SARS-COV, Twitter, 10/10/2021 11:50:19 AM, 264216


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SARS-COV_2021-10-10_02-34-57.xlsx
SARS-COV_2021-10-10_02-34-57.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 10, 2021
Short Description:
SARS-COV via NodeXL https://bit.ly/3lsime7
@roseareyes1
@aitor13023985
@reallycorrectc
@etaitlife
@angie_rasmussen
@daoyu15
@angelovalidiya
@rubic3n
@denutrients
@wendylee21742

Top hashtags:
#covid19
#兒蜶ç´
#蜶多酚
#tpp
#méxico
#sarscov2
#crispr
#sars

Description:
Description
The graph represents a network of 8,139 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, 10 October 2021 at 09:40 UTC.

The requested start date was Sunday, 10 October 2021 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 8-day, 4-hour, 13-minute period from Thursday, 30 September 2021 at 07:53 UTC to Friday, 08 October 2021 at 12:07 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 : 8139
Unique Edges : 1450
Edges With Duplicates : 14243
Total Edges : 15693
Number of Edge Types : 5
Replies to : 460
Mentions : 827
Retweet : 6868
MentionsInRetweet : 7316
Tweet : 222
Self-Loops : 241
Reciprocated Vertex Pair Ratio : 0.00181620050853614
Reciprocated Edge Ratio : 0.00362581580855693
Connected Components : 348
Single-Vertex Connected Components : 80
Maximum Vertices in a Connected Component : 6046
Maximum Edges in a Connected Component : 12094
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 2.017369
Graph Density : 0.000124918506300775
Modularity : 0.381419
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,139 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, 10 October 2021 at 09:40 UTC.

The requested start date was Sunday, 10 October 2021 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 8-day, 4-hour, 13-minute period from Thursday, 30 September 2021 at 07:53 UTC to Friday, 08 October 2021 at 12:07 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:
[90] https://twitter.com/ReallycorrectC/status/1445281256489435138
[42] https://provjeri.hr/ministarstvo-zdravstva-spanjolske-priznalo-nemamo-kulturu-sars-cov-2/
[6] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2F1586249091656912%2Fposts%2F2999049070376900%2F%3Fd%3Dn
[5] https://www.news-medical.net/news/20200716/Singapore-study-finds-virus-specific-T-cell-immunity-in-recovered-COVID-19-and-SARS-patients.aspx
[3] https://pubmed.ncbi.nlm.nih.gov/26954467/
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4797993/
[2] https://www.citizen.org/article/the-nih-vaccine/
[2] https://pubmed.ncbi.nlm.nih.gov/32313363/
[2] https://pubmed.ncbi.nlm.nih.gov/32668444/
[2] https://www.maghreb-post.de/gesellschaft/marokko-727-coronavirus-sars-cov-2-neuinfektionen-24h/

Top URLs in Tweet in G2:
[1] https://www.youtube.com/watch?v=hp_woayPT08&feature=youtu.be


Top URLs in Tweet in G3:
[90] https://twitter.com/ReallycorrectC/status/1445281256489435138
[1] https://pubmed.ncbi.nlm.nih.gov/32668444/
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4797993/
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6132729/
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7113894/
[1] https://www.tandfonline.com/doi/full/10.1080/17460441.2020.1777980?cookieSet=1

Top URLs in Tweet in G4:
[1] https://www.dailymail.co.uk/news/article-10060265/China-Covid-PCR-test-kit-orders-doubled-Hubei-case.html
[1] https://www.nejm.org/doi/10.1056/NEJMoa030747?url_ver=Z39.88-2003&rfr_id=ori%3Arid%3Acrossref.org&rfr_dat=cr_pub++0www.ncbi.nlm.nih.gov&cookieSet=1
[1] https://pubmed.ncbi.nlm.nih.gov/31724441/
[1] https://downloads.hindawi.com/journals/scientifica/2020/6307457.pdf
[1] https://www.ijbs.com/v16p1708.htm
[1] https://www.cell.com/cell-host-microbe/pdf/S1931-3128(20)30231-6.pdf

