SARS-COV, Twitter, 4/8/2022 10:08:53 AM, 274493


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SARS-COV_2022-04-08_02-18-02.xlsx
SARS-COV_2022-04-08_02-18-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 08, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3NWoasA
@pwrdbyanthony
@jlesgards
@michaelbathurst
@radbruch_lab
@webb0412
@daoyu15
@f250roush
@shoutmgb
@angelos_frank
@cmamillaria

Top hashtags:
#gripalizacionletal
#gripalizareserrar
#covid19
#livejournalclub
#model
#how

Description:
Description
The graph represents a network of 2,085 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, 08 April 2022 at 09:19 UTC.

The requested start date was Friday, 08 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 13-day, 11-hour, 48-minute period from Friday, 25 March 2022 at 00:02 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 : 2085
Unique Edges : 1011
Edges With Duplicates : 2486
Total Edges : 3497
Number of Edge Types : 5
Retweet : 1176
MentionsInRetweet : 1439
Replies to : 242
Mentions : 449
Tweet : 191
Self-Loops : 200
Reciprocated Vertex Pair Ratio : 0.00730994152046784
Reciprocated Edge Ratio : 0.0145137880986938
Connected Components : 321
Single-Vertex Connected Components : 89
Maximum Vertices in a Connected Component : 497
Maximum Edges in a Connected Component : 1086
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.007836
Graph Density : 0.000475703889863157
Modularity : 0.576217
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,085 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, 08 April 2022 at 09:19 UTC.

The requested start date was Friday, 08 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 13-day, 11-hour, 48-minute period from Friday, 25 March 2022 at 00:02 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://twitter.com/annastaciamp/status/1507195878247112705
[1] https://www.vox.com/22994648/covid-19-hong-kong-outbreak-omicron-ba2-cases-deaths-record-vaccine
[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/GraduatedBen/status/1507741253349355520
[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

Top URLs in Tweet in G4:
[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 G5:
[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/threedogsonekid/status/1511877339809943555
[1] https://archive.ph/yXjt4
[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

Top URLs in Tweet in G6:
[1] https://twitter.com/Debunk_the_Funk/status/1507743409238335497

Top URLs in Tweet in G7:
[1] https://patft.uspto.gov/netacgi/nph-Parser?Sect1=PTO1&Sect2=HITOFF&d=PALL&p=1&u=%2Fnetahtml%2FPTO%2Fsrchnum.htm&r=1&f=G&l=50&s1=9193780.PN.&OS=PN/9193780&RS=PN/9193780

Top URLs in Tweet in G9:
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7095783/
[1] https://www.jimmunol.org/content/jimmunol/181/9/6337.full.pdf
[1] https://twitter.com/sylwie_sch/status/1472678363546460176
[1] https://zenodo.org/record/6210570
[1] https://twitter.com/Very_0wn/status/1470536165241491456?s=20&t=XT0XBM_CsHVYvSVcdk-2Sw

Top URLs in Tweet in G10:
[2] https://twitter.com/elisaperego78/status/1437130334869544961?t=XTfXNZCfqz3vIHZmkstWmA&s=19
[1] https://twitter.com/elisaperego78/status/1437130334869544961?t=Smf0c3GRNYZHtDAWrI5IGw&s=19
[1] https://twitter.com/elisaperego78/status/1437130334869544961?t=zjMImCdifi4KZydYbvbDMA&s=19
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7114182/

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

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

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

Top Domains in Tweet in G4:
[30] nature.com

Top Domains in Tweet in G5:
[5] nodexlgraphgallery.org
[3] pnas.org
[2] twitter.com
[2] nature.com
[1] archive.ph
[1] asm.org
[1] virological.org
[1] nih.gov
[1] springer.com
[1] propublica.org

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

Top Domains in Tweet in G7:
[1] uspto.gov

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

Top Domains in Tweet in G10:
[4] twitter.com
[1] nih.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[13] gripalizacionletal
[13] gripalizareserrar
[11] covid19
[7] livejournalclub
[6] model
[5] how
[5] originsofcovid
[4] longsars
[3] sarscov2
[3] espe



Top Hashtags in Tweet in G3:
[2] lomásvisto
[2] variant
[1] auspol
[1] vaccineplus
[1] wearamask
[1] cleantheair
[1] zapnometinib
[1] impfpflicht
[1] covid19
[1] covid_19

Top Hashtags in Tweet in G4:
[1] impfpflicht

Top Hashtags in Tweet in G5:
[6] covid19
[5] originsofcovid
[3] sarscov2
[3] updatelabbioasdiukraina
[2] eu4s
[2] townhall
[2] gripalizacionletal
[2] gripalizareserrar
[1] likeascientist
[1] covid

Top Hashtags in Tweet in G10:
[4] longsars

Top Words
Top Words in Tweet in Entire Graph:
[1650] sars
[1587] cov
[518] 2004
[500] ranst
[500] worden
[499] marc
[499] chloroquine
[499] kunnen
[498] zou
[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:
[125] sars
[123] cov
[28] virus
[8] die
[8] viruses
[8] mers
[8] remember
[7] covid
[7] pcr
[6] infected

Top Words in Tweet in G4:
[61] radbruch_lab
[52] sars
[46] cov
[41] die
[38] 2003
[37] vielleicht
[36] violapriesemann
[36] liebe
[36] frau
[36] priesemann

