SARS-COV, Twitter, 10/7/2021 2:19:38 PM, 263977


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SARS-COV_2021-10-07_03-59-53.xlsx
SARS-COV_2021-10-07_03-59-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 07, 2021
Short Description:
SARS-COV via NodeXL https://bit.ly/3mwezeT
@roseareyes1
@padakitty
@cdcgov
@reallycorrectc
@potus
@covidtreatments
@ibexxx2001
@youtube
@mrandersoninneo
@cnn

Top hashtags:
#兒茶素
#茶多酚
#tpp
#covid19
#cubaporlasalud
#méxico
#sarscov2
#crispr
#aifa
#egcg

Description:
Description
The graph represents a network of 8,069 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 Thursday, 07 October 2021 at 11:05 UTC.

The requested start date was Thursday, 07 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 7-day, 8-hour, 40-minute period from Wednesday, 29 September 2021 at 02:36 UTC to Wednesday, 06 October 2021 at 11:17 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 : 8069
Unique Edges : 1389
Edges With Duplicates : 14149
Total Edges : 15538
Number of Edge Types : 5
Retweet : 6881
MentionsInRetweet : 7287
Replies to : 447
Mentions : 721
Tweet : 202
Self-Loops : 219
Reciprocated Vertex Pair Ratio : 0.00195074372104365
Reciprocated Edge Ratio : 0.00389389145777561
Connected Components : 316
Single-Vertex Connected Components : 63
Maximum Vertices in a Connected Component : 6045
Maximum Edges in a Connected Component : 12105
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 2.508242
Graph Density : 0.000126235217284633
Modularity : 0.391634
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,069 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 Thursday, 07 October 2021 at 11:05 UTC.

The requested start date was Thursday, 07 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 7-day, 8-hour, 40-minute period from Wednesday, 29 September 2021 at 02:36 UTC to Wednesday, 06 October 2021 at 11:17 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:
[88] https://twitter.com/ReallycorrectC/status/1445281256489435138
[45] https://provjeri.hr/ministarstvo-zdravstva-spanjolske-priznalo-nemamo-kulturu-sars-cov-2/
[7] https://www.news-medical.net/news/20200716/Singapore-study-finds-virus-specific-T-cell-immunity-in-recovered-COVID-19-and-SARS-patients.aspx
[7] https://www.researchsquare.com/article/rs-612103/v1
[6] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2F1586249091656912%2Fposts%2F2999049070376900%2F%3Fd%3Dn
[3] https://pubmed.ncbi.nlm.nih.gov/26954467/
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4797993/
[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
[2] https://www.ertnews.gr/perifereiakoi-stathmoi/kozani/i-katanomi-ton-neon-molynseon-sars-cov-2-panelladika/
[2] https://www.pharmazeutische-zeitung.de/immungedaechtnis-gegen-corona-haelt-ueber-acht-monate-123105/

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


Top URLs in Tweet in G3:
[88] https://twitter.com/ReallycorrectC/status/1445281256489435138
[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
[1] https://pubmed.ncbi.nlm.nih.gov/15680415/

Top URLs in Tweet in G4:
[1] https://pubmed.ncbi.nlm.nih.gov/18077725/
[1] https://twitter.com/vbruttel/status/1404759885259157507
[1] https://drive.google.com/drive/folders/1Bdz7_ZJFHdXPEeAKjcQxFd_qe-sheOlh
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7111780/
[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:
[2] https://www.clinicaltrials.gov/
[1] https://www.cdc.gov/sars/lab/images.html
[1] https://www.flickr.com/photos/niaid/albums/72157634229836113
[1] https://www.flickr.com/photos/niaid/albums/72157712914621487
[1] https://twitter.com/mateous11/status/1442937455926153217
[1] https://twitter.com/arslanyigitoglu/status/1442784457866596353
[1] https://twitter.com/TheFigen/status/1442110479111839756
[1] https://gettr.com/post/pckhwe4b6c
[1] https://sph.unc.edu/wp-content/uploads/sites/112/2016/09/CV_Ralph_Baric.pdf
[1] https://www.nazioneindiana.com/2021/10/01/covid-alimentazione-e-sindemia/

Top URLs in Tweet in G8:
[44] https://provjeri.hr/ministarstvo-zdravstva-spanjolske-priznalo-nemamo-kulturu-sars-cov-2/

Top URLs in Tweet in G9:
[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

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6] 兒茶素
[6] 茶多酚
[6] tpp
[6] covid19
[6] cubaporlasalud
[5] méxico
[4] sarscov2
[4] crispr
[2] aifa
[2] egcg



Top Hashtags in Tweet in G3:
[1] firefauci

Top Hashtags in Tweet in G6:
[2] mafiacovid
[1] mcam2
[1] upn
[1] upnquerétaro
[1] koronafi
[1] korona
[1] rokote
[1] covid19
[1] sarscov2
[1] coronavirus