Top URLs in Tweet in G5:
[2] https://pubmed.ncbi.nlm.nih.gov/32313363/
[1] https://drive.google.com/drive/folders/1Bdz7_ZJFHdXPEeAKjcQxFd_qe-sheOlh
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5708621/
[1] https://pubmed.ncbi.nlm.nih.gov/18077725/
[1] https://twitter.com/vbruttel/status/1404759885259157507
[1] https://www.lens.org/images/patent/US/10960070/B2/US_10960070_B2.pdf
[1] http://wwwnc.cdc.gov/eid/article/19/8/13-0119_article.htm
[1] https://www.pnas.org/content/105/50/19944?s=03
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4797993/
[1] https://www.biorxiv.org/content/10.1101/2020.03.19.997890v1

Top URLs in Tweet in G6:
[1] https://sph.unc.edu/wp-content/uploads/sites/112/2016/09/CV_Ralph_Baric.pdf
[1] https://www.clinicaltrials.gov/
[1] https://clinicaltrials.gov/ct2/show/NCT05062603?cond=COVID-19&lupd_s=09%2F16%2F2021&lupd_d=14&utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/cumhuriyetgzt/status/1443864088887676958
[1] https://provjeri.hr/ministarstvo-zdravstva-spanjolske-priznalo-nemamo-kulturu-sars-cov-2/
[1] https://moderndiscontent.substack.com/p/the-possible-side-effect-of-mercks
[1] https://twitter.com/txtdaripelajar/status/1433401518095429638
[1] https://www.news-medical.net/health/What-are-Spike-Proteins.aspx
[1] https://twitter.com/RWMaloneMD/status/1444698734399524870
[1] https://www.detoxed.info/spagna-ministero-salute-non-disponiamo-del-virus-sars-cov2-ne-isolato-ne-in-coltura/

Top URLs in Tweet in G9:
[41] https://provjeri.hr/ministarstvo-zdravstva-spanjolske-priznalo-nemamo-kulturu-sars-cov-2/

Top URLs in Tweet in G10:
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Fcell-reports-medicine%2Ffulltext%2FS2666-3791%2821%2900203-2&rc=0
[1] https://thefreeone.me
[1] https://www.youtube.com/watch?v=baiENum6-Yk


Top Domains
Top Domains in Tweet in Entire Graph:
[115] twitter.com
[42] provjeri.hr
[32] nih.gov
[22] astratv.gr
[12] sporadestv.com
[10] nature.com
[9] ertnews.gr
[8] youtube.com
[7] facebook.com
[6] maghreb-post.de

Top Domains in Tweet in G2:
[1] youtube.com

Top Domains in Tweet in G3:
[90] twitter.com
[4] nih.gov
[1] tandfonline.com

Top Domains in Tweet in G4:
[1] co.uk
[1] nejm.org
[1] nih.gov
[1] hindawi.com
[1] ijbs.com
[1] cell.com

Top Domains in Tweet in G5:
[5] nih.gov
[1] google.com
[1] twitter.com
[1] lens.org
[1] cdc.gov
[1] pnas.org
[1] biorxiv.org

Top Domains in Tweet in G6:
[22] astratv.gr
[12] sporadestv.com
[10] twitter.com
[7] ertnews.gr
[2] clinicaltrials.gov
[2] nih.gov
[1] unc.edu
[1] provjeri.hr
[1] substack.com
[1] news-medical.net

Top Domains in Tweet in G9:
[41] provjeri.hr

Top Domains in Tweet in G10:
[2] elsevierhealth.com
[1] thefreeone.me
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[8] covid19
[6] 兒蜶ç´
[6] 蜶多酚
[6] tpp
[5] méxico
[4] sarscov2
[4] crispr
[3] sars
[3] cubaporlasalud
[2] วันนี้อ่านอะไรดี



