SARS-COV, Twitter, 10/25/2020 10:39:46 AM, 238723


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SARS-COV_2020-10-25_01-45-01.xlsx
SARS-COV_2020-10-25_01-45-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 25, 2020
Short Description:
SARS-COV via NodeXL https://bit.ly/2FWQooK
@ayjchan
@hobeets
@ale_battini
@sciencemagazine
@alinouriphd
@smadygo
@c_drosten
@__ice9
@joursansfin
@netpoette

Top hashtags:
#covid19
#sarscov2
#twiv
#sarsmustend
#coronavirus
#endsars
#新型コロナウイルス
#cienciaenvaletv

Description:
Description
The graph represents a network of 4,188 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 Sunday, 25 October 2020 at 08:48 UTC.

The requested start date was Sunday, 25 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, 20-minute period from Sunday, 11 October 2020 at 00:26 UTC to Saturday, 24 October 2020 at 23:46 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 : 4188
Unique Edges : 2772
Edges With Duplicates : 3318
Total Edges : 6090
Number of Edge Types : 5
Retweet : 1323
MentionsInRetweet : 1748
Tweet : 579
Replies to : 913
Mentions : 1527
Self-Loops : 607
Reciprocated Vertex Pair Ratio : 0.0117836100696304
Reciprocated Edge Ratio : 0.023292747485442
Connected Components : 976
Single-Vertex Connected Components : 325
Maximum Vertices in a Connected Component : 790
Maximum Edges in a Connected Component : 1758
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 6.343802
Graph Density : 0.000215452887901311
Modularity : 0.646522
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 4,188 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 Sunday, 25 October 2020 at 08:48 UTC.

The requested start date was Sunday, 25 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, 20-minute period from Sunday, 11 October 2020 at 00:26 UTC to Saturday, 24 October 2020 at 23:46 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://twitter.com/MerriamWebster/status/1318208360978784256
[11] https://www.researchgate.net/post/Has_SARS-CoV2_been_isolated_purified_and_demonstrated_to_be_the_cause_of_COVID19
[11] https://www.sciencedirect.com/science/article/pii/S2590136220300231
[9] https://science.sciencemag.org/content/early/2020/10/19/science.abd3072
[7] https://infantilprl.saludlaboral.org/riesgos-sector/3-riesgos-biologicos/
[6] http://www.nosolocine.net/bienvenido-a-casa-hermano-sars-cov-2-por-oriol-perez-trevino/
[6] https://www.biorxiv.org/content/10.1101/2020.10.19.345363v1
[6] https://twitter.com/merriamwebster/status/1318208360978784256
[5] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1232869/

Top URLs in Tweet in G1:
[11] https://twitter.com/MerriamWebster/status/1318208360978784256
[6] https://twitter.com/merriamwebster/status/1318208360978784256
[4] https://twitter.com/GiuAlonso/status/1319626080018456576
[3] https://actualidad.rt.com/actualidad/370315-localizados-talones-aquiles-coronavirus
[3] https://www.biorxiv.org/content/10.1101/2020.10.19.345363v1
[3] https://www.sciencealert.com/a-second-key-used-by-sars-cov-2-to-enter-cells-could-explain-why-it-s-so-infectious
[2] https://genomediscovery.org/?s=SARS
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2820%2930484-9%2Ffulltext&rc=0
[2] https://www.livescience.com/56598-deadliest-viruses-on-earth.html
[2] https://indianexpress.com/article/india/no-major-mutation-observed-in-sars-cov-2-no-indication-vaccine-strategy-would-be-hindered-study-6775738/

