SARS-COV, Twitter, 12/14/2022 3:37:30 PM, 286258


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SARS-COV_2022-12-14_02-01-22.xlsx
SARS-COV_2022-12-14_02-01-22.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 14, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3PozFKo
@mincyt_ve
@washburnealex
@sitsilver
@elonmusk
@charlesrixey
@humanitepaix
@ayjchan
@natanielruizg
@rdoktord
@shannonmccaulle

Top hashtags:
#covid19
#sarscov2
#coverpage
#science
#newsbreak
#kwaslinolowy
#biosafety

Description:
Description
The graph represents a network of 1,341 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 Wednesday, 14 December 2022 at 10:02 UTC.

The requested start date was Wednesday, 14 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, 10-hour, 27-minute period from Wednesday, 30 November 2022 at 01:49 UTC to Tuesday, 13 December 2022 at 12:16 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 : 1341
Unique Edges : 904
Edges With Duplicates : 827
Total Edges : 1731
Number of Edge Types : 5
Replies to : 338
Mentions : 477
Retweet : 320
MentionsInRetweet : 456
Tweet : 140
Self-Loops : 162
Reciprocated Vertex Pair Ratio : 0.00690846286701209
Reciprocated Edge Ratio : 0.0137221269296741
Connected Components : 328
Single-Vertex Connected Components : 76
Maximum Vertices in a Connected Component : 115
Maximum Edges in a Connected Component : 218
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.434372
Graph Density : 0.000648880875265729
Modularity : 0.690167
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,341 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 Wednesday, 14 December 2022 at 10:02 UTC.

The requested start date was Wednesday, 14 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, 10-hour, 27-minute period from Wednesday, 30 November 2022 at 01:49 UTC to Tuesday, 13 December 2022 at 12:16 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/
[4] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1232869/
[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://pubmed.ncbi.nlm.nih.gov/22536382/
[3] https://pubs.acs.org/doi/10.1021/acs.langmuir.2c00671
[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://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fnm.3985
[2] https://patentimages.storage.googleapis.com/6b/c3/21/a62eb55a0e678c/US7220852.pdf
[2] https://twitter.com/elonmusk/status/1602113254360162304

Top URLs in Tweet in G2:
[15] https://www.csape.international/
[1] https://twitter.com/Doctor_I_am_The/status/1597761617990909953

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
[2] https://twitter.com/MedicalScitech/status/1577317676795547650
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7470595/
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1232869/
[2] https://awesomecapital.blogspot.com/2022/12/anatomical-barriers-shield-brain-from.html?spref=tw
[1] https://www.enfoqueinformativo.mx/hallan-nuevas-variantes-de-coronavirus-en-murcielagos/
[1] https://twitter.com/TRyanGregory/status/1597644239017750528?t=zJRnm-2E06sacC8UMhEJog&s=09
[1] https://www.biorxiv.org/content/10.1101/2022.11.23.517609v1
[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

Top URLs in Tweet in G4:
[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 G5:
[3] https://patentcenter.uspto.gov/#!/applications/10822904
[2] https://patentimages.storage.googleapis.com/6b/c3/21/a62eb55a0e678c/US7220852.pdf
[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:
[1] https://twitter.com/vasilakis_lab/status/1601195829674799110

Top URLs in Tweet in G7:
[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
[1] https://pubmed.ncbi.nlm.nih.gov/29190287/

Top URLs in Tweet in G8:
[1] https://www.infectioncontroltoday.com/view/viewpoint-here-s-why-covid-19-is-much-worse-than-flu

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:
[32] nih.gov
[29] twitter.com
[15] csape.international
[9] nature.com
[6] biorxiv.org
[5] genomediscovery.org
[5] newsbreak.com
[4] uspto.gov
[3] acs.org
[3] springer.com

Top Domains in Tweet in G2:
[15] csape.international
[1] twitter.com

Top Domains in Tweet in G3:
[16] twitter.com
[12] nih.gov
[5] newsbreak.com
[4] nature.com
[2] maghreb-post.de
[2] cdc.gov
[2] myjournals.org
[2] blogspot.com
[2] frontiersin.org
[1] enfoqueinformativo.mx

Top Domains in Tweet in G4:
[2] wikipedia.org
[1] usrtk.org
[1] twitter.com

Top Domains in Tweet in G5:
[4] uspto.gov
[2] googleapis.com
[1] plos.org

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[1] twitter.com
[1] theintercept.com
[1] tandfonline.com
[1] nih.gov

Top Domains in Tweet in G8:
[1] infectioncontroltoday.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4] covid19
[3] sarscov2
[3] coverpage
[2] science
[2] newsbreak
[2] kwaslinolowy
[1] biosafety
[1] architecture
[1] planning
[1] stem



