SARS-COV, Twitter, 4/9/2022 3:58:28 PM, 274563


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SARS-COV_2022-04-09_03-36-01.xlsx
SARS-COV_2022-04-09_03-36-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 09, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3v8KfeP
@pwrdbyanthony
@jlesgards
@michaelbathurst
@radbruch_lab
@webb0412
@daoyu15
@f250roush
@shoutmgb
@angelos_frank
@natilo999

Top hashtags:
#covid19
#livejournalclub
#originsofcovid
#how
#model
#longsars
#sarscov2
#espe
#uce

Description:
Description
The graph represents a network of 1,889 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, 09 April 2022 at 10:40 UTC.

The requested start date was Saturday, 09 April 2022 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 12-day, 11-hour, 4-minute period from Saturday, 26 March 2022 at 00:46 UTC to Thursday, 07 April 2022 at 11:50 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 : 1889
Unique Edges : 870
Edges With Duplicates : 2299
Total Edges : 3169
Number of Edge Types : 5
Retweet : 1084
MentionsInRetweet : 1301
Replies to : 210
Mentions : 408
Tweet : 166
Self-Loops : 174
Reciprocated Vertex Pair Ratio : 0.00649702219815918
Reciprocated Edge Ratio : 0.0129101667563206
Connected Components : 282
Single-Vertex Connected Components : 77
Maximum Vertices in a Connected Component : 497
Maximum Edges in a Connected Component : 994
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 2.881739
Graph Density : 0.00052124924854869
Modularity : 0.565892
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,889 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, 09 April 2022 at 10:40 UTC.

The requested start date was Saturday, 09 April 2022 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 12-day, 11-hour, 4-minute period from Saturday, 26 March 2022 at 00:46 UTC to Thursday, 07 April 2022 at 11:50 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:
[21] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-01557-z
[11] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2550-z
[5] https://rumble.com/vya9oc-nobody-has-isolated-the-covid-19-sars-cov-2-virus-with-dr.-andrew-kaufman.html
[4] https://urly.it/3mqtb
[3] https://www.pnas.org/doi/10.1073/pnas.1517719113
[3] https://m-cam.com/wp-content/uploads/2020/04/20200403_SARS_CoV_Patent_Corpus_Lit_Review.pdf
[2] https://genomediscovery.org/
[2] https://onlinelibrary.wiley.com/doi/10.1002/ptr.7302
[2] https://www.scientificamerican.com/article/what-we-know-about-omicrons-ba-2-variant-so-far1/?amp;text=
[2] https://twitter.com/elisaperego78/status/1437130334869544961?t=XTfXNZCfqz3vIHZmkstWmA&s=19

Top URLs in Tweet in G2:
[1] https://pubmed.ncbi.nlm.nih.gov/18094188/
[1] https://lecourrierdesstrateges.fr/2022/03/30/les-vaccins-contre-covid-deteriorent-le-systeme-immunitaire-et-provoquent-un-syndrome-dimmunodeficience-acquise-sida/

Top URLs in Tweet in G3:
[2] https://www.thehindu.com/sci-tech/health/who-records-new-recombinant-sars-cov-2-variant/article65284952.ece
[2] https://www.scientificamerican.com/article/what-we-know-about-omicrons-ba-2-variant-so-far1/?amp;text=
[1] https://cc.lovinglifetv.com/video/2427/nobody-has-isolated-the-covid-19-sars-cov-2-virus-with-dr.-andrew-kaufman?channelName=C19
[1] https://mylungenfibrosensip.wordpress.com/2022/03/26/tag-3-sars-cov-verdachtsfall/
[1] https://twitter.com/nelski13/status/1507730749625188365
[1] https://twitter.com/JLesgards/status/1508216884046569474
[1] https://www.njctw.com/2022/03/hiclover-medical-facility-medical-waste-heater-in-stock-for-2019-ncov-sars-cov-sars-coronavirus-unique-coronavirus/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[1] https://twitter.com/biorxivpreprint/status/1508251651735539713
[1] https://twitter.com/FluTrackers/status/1508586366803791877
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-022-04661-w

Top URLs in Tweet in G4:
[3] https://www.pnas.org/doi/10.1073/pnas.1517719113
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273486
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274041
[1] https://twitter.com/daoyu15/status/1471657205355012102
[1] https://journals.asm.org/doi/10.1128/JVI.80.9.4211-4219.2006?cookieSet=1
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41467-020-17687-3
[1] https://virological.org/t/analysis-of-wuhan-coronavirus-deja-vu/357/4
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fnature12711%2Ffigures%2F6
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7706959/
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs10311-021-01211-0

