SARS-COV, Twitter, 3/5/2021 12:01:46 PM, 250152


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SARS-COV_2021-03-05_02-35-37.xlsx
SARS-COV_2021-03-05_02-35-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 05, 2021
Short Description:
SARS-COV via NodeXL https://bit.ly/3eausVM
@daggi21246802
@rapidtestseu
@karl_lauterbach
@erictopol
@billybostickson
@koichi_kawakami
@daoyu15
@cholega
@pauschgr
@marionkoopmans

Top hashtags:
#yomevacunoenlapública
#batcages
#covid19
#breaking
#mitosdelavacunacovid19

Description:
Description
The graph represents a network of 3,654 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, 05 March 2021 at 10:41 UTC.

The requested start date was Friday, 05 March 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 12-day, 12-hour, 18-minute period from Friday, 19 February 2021 at 01:20 UTC to Wednesday, 03 March 2021 at 13:39 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 : 3654
Unique Edges : 2094
Edges With Duplicates : 3931
Total Edges : 6025
Number of Edge Types : 5
Tweet : 527
Replies to : 637
Mentions : 1026
Retweet : 1680
MentionsInRetweet : 2155
Self-Loops : 564
Reciprocated Vertex Pair Ratio : 0.0128351397604107
Reciprocated Edge Ratio : 0.0253449732469727
Connected Components : 687
Single-Vertex Connected Components : 212
Maximum Vertices in a Connected Component : 508
Maximum Edges in a Connected Component : 1071
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.868176
Graph Density : 0.000266031128713666
Modularity : 0.601801
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 3,654 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, 05 March 2021 at 10:41 UTC.

The requested start date was Friday, 05 March 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 12-day, 12-hour, 18-minute period from Friday, 19 February 2021 at 01:20 UTC to Wednesday, 03 March 2021 at 13:39 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:
[255] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7689309/
[113] https://rumble.com/vdhqe7-jos-antonio-campoy-covid-sars-cov-2-mascarillas-pcr-vacunas.html?mref=5sbb7&mc=dxrp1
[25] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2900425-6%2Ffulltext&rc=0
[9] https://medicosporlaverdad.net/el-virus-sars-cov-2-es-un-quimera-artificial-y-no-circula-en-la-poblacion/
[8] https://insight.jci.org/articles/view/123158
[8] http://www.rapidtests.be/index_advantages.html
[8] https://osp.od.nih.gov/wp-content/uploads/2013/06/Gain_of_Function_Deliberative_Process_Written_Public_Comments.pdf
[7] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41564-020-00789-5
[7] https://docs.google.com/forms/d/e/1FAIpQLSeU-UxpOoUTIGPS3375YYmblgCHmulesQEenDbRJ4W4A2wiuw/viewform?usp=send_form
[6] https://www.linkedin.com/feed/update/urn:li:activity:6651409751223652352/?updateEntityUrn=urn%3Ali%3Afs_feedUpdate%3A%28V2%2Curn%3Ali%3Aactivity%3A6651409751223652352%29

Top URLs in Tweet in G1:
[255] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7689309/
[1] https://academic.oup.com/humrep/advance-article/doi/10.1093/humrep/deab026/6125160
[1] https://twitter.com/koichi_kawakami/status/1366290792600412162

Top URLs in Tweet in G3:
[9] https://rumble.com/vdhqe7-jos-antonio-campoy-covid-sars-cov-2-mascarillas-pcr-vacunas.html?mref=5sbb7&mc=dxrp1
[4] https://www.fluoridefreepeel.ca/fois-reveal-that-health-science-institutions-around-the-world-have-no-record-of-sars-cov-2-isolation-purification/
[3] https://medicosporlaverdad.net/el-virus-sars-cov-2-es-un-quimera-artificial-y-no-circula-en-la-poblacion/
[2] http://www.futuredanger.com#LABS-LOSE-CONTROL-of-PATHOGENS
[2] https://pubmed.ncbi.nlm.nih.gov/32172672/
[2] https://seekingalpha.com/news/3667564-fluidigm-wins-emergency-use-nod-for-advanta-sars-cov-test?source=feed_f&utm_campaign=twitter_automated&utm_content=news&utm_medium=social&utm_source=twitter_automated
[1] https://nuzzel.com/shibi76/2021/02/19?utm_medium=referral&utm_campaign=ashare&utm_source=twitter
[1] https://pubmed.ncbi.nlm.nih.gov/32938761/
[1] https://news-r.ru/news/events/501401/?utm_source=twitter.com&utm_medium=social&utm_campaign=koshki--kroliki-i-ezhi-mogut-rasprostranyat
[1] https://www.businesswire.com/news/home/20210219005110/en/

