SARS-COV, Twitter, 12/16/2022 10:41:20 AM, 286402


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SARS-COV_2022-12-16_02-30-25.xlsx
SARS-COV_2022-12-16_02-30-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 16, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3j7vpTA
@tryangregory
@mincyt_ve
@elonmusk
@sitsilver
@washburnealex
@charlesrixey
@humanitepaix
@natanielruizg
@shannonmccaulle
@rdoktord

Top hashtags:
#covid19
#sarscov2
#science
#coverpage
#newsbreak
#myocarditis
#pericarditis

Description:
Description
The graph represents a network of 1,604 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, 16 December 2022 at 10:31 UTC.

The requested start date was Friday, 16 December 2022 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, 9-hour, 21-minute period from Friday, 02 December 2022 at 03:02 UTC to Thursday, 15 December 2022 at 12:23 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 : 1604
Unique Edges : 922
Edges With Duplicates : 1346
Total Edges : 2268
Number of Edge Types : 5
Tweet : 143
Replies to : 358
Mentions : 501
Retweet : 559
MentionsInRetweet : 707
Self-Loops : 163
Reciprocated Vertex Pair Ratio : 0.00492610837438424
Reciprocated Edge Ratio : 0.00980392156862745
Connected Components : 340
Single-Vertex Connected Components : 79
Maximum Vertices in a Connected Component : 217
Maximum Edges in a Connected Component : 428
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 2.656444
Graph Density : 0.000555380108680264
Modularity : 0.635679
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,604 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, 16 December 2022 at 10:31 UTC.

The requested start date was Friday, 16 December 2022 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, 9-hour, 21-minute period from Friday, 02 December 2022 at 03:02 UTC to Thursday, 15 December 2022 at 12:23 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:
[15] https://www.csape.international/
[6] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1232869/
[4] https://pubmed.ncbi.nlm.nih.gov/12814717/
[3] https://genomediscovery.org/2017/11/combinatorial-antiviral-therapy-cat-a-pharmaceutical-mixture-encompassing-cidofovir-ribvirin-cr-inhibits-hepatitis-bc-dengue-zika-ebola-hiv-1-mtb-malaria-cmv-sars-influenza-h1ni1/
[3] https://www.newsbreak.com/news/2846026910195/2015-document-shows-scope-of-parties-involved-in-sars-cov-gain-of-function-research?noAds=1&_f=app_share&s=i2
[2] https://pubmed.ncbi.nlm.nih.gov/22536382/
[2] https://www.frontiersin.org/articles/10.3389/fmolb.2020.591873/full
[2] https://twitter.com/MedicalScitech/status/1577317676795547650
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fnm.3985
[2] https://patentcenter.uspto.gov/#!/applications/10822904

Top URLs in Tweet in G1:
[1] https://www.who.int/news-room/fact-sheets/detail/middle-east-respiratory-syndrome-coronavirus-(mers-cov)
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7302228/

Top URLs in Tweet in G3:
[3] https://www.newsbreak.com/news/2846026910195/2015-document-shows-scope-of-parties-involved-in-sars-cov-gain-of-function-research?noAds=1&_f=app_share&s=i2
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1232869/
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7470595/
[2] https://awesomecapital.blogspot.com/2022/12/anatomical-barriers-shield-brain-from.html?spref=tw
[2] https://www.frontiersin.org/articles/10.3389/fmolb.2020.591873/full
[2] https://twitter.com/MedicalScitech/status/1577317676795547650
[1] https://www.mi6rogue.com/blog
[1] https://twitter.com/lethiecv/status/1598828372750225409
[1] https://journals.asm.org/doi/10.1128/JVI.01410-20
[1] https://philipmcmillan.substack.com/p/why-was-a-vaccine-not-developed-against

Top URLs in Tweet in G4:
[15] https://www.csape.international/

Top URLs in Tweet in G5:
[4] https://pubmed.ncbi.nlm.nih.gov/12814717/
[2] https://patentcenter.uspto.gov/#!/applications/10822904
[2] https://patentimages.storage.googleapis.com/6b/c3/21/a62eb55a0e678c/US7220852.pdf
[1] https://bmcresnotes.biomedcentral.com/articles/10.1186/s13104-021-05561-4
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8066091/#:~:text=Taken%20together%2C%20we%20demonstrated%20that,the%20treatment%20of%20COVID-19
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8066091/
[1] https://ncbi.nlm.nih.gov/pmc/articles/PMC8066091/#:~:text=Taken%20together%2C%20we%20demonstrated%20that,the%20treatment%20of%20COVID-19
[1] https://journals.plos.org/plospathogens/article?id=10.1371/journal.ppat.1009212
[1] https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0035421
[1] https://ppubs.uspto.gov/pubwebapp/static/pages/landing.html