Top URLs in Tweet in G2:
[11] https://www.researchgate.net/post/Has_SARS-CoV2_been_isolated_purified_and_demonstrated_to_be_the_cause_of_COVID19
[3] https://europepmc.org/article/pmc/pmc7111894
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3Dkr04gHbP5MQ&q=EgS4SO-bGJX31PwFIhkA8aeDSxdkp9nxKpUAqnmT5kEK0-a_umAsMgFy
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3Dkr04gHbP5MQ&q=EgS4SO-bGKL31PwFIhkA8aeDS8jgC_RtRRGMPB4i99zA0K_CU6VmMgFy
[1] https://twitter.com/Bobby_Network/status/1311631212121853956
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2395109/
[1] https://twitter.com/Ayjchan/status/1267091572857995264?s=20
[1] https://twitter.com/ScienceMagazine/status/1316280103190568960
[1] https://www.thomasbinder.ch/post/5g-sars-cov-2-pande-m-i-e-truth
[1] https://twitter.com/AntGDuarte/status/1285163155514101760?s=19

Top URLs in Tweet in G3:
[4] https://advances.sciencemag.org/lookup/doi/10.1126/sciadv.abc9999?utm_campaign=SciMag&utm_source=JHubbard&utm_medium=Twitter

Top URLs in Tweet in G4:
[9] https://science.sciencemag.org/content/early/2020/10/19/science.abd3072
[2] http://wwwnc.cdc.gov/eid/article/26/12/20-2308_article.htm
[1] https://www.sciencedirect.com/science/article/pii/S2213398420302256
[1] https://www.biorxiv.org/content/10.1101/2020.10.19.345363v1
[1] https://www.pnas.org/content/113/35/E5192
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1769406/
[1] https://www.nature.com/articles/nm.3985

Top URLs in Tweet in G5:
[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

Top URLs in Tweet in G6:
[1] https://compare.aphp.fr/actualites/181-etude-sur-les-symptomes-du-covid-long.html

Top URLs in Tweet in G7:
[13] https://www.nhs.uk/conditions/sars/
[11] https://www.sciencedirect.com/science/article/pii/S2590136220300231
[1] https://pubmed.ncbi.nlm.nih.gov/32668444/?fbclid=IwAR272FEKH2-EKw8ZhG5UC-Zf0aHWdJIJD8_tHKAkb22DDlKh1AGaCoVrXxk

Top URLs in Tweet in G8:
[3] https://www.indiatoday.in/science/story/until-covid-19-vaccine-arrives-nitric-oxide-can-cure-patients-save-lives-study-1732242-2020-10-16
[2] https://www.frontiersin.org/articles/10.3389/fphar.2020.578599/full
[1] https://twitter.com/__ice9/status/1307439664257789952?s=19
[1] https://twitter.com/__ice9/status/1319573141958569985
[1] https://journals.physiology.org/doi/full/10.1152/ajpcell.00224.2020?cookieSet=1
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs10067-020-05178-1
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4179872/
[1] https://me-pedia.org/wiki/Postviral_fatigue_syndrome
[1] https://wwwnc.cdc.gov/eid/article/26/8/20-1097_article
[1] https://jvi.asm.org/content/82/11/5137

Top Domains
Top Domains in Tweet in Entire Graph:
[141] twitter.com
[44] nih.gov
[25] sciencedirect.com
[18] sciencemag.org
[17] biorxiv.org
[16] nature.com
[13] nhs.uk
[13] researchgate.net
[12] cdc.gov
[10] elsevierhealth.com

Top Domains in Tweet in G1:
[71] twitter.com
[9] nih.gov
[8] biorxiv.org
[4] google.com
[4] elsevierhealth.com
[4] rt.com
[4] blogspot.com
[4] linkedin.com
[4] sciencealert.com
[3] acs.org

Top Domains in Tweet in G2:
[11] researchgate.net
[4] twitter.com
[3] europepmc.org
[2] google.com
[2] nih.gov
[1] thomasbinder.ch
[1] virology.ws
[1] reuters.com

Top Domains in Tweet in G3:
[4] sciencemag.org

Top Domains in Tweet in G4:
[9] sciencemag.org
[2] cdc.gov
[1] sciencedirect.com
[1] biorxiv.org
[1] pnas.org
[1] nih.gov
[1] nature.com