Top Words
Top Words in Tweet in Entire Graph:
[7015] sars
[6960] cov
[5806] cells
[5780] used
[5778] replication
[5773] remember
[5768] effects
[5765] transition
[5765] hela
[5765] studying

Top Words in Tweet in G1:
[5760] anniversary
[5760] transition
[5760] remember
[5760] hela
[5760] cells
[5760] used
[5760] studying
[5760] effects
[5760] sars
[5760] cov

Top Words in Tweet in G2:
[648] ministerio
[648] covid
[647] sanidad
[647] admiten
[646] hemos
[646] requerido
[646] oficialmente
[646] vais
[646] creer
[646] responden

Top Words in Tweet in G3:
[183] sars
[182] cov
[180] human
[113] vaccine
[107] catch
[106] going
[94] mouse
[92] strains
[90] constitutively
[89] expressing

Top Words in Tweet in G4:
[72] cov
[67] sars
[17] stuartjdneil
[17] oas1
[16] ayjchan
[16] bat
[15] daoyu15
[14] rossana38510044
[11] fcs
[11] pathogenetics

Top Words in Tweet in G5:
[52] marinojump
[36] cov
[33] sars
[32] ho
[32] linfociti
[31] scoperto
[31] test
[31] ematologico
[31] verificare
[31] presenza

Top Words in Tweet in G6:
[129] sars
[121] cov
[24] αναλυτικοί
[24] πίνακες
[22] νέες
[22] μολύνσεις
[19] η
[19] κατανομή
[19] των
[16] νέων

Top Words in Tweet in G7:
[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 G8:
[54] sars
[54] cov
[51] deyyanno
[44] ministarstvo
[44] zdravstva
[44] španjolske
[44] priznalo
[44] nemamo
[44] kulturu
[8] nakon

Top Words in Tweet in G9:
[16] sars
[14] cov
[9] cells
[9] against
[8] har
[4] mot
[4] cell
[4] years
[4] later
[4] covid

Top Words in Tweet in G10:
[46] dicen
[23] sars
[23] cov
[23] aislado
[23] normal
[23] ande
[23] suelto
[23] contagie
[23] embargo
[23] negacionistas

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6899] sars,cov
[5768] cov,replication
[5766] cells,used
[5765] hela,cells
[5764] anniversary,transition
[5764] transition,remember
[5764] remember,hela
[5764] used,studying
[5764] studying,effects
[5764] effects,sars

Top Word Pairs in Tweet in G1:
[5760] anniversary,transition
[5760] transition,remember
[5760] remember,hela
[5760] hela,cells
[5760] cells,used
[5760] used,studying
[5760] studying,effects
[5760] effects,sars
[5760] sars,cov
[5760] cov,replication

Top Word Pairs in Tweet in G2:
[647] ministerio,sanidad
[646] hemos,requerido
[646] requerido,oficialmente
[646] oficialmente,ministerio
[646] sanidad,covid
[646] covid,vais
[646] vais,creer
[646] creer,responden
[646] responden,admiten
[645] aitor13023985,hemos

Top Word Pairs in Tweet in G3:
[179] sars,cov
[92] mouse,strains
[90] strains,constitutively
[89] constitutively,expressing
[89] expressing,human
[89] human,receptor
[89] receptor,sars
[89] cov,human
[89] human,angiotensin
[89] angiotensin,converting

Top Word Pairs in Tweet in G4:
[67] sars,cov
[9] past_is_future,rossana38510044
[9] rossana38510044,ayjchan
[9] ayjchan,tantalite
[9] tantalite,daveatkinsonmd
[9] cov,sars
[9] r_h_ebright,olival
[9] olival,one
[9] one,very
[9] very,sudden

Top Word Pairs in Tweet in G5:
[33] sars,cov
[31] ho,scoperto
[31] scoperto,test
[31] test,ematologico
[31] ematologico,verificare
[31] verificare,presenza
[31] presenza,dei
[31] dei,linfociti
[31] linfociti,specifici
[31] specifici,sars

Top Word Pairs in Tweet in G6:
[118] sars,cov
[24] αναλυτικοί,πίνακες
[22] νέες,μολύνσεις
[22] μολύνσεις,sars
[22] cov,αναλυτικοί
[19] η,κατανομή
[19] κατανομή,των
[16] των,νέων
[16] νέων,μολύνσεων
[16] μολύνσεων,sars

Top Word Pairs in Tweet in G7:
[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 G8:
[54] sars,cov
[44] ministarstvo,zdravstva
[44] zdravstva,španjolske
[44] španjolske,priznalo
[44] priznalo,nemamo
[44] nemamo,kulturu
[44] kulturu,sars
[43] deyyanno,ministarstvo
[8] nakon,čega
[8] čega,ovaj

Top Word Pairs in Tweet in G9:
[14] sars,cov
[4] cells,against
[4] years,later
[4] against,covid
[3] cov,sars
[3] against,sars
[2] år,senare
[2] immunitet,mot
[2] cell,test
[2] against,measels