Top Hashtags in Tweet in G3:
[1] firefauci

Top Hashtags in Tweet in G6:
[2] mafiacovid
[1] covid19
[1] sarscov2
[1] coronavirus
[1] koronafi
[1] korona
[1] rokote
[1] zemmour2022
[1] toutlemondeveutluifairelaplace
[1] vaccino

Top Words
Top Words in Tweet in Entire Graph:
[7371] sars
[7296] cov
[6080] cells
[6056] used
[6046] effects
[6045] remember
[6043] transition
[6043] hela
[6043] studying
[6042] anniversary

Top Words in Tweet in G1:
[6039] anniversary
[6039] transition
[6039] remember
[6039] hela
[6039] cells
[6039] used
[6039] studying
[6039] effects
[6039] sars
[6039] cov

Top Words in Tweet in G2:
[320] ministerio
[319] sanidad
[318] covid
[317] admiten
[316] hemos
[316] requerido
[316] oficialmente
[316] vais
[316] creer
[316] responden

Top Words in Tweet in G3:
[185] human
[184] sars
[181] cov
[112] vaccine
[107] catch
[106] going
[97] mouse
[93] receptor
[93] strains
[92] angiotensin

Top Words in Tweet in G4:
[96] pcr
[96] test
[94] angelovalidiya
[92] cov
[90] sars
[79] identification
[79] co
[78] let's
[78] start
[78] beginning

Top Words in Tweet in G5:
[52] sars
[52] cov
[27] daoyu15
[17] stuartjdneil
[17] tommy_cleary
[17] ico_dna
[17] jhas5
[17] foolsmultiply
[17] vbruttel
[17] institutpasteur

Top Words in Tweet in G6:
[504] î
[166] sars
[163] cov
[33] îºî
[22] virus
[18] coronavirus
[16] îµï
[14] îºîµï
[13] covid
[13] îµî

Top Words in Tweet in G7:
[33] marinojump
[25] borghi_claudio
[23] ortigiap
[23] barbarab1974
[23] matteosalvinimi
[23] leonard14___
[23] maryfagi
[23] lucabattanta
[23] lykanla
[23] maxromeomb

Top Words in Tweet in G8:
[3] cov
[2] dingo_roberts
[2] rlamartini
[2] kicksave24
[2] atheen_
[2] amarelowbr
[2] bobbileder
[2] drbeen_medical
[2] dfhappy
[2] infinitepfilms

Top Words in Tweet in G9:
[50] sars
[50] cov
[47] deyyanno
[42] ω
[41] ministarstvo
[41] zdravstva
[41] panjolske
[41] priznalo
[41] žnemamo
[41] kulturu

Top Words in Tweet in G10:
[17] sars
[15] cov
[9] cells
[9] against
[8] har
[5] covid
[5] pã
[5] mã
[4] cell
[4] visadâ

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[7230] sars,cov
[6044] cells,used
[6043] hela,cells
[6043] effects,sars
[6042] anniversary,transition
[6042] transition,remember
[6042] remember,hela
[6042] used,studying
[6042] studying,effects
[6041] roseareyes1,anniversary

Top Word Pairs in Tweet in G1:
[6039] anniversary,transition
[6039] transition,remember
[6039] remember,hela
[6039] hela,cells
[6039] cells,used
[6039] used,studying
[6039] studying,effects
[6039] effects,sars
[6039] sars,cov
[6038] roseareyes1,anniversary

Top Word Pairs in Tweet in G2:
[319] ministerio,sanidad
[316] hemos,requerido
[316] requerido,oficialmente
[316] oficialmente,ministerio
[316] sanidad,covid
[316] covid,vais
[316] vais,creer
[316] creer,responden
[316] responden,admiten
[315] aitor13023985,hemos

Top Word Pairs in Tweet in G3:
[178] sars,cov
[93] mouse,strains
[92] angiotensin,converting
[92] converting,enzyme
[92] strains,constitutively
[91] constitutively,expressing
[91] expressing,human
[91] human,receptor
[91] receptor,sars
[91] cov,human

