SARS-COV, Twitter, 10/22/2020 6:20:04 AM, 238439


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SARS-COV_2020-10-21_01-53-12.xlsx
SARS-COV_2020-10-21_01-53-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 22, 2020
Short Description:
SARS-COV via NodeXL https://bit.ly/3jhXfGP
@ayjchan
@sciencemagazine
@flavinkins
@smadygo
@hobeets
@lynnfynn3
@netpoette
@newmumonline
@byrneluc
@neildotobrien

Top hashtags:
#covid19
#sarsmustend
#endsars
#coronavirus
#sarscov2
#cienciaenvaletv
#virología
#endsarsnow

Description:
Description
The graph represents a network of 4,632 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 Wednesday, 21 October 2020 at 08:56 UTC.

The requested start date was Wednesday, 21 October 2020 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, 23-hour, 31-minute period from Wednesday, 07 October 2020 at 00:28 UTC to Tuesday, 20 October 2020 at 23:59 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 : 4632
Unique Edges : 2900
Edges With Duplicates : 4687
Total Edges : 7587
Number of Edge Types : 5
Replies to : 872
Mentions : 1417
Tweet : 555
Retweet : 2014
MentionsInRetweet : 2729
Self-Loops : 587
Reciprocated Vertex Pair Ratio : 0.00859220092531395
Reciprocated Edge Ratio : 0.0170380078636959
Connected Components : 907
Single-Vertex Connected Components : 303
Maximum Vertices in a Connected Component : 920
Maximum Edges in a Connected Component : 1933
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 7.137127
Graph Density : 0.000213418693351742
Modularity : 0.609771
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 4,632 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 Wednesday, 21 October 2020 at 08:56 UTC.

The requested start date was Wednesday, 21 October 2020 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, 23-hour, 31-minute period from Wednesday, 07 October 2020 at 00:28 UTC to Tuesday, 20 October 2020 at 23:59 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:
[13] https://www.nhs.uk/conditions/sars/
[12] https://www.hindustantimes.com/world-news/antibodies-from-patients-infected-with-sars-cov-in-2003-cross-neutralised-sars-cov-2-in-vitro-study/story-Oj7pgPeeCSTClgfZvtwtuJ.html
[8] https://investor.lilly.com/static-files/a6dfdc90-3e16-4511-9a5d-f744b7568276
[7] https://infantilprl.saludlaboral.org/riesgos-sector/3-riesgos-biologicos/
[6] https://advances.sciencemag.org/lookup/doi/10.1126/sciadv.abc9999?utm_campaign=SciMag&utm_source=JHubbard&utm_medium=Twitter
[5] https://www.biorxiv.org/content/10.1101/2020.10.19.345363v1
[5] https://twitter.com/merriamwebster/status/1318208360978784256
[4] https://twitter.com/MerriamWebster/status/1318208360978784256
[4] https://actualidad.rt.com/actualidad/370315-localizados-talones-aquiles-coronavirus
[4] https://heraldodemexico.com.mx/mundo/2020/10/18/covid-19-joven-de-14-anos-desarrolla-tratamiento-que-combatiria-el-coronavirus-216234.html

Top URLs in Tweet in G2:
[6] https://advances.sciencemag.org/lookup/doi/10.1126/sciadv.abc9999?utm_campaign=SciMag&utm_source=JHubbard&utm_medium=Twitter
[2] https://advances.sciencemag.org/content/early/2020/10/08/sciadv.abc9999
[1] https://www.biorxiv.org/cgi/content/short/2020.10.19.345363v1

