SARS-COV, Twitter, 12/15/2022 12:41:54 PM, 286344


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SARS-COV_2022-12-15_03-47-13.xlsx
SARS-COV_2022-12-15_03-47-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 15, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3W1JGja
@tryangregory
@mincyt_ve
@elonmusk
@sitsilver
@washburnealex
@charlesrixey
@humanitepaix
@natanielruizg
@rdoktord
@shannonmccaulle

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

Description:
Description
The graph represents a network of 1,556 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, 15 December 2022 at 11:48 UTC.

The requested start date was Thursday, 15 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, 37-minute period from Thursday, 01 December 2022 at 02:28 UTC to Wednesday, 14 December 2022 at 12:06 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 : 1556
Unique Edges : 899
Edges With Duplicates : 1255
Total Edges : 2154
Number of Edge Types : 5
Retweet : 534
MentionsInRetweet : 665
Tweet : 141
Mentions : 466
Replies to : 348
Self-Loops : 163
Reciprocated Vertex Pair Ratio : 0.00586510263929619
Reciprocated Edge Ratio : 0.0116618075801749
Connected Components : 338
Single-Vertex Connected Components : 79
Maximum Vertices in a Connected Component : 204
Maximum Edges in a Connected Component : 402
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 2.674598
Graph Density : 0.000567040560758479
Modularity : 0.643712
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,556 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, 15 December 2022 at 11:48 UTC.

The requested start date was Thursday, 15 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, 37-minute period from Thursday, 01 December 2022 at 02:28 UTC to Wednesday, 14 December 2022 at 12:06 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/
[3] https://pubmed.ncbi.nlm.nih.gov/12814717/
[3] https://patentcenter.uspto.gov/#!/applications/10822904
[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

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://pubmed.ncbi.nlm.nih.gov/32295925/#:~:text=Previous%20studies%20on%20the%20related%20severe%20acute%20respiratory,glutamic%20acid%20%28E%29%20and%20aspartic%20acid%20%28D%29%20residues
[1] https://twitter.com/coffee_anytime/status/1597925264021131264
[1] https://twitter.com/mariadorosario/status/1598042716453339137
[1] https://register.thebig5.ae/?utm_source=social-media&utm_medium=post&utm_campaign=product-launch-vitex&utm_content=&utm_term=

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

Top URLs in Tweet in G5:
[3] https://pubmed.ncbi.nlm.nih.gov/12814717/
[3] https://patentcenter.uspto.gov/#!/applications/10822904
[2] https://patentimages.storage.googleapis.com/6b/c3/21/a62eb55a0e678c/US7220852.pdf
[1] https://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://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:
[39] nih.gov
[27] twitter.com
[15] csape.international
[10] nature.com
[5] biorxiv.org
[5] genomediscovery.org
[5] newsbreak.com
[4] uspto.gov
[3] frontiersin.org
[3] njctw.com

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

Top Domains in Tweet in G3:
[16] twitter.com
[12] nih.gov
[5] newsbreak.com
[4] nature.com
[3] frontiersin.org
[2] cdc.gov
[2] blogspot.com
[1] thebig5.ae
[1] tradcatknight.org
[1] threadreaderapp.com

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

Top Domains in Tweet in G5:
[5] nih.gov
[4] uspto.gov
[2] plos.org
[2] googleapis.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:
[3] covid19
[3] 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] big5exhibition
[1] biology
[1] e
[1] health
[1] review
[1] sarscov
[1] load

Top Words
Top Words in Tweet in Entire Graph:
[1272] sars
[1248] cov
[535] mers
[373] caused
[318] virus
[237] coronavirus
[196] influenza
[187] related
[184] tryangregory
[125] gripe

Top Words in Tweet in G1:
[368] sars
[367] cov
[359] mers
[359] caused
[182] virus
[182] tryangregory
[180] influenza
[179] related
[179] coronavirus
[2] aurielwillette

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

Top Words in Tweet in G3:
[121] cov
[120] sars
[21] virus
[15] mers
[11] coronavirus
[10] covid
[9] 2019
[8] viruses
[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:
[46] sars
[45] cov
[17] elonmusk
[13] fauci
[9] one
[9] dr
[8] orion7710
[8] patent
[7] virus
[7] gain

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:
[20] sars
[18] cov
[6] 2002
[5] covid
[5] flu
[4] grneyedgoddes
[4] andersonafdmdep
[4] emerged
[4] snide_sally
[3] people

Top Words in Tweet in G8:
[11] sars
[11] cov
[3] ayjchan
[3] sciencecohen
[3] those
[2] covid
[2] research
[2] study
[2] details
[2] paper

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

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

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1003] sars,cov
[228] cov,sars
[222] mers,cov
[197] cov,coronavirus
[184] related,sars
[183] influenza,virus
[182] coronavirus,related
[181] caused,mers
[181] caused,influenza
[181] mers,caused

Top Word Pairs in Tweet in G1:
[187] sars,cov
[180] mers,cov
[179] influenza,virus
[179] related,sars
[179] cov,sars
[179] coronavirus,related
[179] caused,influenza
[179] caused,mers
[179] cov,coronavirus
[179] mers,caused

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

Top Word Pairs in Tweet in G3:
[108] sars,cov
[12] mers,cov
[12] cov,sars
[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:
[44] sars,cov
[6] gain,function
[5] dr,fauci
[5] function,research
[5] niaid,funding
[4] wuhan,institute
[4] early,treatment
[4] coronavirus,sars
[4] elonmusk,sars
[4] institute,virology

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

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

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] appear,2017
[2] hugh_mankind,fedeperez19
[2] mid,2020
[2] grantmtbikeswim,hugh_mankind
[2] 2020,patent
[2] here's,link

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@mehdirhasan
@festinalenteaaa
@teslaanddoge
@genocidealert
@realamvoice
@sassygibs
@john_bumblebee
@alchemytoday
@manikeops

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
@johncduffy72
@dashdobrofsky
@delthiaricks
@profpcdoherty
@rdmorris
@april_harding
@mattwridley
@zinniacoco

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

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

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:
@tradcatknight
@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
@mehdirhasan
@gunthereagleman
@heydave7
@seacaptim
@charlesrixey
@aghuff
@thomas1774paine

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
@miti_vigliero
@laradiodelsur
@sie_kensou77
@uniquecmoi
@yvespdb

Top Tweeters in G1:
@jurylady5
@miti_vigliero
@sie_kensou77
@zumikiss
@marymary0414
@geoffypjohnston
@boogwinchester
@1luv2
@scott_squires
@jchilton666

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

Top Tweeters in G3:
@qzv00507
@myjournals
@_13820
@cmencke
@wikyupedia
@tradcatknight
@mi6rogue
@sarah_alice_x
@itsjustmeeheh
@harpersnotes

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

Top Tweeters in G5:
@alexblx
@thomas1774paine
@johnpavlovitz
@mehdirhasan
@shannonmccaulle
@orion7710
@zismo64
@delthiaricks
@gunthereagleman
@angiepolicelli2

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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