Top Word Pairs in Tweet in G4:
[96] pcr,test
[90] sars,cov
[78] let's,start
[78] start,beginning
[78] beginning,study
[78] study,sars
[78] cov,identification
[78] identification,authors
[78] authors,pcr
[78] test,guy

Top Word Pairs in Tweet in G5:
[49] sars,cov
[17] jhas5,foolsmultiply
[17] foolsmultiply,vbruttel
[17] vbruttel,institutpasteur
[16] tommy_cleary,daoyu15
[16] daoyu15,ico_dna
[16] ico_dna,jhas5
[16] institutpasteur,shared
[16] shared,previously
[16] previously,shi

Top Word Pairs in Tweet in G6:
[364] î,î
[155] sars,cov
[33] î,îºî
[28] îºî,î
[20] cov,î
[16] î,îµï
[16] îµï,î
[14] î,îºîµï
[13] î,îµî
[13] îµî,î

Top Word Pairs in Tweet in G7:
[23] ortigiap,barbarab1974
[23] barbarab1974,matteosalvinimi
[23] matteosalvinimi,borghi_claudio
[23] borghi_claudio,leonard14___
[23] leonard14___,maryfagi
[23] maryfagi,lucabattanta
[23] lucabattanta,lykanla
[23] lykanla,maxromeomb
[22] marinojump,ortigiap
[22] maxromeomb,signor

Top Word Pairs in Tweet in G8:
[2] dingo_roberts,rlamartini
[2] rlamartini,kicksave24
[2] kicksave24,atheen_
[2] atheen_,amarelowbr
[2] amarelowbr,bobbileder
[2] bobbileder,drbeen_medical
[2] drbeen_medical,dfhappy
[2] dfhappy,infinitepfilms
[2] sars,cov

Top Word Pairs in Tweet in G9:
[50] sars,cov
[41] ministarstvo,zdravstva
[41] zdravstva,panjolske
[41] panjolske,priznalo
[41] priznalo,žnemamo
[41] žnemamo,kulturu
[41] kulturu,sars
[41] cov,2â
[41] 2â,œâ
[40] deyyanno,ministarstvo

Top Word Pairs in Tweet in G10:
[15] sars,cov
[4] pã,visadâ
[4] against,covid
[4] years,later
[4] cells,against
[3] against,sars
[3] cov,sars
[2] covid,19
[2] cell,test
[2] cov,cells

Top Replied-To
Top Replied-To in Entire Graph:
@198964c
@mrandersoninneo
@cdcgov
@azfamily
@thetropaion
@larryelder
@proconmedia
@drleanawen
@craigkellymp
@thehill

Top Replied-To in G2:
@adri_more_3
@sanchezcastejon
@flmirones
@luislasala1
@casconet

Top Replied-To in G3:
@cdcgov
@azfamily
@larryelder
@thehill
@craigkellymp
@drleanawen
@osha_dol
@monicagandhi9
@tedcruz
@erictopol

Top Replied-To in G4:
@woody2jenny
@trishthedish_7
@rubic3n

Top Replied-To in G5:
@mrandersoninneo
@thetropaion
@stuartjdneil
@_everythingism
@charles04144986
@rossana38510044
@ayjchan
@zexpe
@decrolye
@bambambambrick

Top Replied-To in G7:
@antoniosocci1
@andreariva16
@ortigiap

Top Replied-To in G8:
@dingo_roberts

Top Replied-To in G10:
@kajjakobsson
@tinybutfierce1
@ericspracklen
@trumpsafascist8
@amandasexygirl1
@bonniechevrier
@jackposobiec
@kipphebel3
@infectolab
@rwmalonemd

Top Mentioned
Top Mentioned in Entire Graph:
@roseareyes1
@aitor13023985
@angelovalidiya
@deyyanno
@marinojump
@daoyu15
@borghi_claudio
@jpshikadoctor
@barbarab1974
@matteosalvinimi