Top URLs in Tweet in G3:
[5] https://twitter.com/merriamwebster/status/1318208360978784256
[4] https://twitter.com/MerriamWebster/status/1318208360978784256
[3] https://www.stopdebankiers.com/neuro-invasie-van-sars-cov-2-gevolgen-op-lange-termijn/
[3] https://actualidad.rt.com/actualidad/370315-localizados-talones-aquiles-coronavirus
[2] https://www.nejm.org/doi/full/10.1056/NEJM198003273021307
[2] https://jurnaluldearges.ro/actiuni-de-prevenire-in-arges-a-raspandirii-si-limitare-a-infectarii-cu-virusul-sars-cov-2/
[2] https://advances.sciencemag.org/content/early/2020/10/08/sciadv.abc9999?utm_campaign=SciMag&utm_source=JHubbard&utm_medium=Twitter
[2] https://tradeforprofit.net/2020/10/using-sars-to-fight-covid-19-antibodies-developed-against-sars-cov-can-neutralize-novel-coronavirus-finds-study/
[2] https://genomediscovery.org/?s=SARS
[2] https://www.livescience.com/56598-deadliest-viruses-on-earth.html

Top URLs in Tweet in G4:
[3] https://europepmc.org/article/pmc/pmc7111894
[2] https://journals.plos.org/plospathogens/article?id=10.1371/journal.ppat.1004063
[2] https://jvi.asm.org/content/81/3/1162
[2] https://www.researchgate.net/publication/254615633_Cofactors_in_Coronavirus_Entry
[1] https://twitter.com/Ayjchan/status/1267091572857995264?s=20
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7241398/
[1] https://www.pnas.org/content/113/11/3048
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41421-020-00210-9
[1] https://www.biorxiv.org/content/10.1101/2020.03.30.015347v1
[1] https://twitter.com/ScienceMagazine/status/1316280103190568960

Top URLs in Tweet in G5:
[3] https://www.eurosurveillance.org/content/10.2807/1560-7917.ES.2020.25.3.2000045#html_fulltext
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6988269/
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1232869/
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3Dkr04gHbP5MQ&q=EgS4SO-bGMbuv_wFIhkA8aeDS1-oZS-e2y6-lDYZSN8osTqRk9YSMgFy
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3Dkr04gHbP5MQ&q=EgS4SO-bGLfuv_wFIhkA8aeDSxMSJWs3sN8DmF2q3QnenyA1YkRDMgFy
[1] https://www.thomasbinder.ch/post/5g-sars-cov-2-pande-m-i-e-truth
[1] https://lci.rivm.nl/richtlijnen/sars
[1] https://c19study.com/

Top URLs in Tweet in G6:
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2588415/
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7337645/
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2095096/
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41577-020-00436-4
[1] https://twitter.com/CoreysDigs/status/1313140069423869952

Top URLs in Tweet in G8:
[1] https://compare.aphp.fr/actualites/181-etude-sur-les-symptomes-du-covid-long.html

Top URLs in Tweet in G10:
[2] http://wwwnc.cdc.gov/eid/article/26/12/20-2308_article.htm
[1] https://www.biorxiv.org/content/10.1101/2020.10.19.345363v1
[1] https://www.nature.com/articles/nm.3985

Top Domains
Top Domains in Tweet in Entire Graph:
[106] twitter.com
[55] nih.gov
[15] biorxiv.org
[14] sciencedirect.com
[14] sciencemag.org
[13] google.com
[13] nature.com
[13] nhs.uk
[12] hindustantimes.com
[11] youtube.com

Top Domains in Tweet in G2:
[8] sciencemag.org
[1] biorxiv.org

Top Domains in Tweet in G3:
[47] twitter.com
[11] nih.gov
[6] youtube.com
[5] biorxiv.org
[4] elsevierhealth.com
[4] google.com
[4] rt.com
[4] blogspot.com
[3] nejm.org
[3] sciencedirect.com

Top Domains in Tweet in G4:
[4] nih.gov
[3] twitter.com
[3] europepmc.org
[2] plos.org
[2] asm.org
[2] researchgate.net
[2] nature.com
[2] elsevierhealth.com
[1] pnas.org
[1] biorxiv.org

Top Domains in Tweet in G5:
[4] nih.gov
[3] eurosurveillance.org
[2] google.com
[1] thomasbinder.ch
[1] rivm.nl
[1] c19study.com