Top Domains in Tweet in G5:
[1] nih.gov
[1] nature.com

Top Domains in Tweet in G6:
[1] aphp.fr

Top Domains in Tweet in G7:
[13] nhs.uk
[11] sciencedirect.com
[1] nih.gov

Top Domains in Tweet in G8:
[6] twitter.com
[3] nih.gov
[3] indiatoday.in
[2] frontiersin.org
[2] springer.com
[1] physiology.org
[1] me-pedia.org
[1] cdc.gov
[1] asm.org
[1] tandfonline.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[133] covid19
[51] sarscov2
[38] twiv
[37] sarsmustend
[22] coronavirus
[15] endsars
[9] 新型コロナウイルス
[9] cienciaenvaletv
[9] virología
[7] profesores



Top Hashtags in Tweet in G1:
[13] covid19
[8] coronavirus
[5] sarscov2
[4] endsars
[3] covid__19
[3] sarsmustend
[3] covidiots
[2] coronfak
[2] tratamiento
[2] chimalhuacán

Top Hashtags in Tweet in G2:
[11] covid19
[1] pcrtest
[1] twiv
[1] sarscov2
[1] notahoax

Top Hashtags in Tweet in G4:
[9] 新型コロナウイルス
[1] coronavirusupdate
[1] covid19

Top Hashtags in Tweet in G6:
[74] covid19
[1] covidlong
[1] longcovid
[1] apresj20

Top Hashtags in Tweet in G8:
[1] enhancement
[1] brmhxne

Top Words
Top Words in Tweet in Entire Graph:
[3509] sars
[3332] cov
[544] virus
[409] coronavirus
[407] covid
[306] 2003
[253] 19
[240] mers
[229] infected
[206] test

Top Words in Tweet in G1:
[486] sars
[476] cov
[58] coronavirus
[53] covid
[50] virus
[42] mers
[36] 19
[26] 2003
[25] respiratory
[22] social

Top Words in Tweet in G2:
[152] sars
[149] cov
[37] pcr
[37] test
[33] reiner
[31] drosten
[30] hobeets
[29] fuellmich's
[26] ayjchan
[25] christian

Top Words in Tweet in G3:
[298] cov
[297] sars
[148] antibodies
[148] serum
[148] samples
[148] patients
[148] infected
[148] during
[148] 2003
[148] outbreak

Top Words in Tweet in G4:
[92] cov
[90] dose
[85] sars
[64] ferrets
[46] animals
[45] despite
[45] donor
[45] given
[45] high
[45] viral

Top Words in Tweet in G5:
[138] sars
[104] cov
[79] virus
[76] animal
[48] coronavirus
[41] 2003
[41] china
[40] 2002
[39] uncertain
[39] bats

Top Words in Tweet in G6:
[148] long
[75] étude
[74] compare
[74] lance
[74] conséquences
[74] terme
[74] #covid19
[74] covid
[74] pouvez
[74] participer

Top Words in Tweet in G7:
[47] sars
[44] cov
[16] ballouxfrancois
[14] markready47
[12] stevebakerhw
[12] died
[12] strong
[12] response
[11] venivici27
[11] gerdosi

Top Words in Tweet in G8:
[51] sars
[48] cov
[9] infection
[7] article
[6] drakchaurasia
[6] studies
[6] persistent
[5] __ice9
[5] one
[5] virus

Top Words in Tweet in G9:
[58] nog
[58] pcr
[58] test
[56] tweetlelidy
[56] sars
[56] cov
[56] dan
[55] niet
[55] geïsoleerd
[55] ooit

Top Words in Tweet in G10:
[3] sars
[3] cov
[2] vscienco
[2] gemmspp
[2] random_dragon
[2] salvagarca4
[2] anarkristo
[2] punkisantxez
[2] enricbernedaben
[2] ipodmusica

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3100] sars,cov
[215] covid,19
[210] cov,sars
[208] 2003,sars
[179] coronavirus,sars
[165] mers,cov
[159] patients,infected
[155] cov,outbreak
[153] neutralized,sars
[152] antibodies,serum

Top Word Pairs in Tweet in G1:
[441] sars,cov
[49] cov,sars
[34] covid,19
[29] mers,cov
[21] respiratory,syndrome
[21] social,distancing
[20] cov,mers
[16] acute,respiratory
[16] coronavirus,sars
[15] severe,acute