Top URLs in Tweet in G5:
[1] https://twitter.com/Debunk_the_Funk/status/1507743409238335497

Top URLs in Tweet in G6:
[19] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-01557-z
[11] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2550-z

Top URLs in Tweet in G9:
[1] https://zenodo.org/record/6210570
[1] https://twitter.com/Very_0wn/status/1470536165241491456?s=20&t=XT0XBM_CsHVYvSVcdk-2Sw
[1] https://www.jimmunol.org/content/jimmunol/181/9/6337.full.pdf
[1] https://twitter.com/sylwie_sch/status/1472678363546460176

Top Domains
Top Domains in Tweet in Entire Graph:
[40] nature.com
[29] twitter.com
[13] nih.gov
[5] biorxiv.org
[5] asm.org
[5] rumble.com
[4] maghreb-post.de
[4] nodexlgraphgallery.org
[4] urly.it
[3] genomediscovery.org

Top Domains in Tweet in G2:
[1] nih.gov
[1] lecourrierdesstrateges.fr

Top Domains in Tweet in G3:
[10] twitter.com
[5] biorxiv.org
[4] nature.com
[3] myjournals.org
[3] hyp.is
[2] nih.gov
[2] lasillarota.com
[2] thehindu.com
[2] opiniapublica.info
[2] scientificamerican.com

Top Domains in Tweet in G4:
[4] nodexlgraphgallery.org
[3] pnas.org
[2] nature.com
[1] twitter.com
[1] asm.org
[1] virological.org
[1] nih.gov
[1] springer.com
[1] propublica.org
[1] bit.ly

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[30] nature.com

Top Domains in Tweet in G9:
[2] twitter.com
[1] zenodo.org
[1] jimmunol.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[10] covid19
[7] livejournalclub
[5] originsofcovid
[4] how
[4] model
[4] longsars
[3] sarscov2
[3] espe
[3] uce
[3] usfsq



Top Hashtags in Tweet in G3:
[2] lomã¡svisto
[2] variant
[1] zapnometinib
[1] impfpflicht
[1] covid19
[1] covid_19
[1] corona
[1] usacubrebocas
[1] startupnewsfyi
[1] startupnews

Top Hashtags in Tweet in G4:
[6] covid19
[5] originsofcovid
[3] sarscov2
[3] updatelabbioasdiukraina
[2] eu4s
[2] townhall
[2] gripalizacionletal
[2] gripalizareserrar
[1] likeascientist
[1] covid

Top Words
Top Words in Tweet in Entire Graph:
[1492] sars
[1408] cov
[518] 2004
[500] ranst
[500] worden
[499] marc
[499] kunnen
[498] zou
[498] chloroquine
[498] beschouwd

Top Words in Tweet in G1:
[498] worden
[498] sars
[498] cov
[498] infecties
[497] pwrdbyanthony
[497] volgens
[497] onze
[497] marc
[497] ranst
[497] zou

Top Words in Tweet in G2:
[240] sars
[240] cov
[229] labo
[221] publi
[221] ralph
[221] baric
[221] 2008
[221] mutations
[221] passage
[221] animal

Top Words in Tweet in G3:
[109] sars
[102] cov
[18] virus
[8] mers
[7] covid
[7] die
[6] viruses
[6] ba
[5] και
[5] viral

Top Words in Tweet in G4:
[70] sars
[67] cov
[30] wow
[26] daoyu15
[14] tony_vandongen
[14] 2019
[12] rbd
[12] charlesrixey
[10] same
[10] jikkyleaks

Top Words in Tweet in G5:
[5] sars
[5] cov
[2] foofdawg
[2] mcfunny
[2] one
[2] knew
[2] impact
[2] peteinsilico
[2] debunk_the_funk
[2] podcastbill

Top Words in Tweet in G6:
[43] radbruch_lab
[32] sars
[26] cov
[23] long
[21] die
[20] 2003
[20] covid
[19] vielleicht
[19] term
[19] perspective

Top Words in Tweet in G7:
[50] pandemia
[50] gran
[50] mentira
[50] desplegada
[50] propósito
[50] implementar
[50] nuevo
[50] orden
[50] mundial
[50] dictatorial