Top Domains in Tweet in G6:
[7] nih.gov
[1] nature.com
[1] twitter.com

Top Domains in Tweet in G8:
[1] aphp.fr

Top Domains in Tweet in G10:
[2] cdc.gov
[1] biorxiv.org
[1] nature.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[123] covid19
[37] sarsmustend
[21] endsars
[18] coronavirus
[10] sarscov2
[9] cienciaenvaletv
[9] virología
[8] endsarsnow
[7] covid_19
[7] profesores



Top Hashtags in Tweet in G1:
[2] covid__19

Top Hashtags in Tweet in G2:
[1] biorxiv
[1] sarscov2
[1] covid__19

Top Hashtags in Tweet in G3:
[9] covid19
[7] coronavirus
[4] endsars
[3] sarscov2
[3] endsarsnow
[3] covid__19
[3] sarsmustend
[2] nejm
[2] covidiots
[2] coronfak

Top Hashtags in Tweet in G5:
[1] notahoax

Top Hashtags in Tweet in G6:
[3] madeinusa
[1] synthetic
[1] covid19

Top Hashtags in Tweet in G8:
[73] covid19
[1] covidlong
[1] longcovid
[1] apresj20

Top Hashtags in Tweet in G10:
[1] coronavirusupdate
[1] covid19

Top Words
Top Words in Tweet in Entire Graph:
[3820] sars
[3582] cov
[552] virus
[523] 2020
[499] 2003
[466] estado
[455] publicado
[452] octubre
[452] alarma
[451] boegob

Top Words in Tweet in G1:
[450] boegob
[450] publicado
[450] decreto
[450] 900
[450] 2020
[450] octubre
[450] declara
[450] estado
[450] alarma
[448] salvadorilla

Top Words in Tweet in G2:
[658] sars
[657] cov
[325] 2003
[323] antibodies
[323] serum
[323] samples
[323] patients
[323] infected
[323] during
[323] outbreak

Top Words in Tweet in G3:
[470] sars
[466] cov
[57] coronavirus
[47] covid
[46] virus
[42] mers
[36] 19
[29] 2003
[24] ì
[24] respiratory

Top Words in Tweet in G4:
[131] cov
[116] sars
[42] human
[31] flavinkins
[29] ayjchan
[27] fcs
[26] mers
[22] covs
[22] billybostickson
[22] bat

Top Words in Tweet in G5:
[68] sars
[63] cov
[20] test
[18] virus
[16] dat
[14] pcr
[12] niet
[11] die
[10] reiner
[10] hobeets

Top Words in Tweet in G6:
[164] sars
[124] cov
[84] virus
[76] animal
[50] coronavirus
[42] 2003
[41] china
[40] first
[40] 2002
[39] uncertain

Top Words in Tweet in G7:
[118] pcr
[118] test
[118] nog
[117] tweetlelidy
[66] welke
[65] zijn
[65] die
[64] specificiteit
[64] wordt
[64] ten

Top Words in Tweet in G8:
[146] long
[74] étude
[73] compare
[73] lance
[73] conséquences
[73] terme
[73] #covid19
[73] covid
[73] pouvez
[73] participer

Top Words in Tweet in G9:
[72] essas
[72] feministas
[72] mais
[72] perigosas
[72] tuberculose
[72] combinada
[72] sars
[72] cov
[72] sai
[72] pra

Top Words in Tweet in G10:
[84] dose
[60] ferrets
[47] sars
[47] cov
[43] animals
[42] despite
[42] donor
[42] given
[42] high
[42] viral

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3392] sars,cov
[451] boegob,publicado
[451] publicado,decreto
[451] decreto,900
[451] 900,2020
[451] 2020,octubre
[451] octubre,declara
[451] declara,estado
[451] estado,alarma
[449] salvadorilla,boegob