Top Word Pairs in Tweet in G2:
[128] sars,cov
[35] pcr,test
[29] reiner,fuellmich's
[25] christian,drosten
[25] cov,isolate
[23] drosten,fabricated
[23] fabricated,pcr
[22] fuellmich's,claim
[22] claim,christian
[22] test,using

Top Word Pairs in Tweet in G3:
[297] sars,cov
[148] antibodies,serum
[148] serum,samples
[148] samples,patients
[148] patients,infected
[148] infected,during
[148] during,2003
[148] 2003,sars
[148] cov,outbreak
[148] outbreak,effectively

Top Word Pairs in Tweet in G4:
[82] sars,cov
[45] despite,donor
[45] donor,ferrets
[45] ferrets,given
[45] given,high
[45] high,viral
[45] viral,dose
[45] dose,recipient
[45] recipient,animals
[45] animals,received

Top Word Pairs in Tweet in G5:
[97] sars,cov
[40] 2003,sars
[38] sars,coronavirus
[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 G6:
[74] compare,lance
[74] lance,étude
[74] étude,conséquences
[74] conséquences,long
[74] long,terme
[74] terme,#covid19
[74] #covid19,covid
[74] covid,long
[74] long,pouvez
[74] pouvez,participer

Top Word Pairs in Tweet in G7:
[39] sars,cov
[12] stevebakerhw,sars
[12] cov,died
[11] venivici27,gerdosi
[11] gerdosi,ballouxfrancois
[11] ballouxfrancois,jamestodaromd
[11] jamestodaromd,rfsquared
[11] rfsquared,strong
[11] strong,antibody
[11] antibody,response

Top Word Pairs in Tweet in G8:
[47] sars,cov
[5] persistent,infection
[4] minority,patients
[4] patients,appears
[4] appears,degree
[4] degree,persistent
[4] infection,sars
[4] cov,occurs
[4] occurs,ordinarily
[4] ordinarily,cytotoxic

Top Word Pairs in Tweet in G9:
[58] pcr,test
[56] sars,cov
[54] cov,virus
[54] virus,nog
[54] nog,steeds
[54] steeds,niet
[54] niet,geïsoleerd
[54] geïsoleerd,hoe
[54] hoe,pcr
[54] test,dan

Top Word Pairs in Tweet in G10:
[3] sars,cov
[2] vscienco,gemmspp
[2] gemmspp,random_dragon
[2] random_dragon,salvagarca4
[2] salvagarca4,anarkristo
[2] anarkristo,punkisantxez
[2] punkisantxez,enricbernedaben
[2] enricbernedaben,ipodmusica
[2] ipodmusica,jbarrios107

Top Replied-To
Top Replied-To in Entire Graph:
@glenintheden
@realdonaldtrump
@alvariteus
@babarlelephant
@m_t_franz
@gemzme
@rconstantino
@hobeets
@therealsarscov2
@ykstories

Top Replied-To in G2:
@babarlelephant
@trueorigincovid
@wim04789402
@deus_abscondis
@ctindale
@flavinkins
@ayjchan
@mluxen
@rebeccachandle1
@ale_battini

Top Replied-To in G5:
@realdonaldtrump
@scientificrealm
@prayerfeathers
@zoostationaz
@mcclusters
@marchforthedead
@acyn
@champagnep13
@jpierni
@leslieoo7

Top Replied-To in G7:
@gordon_dyce
@hughosmond
@stevebakerhw
@mufcdw
@markready47
@drjacobsrad
@ratatoskruk
@venivici27
@mlevitt_np2013
@baizuobu

Top Replied-To in G8:
@gemzme
@netpoette
@maga_cdr
@__ice9
@drakchaurasia
@aperfectstrange
@nanogenomic
@expert_clinical
@docmcquinn
@dharmen46587056

Top Replied-To in G9:
@eazy_s_

Top Replied-To in G10:
@vscienco
@jalfor_rober

Top Mentioned
Top Mentioned in Entire Graph:
@sciencemagazine
@patientscompare
@tweetlelidy
@alinouriphd
@greg_scott84
@gorka_orive
@lisagralinski
@mab_sp125
@profvrr
@presscoreca