Top Hashtags in Tweet in G3:
[3] covid19
[2] newsbreak
[2] science
[1] china
[1] big5exhibition
[1] myocarditis
[1] pericarditis
[1] bioweapon
[1] biology
[1] e

Top Words
Top Words in Tweet in Entire Graph:
[869] sars
[824] cov
[135] virus
[132] mers
[100] gripe
[94] décadas
[94] hecho
[94] hayan
[94] complejas
[94] aviar

Top Words in Tweet in G1:
[93] cov
[92] gripe
[92] reproducido
[92] mers
[92] situaciones
[92] complejas
[92] hecho
[92] décadas
[92] aviar
[92] últimas

Top Words in Tweet in G2:
[73] crime
[61] d'avocats
[61] conjointe
[61] plainte
[61] internationale
[61] cour
[61] internationaux
[55] humanitepaix
[49] contre
[43] nale

Top Words in Tweet in G3:
[118] sars
[113] cov
[17] virus
[10] covid
[9] coronavirus
[9] research
[7] health
[7] vaccine
[7] viruses
[7] 2019

Top Words in Tweet in G4:
[21] cov
[21] 2019
[21] washburnealex
[21] insert
[20] based
[20] improbable
[20] observation
[20] exactly
[20] years
[20] global

Top Words in Tweet in G5:
[29] cov
[29] sars
[13] fauci
[10] elonmusk
[9] dr
[8] one
[8] patent
[7] gain
[7] research
[7] orion7710

Top Words in Tweet in G6:
[6] cov
[6] sars
[4] vasilakis_lab
[4] great
[4] drs
[4] pandemic
[4] meeting
[4] dengue
[4] rossi
[4] tmoodyscience

Top Words in Tweet in G7:
[16] sars
[14] cov
[6] ayjchan
[3] study
[3] janeqiuchina
[3] bats
[3] sciencecohen
[3] those
[2] please
[2] thought

Top Words in Tweet in G8:
[16] sars
[15] cov
[5] 2002
[5] covid
[5] flu
[4] snide_sally
[4] grneyedgoddes
[4] andersonafdmdep
[3] people
[3] festinalenteaaa

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] 2017

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[777] sars,cov
[105] cov,mers
[94] complejas,gripe
[94] hecho,últimas
[94] situaciones,complejas
[94] reproducido,situaciones
[94] décadas,hayan
[94] últimas,décadas
[94] hayan,reproducido
[94] gripe,aviar

Top Word Pairs in Tweet in G1:
[92] situaciones,complejas
[92] hecho,últimas
[92] cov,mers
[92] hayan,reproducido
[92] complejas,gripe
[92] décadas,hayan
[92] reproducido,situaciones
[92] aviar,sars
[92] últimas,décadas
[92] gripe,aviar

Top Word Pairs in Tweet in G2:
[61] internationaux,cour
[61] d'avocats,internationaux
[61] conjointe,d'avocats
[61] plainte,conjointe
[49] crime,contre
[43] internationale,gã
[43] nale,internationale
[43] gã,nocide
[43] cour,pã
[43] pã,nale

Top Word Pairs in Tweet in G3:
[105] sars,cov
[15] cov,sars
[6] mers,cov
[5] against,sars
[5] involved,sars
[5] functionâ,research
[5] cov,gain
[5] gain,functionâ
[5] document,shows
[5] parties,involved

Top Word Pairs in Tweet in G4:
[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 G5:
[28] sars,cov
[6] gain,function
[5] dr,fauci
[5] function,research
[5] niaid,funding
[4] wuhan,institute
[4] coronavirus,sars
[4] institute,virology
[3] virology,gain
[3] orion7710,mehdirhasan

Top Word Pairs in Tweet in G6:
[6] sars,cov
[4] talks,sars
[4] happened,during
[4] dengue,happened
[4] pandemic,meeting
[4] tmoodyscience,rossi
[4] during,pandemic
[4] cov,dengue
[4] meeting,drs
[4] moody,tmoodyscience

Top Word Pairs in Tweet in G7:
[14] sars,cov
[2] saying,research
[2] cov,first
[2] janeqiuchina,user3425664
[2] user3425664,petelincoln48
[2] denies,section
[2] fascinating,details
[2] study,sars
[2] individual,bats
[2] ayjchan,thelancet

Top Word Pairs in Tweet in G8:
[15] sars,cov
[4] grneyedgoddes,andersonafdmdep
[3] emerged,2002
[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 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:
@mehdirhasan
@elonmusk
@teslaanddoge
@genocidealert
@realamvoice
@sassygibs
@festinalenteaaa
@doctor_i_am_the
@manikeops
@bjoernstruwe

