SARS-COV, Twitter, 11/9/2021 8:43:36 PM, 265943


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SARS-COV_2021-11-09_04-32-01.xlsx
SARS-COV_2021-11-09_04-32-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 09, 2021
Short Description:
SARS-COV via NodeXL https://bit.ly/3EXrRsD
@drjohnb2
@thenblendr
@sciencetm
@unc
@ico_dna
@sciencemagazine
@daoyu15
@bassaces1
@sailorrooscout
@tommy_cleary

Top hashtags:
#sarscov2
#sars
#covid19
#studie
#corona
#totimpfstoff
#impfstoff
#antikörpern
#3clpro

Description:
Description
The graph represents a network of 3,054 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 Tuesday, 09 November 2021 at 12:34 UTC.

The requested start date was Tuesday, 09 November 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 13-day, 21-hour, 14-minute period from Tuesday, 26 October 2021 at 02:48 UTC to Tuesday, 09 November 2021 at 00:03 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 : 3054
Unique Edges : 1690
Edges With Duplicates : 3429
Total Edges : 5119
Number of Edge Types : 5
Retweet : 1233
MentionsInRetweet : 1516
Mentions : 1406
Replies to : 534
Tweet : 430
Self-Loops : 483
Reciprocated Vertex Pair Ratio : 0.0135087095627444
Reciprocated Edge Ratio : 0.0266573132234304
Connected Components : 580
Single-Vertex Connected Components : 153
Maximum Vertices in a Connected Component : 782
Maximum Edges in a Connected Component : 1917
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.67455
Graph Density : 0.000305774581391273
Modularity : 0.561261
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,054 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 Tuesday, 09 November 2021 at 12:34 UTC.

The requested start date was Tuesday, 09 November 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 13-day, 21-hour, 14-minute period from Tuesday, 26 October 2021 at 02:48 UTC to Tuesday, 09 November 2021 at 00:03 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:
[12] https://onlinelibrary.wiley.com/doi/full/10.1111/cla.12425?cookieSet=1
[12] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8109199/
[12] https://www.cdc.gov/vaccines/covid-19/health-departments/breakthrough-cases.html
[10] https://www.fluoridefreepeel.ca/fois-reveal-that-health-science-institutions-around-the-world-have-no-record-of-sars-cov-2-isolation-purification/
[9] https://genuineprospect.com/2021/10/14/sars-cov-2-the-beginning/
[6] https://archive.md/D09VW
[6] https://brandnewtube.com/watch/dr-thomas-cowan-statement-on-virus-isolation-february-2021_6riegaJKwSHN6qv.html
[6] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2349-y
[5] https://www.science.org/doi/10.1126/scitranslmed.abj7125?utm_campaign=SciMag&utm_source=Social&utm_medium=Twitter
[5] https://archive.md/rcJS7

Top URLs in Tweet in G1:
[1] https://www.sciencedirect.com/science/article/pii/S0065277621000298?via%3Dihub
[1] https://twitter.com/DrJohnB2/status/1455240427578200065

Top URLs in Tweet in G2:
[4] http://www.ertnews.gr/
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7587547/
[2] https://twitter.com/DrJohnB2/status/1455240427578200065
[2] http://ai-vres.blogspot.com/2021/10/sars-cov-2-27-28102021-32-5.html
[2] http://ai-vres.blogspot.com/2021/10/sars-cov-2-29102021-1.html
[2] http://ai-vres.blogspot.com/2021/11/sars-cov-2-31102021-2.html
[2] http://ai-vres.blogspot.com/2021/11/sars-cov-2-2112021-9.html
[2] http://ai-vres.blogspot.com/2021/11/sars-cov-2-3112021-7.html
[2] http://ai-vres.blogspot.com/2021/11/sars-cov-2-4112021-16-1.html
[2] http://ai-vres.blogspot.com/2021/11/sars-cov-2-56112021-17-107.html