Top Words in Tweet in G8:
[78] iã
[78] inde
[39] tekerlemeleri
[39] gã
[39] ncelliyorum
[39] evvel
[39] zaman
[39] kalbur
[39] saman
[39] pireler

Top Words in Tweet in G9:
[29] very_0wn
[28] aim
[28] study
[28] analyze
[28] cominarty
[28] mrna
[28] crispr
[28] cas9
[28] gene
[28] editing

Top Words in Tweet in G10:
[2] redkiraz
[2] ikostenas
[2] tanjastadler_ch
[2] marcelsalathe_d
[2] joergmaeder
[2] samiahurst
[2] mriediker
[2] flahault
[2] empa_ch

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1372] sars,cov
[499] marc,ranst
[498] kunnen,worden
[498] beschouwd,geneesmiddel
[498] geneesmiddel,sars
[498] cov,infecties
[497] volgens,onze
[497] onze,marc
[497] ranst,zou
[497] zou,chloroquine

Top Word Pairs in Tweet in G1:
[498] sars,cov
[498] cov,infecties
[497] volgens,onze
[497] onze,marc
[497] marc,ranst
[497] ranst,zou
[497] zou,chloroquine
[497] chloroquine,kunnen
[497] kunnen,worden
[497] worden,beschouwd

Top Word Pairs in Tweet in G2:
[239] sars,cov
[221] publi,ralph
[221] ralph,baric
[221] baric,2008
[221] 2008,mutations
[221] mutations,labo
[221] labo,sars
[221] cov,passage
[221] passage,animal
[221] animal,homme

Top Word Pairs in Tweet in G3:
[96] sars,cov
[11] cov,sars
[6] virus,sars
[5] mers,cov
[5] sars,covâ
[4] cov,mers
[4] cazuri,noi
[4] noi,persoane
[4] persoane,infectate
[4] infectate,cu

Top Word Pairs in Tweet in G4:
[61] sars,cov
[20] wow,wow
[11] charlesrixey,daoyu15
[10] jikkyleaks,senronjohnson
[10] senronjohnson,chrismartenson
[10] chrismartenson,charlesrixey
[10] daoyu15,wow
[10] wow,submitted
[10] submitted,nature
[10] nature,october

Top Word Pairs in Tweet in G5:
[5] sars,cov
[2] one,knew
[2] code__green,98jabjab2

Top Word Pairs in Tweet in G6:
[26] sars,cov
[19] long,term
[19] term,perspective
[19] perspective,immunity
[19] immunity,covid
[19] covid,halben
[19] halben,jahr
[19] jahr,war
[19] war,klar
[18] violapriesemann,liebe

Top Word Pairs in Tweet in G7:
[50] pandemia,gran
[50] gran,mentira
[50] mentira,desplegada
[50] desplegada,propósito
[50] propósito,implementar
[50] implementar,nuevo
[50] nuevo,orden
[50] orden,mundial
[50] mundial,dictatorial
[49] sanitariottoker,pandemia

Top Word Pairs in Tweet in G8:
[78] iã,inde
[39] tekerlemeleri,gã
[39] gã,ncelliyorum
[39] ncelliyorum,evvel
[39] evvel,zaman
[39] zaman,iã
[39] inde,kalbur
[39] kalbur,saman
[39] saman,iã
[39] inde,pireler

Top Word Pairs in Tweet in G9:
[28] aim,study
[28] study,analyze
[28] analyze,cominarty
[28] cominarty,mrna
[28] mrna,crispr
[28] crispr,cas9
[28] cas9,gene
[28] gene,editing
[28] editing,technology
[28] technology,explain

Top Word Pairs in Tweet in G10:
[2] redkiraz,ikostenas
[2] ikostenas,tanjastadler_ch
[2] tanjastadler_ch,marcelsalathe_d
[2] marcelsalathe_d,joergmaeder
[2] joergmaeder,samiahurst
[2] samiahurst,mriediker
[2] mriediker,flahault
[2] flahault,empa_ch

Top Replied-To
Top Replied-To in Entire Graph:
@tony_vandongen
@elonmusk
@karl_lauterbach
@ayjchan
@barnardb20
@harvard2h
@ichudov
@potus
@alvarofilgon
@jasonha41790529

Top Replied-To in G1:
@pwrdbyanthony

Top Replied-To in G2:
@rhyshparry

Top Replied-To in G3:

Top Replied-To in G4:
@tony_vandongen
@ayjchan
@daveatkinsonmd
@jikkyleaks
@mbalter
@capitolsheila
@authornickunj
@rossana38510044

Top Replied-To in G5:
@isa_picard
@doctorlunge
@kathysm59005579
@mcfunny

Top Replied-To in G6:
@violapriesemann
@favilla_lotter
@oberbeleuchter
@pelagicbird
@tim_roehn
@m_t_franz
@liberalmut
@imnotathome

Top Replied-To in G10:
@redkiraz

Top Mentioned
Top Mentioned in Entire Graph:
@pwrdbyanthony
@jlesgards
@sanitariottoker
@radbruch_lab
@drahmetrasim
@very_0wn
@daoyu15
@violapriesemann
@luskarusso
@charlesrixey

Top Mentioned in G1:
@pwrdbyanthony

Top Mentioned in G2:
@jlesgards
@gerardbondeau
@canardbruno
@naturecomms

Top Mentioned in G4:
@daoyu15
@charlesrixey
@senronjohnson
@chrismartenson
@greg21143362
@jikkyleaks
@rossana38510044
@tony_vandongen
@authornickunj
@biophysicsfl

Top Mentioned in G5:
@foofdawg
@peteinsilico
@debunk_the_funk
@podcastbill
@code__green
@98jabjab2
@truthtwt
@handmadekathy
@swedishchf
@lizditz

Top Mentioned in G6:
@radbruch_lab
@violapriesemann
@bratanbrabratan
@tim_roehn
@pelagicbird
@hendrikstreeck
@m_t_franz
@epidemiologin
@boris25309876
@gerdantes

Top Mentioned in G7:
@sanitariottoker

Top Mentioned in G8:
@drahmetrasim

Top Mentioned in G9:
@very_0wn

Top Mentioned in G10:
@ikostenas
@tanjastadler_ch
@marcelsalathe_d
@joergmaeder
@samiahurst
@mriediker
@flahault
@empa_ch
@grandmeredebois
@redkiraz

Top Tweeters
Top Tweeters in Entire Graph:
@lizditz
@wadakashiho
@parliamodinews
@botliberalisme
@daminous_purity
@2am_eu
@bearingtruth
@nelliejs501
@mazenod10
@lau68951920

Top Tweeters in G1:
@nelliejs501
@huigen2
@verkerksok
@wimwientjes
@lutgroenez
@jjdemul
@boduoghnat
@w12move
@marjavancaem
@gkraankra

Top Tweeters in G2:
@mazenod10
@lau68951920
@lopezdominique2
@delalande72
@julien0686
@saraart4
@dlfparis16
@gerardbondeau
@sev14423512
@solarcx69

Top Tweeters in G3:
@2am_eu
@gateta30
@myjournals
@opublicainfo
@giovannidalloli
@biorxivpreprint
@medicalblogger
@shinobu6201508
@lsrhidalgo
@mortalhope1

Top Tweeters in G4:
@adevotedyogi
@shoutmgb
@kraus_read
@michaelbathurst
@alwaysthemama
@jsaholmes
@mbalter
@theintercept
@daoyu15
@f250roush

Top Tweeters in G5:
@lizditz
@doritmi
@sapienist
@monstercoyliar
@mcfunny
@frankdelia7
@peteinsilico
@ktibus
@gmopundit
@webb0412

Top Tweeters in G6:
@m_t_franz
@lehrbuda
@aloa5
@zach_andrea
@thomas_wilckens
@anla18294437
@angelflorian78
@soniamarima
@liberalmut
@ronanorb

Top Tweeters in G7:
@raykar57
@valesia2
@siviole
@vadodecaza1
@anasturiana60
@berenguela_nav
@milethp27
@worthy_high
@lulyesco24
@universo_darwin

Top Tweeters in G8:
@farat24
@normamia4
@haccamkaan
@ch_yeyen
@aytekinoner
@asudeaygun_
@t_c_ny
@drahmetrasim
@gnyyldz2
@ahidayet

Top Tweeters in G9:
@andyhammers
@goughmonet
@nleespeaking
@ruudd60
@saveukdemocracy
@smyl2day
@destroycabal
@bigheadwisdom
@rubic3n
@randfanshier

Top Tweeters in G10:
@botliberalisme
@flahault
@firefox
@redkiraz
@ikostenas
@samiahurst
@firefoxx66
@joergmaeder
@c_althaus
@hslu


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