Top Replied-To in G2:
@genocidealert
@doctor_i_am_the
@realamvoice
@syndicatgj
@onu_fr
@nurembergacadem
@cpg_ushmm
@cincyhhc
@mariusjacob67
@micheben

Top Replied-To in G4:
@washburnealex
@mbalter
@philippmattheis
@drjohnb2
@pandowhisperer
@mstandaert

Top Replied-To in G5:
@mehdirhasan
@elonmusk
@cfwbers
@dashdobrofsky
@delthiaricks
@profpcdoherty
@rdmorris
@april_harding
@machingun67
@stride65074902

Top Replied-To in G6:
@luciomm1
@susanchubb1

Top Replied-To in G7:
@treb1111
@ayjchan
@think_fungus
@reluctantlyjoe
@janeqiuchina
@engineer2the

Top Replied-To in G8:
@festinalenteaaa
@goatmaster1488
@dmchattie99
@cooltxchick
@erwinbuis1
@tedcruz

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:
@mincyt_ve
@humanitepaix
@syndicatgj
@washburnealex
@jh16124219
@wabbit011235813
@onu_fr
@courpenaleint
@mbalter
@ipiikki

Top Mentioned in G1:
@mincyt_ve

Top Mentioned in G2:
@humanitepaix
@syndicatgj
@onu_fr
@courpenaleint
@mariusjacob67
@circonscripti18
@auschwitzmuseum
@qcc_khc
@holocaustmuseum
@ihmec

Top Mentioned in G3:
@tradcatknight
@cmencke
@rebel_10n

Top Mentioned in G4:
@washburnealex
@jh16124219
@mbalter
@charlesrixey
@thejikky
@beijingpalmer
@luigi_warren

Top Mentioned in G5:
@elonmusk
@orion7710
@mehdirhasan
@collinrugg
@seacaptim
@charlesrixey
@aghuff
@thomas1774paine
@fiercedefector
@rdoktord

Top Mentioned in G6:
@vasilakis_lab
@tmoodyscience
@r
@ethicalskeptic
@rossi_viruslab
@drumond_betania
@creid_network
@virology_famerp
@ihii_utmb
@dann58638436

Top Mentioned in G7:
@ayjchan
@sciencecohen
@r_h_ebright
@janeqiuchina
@user3425664
@petelincoln48
@thelancet
@theintercept
@amymaxmen
@joelachenbach

Top Mentioned in G8:
@snide_sally
@grneyedgoddes
@andersonafdmdep
@baconpretzel
@newscomauhq
@nanciguestrdphd
@laffersnapkin
@lyndzbeck
@ramsayfolk
@tkscoggins

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:
@unoticias
@yvke_mundial
@netminnow
@aeroforceso
@laradiodelsur
@uniquecmoi
@yvespdb
@uolnoticias
@foxnews
@rnvinformativa

Top Tweeters in G1:
@aeroforceso
@jasminbandres
@humbertreincide
@rodalexandre25
@mppsmiranda
@johnnyperez249
@jimenezliz3
@gimenezzora
@oriamariluz
@britany93256751

Top Tweeters in G2:
@uniquecmoi
@foxnews
@eliot_meredith
@marcchastillon
@dett67
@bassinrebel
@bourgeoiseliane
@mazzocchinjrme1
@auschwitzmuseum
@territaekook

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

Top Tweeters in G4:
@luigi_warren
@rdiasdevivar
@lissnup
@wellnessfr
@mbalter
@444cin444
@jaimeraulmolina
@beijingpalmer
@housingfirstire
@proffatihacanli

Top Tweeters in G5:
@eliz_hightower
@alexblx
@thomas1774paine
@mehdirhasan
@shannonmccaulle
@orion7710
@zismo64
@delthiaricks
@profpcdoherty
@thebradfordfile

Top Tweeters in G6:
@susanchubb1
@luciomm1
@breezergalway
@swaledalemutton
@judysimpson222
@albowers1
@sharky_vs_evil
@ethicalskeptic
@cbeckj
@davidpnoble63

Top Tweeters in G7:
@r_h_ebright
@theintercept
@jessicalexicus
@reluctantlyjoe
@svscarpino
@thelancet
@varro_analytics
@ayjchan
@petelincoln48
@amymaxmen

Top Tweeters in G8:
@newscomauhq
@sky_lee_1
@cooltxchick
@snide_sally
@nanciguestrdphd
@laffersnapkin
@tedcruz
@grneyedgoddes
@ramsayfolk
@dmchattie99

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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