Top URLs in Tweet in G3:
[12] https://onlinelibrary.wiley.com/doi/full/10.1111/cla.12425?cookieSet=1
[10] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8109199/
[6] https://archive.md/D09VW
[5] https://archive.md/rcJS7
[2] https://www.rcsb.org/3d-view/6ACD
[2] https://drive.google.com/drive/folders/1oWSFk7FCu1y26PO2eV7TIvTgn4i018SP?usp=sharing
[2] https://archive.md/HbwXq
[2] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs12250-018-0009-2
[1] https://doi.org/10.1126/science.abl6184
[1] https://www.nature.com/doifinder/10.1038/nature12711

Top URLs in Tweet in G4:
[5] https://www.science.org/doi/10.1126/scitranslmed.abj7125?utm_campaign=SciMag&utm_source=Social&utm_medium=Twitter
[1] https://www.medchemexpress.com/grl-0496.html

Top URLs in Tweet in G6:
[1] https://pubmed.ncbi.nlm.nih.gov/33341119/
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2294-9%3Ffbclid%3DIwAR3Ox6SzgGOuUc593UgEXxJoZ8bawu51m-KGr59pISTRgcvLH2fDvyPX9xI
[1] https://www.frontiersin.org/articles/10.3389/fcimb.2020.587269/full

Top URLs in Tweet in G7:
[3] https://www.ncbi.nlm.nih.gov/labs/pmc/articles/PMC7141560/
[1] https://twitter.com/jhillmd/status/1457495610324512771
[1] https://twitter.com/mlevitt_np2013/status/1457338693900021763
[1] https://www.stratech.co.uk/creative-biomart/research-solutions-for-coronavirus-3/
[1] https://www.ncbi.nlm.nih.gov/labs/pmc/articles/PMC2753736/
[1] https://www.ncbi.nlm.nih.gov/labs/pmc/articles/PMC2883479/
[1] https://www.ncbi.nlm.nih.gov/labs/pmc/articles/PMC2750803/
[1] https://www.ncbi.nlm.nih.gov/labs/pmc/articles/PMC2603051/
[1] https://www.liebertpub.com/doi/10.1089/vim.2008.0064?url_ver=Z39.88-2003&rfr_id=ori%3Arid%3Acrossref.org&rfr_dat=cr_pub++0pubmed&cookieSet=1
[1] https://www.ncbi.nlm.nih.gov/labs/pmc/articles/PMC3165014/

Top Domains
Top Domains in Tweet in Entire Graph:
[66] twitter.com
[66] nih.gov
[35] ertnews.gr
[22] astratv.gr
[16] nature.com
[16] blogspot.com
[16] cdc.gov
[15] wiley.com
[13] archive.md
[13] sporadestv.com

Top Domains in Tweet in G1:
[1] sciencedirect.com
[1] twitter.com

Top Domains in Tweet in G2:
[33] twitter.com
[24] ertnews.gr
[22] astratv.gr
[16] blogspot.com
[14] nih.gov
[13] sporadestv.com
[3] asm.org
[3] kozan.gr
[3] sciencedirect.com
[2] covidhub.ch

Top Domains in Tweet in G3:
[13] archive.md
[12] wiley.com
[12] nih.gov
[4] twitter.com
[3] nature.com
[2] rcsb.org
[2] google.com
[2] springer.com
[1] doi.org
[1] pnas.org

Top Domains in Tweet in G4:
[5] science.org
[1] medchemexpress.com

Top Domains in Tweet in G6:
[1] nih.gov
[1] nature.com
[1] frontiersin.org

Top Domains in Tweet in G7:
[11] nih.gov
[3] twitter.com
[1] co.uk
[1] liebertpub.com
[1] researchgate.net
[1] springer.com
[1] science.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[95] sarscov2
[16] sars
[15] covid19
[11] studie
[11] corona
[11] totimpfstoff
[11] impfstoff
[11] antikörpern
[6] 3clpro
[5] vaccinationobligatoire



