SARS-COV, Twitter, 6/27/2021 7:31:45 PM, 257817


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SARS-COV_2021-06-26_02-18-02.xlsx
SARS-COV_2021-06-26_02-18-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 27, 2021
Short Description:
SARS-COV via NodeXL https://bit.ly/3dmBw0i
@charlesrixey
@billybostickson
@harvard2h
@marionkoopmans
@daoyu15
@wellnessfr
@muzzza9
@oddman59903018
@martinasisters
@covidnewsnl

Top hashtags:
#covid19
#كورونا
#coronavirus
#dañopulmonar
#realidadvirtual
#sarscov2
#covid

Description:
Description
The graph represents a network of 3,145 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, 26 June 2021 at 09:20 UTC.

The requested start date was Friday, 25 June 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 13-day, 23-hour, 15-minute period from Friday, 11 June 2021 at 00:36 UTC to Thursday, 24 June 2021 at 23:51 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 : 3145
Unique Edges : 2089
Edges With Duplicates : 2453
Total Edges : 4542
Number of Edge Types : 5
Mentions : 1270
Tweet : 452
Retweet : 951
MentionsInRetweet : 1231
Replies to : 638
Self-Loops : 491
Reciprocated Vertex Pair Ratio : 0.00851970181043664
Reciprocated Edge Ratio : 0.0168954593453009
Connected Components : 709
Single-Vertex Connected Components : 191
Maximum Vertices in a Connected Component : 398
Maximum Edges in a Connected Component : 964
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.90946
Graph Density : 0.000287321448075826
Modularity : 0.64598
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 3,145 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, 26 June 2021 at 09:20 UTC.

The requested start date was Friday, 25 June 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 13-day, 23-hour, 15-minute period from Friday, 11 June 2021 at 00:36 UTC to Thursday, 24 June 2021 at 23:51 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:
[8] https://www.newsmax.com/newsfront/china-covid-bats-health/2021/06/12/id/1024867/
[7] https://wiesbaden-lebt.de/sars-cov-inzidenz-142-13040-positiv-getestete-12607-genesene
[7] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2550-z
[6] https://pubmed.ncbi.nlm.nih.gov/22536382/
[5] https://science.sciencemag.org/content/early/2021/06/22/science.abi4506
[5] https://twitter.com/giannmi/status/1407672473873747972
[5] https://twitter.com/BidoliNicola/status/1406170386388094976?s=19
[4] https://genomediscovery.org/2017/12/natural-product-based-therapy-for-antiviral-therapy-cat-resveratrol-a-longevity-promoting-compound-inhibits-hepatitis-bc-dengue-zika-ebola-hiv-1-mtb-malaria-cmv-influenza-h1ni1/
[4] https://medicosporlaverdad.net/el-virus-sars-cov-2-es-un-quimera-artificial-y-no-circula-en-la-poblacion/
[3] https://genomediscovery.org/2017/12/combinatorial-antiviral-therapy-cat-metformin-the-widely-used-drug-in-the-treatment-of-tiidm-inhibits-hepatitis-bc-dengue-zika-ebola-hiv-1-mtb-malaria-cmv-influenza-h1ni1-respirat/

Top URLs in Tweet in G1:
[2] https://twitter.com/quay_dr/status/1397899103460216834?s=20
[1] https://www.biorxiv.org/cgi/content/short/2021.06.23.449627v1
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Fimmunity%2Ffulltext%2FS1074-7613%2816%2930160-1%3F_returnURL%3Dhttps%253A%252F%252Flinkinghub.elsevier.com%252Fretrieve%252Fpii%252FS1074761316301601%253Fshowall%253Dtrue&rc=0
[1] https://europepmc.org/article/PMC/3014161
[1] https://threader.app/thread/1393229273113141253
[1] https://twitter.com/r_h_ebright/status/1403013103948906503
[1] https://drive.google.com/drive/folders/1Bdz7_ZJFHdXPEeAKjcQxFd_qe-sheOlh
[1] https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0028479
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Ftrends%2Fmicrobiology%2Ffulltext%2FS0966-842X%2815%2900131-6&rc=0
[1] https://pubmed.ncbi.nlm.nih.gov/17184168/

Top URLs in Tweet in G2:
[2] https://awesomecapital.blogspot.com/2021/06/high-affinity-neutralizing-antibodies.html?spref=tw
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4797993/
[2] https://halturnerradioshow.com/index.php/en/news-page/world/global-time-bomb-first-case-of-postmortem-study-of-patient-vaccinated-against-sars-cov-2-mrna-found-in-every-organ-of-the-body
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-01557-z
[2] https://pubmed.ncbi.nlm.nih.gov/22536382/
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4801287/
[2] https://www.medrxiv.org/content/10.1101/2021.06.10.21258647v1
[2] https://twitter.com/i/web/status/1047176268293296129
[2] https://archive.is/2020.08.01-201306/https://twitter.com/PeterDaszak/status/1047176268293296129
[2] https://www.sciencemag.org/news/2021/06/claim-chinese-team-hid-early-sars-cov-sequences-stymie-origin-hunt-sparks-furor?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G4:
[1] https://twitter.com/DrEricDing/status/1404847230205505550?s=19

