezcastejon
@alferdez

Top Tweeters in G10:
@pablotopo
@cayocornelio
@oscarelo2x
@alejoaquinagago
@alrod1963
@claudiomendez
@noeclau
@rgc25_biordg
@fasb12
@ghotar


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