Top Words in Tweet in G5:
[74] sars
[71] cov
[30] wow
[26] daoyu15
[14] bat
[14] tony_vandongen
[14] 2019
[12] rbd
[12] rossana38510044
[12] charlesrixey

Top Words in Tweet in G6:
[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 G7:
[51] pandemia
[51] gran
[51] mentira
[51] desplegada
[51] propósito
[51] implementar
[51] nuevo
[51] orden
[51] mundial
[51] dictatorial

Top Words in Tweet in G8:
[78] içinde
[39] tekerlemeleri
[39] güncelliyorum
[39] evvel
[39] zaman
[39] kalbur
[39] saman
[39] pireler
[39] berber
[39] develer

Top Words in Tweet in G9:
[30] 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:
[51] sars
[22] cov
[14] elisaperego78
[14] long
[14] term
[13] virus
[13] never
[12] effects
[11] linked
[11] plethora

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1549] 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:
[117] sars,cov
[12] cov,sars
[8] virus,sars
[5] mers,cov
[4] dr,death
[4] cov,virus
[4] according,embodiments
[4] embodiments,invention
[4] cov,mers
[4] pcr,tests

Top Word Pairs in Tweet in G4:
[46] sars,cov
[36] violapriesemann,liebe
[36] liebe,frau
[36] frau,priesemann
[36] priesemann,vielleicht
[36] vielleicht,hilft
[36] hilft,orientierung
[36] orientierung,sars
[36] cov,2003
[36] 2003,die

Top Word Pairs in Tweet in G5:
[65] 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 G6:
[5] sars,cov
[2] one,knew
[2] code__green,98jabjab2

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

Top Word Pairs in Tweet in G8:
[39] tekerlemeleri,güncelliyorum
[39] güncelliyorum,evvel
[39] evvel,zaman
[39] zaman,içinde
[39] içinde,kalbur
[39] kalbur,saman
[39] saman,içinde
[39] içinde,pireler
[39] pireler,berber
[39] berber,develer

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:
[22] sars,cov
[14] long,term
[11] cov,sars
[11] sars,virus
[11] virus,linked
[11] linked,plethora
[11] plethora,long
[11] term,effects
[11] effects,people
[11] people,affected

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 G4:
@violapriesemann
@favilla_lotter
@janoschdahmen
@oberbeleuchter
@pelagicbird
@tim_roehn
@m_t_franz
@liberalmut
@imnotathome

Top Replied-To in G5:
@tony_vandongen
@ayjchan
@monarahalkar
@daveatkinsonmd
@jikkyleaks
@mbalter
@capitolsheila
@authornickunj
@rossana38510044

Top Replied-To in G6:
@isa_picard
@doctorlunge
@kathysm59005579
@mcfunny

Top Replied-To in G7:
@leklaial

Top Replied-To in G9:
@txstillwatching

Top Replied-To in G10:
@silvia_campioni
@0bj3ctivity

Top Mentioned
Top Mentioned in Entire Graph:
@pwrdbyanthony
@jlesgards
@radbruch_lab
@sanitariottoker
@drahmetrasim
@violapriesemann
@very_0wn
@daoyu15
@johndefeo
@elisaperego78

Top Mentioned in G1:
@pwrdbyanthony

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

Top Mentioned in G4:
@radbruch_lab
@violapriesemann
@bratanbrabratan
@tim_roehn
@pelagicbird
@hendrikstreeck
@nichtganzdicht1
@klausholetschek
@m_t_franz
@epidemiologin

Top Mentioned in G5:
@daoyu15
@charlesrixey
@rossana38510044
@senronjohnson
@chrismartenson
@greg21143362
@jikkyleaks
@tony_vandongen
@authornickunj
@humblesci

Top Mentioned in G6:
@foofdawg
@peteinsilico
@debunk_the_funk
@podcastbill
@code__green
@98jabjab2
@truthtwt
@handmadekathy
@swedishchf
@lizditz

Top Mentioned in G7:
@sanitariottoker
@srwaltkowalski
@unaespectadora1
@lasextatv

Top Mentioned in G8:
@drahmetrasim

Top Mentioned in G9:
@very_0wn
@txstillwatching

Top Mentioned in G10:
@elisaperego78
@longcoviditalia
@lucacozzuto
@istsupsan
@who
@silvia_campioni
@helenjaneadkins
@hicksyfern
@lindahoneyfedup
@bad_dune

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

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
@verdaddudada
@opublicainfo
@giovannidalloli
@biorxivpreprint
@gabriel_hgs
@medicalblogger
@shinobu6201508

Top Tweeters in G4:
@m_t_franz
@lehrbuda
@aloa5
@zach_andrea
@thomas_wilckens
@gnillih67
@holmesgmx
@anla18294437
@angelflorian78
@soniamarima

Top Tweeters in G5:
@adevotedyogi
@shoutmgb
@kraus_read
@michaelbathurst
@alwaysthemama
@jsaholmes
@mbalter
@mguru2020
@kuanlinnie
@theintercept

Top Tweeters in G6:
@lizditz
@doritmi
@sapienist
@monstercoyliar
@mcfunny
@frankdelia7
@peteinsilico
@ktibus
@gmopundit
@webb0412

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

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:
@kingdomofwench
@die_primel
@joa_becker
@czedwards
@0bj3ctivity
@jrzygirlinfla
@compostwitch
@proftomquinn
@who
@alitwy


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