Top URLs in Tweet in G6:
[2] https://en.m.wikipedia.org/wiki/Arginylglycylaspartic_acid
[1] https://usrtk.org/wp-content/uploads/2021/02/Baric-Emails-2.17.21.pdf
[1] https://twitter.com/Great_Briton_I/status/1586348122481233921

Top URLs in Tweet in G7:
[1] https://www.infectioncontroltoday.com/view/viewpoint-here-s-why-covid-19-is-much-worse-than-flu

Top URLs in Tweet in G8:
[1] https://twitter.com/angie_rasmussen/status/1595750984915247105
[1] https://theintercept.com/2021/09/23/coronavirus-research-grant-darpa/
[1] https://www.tandfonline.com/doi/full/10.1080/08830185.2021.1883600

Top URLs in Tweet in G10:
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1232869/

Top Domains
Top Domains in Tweet in Entire Graph:
[38] nih.gov
[30] twitter.com
[15] csape.international
[10] nature.com
[5] biorxiv.org
[5] genomediscovery.org
[5] newsbreak.com
[3] frontiersin.org
[3] uspto.gov
[3] njctw.com

Top Domains in Tweet in G1:
[1] who.int
[1] nih.gov

Top Domains in Tweet in G3:
[17] twitter.com
[11] nih.gov
[5] newsbreak.com
[4] nature.com
[3] frontiersin.org
[2] cdc.gov
[2] blogspot.com
[1] mi6rogue.com
[1] asm.org
[1] substack.com

Top Domains in Tweet in G4:
[15] csape.international

Top Domains in Tweet in G5:
[7] nih.gov
[3] uspto.gov
[2] plos.org
[2] googleapis.com
[1] biomedcentral.com

Top Domains in Tweet in G6:
[2] wikipedia.org
[1] usrtk.org
[1] twitter.com

Top Domains in Tweet in G7:
[1] infectioncontroltoday.com

Top Domains in Tweet in G8:
[1] twitter.com
[1] theintercept.com
[1] tandfonline.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2] covid19
[2] sarscov2
[2] science
[2] coverpage
[2] newsbreak
[1] myocarditis
[1] pericarditis
[1] bioweapon
[1] biosafety
[1] architecture



Top Hashtags in Tweet in G3:
[2] covid19
[2] newsbreak
[2] science
[1] biology
[1] e
[1] health
[1] review
[1] sarscov
[1] load
[1] kinetics

Top Words
Top Words in Tweet in Entire Graph:
[1333] sars
[1309] cov
[568] mers
[398] caused
[329] virus
[253] coronavirus
[211] influenza
[200] related
[197] tryangregory
[130] gripe

Top Words in Tweet in G1:
[394] sars
[393] cov
[385] mers
[385] caused
[195] virus
[195] tryangregory
[193] influenza
[192] related
[192] coronavirus
[2] aurielwillette

Top Words in Tweet in G2:
[126] cov
[124] reproducido
[124] hayan
[124] décadas
[124] complejas
[124] aviar
[124] últimas
[124] mers
[124] hecho
[124] situaciones

Top Words in Tweet in G3:
[119] sars
[118] cov
[22] virus
[14] mers
[12] coronavirus
[9] viruses
[9] 2019
[9] covid
[8] research
[8] 2020

Top Words in Tweet in G4:
[68] crime
[56] internationale
[56] d'avocats
[56] cour
[56] internationaux
[56] conjointe
[56] plainte
[50] humanitepaix
[44] contre
[43] nocide

Top Words in Tweet in G5:
[53] sars
[52] cov
[19] elonmusk
[13] fauci
[9] one
[9] dr
[8] orion7710
[7] gain
[7] virus
[7] research

Top Words in Tweet in G6:
[21] washburnealex
[21] insert
[21] 2019
[20] based
[20] pandemic
[20] global
[20] exactly
[20] cov
[20] years
[20] improbable

Top Words in Tweet in G7:
[18] sars
[16] cov
[6] 2002
[5] covid
[4] grneyedgoddes
[4] andersonafdmdep
[4] emerged
[4] snide_sally
[3] protein
[3] receptors

Top Words in Tweet in G8:
[11] cov
[11] sars
[3] those
[3] sciencecohen
[3] ayjchan
[2] fascinating
[2] first
[2] top
[2] study
[2] saying

Top Words in Tweet in G9:
[28] calling
[15] sars2
[14] start
[14] stop
[14] those
[14] demand
[14] aids
[14] language
[14] precision
[14] airborne

Top Words in Tweet in G10:
[7] sars
[6] name
[5] 19
[5] patent
[5] cov
[5] covid
[4] test
[3] hugh_mankind
[2] given
[2] 2019