Top Hashtags in Tweet in G1:
[1] covidvaccine
[1] vacunacovid19

Top Hashtags in Tweet in G2:
[2] covid
[2] coronavirus
[2] covidvaccine
[2] covid19
[2] ace2
[2] spike
[1] schuetztdiekinder
[1] covid19sk
[1] skpoli
[1] cdnpoli

Top Hashtags in Tweet in G3:
[1] pandemic
[1] threat
[1] covidlableak

Top Hashtags in Tweet in G4:
[93] sarscov2
[15] sars
[12] covid19
[6] 3clpro
[2] americafirst
[2] agenda21
[1] antiviral
[1] drugdiscovery

Top Hashtags in Tweet in G8:
[1] 勉強しなおせ

Top Words
Top Words in Tweet in Entire Graph:
[2307] sars
[2260] cov
[943] î
[679] development
[520] 19
[506] vaccine
[378] vaccines
[349] ade
[339] pay
[337] coivd

Top Words in Tweet in G1:
[640] development
[323] ade
[321] sars
[321] cov
[321] coivd
[321] 19
[320] experience
[320] vaccine
[320] vaccines
[320] pay

Top Words in Tweet in G2:
[846] î
[357] cov
[342] sars
[46] η
[46] των
[41] coronavirus
[37] îºî
[36] 2021
[36] δήμο
[29] mers

Top Words in Tweet in G3:
[176] sars
[156] cov
[45] daoyu15
[30] vaccine
[19] ayjchan
[19] franciscodeasis
[17] civets
[17] human
[16] hubei
[16] humans

Top Words in Tweet in G4:
[105] cov
[99] monoclonal
[98] sars
[93] #sarscov2
[91] mice
[90] newly
[90] identified
[90] antibody
[90] broadly
[90] protect

Top Words in Tweet in G5:
[3] immunity
[2] fillmorewhite
[2] sars
[2] cov
[2] cases

Top Words in Tweet in G6:
[20] sars
[20] cov
[7] carlsmythe
[7] andylumm
[6] ginapro
[6] biovisionary
[6] veritasmarcus
[5] alex_on_a14
[5] browningneelyn
[5] barryjohnreid21

Top Words in Tweet in G7:
[118] cov
[94] sars
[21] mers
[18] billybostickson
[16] immunity
[16] evasion
[15] between
[15] coronaviruses
[15] highly
[15] spike

Top Words in Tweet in G8:
[50] sars
[50] cov
[48] 2003
[48] repurposed
[47] sailorrooscout
[47] important
[47] note
[47] protease
[47] inhibitor
[47] originally

Top Words in Tweet in G9:
[4] cov
[3] sars
[3] virus
[2] verdadesencial
[2] yzexit
[2] ceboteamcesar
[2] reina_antonio
[2] comodular
[2] sevakbal
[2] gatujil

Top Words in Tweet in G10:
[45] seriously
[45] lost
[45] understanding
[45] hold
[45] hearing
[45] investigate
[45] doing
[45] moving
[44] ericrweinstein
[44] taxpa

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2121] sars,cov
[718] î,î
[353] cov,vaccine
[340] 19,vaccines
[337] coivd,19
[334] vaccine,development
[333] experience,sars
[333] development,development
[333] development,coivd
[333] vaccines,pay

Top Word Pairs in Tweet in G1:
[321] sars,cov
[321] coivd,19
[320] experience,sars
[320] cov,vaccine
[320] vaccine,development
[320] development,development
[320] development,coivd
[320] 19,vaccines
[320] vaccines,pay
[320] pay,attention

Top Word Pairs in Tweet in G2:
[643] î,î
[325] sars,cov
[34] î,îºî
[34] îºî,î
[27] cov,î
[25] η,εξέλιξη
[25] εξέλιξη,των
[25] των,νέων
[25] νέων,μολύνσεων
[25] μολύνσεων,sars