Top URLs in Tweet in G4:
[5] https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0035421
[5] https://insight.jci.org/articles/view/123158
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5708621/
[3] https://mobile.twitter.com/Daoyu15/status/1362459465174278147
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3209347/
[2] https://www.biorxiv.org/content/10.1101/2021.02.02.429458v1
[2] https://greatgameindia.com/secret-bat-cages-wuhan-lab/
[1] https://pubmed.ncbi.nlm.nih.gov/18753223/
[1] https://archive.is/D3db3
[1] https://pubmed.ncbi.nlm.nih.gov/17194199/

Top URLs in Tweet in G5:
[25] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2900425-6%2Ffulltext&rc=0
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2608-y
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2395109/
[1] https://pubmed.ncbi.nlm.nih.gov/22536382/
[1] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(21)00425-6/fulltextThe
[1] https://www.bmvi.de/SharedDocs/DE/Publikationen/G/die-befoerderung-gefaehrlicher-gueter.pdf?__blob=publicationFile
[1] https://www.cdc.gov/sars/lab/images.html
[1] https://phil.cdc.gov//PHIL_Images/23313/23313_lores.jpg
[1] https://www.cdc.gov/media/subtopic/images.htm
[1] https://wwwnc.cdc.gov/eid/article/26/6/20-0516_article#tnF1

Top URLs in Tweet in G6:
[1] https://www.yenicaggazetesi.com.tr/mobi/3-doz-tartismasi-virusu-ureten-de-ayni-asiyi-ureten-de-58309yy.htm

Top URLs in Tweet in G7:
[66] https://rumble.com/vdhqe7-jos-antonio-campoy-covid-sars-cov-2-mascarillas-pcr-vacunas.html?mref=5sbb7&mc=dxrp1

Top URLs in Tweet in G8:
[1] https://jcm.asm.org/content/jcm/46/5/1734.full.pdf
[1] https://twitter.com/adegraat/status/1365945159876239360
[1] https://twitter.com/adegraat/status/1365942147090939904

Top URLs in Tweet in G9:
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-017-07766-9
[1] https://onenewsnow.com/perspectives/bryan-fischer/2020/04/27/fauci-knew-about-hcq-in-2005-nobody-needed-to-die
[1] https://www.reuters.com/article/uk-factcheck-chloroquine-sars-covid-19-idUSKCN2512A7

Top URLs in Tweet in G10:
[1] https://elpais.com/espana/madrid/2021-02-19/encierro-de-protesta-en-la-gerencia-de-atencion-primaria-de-madrid.html?outputType=amp&__twitter_impression=true

Top Domains
Top Domains in Tweet in Entire Graph:
[322] nih.gov
[116] rumble.com
[83] sporadestv.com
[66] twitter.com
[27] elsevierhealth.com
[21] nature.com
[14] google.com
[11] maghreb-post.de
[10] eltelemedicina.com
[10] medicosporlaverdad.net

Top Domains in Tweet in G1:
[255] nih.gov
[1] oup.com
[1] twitter.com

Top Domains in Tweet in G3:
[83] sporadestv.com
[24] twitter.com
[15] nih.gov
[11] rumble.com
[8] eidisis24.gr
[4] google.com
[4] medicosporlaverdad.net
[4] fluoridefreepeel.ca
[4] hyp.is
[3] medrxiv.org

Top Domains in Tweet in G4:
[12] nih.gov
[6] plos.org
[6] twitter.com
[5] jci.org
[3] archive.is
[3] biorxiv.org
[3] nature.com
[2] greatgameindia.com
[1] pnas.org
[1] springer.com