Top URLs in Tweet in G6:
[8] https://www.newsmax.com/newsfront/china-covid-bats-health/2021/06/12/id/1024867/
[1] https://twitter.com/newsmax/status/1404340440585756673
[1] https://twitter.com/realpnavarro/status/1405538399537176585
[1] https://pubmed.ncbi.nlm.nih.gov/15814718/

Top URLs in Tweet in G9:
[2] https://drtomcowan.com/the-smoking-gun/?fbclid=IwAR1b0pCXWYo3JqvJRKU9Ncy4n_gjVyKnLUHWxNoBH6PPg732sj5Qen24xdk
[1] https://drtomcowan.com/the-smoking-gun/#_ftn1
[1] https://kidney360.asnjournals.org/content/1/8/824

Top URLs in Tweet in G10:
[5] https://twitter.com/BidoliNicola/status/1406170386388094976?s=19
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DVUFpVIs-RuQ%26feature%3Dshare&q=EgS4SO-bGMfB-oAGIhkA8aeDSzBZd2gc36g6ZEdyodO3VKb2iaIMMgFy
[1] https://virologyj.biomedcentral.com/articles/10.1186/1743-422X-2-69
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1232869/
[1] https://pubmed.ncbi.nlm.nih.gov/14592603/
[1] https://syrianews.cc/covid-mrna-vaers-death-data-c19-news-reporting-and-misinformation/
[1] https://twitter.com/blanc0981/status/1405122884876476419?s=19
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5326623/

Top Domains
Top Domains in Tweet in Entire Graph:
[83] twitter.com
[65] nih.gov
[25] nature.com
[25] astratv.gr
[14] sciencemag.org
[14] maghreb-post.de
[12] genomediscovery.org
[9] linkedin.com
[8] newsmax.com
[7] youtube.com

Top Domains in Tweet in G1:
[6] twitter.com
[4] nih.gov
[2] biorxiv.org
[2] elsevierhealth.com
[2] sciencemag.org
[1] europepmc.org
[1] threader.app
[1] google.com
[1] plos.org
[1] semanticscholar.org

Top Domains in Tweet in G2:
[32] twitter.com
[14] nih.gov
[5] nature.com
[5] linkedin.com
[5] sporadestv.com
[4] blogspot.com
[4] medrxiv.org
[3] plos.org
[3] sciencemag.org
[2] elsevierhealth.com

Top Domains in Tweet in G4:
[1] twitter.com

Top Domains in Tweet in G6:
[8] newsmax.com
[2] twitter.com
[1] nih.gov

Top Domains in Tweet in G9:
[3] drtomcowan.com
[1] asnjournals.org

Top Domains in Tweet in G10:
[6] twitter.com
[3] nih.gov
[1] google.com
[1] biomedcentral.com
[1] syrianews.cc

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[44] covid19
[32] كورونا
[16] coronavirus
[10] dañopulmonar
[10] realidadvirtual
[7] sarscov2
[7] covid
[7] openaccess
[7] 44362
[6] wiesbaden



Top Hashtags in Tweet in G1:
[23] covid19
[2] pandemic
[2] threat
[1] biorxiv
[1] ccpvirus
[1] hiv

Top Hashtags in Tweet in G2:
[7] covid19
[6] coronavirus
[3] covid
[2] covidー19
[1] vaccinikiller
[1] wikipedia
[1] 얼음
[1] 얼음구매
[1] cell
[1] science

Top Hashtags in Tweet in G5:
[1] twlz

Top Hashtags in Tweet in G6:
[1] nipahvirus
[1] गर्व_से_कहो_हम_हिन्दू_है

Top Hashtags in Tweet in G10:
[2] nih

Top Words
Top Words in Tweet in Entire Graph:
[2382] sars
[2268] cov
[575] virus
[456] wuhan
[217] coronavirus
[178] covid
[158] 19
[132] delta
[126] mers
[121] spike

Top Words in Tweet in G1:
[240] cov
[237] sars
[102] wuhan
[60] lab
[51] remind
[50] results
[49] down
[48] ccp
[48] waited
[48] 25

Top Words in Tweet in G2:
[305] cov
[295] sars
[48] virus
[27] covid
[26] 19
[25] coronavirus
[15] spike
[15] mers
[12] human
[11] viruses

Top Words in Tweet in G3:
[108] sars
[108] cov
[108] invade
[108] parénquima
[108] pulmonar
[108] torna
[108] amenazante
[108] cuídense
[108] gobierno
[108] guatemala