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1046] sars,cov
[245] cov,sars
[238] mers,cov
[211] cov,coronavirus
[197] related,sars
[196] influenza,virus
[195] coronavirus,related
[194] caused,mers
[194] caused,influenza
[194] mers,caused

Top Word Pairs in Tweet in G1:
[200] sars,cov
[193] mers,cov
[192] influenza,virus
[192] related,sars
[192] cov,sars
[192] coronavirus,related
[192] caused,influenza
[192] caused,mers
[192] cov,coronavirus
[192] mers,caused

Top Word Pairs in Tweet in G2:
[124] situaciones,complejas
[124] hecho,últimas
[124] cov,mers
[124] hayan,reproducido
[124] complejas,gripe
[124] décadas,hayan
[124] reproducido,situaciones
[124] aviar,sars
[124] últimas,décadas
[124] gripe,aviar

Top Word Pairs in Tweet in G3:
[106] sars,cov
[12] cov,sars
[11] mers,cov
[6] covid,19
[6] cov,mers
[5] involved,sars
[5] cov,viruses
[5] functionâ,research
[5] cov,gain
[5] gain,functionâ

Top Word Pairs in Tweet in G4:
[56] d'avocats,internationaux
[56] plainte,conjointe
[56] conjointe,d'avocats
[56] internationaux,cour
[44] crime,contre
[43] pã,nale
[43] nale,internationale
[43] internationale,gã
[43] gã,nocide
[43] cour,pã

Top Word Pairs in Tweet in G5:
[50] sars,cov
[6] gain,function
[5] early,treatment
[5] cov,sars
[5] dr,fauci
[5] function,research
[5] niaid,funding
[4] wuhan,institute
[4] cov,shares
[4] elonmusk,sars

Top Word Pairs in Tweet in G6:
[20] insert,improbable
[20] observation,years
[20] pandemic,exactly
[20] based,observation
[20] global,pandemic
[20] improbable,nature
[20] nature,based
[20] years,global
[19] washburnealex,insert
[19] exactly,whatâ

Top Word Pairs in Tweet in G7:
[16] sars,cov
[4] emerged,2002
[4] grneyedgoddes,andersonafdmdep
[3] snide_sally,grneyedgoddes
[3] festinalenteaaa,snide_sally
[2] ace2,receptors
[2] cov,2002
[2] cov,virus
[2] andersonafdmdep,sars
[2] cov,emerged

Top Word Pairs in Tweet in G8:
[11] sars,cov
[2] bats,sars
[2] carefully,documents
[2] fascinating,details
[2] cov,first
[2] research,activities
[2] details,carefully
[2] virus,saying
[2] paper,fascinating
[2] top,virologists

Top Word Pairs in Tweet in G9:
[14] start,calling
[14] demand,precision
[14] calling,sars2
[14] aids,start
[14] calling,airborne
[14] language,stop
[14] stop,calling
[14] precision,language
[14] those,demand
[14] airborne,aids

Top Word Pairs in Tweet in G10:
[5] covid,19
[5] sars,cov
[4] name,covid
[2] think,talking
[2] test,test
[2] fedeperez19,here's
[2] published,march
[2] hugh_mankind,fedeperez19
[2] patent,application
[2] petri,dish

Top Replied-To
Top Replied-To in Entire Graph:
@sankari83
@elonmusk
@dt65e7nwktf4z9r
@mehdirhasan
@festinalenteaaa
@teslaanddoge
@genocidealert
@realamvoice
@sassygibs
@monkithebot

Top Replied-To in G1:
@tryangregory
@poosygalorest
@skepticrod

Top Replied-To in G2:
@mincyt_ve

Top Replied-To in G4:
@genocidealert
@realamvoice
@syndicatgj
@onu_fr
@nurembergacadem
@cpg_ushmm
@cincyhhc
@micheben
@vukuzman
@courpenaleint

Top Replied-To in G5:
@elonmusk
@mehdirhasan
@endwokeness
@telegraph
@rishisunak
@johnpavlovitz
@govrondesantis
@johncduffy72
@dashdobrofsky
@delthiaricks

Top Replied-To in G6:
@washburnealex
@mbalter
@philippmattheis
@drjohnb2
@pandowhisperer

Top Replied-To in G7:
@festinalenteaaa
@kylenumber
@dmchattie99
@cooltxchick
@erwinbuis1
@goatmaster1488
@susan_jackson60

Top Replied-To in G8:
@ayjchan
@think_fungus
@reluctantlyjoe

Top Replied-To in G9:
@mariagallegobl

Top Replied-To in G10:
@jer_poynton99
@ash_in_my_veins
@ai_action

Top Mentioned
Top Mentioned in Entire Graph:
@tryangregory
@mincyt_ve
@humanitepaix
@syndicatgj
@washburnealex
@elonmusk
@jh16124219
@wabbit011235813
@onu_fr
@sinsiglasya