Top Mentioned in G1:
@roseareyes1

Top Mentioned in G2:
@aitor13023985
@zaskabot
@carlosm787
@annacristi66
@sanchezcastejon
@ezikusia
@luiscar71418478
@a_resurgir
@theretu30616303
@luislasala1

Top Mentioned in G3:
@potus
@monicagandhi9
@georgefareed2
@reallycorrectc
@weselymd
@randpaul
@vprasadmdmph
@carolly14257420
@bastgoddess7
@ethicalskeptic

Top Mentioned in G4:
@angelovalidiya
@rubic3n
@profpcdoherty
@wendylee21742
@trishthedish_7

Top Mentioned in G5:
@daoyu15
@jhas5
@foolsmultiply
@vbruttel
@institutpasteur
@tommy_cleary
@ico_dna
@stuartjdneil
@phattgreg
@ayjchan

Top Mentioned in G6:
@namikof
@smackenziekerr

Top Mentioned in G7:
@marinojump
@borghi_claudio
@barbarab1974
@matteosalvinimi
@leonard14___
@maryfagi
@lucabattanta
@lykanla
@maxromeomb
@ortigiap

Top Mentioned in G8:
@rlamartini
@kicksave24
@atheen_
@amarelowbr
@bobbileder
@drbeen_medical
@dfhappy
@infinitepfilms
@possdoug
@dingo_roberts

Top Mentioned in G9:
@deyyanno

Top Mentioned in G10:
@uppsalamats
@benshapiro
@irreveranthumor
@veryvirology
@rwmalonemd
@unc
@catturd2
@ericspracklen
@eh_den
@freedomisrael_

Top Tweeters
Top Tweeters in Entire Graph:
@ja8yum
@threadreaderapp
@chris_1791
@pparzival
@cooperativa
@padakitty
@thehill
@magicdmw
@pallaron12
@reuters

Top Tweeters in G1:
@padakitty
@magicdmw
@manchuriandevil
@pgrandee10
@ghofmar
@yojora
@margaritateresa
@highheelesquire
@aquarius1049
@nastybaldie

Top Tweeters in G2:
@pallaron12
@luisffierro
@jhonnynecmonic
@losemarrp
@manu_k_tala
@collana_a
@luislasala1
@sieferasesores
@arroyotell
@sandraxavierxav

Top Tweeters in G3:
@chris_1791
@thehill
@nytimes
@12news
@washingtonpost
@abc
@cnn
@wsj
@9newsaus
@ap

Top Tweeters in G4:
@heidiec5
@sheelaghg
@wulf_9
@wealdengirl
@hasan08931491
@surveyorx
@summerbreeze712
@annasilvani
@dianabardsley
@jpck72

Top Tweeters in G5:
@denutrients
@majajwo
@peterconet2
@utherdraco
@willvs
@billybostickson
@r_h_ebright
@snorman1776
@cpr40
@phattgreg

Top Tweeters in G6:
@2am_eu
@astratv1
@sporadestv
@bichikota
@johnsouthwales
@sferriam
@hiensoul
@akoz33
@spispispiritual
@florweigela

Top Tweeters in G7:
@lucabattanta
@a_meluzzi
@annamariacastel
@efisio31251859
@borghi_claudio
@maryfagi
@fuffaforte
@avatar1dory
@ladyonorato
@loredanataberl1

Top Tweeters in G8:
@waynedupreeshow
@possdoug
@youlivethrice
@atheen_
@rlamartini
@dfhappy
@tdanevirke
@piepony1
@patrici15767099
@stacyontheright

Top Tweeters in G9:
@ivanajpavlovic
@marijalni
@dumardumarm
@a5phyxi413_msv
@vladimirjosifo1
@aleksandarsubi
@aromastern
@ivangrozni001
@zekanarcis
@vlaha1989

Top Tweeters in G10:
@benshapiro
@jackposobiec
@ggreenwald
@goteborgsposten
@catturd2
@ericspracklen
@unc
@tinybutfierce1
@veryvirology
@mrstenstrom