Top Word Pairs in Tweet in G1:
[450] boegob,publicado
[450] publicado,decreto
[450] decreto,900
[450] 900,2020
[450] 2020,octubre
[450] octubre,declara
[450] declara,estado
[450] estado,alarma
[448] salvadorilla,boegob
[443] alarma,respondâ

Top Word Pairs in Tweet in G2:
[657] sars,cov
[323] antibodies,serum
[323] serum,samples
[323] samples,patients
[323] patients,infected
[323] infected,during
[323] during,2003
[323] 2003,sars
[323] cov,outbreak
[323] outbreak,effectively

Top Word Pairs in Tweet in G3:
[427] sars,cov
[47] cov,sars
[34] covid,19
[30] mers,cov
[21] cov,mers
[21] respiratory,syndrome
[16] coronavirus,sars
[15] acute,respiratory
[14] severe,acute
[12] patients,infected

Top Word Pairs in Tweet in G4:
[97] sars,cov
[16] s1,s2
[15] sure,human
[15] human,covs
[15] covs,mers
[15] mers,s1
[15] s2,fcs
[15] fcs,site
[15] site,prsvr
[15] prsvr,beta

Top Word Pairs in Tweet in G5:
[54] sars,cov
[12] pcr,test
[9] sars,cov2
[7] class,action
[6] covid,19
[6] mers,cov
[6] rebeccachandle1,noted
[6] noted,sars
[6] cov2,isolated
[6] isolated,according

Top Word Pairs in Tweet in G6:
[117] sars,cov
[41] sars,coronavirus
[40] 2003,sars
[38] coronavirus,sars
[38] cov,virus
[38] virus,identified
[38] identified,2003
[38] cov,thought
[38] thought,animal
[38] animal,virus

Top Word Pairs in Tweet in G7:
[118] pcr,test
[64] specificiteit,pcr
[64] test,wordt
[64] wordt,nog
[64] nog,ten
[64] ten,zeerste
[64] zeerste,betwijfeld
[64] betwijfeld,welke
[64] welke,primers
[64] primers,zijn

Top Word Pairs in Tweet in G8:
[73] compare,lance
[73] lance,étude
[73] étude,conséquences
[73] conséquences,long
[73] long,terme
[73] terme,#covid19
[73] #covid19,covid
[73] covid,long
[73] long,pouvez
[73] pouvez,participer

Top Word Pairs in Tweet in G9:
[72] essas,feministas
[72] mais,perigosas
[72] perigosas,tuberculose
[72] tuberculose,combinada
[72] combinada,sars
[72] sars,cov
[72] cov,sai
[72] sai,pra
[71] vinheteiro,essas
[69] feministas,sã

Top Word Pairs in Tweet in G10:
[46] sars,cov
[42] despite,donor
[42] donor,ferrets
[42] ferrets,given
[42] given,high
[42] high,viral
[42] viral,dose
[42] dose,recipient
[42] recipient,animals
[42] animals,received

Top Replied-To
Top Replied-To in Entire Graph:
@glenintheden
@profesorprymula
@flavinkins
@realdonaldtrump
@babarlelephant
@jljcolorado
@fjulianfuentes
@trueorigincovid
@3ghtweets
@hobeets

Top Replied-To in G2:
@defrisselle

Top Replied-To in G4:
@flavinkins
@babarlelephant
@3ghtweets
@trueorigincovid
@ayjchan
@malcolmbyrnes
@_hoeman
@drlimengyan1
@nowackyscience
@interne41914499

Top Replied-To in G5:
@hobeets
@alexkjanssen
@marionkoopmans
@ctindale
@jaimefalloir
@showwhatishidde
@gklerk
@maxheadroom_19
@sasexposed
@ahhonings

Top Replied-To in G6:
@realdonaldtrump
@scientificrealm
@prayerfeathers
@zoostationaz
@mcclusters
@philliefan_99
@jpierni
@leslieoo7
@operationmaga
@familyunequal