Top Words in Tweet in G4:
[114] delta
[69] sars
[69] cov
[59] mais
[58] vezes
[57] isso
[57] já
[57] sabe
[57] variante
[57] transmissível

Top Words in Tweet in G5:
[40] die
[38] passieren
[38] komplette
[38] durchseuchung
[38] großteils
[38] klein
[38] kinder
[38] jugendlichen
[37] ljohnsdorf
[37] schwe

Top Words in Tweet in G6:
[302] virus
[300] wuhan
[80] cov
[56] sars
[25] mers
[25] 229e
[25] nl63
[25] oc43
[25] hku1
[24] related

Top Words in Tweet in G7:
[2] research
[2] much
[2] sars
[2] cov

Top Words in Tweet in G8:
[3] sars
[3] cov
[2] domains
[2] receptor

Top Words in Tweet in G9:
[35] coronavirus
[34] fact
[33] particles
[31] potential
[31] confusion
[31] normal
[31] cellular
[31] components
[31] highlighted
[24] kpcresearch

Top Words in Tweet in G10:
[29] sars
[28] cov
[10] 000
[10] bidolinicola
[6] 25
[6] त
[5] chloroquine
[5] protein
[5] pre
[5] desarrollar

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2114] sars,cov
[303] wuhan,virus
[250] virus,wuhan
[122] covid,19
[108] cov,invade
[108] invade,parénquima
[108] parénquima,pulmonar
[108] pulmonar,torna
[108] torna,amenazante
[108] amenazante,cuídense

Top Word Pairs in Tweet in G1:
[219] sars,cov
[49] wuhan,lab
[48] remind,ccp
[48] ccp,waited
[48] waited,25
[48] 25,days
[48] days,lock
[48] lock,down
[48] down,wuhan
[48] lab,results

Top Word Pairs in Tweet in G2:
[277] sars,cov
[17] cov,sars
[17] covid,19
[14] mers,cov
[10] virus,sars
[10] namikof,sars
[9] cov,mers
[7] νέες,μολύνσεις
[7] μολύνσεις,sars
[7] cov,αναλυτικοί

Top Word Pairs in Tweet in G3:
[108] sars,cov
[108] cov,invade
[108] invade,parénquima
[108] parénquima,pulmonar
[108] pulmonar,torna
[108] torna,amenazante
[108] amenazante,cuídense
[108] cuídense,gobierno
[108] gobierno,guatemala
[107] tapirestepario,sars

Top Word Pairs in Tweet in G4:
[69] sars,cov
[58] vezes,mais
[57] isso,já
[57] já,sabe
[57] sabe,variante
[57] variante,delta
[57] delta,vezes
[57] mais,transmissível
[57] transmissível,sars
[57] cov,original

Top Word Pairs in Tweet in G5:
[38] passieren,die
[38] die,komplette
[38] komplette,durchseuchung
[38] durchseuchung,großteils
[38] großteils,klein
[38] klein,kinder
[38] kinder,jugendlichen
[37] ljohnsdorf,passieren
[37] jugendlichen,schwe
[27] beginn,super

Top Word Pairs in Tweet in G6:
[300] wuhan,virus
[250] virus,wuhan
[55] sars,cov
[25] virus,sars
[25] cov,mers
[25] mers,cov
[25] cov,229e
[25] 229e,nl63
[25] nl63,oc43
[25] oc43,hku1

Top Word Pairs in Tweet in G7:
[2] sars,cov

Top Word Pairs in Tweet in G8:
[3] sars,cov

Top Word Pairs in Tweet in G9:
[32] coronavirus,particles
[31] potential,confusion
[31] confusion,coronavirus
[31] particles,normal
[31] normal,cellular
[31] cellular,components
[31] components,fact
[31] fact,highlighted
[24] kpcresearch,potential
[24] highlighted,detaile

Top Word Pairs in Tweet in G10:
[27] sars,cov
[5] 25,000
[5] 000,000
[5] 000,desarrollar
[5] desarrollar,nuevo
[5] nuevo,sars
[5] cov,wuhan
[5] wuhan,leed
[5] leed,bidolinicola
[4] carinho9,25

Top Replied-To
Top Replied-To in Entire Graph:
@rossana38510044
@kareldoorn1
@ydeigin
@harvard2h
@explicite_
@annelice11
@ayjchan
@1stindianews
@nuclearnemesis
@stuartjdneil

Top Replied-To in G1:
@rossana38510044
@ydeigin
@harvard2h
@ayjchan
@stuartjdneil
@ducky68257909
@etaitlife
@lawrencesellin
@inwuchang
@jsdfposjpqyuee1

Top Replied-To in G2:
@yourmirrors

Top Replied-To in G6:
@1stindianews
@gordongchang
@rajnathsingh
@realsonunigam0
@aajtak
@lady_wolf9
@foxnews
@jasonmillerindc
@realpnavarro
@katiepavlich