Top Mentioned in G1:
@cmencke
@16po
@ali_abbas_com

Top Mentioned in G2:
@hobeets
@ayjchan
@flavinkins
@nowackyscience
@christi45657364
@ale_battini
@ydeigin
@r_h_ebright
@bretweinstein
@bahulikarrahul

Top Mentioned in G3:
@sciencemagazine
@scienceadvances
@ayjchan

Top Mentioned in G4:
@alinouriphd
@fdzaraf
@airbornekanki
@euromaestro
@priamalfear
@zzz_as_zzz

Top Mentioned in G5:
@realdonaldtrump
@erictrump
@flotus
@whitehouse
@potus
@mercedesschlapp
@nolanrussell19
@hkrassenstein
@carlzimmer
@gwbush

Top Mentioned in G6:
@patientscompare

Top Mentioned in G7:
@ballouxfrancois
@markready47
@gerdosi
@jamestodaromd
@rfsquared
@stevebakerhw
@hiljagebest
@venivici27
@carlheneghan
@mlevitt_np2013

Top Mentioned in G8:
@drakchaurasia
@__ice9
@steve_sailer
@sickanddamned
@thinkerks
@drsubhasree
@pmoindia
@abledoc
@dharmen46587056
@zev_dr

Top Mentioned in G9:
@tweetlelidy

Top Mentioned in G10:
@gemmspp
@random_dragon
@salvagarca4
@anarkristo
@punkisantxez
@enricbernedaben
@ipodmusica
@jbarrios107
@carmenvivomivid
@vscienco

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@sumariumcom
@threadreaderapp
@robre62
@canarioacosado
@lafm
@mohitsmartlove
@marisascruz
@sosorasora3
@thehill

Top Tweeters in G1:
@nicanws
@2am_eu
@infoitsalute
@haccordingly
@happanarinder
@vipertoxin
@tn23noticias
@eutite
@ascensionarcana
@paco_ez

Top Tweeters in G2:
@madrynha2012
@cmarslett
@booniekane
@huubbellemakers
@luigi_warren
@hairlossclinic1
@faznet
@zigmanfreud
@surveyorx
@misterchambo

Top Tweeters in G3:
@paulpaul49
@smadygo
@vagan
@syawal
@sacerdotus
@nanab_2010
@magyckmoon
@_ladybyron
@angelseti
@sarasotamermaid

Top Tweeters in G4:
@sosorasora3
@uchida_kawasaki
@npazderski
@turkiantof
@ygjumi
@iwj_kb_sptr
@roux_castle
@hannahumming
@vbrighthorses
@araran100

Top Tweeters in G5:
@nypost
@ajcalmaga
@woodyman502
@ljt_is_me
@yashar
@breitbartnews
@news_maker
@acyn
@trinityresists
@jrehling

Top Tweeters in G6:
@moniquedhooghe
@emyetcetera
@sophiereynal
@bermonta
@yamilink_
@bluuepixie
@apokrif1
@mellemoizelle
@beatrix_orlov
@sataerazade

Top Tweeters in G7:
@nyt
@dailymailuk
@baizuobu
@wealdengirl
@spectator
@flosssays
@sepsisuk
@steveg06322664
@stevebakerhw
@shitegrampsays

Top Tweeters in G8:
@maga_cdr
@incindia
@__ice9
@steve_sailer
@mvmeet
@abledoc
@asianietop
@realjameswoods
@laeeth
@sldaniel4

Top Tweeters in G9:
@kassandratroy
@bpalust
@marjavancaem
@rimhaadjomtien
@mikebrons1
@hbok1959
@fradeealex
@corrumpere
@yvonneschol
@anders_nieuws

Top Tweeters in G10:
@dansilver2
@pau_vega13
@ej_molina_c
@ferfrias
@random_dragon
@salvagarca4
@ipodmusica
@matimatarredona
@donvanchipotin
@tabbygraycat


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