Top Mentioned in G1:
@tryangregory
@aurielwillette
@amethystarlight
@stonedcommie
@hiddenkrypt
@denise_dewald
@peoplescdc
@covidsolidarit1

Top Mentioned in G2:
@mincyt_ve
@gabrielasjr
@magagutierrezv
@minsaludve
@vicevenezuela
@mippcivzla
@yvke_mundial
@canalconciencia
@rnvinformativa
@laradiodelsur

Top Mentioned in G3:
@cmencke
@rebel_10n

Top Mentioned in G4:
@humanitepaix
@syndicatgj
@onu_fr
@courpenaleint
@circonscripti18
@auschwitzmuseum
@qcc_khc
@holocaustmuseum
@ihmec
@cincymuseum

Top Mentioned in G5:
@elonmusk
@orion7710
@collinrugg
@billym2k
@vvilelyn
@mehdirhasan
@gunthereagleman
@heydave7
@seacaptim
@charlesrixey

Top Mentioned in G6:
@washburnealex
@jh16124219
@mbalter
@charlesrixey
@thejikky
@luigi_warren

Top Mentioned in G7:
@snide_sally
@grneyedgoddes
@andersonafdmdep
@meetjess
@devsd
@allykeylime
@nanciguestrdphd
@laffersnapkin
@lyndzbeck
@ramsayfolk

Top Mentioned in G8:
@sciencecohen
@ayjchan
@theintercept
@amymaxmen
@janeqiuchina
@joelachenbach
@jessicalexicus
@svscarpino
@thilogross
@manlius84

Top Mentioned in G9:
@wabbit011235813
@findwhy
@fitterhappieraj
@leonardibot
@mariagallegobl

Top Mentioned in G10:
@hugh_mankind
@grantmtbikeswim
@fedeperez19
@fillmorewhite
@jer_poynton99
@juanferpro
@justintrudeau
@cafreeland
@thejagmeetsingh
@cpho_canada

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@unoticias
@yvke_mundial
@netminnow
@aeroforceso
@wildwalkerwoman
@tenji95
@wgarnews
@miti_vigliero
@laradiodelsur

Top Tweeters in G1:
@jurylady5
@wildwalkerwoman
@tenji95
@wgarnews
@miti_vigliero
@sie_kensou77
@zumikiss
@marymary0414
@geoffypjohnston
@boogwinchester

Top Tweeters in G2:
@unoticias
@yvke_mundial
@aeroforceso
@laradiodelsur
@rnvinformativa
@mippcivzla
@jasminbandres
@humbertreincide
@rodalexandre25
@mppsmiranda

Top Tweeters in G3:
@qzv00507
@myjournals
@_13820
@cmencke
@wikyupedia
@ilindelatorremd
@mi6rogue
@sarah_alice_x
@itsjustmeeheh
@earthumbrella

Top Tweeters in G4:
@uniquecmoi
@foxnews
@eliot_meredith
@marcchastillon
@dett67
@mazzocchinjrme1
@auschwitzmuseum
@territaekook
@un
@micheben

Top Tweeters in G5:
@telegraph
@alexblx
@thomas1774paine
@johnpavlovitz
@mehdirhasan
@shannonmccaulle
@orion7710
@zismo64
@delthiaricks
@gunthereagleman

Top Tweeters in G6:
@luigi_warren
@rdiasdevivar
@lissnup
@wellnessfr
@mbalter
@444cin444
@jaimeraulmolina
@housingfirstire
@proffatihacanli
@greg21143362

Top Tweeters in G7:
@newscomauhq
@sky_lee_1
@cooltxchick
@snide_sally
@kylenumber
@nanciguestrdphd
@laffersnapkin
@tedcruz
@meetjess
@grneyedgoddes

Top Tweeters in G8:
@theintercept
@jessicalexicus
@reluctantlyjoe
@svscarpino
@varro_analytics
@ayjchan
@amymaxmen
@joelachenbach
@manlius84
@tactnowinfo

Top Tweeters in G9:
@wokabaut_meri
@gerellen
@taylors11264605
@findwhy
@alexanderodoran
@judyandhuahua
@mariagallegobl
@fitterhappieraj
@ckinbote1982
@gregarmstrong16

Top Tweeters in G10:
@fillmorewhite
@juanferpro
@justintrudeau
@donniev23
@cafreeland
@hugh_mankind
@thejagmeetsingh
@cpho_canada
@grantmtbikeswim
@ash_in_my_veins


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