Top Word Pairs in Tweet in G3:
[132] sars,cov
[12] against,sars
[10] cov,good
[10] good,vaccine
[10] vaccine,against
[10] cov,apparently
[10] apparently,succeed
[10] succeed,making
[10] making,sars
[10] sars,vaccine

Top Word Pairs in Tweet in G4:
[98] sars,cov
[90] newly,identified
[90] identified,monoclonal
[90] monoclonal,antibody
[90] antibody,broadly
[90] broadly,protect
[90] protect,mice
[90] mice,sars
[90] cov,#sarscov2
[90] #sarscov2,multiple

Top Word Pairs in Tweet in G5:
[2] sars,cov

Top Word Pairs in Tweet in G6:
[17] sars,cov
[5] bebert701,chrisjohnsonmd
[5] chrisjohnsonmd,adreyzen
[5] wjack76995,smashcarm
[5] maureenstroud,josiejobee
[5] josiejobee,farrishimo
[5] farrishimo,thatsnotmine125
[5] nyob7714,bat92799926
[5] bat92799926,themarcam
[5] themarcam,tampa_egret

Top Word Pairs in Tweet in G7:
[91] sars,cov
[19] mers,cov
[18] cov,sars
[16] cov,mers
[15] evasion,strategies
[14] review,innate
[14] innate,immunity
[14] immunity,evasion
[14] strategies,highly
[14] highly,pathogenic

Top Word Pairs in Tweet in G8:
[50] sars,cov
[47] important,note
[47] note,protease
[47] protease,inhibitor
[47] inhibitor,originally
[47] originally,developed
[47] developed,sars
[47] cov,2003
[47] 2003,repurposed
[47] repurposed,first

Top Word Pairs in Tweet in G9:
[3] sars,cov
[2] verdadesencial,yzexit
[2] yzexit,ceboteamcesar
[2] ceboteamcesar,reina_antonio
[2] reina_antonio,comodular
[2] comodular,sevakbal
[2] sevakbal,gatujil
[2] gatujil,omaralos
[2] omaralos,jaidroglad
[2] jaidroglad,ferchomero100

Top Word Pairs in Tweet in G10:
[45] seriously,lost
[45] lost,understanding
[45] understanding,hold
[45] hold,hearing
[45] hearing,investigate
[45] investigate,doing
[45] doing,moving
[44] ericrweinstein,seriously
[44] moving,taxpa

Top Replied-To
Top Replied-To in Entire Graph:
@denanstrong
@tiponomeforma
@mjnanostretch
@jhas5
@alex_on_a14
@verdadesencial
@ayjchan
@amrit_lohia
@dylanarlaus1
@tony_vandongen

Top Replied-To in G3:
@jhas5
@mjnanostretch
@ayjchan
@florian_krammer
@emmecola
@tony_vandongen
@r_h_ebright
@antgduarte
@zhihuachen
@kevin_mckernan

Top Replied-To in G4:
@manyapan

Top Replied-To in G5:
@jimdtweet
@shared_facts

Top Replied-To in G6:
@alex_on_a14
@larcombepeter
@halpin__
@biovisionary
@deathfly1776
@carlsmythe
@veritasmarcus
@goneskiing48
@rtheatheist

Top Replied-To in G7:
@billybostickson
@andr_de
@jessclark007
@cdommasch

Top Replied-To in G8:
@sailorrooscout

Top Replied-To in G9:
@verdadesencial

Top Mentioned
Top Mentioned in Entire Graph:
@drjohnb2
@sciencemagazine
@daoyu15
@sailorrooscout
@ericrweinstein
@papercakes
@schmittpaula
@niusmarco
@jnietoguevara
@sciencetm

Top Mentioned in G1:
@drjohnb2

Top Mentioned in G2:
@namikof
@smackenziekerr
@titktatan
@skiathoslife
@kbf4mcyfz61m5
@4141245879freun
@jmcrookston
@jlrcomunicacion
@cmencke