Top Replied-To in G7:
@davidmetroland

Top Replied-To in G8:
@handmadekathy

Top Replied-To in G9:
@chris_f_carson

Top Replied-To in G10:
@sciencereason17
@flushniacin_nac
@delercemartine
@expert_clinical
@bidolinicola
@thesamirabbas
@covid19critical
@richardursomd
@drericding
@alvarom_eng

Top Mentioned
Top Mentioned in Entire Graph:
@tapirestepario
@dadourado
@charlesrixey
@ljohnsdorf
@disclosetv
@niusmarco
@emunde1
@farrajk
@lawrencesellin
@kpcresearch

Top Mentioned in G1:
@charlesrixey
@lawrencesellin
@dezying
@stuartjdneil
@daoyu15
@billybostickson
@ydeigin
@r_h_ebright
@halvorz
@brianholtz1965

Top Mentioned in G2:
@namikof
@thomasconnors
@futureghost14
@bobardsdor
@cmencke
@hektorlvl
@ascleputer2
@benhammoucom
@unmuteit
@fm899

Top Mentioned in G3:
@tapirestepario

Top Mentioned in G4:
@dadourado
@gustavocmuniz2

Top Mentioned in G5:
@ljohnsdorf
@emunde1

Top Mentioned in G6:
@newsmax
@narendramodi
@who
@flotus
@un
@markdoran14
@foxnews
@finnertyusa
@rachelrollartv
@nilegardiner

Top Mentioned in G7:
@triplegggx
@wanderer_bolton
@brianbloop2
@brunothebridge
@nielsockelmann
@resiguru
@adam_smith_phd
@david19531501
@markwh2001
@conraddkonnrad

Top Mentioned in G8:
@doritmi
@trippy_neutron
@lightcontrol2
@crabb_vicki
@flitesurgn
@mcfunny
@troydee
@surina1975
@krochetxkorner
@kevin_kehres

Top Mentioned in G9:
@kpcresearch
@alisonblunt
@javrojav
@shared_facts
@ale_battini
@houseofgab
@thatsnotmine125
@chrismasseyfois
@moravec_tomas
@richienrg

Top Mentioned in G10:
@bidolinicola
@carinho9
@pierrekory
@covid19critical
@birdgroupuk
@marctownsend
@knight_pen
@bretweinstein
@joerogan
@aminejendnba

Top Tweeters
Top Tweeters in Entire Graph:
@detikcom
@s9tmt
@inabster
@sosorasora3
@tovaga
@latercera
@look987
@menabster
@thehill
@athenea_phalas

Top Tweeters in G1:
@viralvideovlogs
@himalayala8
@volkskrant
@luigi_warren
@dopaminergic13
@trdisoprtr
@hklongman
@goshofar
@jamiearrington
@biorxivpreprint

Top Tweeters in G2:
@efektotv
@garipliktalibi
@warriors_mom
@sporadestv
@spacefromgreece
@haber7
@iweller_health
@yourmirrors
@dataemia
@johndalton6011

Top Tweeters in G3:
@estuardinho10
@orientesoy
@elpecasgt
@aqui_notkm
@lverria
@sspe15
@asibrianv
@china_bernal
@ren57316851
@cardol09

Top Tweeters in G4:
@anisionogueira
@dieviviarruda
@joaosergio
@umbrios
@ivonepita
@personalescrito
@fabiopf08fabio
@anandaporto
@tarciana
@antonia_lula

Top Tweeters in G5:
@michael_kunz
@catinchief
@bot_twlehrerz
@davepermen
@dare_dems
@musicandscifi
@snowbootslove
@the4thpip
@queenmandjago
@kernelpanic

Top Tweeters in G6:
@aajtak
@1stindianews
@ani
@foxnews
@stillgray
@bjp4india
@espncricinfo
@oann
@newsmax
@un

Top Tweeters in G7:
@cathyby
@geor97
@roblev0
@leftbehindpoet
@davidmetroland
@david19531501
@europhile123
@the_leaver
@ciolfilicious1
@conraddkonnrad

Top Tweeters in G8:
@veritasever
@doritmi
@_mamadeb
@just4thecause
@mcfunny
@plasticdoe
@charitable_fury
@katlarue7
@andrewlazarus4
@trippy_neutron

Top Tweeters in G9:
@mithisa_motho
@ireland2020
@annasilvani
@atamerarzu
@pambeertom
@godlak_1
@ofthefamilyguy
@alisonblunt
@scott006648
@alex_on_a14

Top Tweeters in G10:
@navroopsingh_
@elalam_vnz
@acuervomont
@bjplive
@dinamo1234
@carinho9
@aamaadmiparty
@saraart4
@aburridomedio
@incindia


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