Top Domains in Tweet in G5:
[25] elsevierhealth.com
[5] cdc.gov
[2] nih.gov
[1] nature.com
[1] thelancet.com
[1] bmvi.de

Top Domains in Tweet in G6:
[1] com.tr

Top Domains in Tweet in G7:
[66] rumble.com

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

Top Domains in Tweet in G9:
[1] nature.com
[1] onenewsnow.com
[1] reuters.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[62] yomevacunoenlapública
[32] batcages
[31] covid19
[25] breaking
[22] mitosdelavacunacovid19
[17] coronavirus
[12] sarscov2
[12] ùƒùˆø±ùˆù†ø§
[10] ccp
[7] mir2021



Top Hashtags in Tweet in G3:
[12] covid19
[4] sars_cov_2
[4] sars_cov
[4] coronavirus
[3] vaccine
[2] mers_cov
[2] 2019ncov
[2] medical
[2] groupzirigoza
[2] pesquisador

Top Hashtags in Tweet in G4:
[32] batcages
[25] breaking
[4] sarscov2
[2] covid19

Top Hashtags in Tweet in G5:
[1] sars_cov_2

Top Hashtags in Tweet in G10:
[62] yomevacunoenlapública
[1] yomevacunoenlapãºblica
[1] sanidadpública

Top Words
Top Words in Tweet in Entire Graph:
[3301] sars
[2961] cov
[1370] æ
[1327] ç
[845] ãƒ
[770] î
[519] ϋ
[515] ÿæÿ
[505] problema
[345] virus

Top Words in Tweet in G1:
[1359] æ
[1319] ç
[807] sars
[807] ãƒ
[552] cov
[510] ÿæÿ
[510] ϋ
[257] ÿã
[256] ύ
[255] 2ã

Top Words in Tweet in G2:
[502] problema
[251] unos
[251] meses
[251] sars
[251] cov
[251] dejarã
[251] mundo
[251] trasladarse
[251] muchas
[251] cosas

Top Words in Tweet in G3:
[713] î
[407] sars
[392] cov
[71] ø
[59] αναλυτικοί
[59] πίνακες
[55] νέες
[55] μολύνσεις
[44] virus
[44] îºî

Top Words in Tweet in G4:
[153] sars
[147] cov
[41] virus
[35] experiments
[34] wuhan
[34] lab
[34] patent
[32] controversial
[32] chinese
[32] granted

Top Words in Tweet in G5:
[63] die
[60] pcr
[59] test
[54] sars
[53] cov
[45] lancet
[45] unserer
[45] sicht
[44] aktuelle
[40] geeignete

Top Words in Tweet in G6:
[114] etmek
[113] covid
[113] 19
[113] insan
[113] sars
[113] mutasyonu
[113] ise
[113] iki
[113] neden
[113] kabul

Top Words in Tweet in G7:
[68] campoy
[66] entrevista
[66] reciente
[66] hecha
[66] enero
[66] 2021
[66] contratado
[66] detective
[64] osiers59
[54] recorre

Top Words in Tweet in G8:
[53] sars
[51] virus
[46] cov
[27] hommel_b
[22] viral
[21] many
[21] diseases
[21] middle
[21] east
[21] respiratory

Top Words in Tweet in G9:
[21] peterhotez
[15] sars
[13] cov
[12] kevin_mckernan
[11] naomirwolf
[10] brianosheaspi
[8] canâ
[8] take
[8] heat
[8] rabid

Top Words in Tweet in G10:
[62] sanitariosnece
[62] #yomevacunoenlapública
[34] atención
[34] primaria
[33] vacunación
[32] exigimos
[32] gerencia
[32] realización
[32] campaña
[31] ayer

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2840] sars,cov
[534] î,î
[520] ãƒ,ãƒ
[376] cov,sars
[298] æ,æ
[261] sars,sars
[258] æ,ÿæÿ
[257] ÿæÿ,ç
[257] ç,ãƒ
[256] œç,ç

Top Word Pairs in Tweet in G1:
[552] sars,cov
[510] ãƒ,ãƒ
[297] æ,æ
[256] œç,ç
[256] ç,ç
[255] cov,sars
[255] sars,sars
[255] cov,2ã
[255] 2ã,œç
[255] ç,胞ã