Top Word Pairs in Tweet in G10:
[23] dicen,sars
[23] sars,cov
[23] cov,aislado
[23] aislado,normal
[23] normal,ande
[23] ande,suelto
[23] suelto,contagie
[23] contagie,embargo
[23] embargo,negacionistas
[23] negacionistas,dicen

Top Replied-To
Top Replied-To in Entire Graph:
@cdcgov
@mrandersoninneo
@azfamily
@vfinca
@larryelder
@kajjakobsson
@craigkellymp
@thehill
@stuartjdneil
@osha_dol

Top Replied-To in G2:
@casconet
@vadodecaza1

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

Top Replied-To in G4:
@mrandersoninneo
@stuartjdneil
@jhas5
@rossana38510044
@ayjchan
@lab_leak
@tommy_cleary
@decrolye
@bambambambrick
@science54900201

Top Replied-To in G5:
@antoniosocci1
@andreariva16
@ortigiap

Top Replied-To in G7:
@dingo_roberts

Top Replied-To in G9:
@kajjakobsson
@rwmalonemd
@trumpsafascist8
@amandasexygirl1
@bonniechevrier
@jackposobiec
@ericspracklen
@kipphebel3
@infectolab
@highbornbrian

Top Mentioned
Top Mentioned in Entire Graph:
@roseareyes1
@aitor13023985
@marinojump
@deyyanno
@borghi_claudio
@barbarab1974
@matteosalvinimi
@leonard14___
@maryfagi
@lucabattanta

Top Mentioned in G1:
@roseareyes1

Top Mentioned in G2:
@aitor13023985
@zaskabot
@kurrambisflying
@vadodecaza1
@carlosm787
@cataguayo

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

Top Mentioned in G4:
@daoyu15
@stuartjdneil
@ayjchan
@rossana38510044
@pathogenetics
@past_is_future
@tantalite
@daveatkinsonmd
@r_h_ebright
@robertjusher

Top Mentioned in G5:
@marinojump
@borghi_claudio
@barbarab1974
@matteosalvinimi
@leonard14___
@maryfagi
@lucabattanta
@lykanla
@maxromeomb
@ortigiap

Top Mentioned in G6:
@namikof
@covid_evidence

Top Mentioned in G7:
@rlamartini
@kicksave24
@atheen_
@amarelowbr
@bobbileder
@drbeen_medical
@dfhappy
@infinitepfilms
@possdoug
@dingo_roberts

Top Mentioned in G8:
@deyyanno

Top Mentioned in G9:
@uppsalamats
@benshapiro
@jonorden1
@altmyermolly
@graceisforyou
@uhaegde2wiceove
@perplexedprima1
@scrowder
@everythingrock2
@goteborgsposten

Top Mentioned in G10:
@timodelpino
@aitor13023985

Top Tweeters
Top Tweeters in Entire Graph:
@ja8yum
@threadreaderapp
@chris_1791
@padakitty
@thehill
@magicdmw
@ungubunugu1274
@24horastvn
@reuters
@barandaand

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

Top Tweeters in G2:
@luisffierro
@jhonnynecmonic
@anaperezmartin
@losemarrp
@agisbertarnal
@manu_k_tala
@collana_a
@julioabascal56
@vinoteco2
@denna12_0

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

Top Tweeters in G4:
@ungubunugu1274
@tony_hambleton
@monica_melvin14
@majajwo
@fluxcapdoodah
@akkaufman
@kevinpurcell
@peterconet2
@willvs
@sswatson1776

Top Tweeters in G5:
@lucabattanta
@a_meluzzi
@annamariacastel
@efisio31251859
@borghi_claudio
@maryfagi
@fuffaforte
@avatar1dory
@ladyonorato
@loredanataberl1

Top Tweeters in G6:
@astratv1
@sporadestv
@johnsouthwales
@sferriam
@hiensoul
@sohfes
@florweigela
@jb_hilterman
@joaquimsacouto
@gaksoid

Top Tweeters in G7:
@waynedupreeshow
@possdoug
@youlivethrice
@atheen_
@rlamartini
@dfhappy
@tdanevirke
@piepony1
@patrici15767099
@stacyontheright

Top Tweeters in G8:
@ivanajpavlovic
@panon1
@marijalni
@dumardumarm
@a5phyxi413_msv
@vladimirjosifo1
@aleksandarsubi
@aromastern
@ivangrozni001
@vlaha1989

Top Tweeters in G9:
@benshapiro
@jackposobiec
@goteborgsposten
@ericspracklen
@mrstenstrom
@tpcarney
@pendantindy
@graceisforyou
@uppsalamats
@bonniechevrier

Top Tweeters in G10:
@bibianaviana
@nekoninja7
@anarcopropiedad
@rociocastro2004
@weavemind
@bolsistico
@jodacal21
@nonohormazabal
@hispanoman1
@crisame2000


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