Top Mentioned in G3:
@daoyu15
@franciscodeasis
@ayjchan
@tommy_cleary
@darpa
@stuartjdneil
@pathogenetics
@aghuff
@peterdaszak
@foolsmultiply

Top Mentioned in G4:
@sciencemagazine
@sciencetm
@david_rmartinez
@medchemexpress
@baric_lab
@lab_haynes
@unc
@thedhvi
@luncheonham
@manyapan

Top Mentioned in G5:
@fillmorewhite
@johndublin10
@moderna5g_666
@canadianworker2
@ingersolrobert
@halbrow68884227
@glenncarr6
@ericwil06256732
@robhon_
@narvuntien

Top Mentioned in G6:
@andylumm
@ginapro
@carlsmythe
@browningneelyn
@barryjohnreid21
@pawley_robert
@temple_surly
@ghoppe
@mdrisette
@wendyorent

Top Mentioned in G7:
@billybostickson
@leytedriver
@nebirgitta
@deinertdoc
@sanchak74
@drjohnb2
@alphavccoms
@ale_battini
@jhillmd
@daoyu15

Top Mentioned in G8:
@sailorrooscout

Top Mentioned in G9:
@yzexit
@ceboteamcesar
@reina_antonio
@comodular
@sevakbal
@gatujil
@omaralos
@jaidroglad
@ferchomero100
@ciberpepito

Top Mentioned in G10:
@ericrweinstein

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@inabster
@lizditz
@copyofone
@menabster
@repubblica
@lyndae222
@sonialavera
@makedni
@navroopsingh_

Top Tweeters in G1:
@copyofone
@lyndae222
@makedni
@doodlestrks
@julie34479
@andyhammers
@luigi_warren
@melinwy
@hasan08931491
@lisamar91564392

Top Tweeters in G2:
@astratv1
@southerngemgal
@moonareas
@mauriciowolf13
@sporadestv
@iweller_health
@ironorehopper
@bichikota
@drkassandrapari
@taxispanos

Top Tweeters in G3:
@bassaces1
@demiurgotuiter
@abc
@levyloiseau
@orwell4ever
@fiftyfiftygirl
@the_warman
@brendaneich
@gmwatch
@harvard2h

Top Tweeters in G4:
@benishii_
@sshin6591
@qualityisarul3
@tweetogram
@tallcedarofleb
@martynhobbins
@halvorz
@hanssars
@romainmartinio
@abundantlanduse

Top Tweeters in G5:
@tony__heller
@michaelbranniga
@robmeekel
@oscarswild1
@monstercoyliar
@takethatct
@chimera414
@dawntj90
@fillmorewhite
@rln_nelson

Top Tweeters in G6:
@takethatdarwin
@the_ouroboros__
@wjack76995
@mcfunny
@jsaholmes
@wendyorent
@carlsmythe
@alex_on_a14
@nyob7714
@meredithmusing

Top Tweeters in G7:
@oldsalz
@makeusa_great
@wellnessfr
@hopebegley
@allenelectric
@michaelpauledw1
@harpo4marx
@billybostickson
@coreyebeverage
@poochook

Top Tweeters in G8:
@lizditz
@samhainnight
@metz_chance
@npazderski
@mcarsonaos
@pattylehner
@monasmitte
@ow_my_back_
@sunpoches
@drpaulmorgan

Top Tweeters in G9:
@jlenguadetrapo
@milhaud
@cristianspv
@belduque
@tofusensei
@cristotamago
@ateoyagnostico
@ceboteamcesar
@jaidroglad
@darkslaayz

Top Tweeters in G10:
@nvania
@omnipangolin
@russjensen5
@dopaminergic13
@leadandgold_cdh
@burtonlee
@thevaliumsofa
@joriplevy
@dkshad0w
@dsawyer


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