Top Word Pairs in Tweet in G2:
[251] unos,meses
[251] meses,sars
[251] sars,cov
[251] cov,dejarã
[251] dejarã,problema
[251] problema,mundo
[251] mundo,trasladarse
[251] trasladarse,muchas
[251] muchas,cosas
[251] cosas,sã

Top Word Pairs in Tweet in G3:
[495] î,î
[373] sars,cov
[59] αναλυτικοί,πίνακες
[55] νέες,μολύνσεις
[55] μολύνσεις,sars
[55] cov,αναλυτικοί
[44] î,îºî
[37] î,îµï
[37] îµï,î
[35] îºî,î

Top Word Pairs in Tweet in G4:
[137] sars,cov
[32] controversial,chinese
[32] chinese,wuhan
[32] wuhan,lab
[32] lab,granted
[32] granted,patent
[32] patent,#batcages
[32] #batcages,conduct
[32] conduct,secret
[32] secret,virus

Top Word Pairs in Tweet in G5:
[59] pcr,test
[53] sars,cov
[45] lancet,unserer
[45] unserer,sicht
[44] sicht,aktuelle
[44] aktuelle,pcr
[40] test,geeignete
[37] geeignete,goldstandard
[31] fã,die
[26] die,bewertung

Top Word Pairs in Tweet in G6:
[113] covid,19
[113] 19,insan
[113] mutasyonu,ise
[113] ise,iki
[113] kabul,etmek
[113] etmek,istemiyoruz
[112] arslanbulut9,covid
[112] insan,yapımı
[112] yapımı,sars
[112] sars,cov

Top Word Pairs in Tweet in G7:
[66] reciente,campoy
[66] campoy,hecha
[66] hecha,enero
[66] enero,2021
[66] 2021,contratado
[66] contratado,detective
[64] osiers59,entrevista
[56] entrevista,reciente
[54] detective,recorre
[10] entrevista,mã

Top Word Pairs in Tweet in G8:
[44] sars,cov
[21] many,viral
[21] viral,diseases
[21] diseases,sars
[21] cov,middle
[21] middle,east
[21] east,respiratory
[21] respiratory,syndrome
[21] syndrome,coronavirus
[21] coronavirus,influenza

Top Word Pairs in Tweet in G9:
[13] sars,cov
[10] brianosheaspi,naomirwolf
[8] naomirwolf,canâ
[8] canâ,take
[8] take,heat
[8] heat,peterhotez
[8] peterhotez,rabid
[8] rabid,followers
[8] followers,report
[8] kevin_mckernan,brianosheaspi

Top Word Pairs in Tweet in G10:
[61] sanitariosnece,#yomevacunoenlapública
[34] atención,primaria
[32] #yomevacunoenlapública,exigimos
[32] exigimos,gerencia
[32] gerencia,atención
[32] primaria,realización
[32] realización,campaña
[32] campaña,vacunación
[31] ayer,algunas
[31] algunas,nuestras

Top Replied-To
Top Replied-To in Entire Graph:
@gadboit
@sandraweeden
@karl_lauterbach
@rossana38510044
@billybostickson
@czilcho
@abennett2511
@angoffinet
@flmirones
@ssbrzesny

Top Replied-To in G3:

Top Replied-To in G4:
@gadboit
@billybostickson
@rossana38510044
@czilcho
@angoffinet
@flmirones
@george_of_fl
@martinasisters
@pathogenetics
@fapsid

Top Replied-To in G5:
@karl_lauterbach
@fraiseadam
@sg97919885
@holgerhamburgo
@incytometry
@airstripone84
@endoviro1
@mirkraszewski
@datenklempner
@coronaausschuss

Top Replied-To in G8:
@wybrenvanhaga
@bastiannamuh
@ruben_deherdt
@hnkdvrs
@blckbxnews
@patricksavalle
@marcvegt
@leo1965knokke
@franspietersma
@breakingnieuws1

Top Replied-To in G9:
@kevin_mckernan
@ssbawa
@brianosheaspi
@peterhotez
@the_ouroboros__
@wakeupfromcovid
@factphily