Top Replied-To in G7:
@eazy_s_

Top Mentioned
Top Mentioned in Entire Graph:
@boegob
@salvadorilla
@sciencemagazine
@tweetlelidy
@patientscompare
@vinheteiro
@presscoreca
@greg_scott84
@alinouriphd
@mab_sp125

Top Mentioned in G1:
@boegob
@salvadorilla

Top Mentioned in G2:
@sciencemagazine
@scienceadvances
@biorxivpreprint
@ianebow
@scipak_es

Top Mentioned in G3:
@cmencke
@biologycytokine
@mirceahodarnau
@16po

Top Mentioned in G4:
@flavinkins
@ayjchan
@billybostickson
@nowackyscience
@ydeigin
@r_h_ebright
@bretweinstein
@bahulikarrahul
@smackenziekerr
@bidolinicola

Top Mentioned in G5:
@hobeets
@c_drosten
@thomas_binder
@karl_lauterbach
@rebeccachandle1
@hugodejonge
@allisonpearson
@scholvincent
@godspeed2018101
@aspescha

Top Mentioned in G6:
@realdonaldtrump
@erictrump
@mercedesschlapp
@flotus
@whitehouse
@potus
@celiafarber
@nolanrussell19
@hkrassenstein
@tomilahren

Top Mentioned in G7:
@tweetlelidy

Top Mentioned in G8:
@patientscompare

Top Mentioned in G9:
@vinheteiro

Top Mentioned in G10:
@alinouriphd
@airbornekanki
@euromaestro
@priamalfear

Top Tweeters
Top Tweeters in Entire Graph:
@robre62
@durobelinda
@canarioacosado
@lafm
@marisascruz
@sosorasora3
@porridgeisgood
@thehill
@httweets
@noticiascaracol

Top Tweeters in G1:
@durobelinda
@canarioacosado
@hechulera
@drzrz
@mariaperezpere
@javierlopez86vk
@nusagatero
@sylar_71
@marisaparrilla
@manelsaa99

Top Tweeters in G2:
@paulpaul49
@forgerat
@vagan
@marita30706158
@syawal
@sacerdotus
@nanab_2010
@magyckmoon
@_ladybyron
@theresadandria

Top Tweeters in G3:
@nicanws
@2am_eu
@haccordingly
@happanarinder
@hedgeenergy
@aureliacotta
@vipertoxin
@teyllan
@hindustantimes
@7thspacecom

Top Tweeters in G4:
@madrynha2012
@smadygo
@zeeinthemoment
@luigi_warren
@bamajeans24
@doritmi
@tarrimarkel
@yatesmouse1
@misterchambo
@real_adam_b

Top Tweeters in G5:
@telegraph
@hairlossclinic1
@faznet
@zigmanfreud
@joostniemoller
@percolator_hnj
@rogtallbloke
@denutrients
@larryblaze6
@thomas_binder

Top Tweeters in G6:
@foxnews
@nypost
@ajcalmaga
@dailycaller
@woodyman502
@ljt_is_me
@foxbusiness
@yashar
@breitbartnews
@dvillella

Top Tweeters in G7:
@kassandratroy
@bpalust
@marjavancaem
@plepsart
@bingosmurf
@spymacho
@rimhaadjomtien
@mikebrons1
@bari1951
@migarubia

Top Tweeters in G8:
@moniquedhooghe
@emyetcetera
@sophiereynal
@bermonta
@yamilink_
@bluuepixie
@apokrif1
@mellemoizelle
@beatrix_orlov
@sataerazade

Top Tweeters in G9:
@angelicaguirele
@marcelodemarco2
@sammirsouza
@alfeugularte
@paulajohanna77
@abobastico
@santista9
@flasempre_
@vagnerdom
@ryoichi_tanaka

Top Tweeters in G10:
@sosorasora3
@uchida_kawasaki
@npazderski
@ygjumi
@iwj_kb_sptr
@roux_castle
@vbrighthorses
@araran100
@dancygeorgia
@papeekaboo


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