Top Mentioned
Top Mentioned in Entire Graph:
@koichi_kawakami
@cholega
@arslanbulut9
@osiers59
@sanitariosnece
@uwemon
@steve_tiger1
@stephanekm
@stopdesmostoles
@greatgameindia

Top Mentioned in G1:
@koichi_kawakami
@uwemon

Top Mentioned in G2:
@cholega

Top Mentioned in G3:
@champagneta99
@cognitiomundis
@caudalgrupo
@schoerthals
@thomasconnors

Top Mentioned in G4:
@greatgameindia
@parsifaler
@amicocolorido
@billybostickson
@bidolinicola
@daoyu15
@ayjchan
@alexandrajalva4
@oespinar1
@harvard2h

Top Mentioned in G5:
@daggi21246802
@c_drosten
@phockertz
@karl_lauterbach
@goddeketal
@nzzas
@drzoehyde
@stacey_rudin
@scepticalaussie
@j23nadaje

Top Mentioned in G6:
@arslanbulut9

Top Mentioned in G7:
@osiers59

Top Mentioned in G8:
@hommel_b
@mschoemacher
@maccie000
@hnkdvrs
@djortsj
@diederikjekel
@mcjansen
@marionkoopmans
@borgerpieter
@blckbxnews

Top Mentioned in G9:
@peterhotez
@naomirwolf
@kevin_mckernan
@brianosheaspi
@jb1steve
@whatwouldido1
@carlsmythe
@farinances
@matthancook
@truthtwt

Top Mentioned in G10:
@sanitariosnece
@stopdesmostoles

Top Tweeters
Top Tweeters in Entire Graph:
@kompascom
@myfavoritescene
@tem_fsedwxwac
@altamirana2
@cleosagas1
@inabster
@thereal_rebel
@_redfrog
@sosorasora3
@citrus_kyoto

Top Tweeters in G1:
@myfavoritescene
@tem_fsedwxwac
@sosorasora3
@citrus_kyoto
@hiruandon89
@vostokintheair
@packraty
@bb45_colorado
@yunishio
@ocean_kids

Top Tweeters in G2:
@davidpbprz10
@aldotomis
@imapax
@vedazs16
@royriojas
@jess49504626
@fernandomerino
@jorgejhms
@tyrion4
@gatorandiano

Top Tweeters in G3:
@marketcurrents
@newsfilterio
@pidybi
@diogenischarala
@suriyasubraman
@qzv00507
@bettinagalo
@sporadestv
@menafnarabic
@joshuatcr

Top Tweeters in G4:
@economictimes
@alykhansatchu
@roseg
@nba
@luigi_warren
@msnbc
@elle_eff247
@aegisbridge
@nathannadeson
@schneiderleonid

Top Tweeters in G5:
@chrisbrey1
@welt
@mairn_pap
@fischblog
@derspiegel
@scepticalaussie
@clarkemicah
@piotrrszymanski
@xenosstinkriti
@gwarsbane

Top Tweeters in G6:
@colakrengin
@luckyladybird15
@pikqachu
@pekdogaaan
@aslican33
@kadibay
@ismailcengiz
@ovandire
@asiyim_1907
@semadeniz4

Top Tweeters in G7:
@altamirana2
@juandeitalia
@bilduman90
@1967loboiberico
@gcocchioni
@frenumi
@maribervin
@poehlerprensa
@behahun
@juanjonieto79

Top Tweeters in G8:
@breakingnieuws1
@klaagblondy
@eendjekwakk
@wimwientjes
@eradus2911
@58panchita
@deleugenregeert
@patricksavalle
@leo1965knokke
@kleinverzet

Top Tweeters in G9:
@lorishemek
@gnobreakthrough
@the_ouroboros__
@naomirwolf
@arusakow
@cindyb1333
@andre_liliane
@thomas_binder
@mercola
@carlsmythe

Top Tweeters in G10:
@cleosagas1
@kolontai1959
@antonio22201467
@mariaredondo18
@celesgalan64
@cpugena
@noemipah
@pahnoguera
@voluntarioscjc
@pahsegovia


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