SARS-COV, Twitter, 10/14/2022 12:49:35 PM, 282868


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SARS-COV_2022-10-14_02-30-24.xlsx
SARS-COV_2022-10-14_02-30-24.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 14, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3Mv5VtM
@humanitepaix
@gertrudrey
@_ppmv
@r_h_ebright
@peterdaszak
@joejaggi
@danielhayes31
@bebert701
@showboat7
@shopnicevintage

Top hashtags:
#covid19
#sarscov2
#coverpage
#longcovid
#tlr7
#tlr8
#bbtvi
#wtaf
#もうコロナに分類はいらない
#ngs

Description:
Description
The graph represents a network of 1,849 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, 14 October 2022 at 09:31 UTC.

The requested start date was Friday, 14 October 2022 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, 11-hour, 8-minute period from Friday, 30 September 2022 at 01:11 UTC to Thursday, 13 October 2022 at 12:20 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 : 1849
Unique Edges : 1187
Edges With Duplicates : 1441
Total Edges : 2628
Number of Edge Types : 5
MentionsInRetweet : 683
Replies to : 360
Mentions : 895
Retweet : 559
Tweet : 131
Self-Loops : 145
Reciprocated Vertex Pair Ratio : 0.00455840455840456
Reciprocated Edge Ratio : 0.00907543959160522
Connected Components : 235
Single-Vertex Connected Components : 52
Maximum Vertices in a Connected Component : 431
Maximum Edges in a Connected Component : 549
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 2.595719
Graph Density : 0.000515956911305749
Modularity : 0.64053
NodeXL Version : 1.0.1.506
Data Import : The graph represents a network of 1,849 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, 14 October 2022 at 09:31 UTC.

The requested start date was Friday, 14 October 2022 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, 11-hour, 8-minute period from Friday, 30 September 2022 at 01:11 UTC to Thursday, 13 October 2022 at 12:20 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:
[5] https://idsc.niid.go.jp/iasr/24/284/dj2842.html
[4] https://pubs.acs.org/doi/10.1021/acs.langmuir.2c00671
[3] https://bmjopen.bmj.com/content/11/3/e048391
[3] https://virologyj.biomedcentral.com/articles/10.1186/1743-422X-2-69
[2] https://journals.lww.com/cmj/fulltext/2014/07050/sars_coronavirus_without_reservoir_originated_from.24.aspx
[2] https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0035421
[2] https://0minus.substack.com/p/sars-cov?sd=pf
[2] https://m-cam.com/wp-content/uploads/2020/04/20200403_SARS_CoV_Patent_Corpus_Lit_Review.pdf
[2] https://blog.goo.ne.jp/xvcov1/e/8513dfdec9db70d17f7c150fe4d24618
[2] https://twitter.com/GertrudRey/status/1578002151833468928

Top URLs in Tweet in G2:
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-02903-x

Top URLs in Tweet in G3:
[1] https://pubmed.ncbi.nlm.nih.gov/12725690/
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Fcell%2Ffulltext%2FS0092-8674%2821%2900662-0&rc=0
[1] https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0035421
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2820%2930764-7%2Ffulltext&rc=0
[1] https://drive.google.com/file/d/1hF0vgIGXOA4mut5NauUmSbAtoWH_Kxsn/view?fbclid=IwAR17AETmjY0YgnUo1SG7puibNFO-Ht-nfsPl5pJ7wQdQjkvR1zcEFGPD4lU
[1] https://virologyj.biomedcentral.com/articles/10.1186/1743-422X-2-69
[1] https://twitter.com/covidecolesFR/status/1577562703954165760
[1] https://pubmed.ncbi.nlm.nih.gov/16696450/

Top URLs in Tweet in G4:
[1] https://dailycaller.com/2022/10/10/house-senate-republicans-demand-agencies-terminate-grant-funding-ecohealth-national-institue-health-nationals-science-foundation/

Top URLs in Tweet in G5:
[1] https://twitter.com/_ppmv/status/1577943981442433024
[1] https://twitter.com/_ppmv/status/1580530068073259008
[1] https://www.healthline.com/health/coronavirus-vs-sars#whats-a-coronavirus

Top URLs in Tweet in G6:
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41564-022-01246-1

Top URLs in Tweet in G7:
[2] https://genomediscovery.org/2018/02/natural-product-based-anti-infective-therapy-baicalein-inhibits-hepatitis-b-c-dengue-zika-ebola-hiv-1-mtb-malaria-cmv-influenza-h1ni1-respiratory-syncytial-sindbis-and-sfv-viruses-by-incre/
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7239075/
[2] https://twitter.com/GertrudRey/status/1578002151833468928
[1] https://www.frontiersin.org/articles/10.3389/fmicb.2022.1035267/full
[1] https://twitter.com/Sara_Sawyer_/status/1575894152855707655
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7192074/
[1] https://twitter.com/microbesinfect/status/1287543090819903489
[1] https://www.sciencedirect.com/science/article/pii/B9780323955744000135
[1] https://twitter.com/MayaQuany/status/1576858993473249281
[1] https://s3.documentcloud.org/documents/21066966/defuse-proposal.pdf

Top URLs in Tweet in G8:
[1] https://www.pnas.org/doi/full/10.1073/pnas.2202871119

Top URLs in Tweet in G9:
[1] https://twitter.com/antiglobalistah/status/1578339443571728384
[1] https://twitter.com/TDeacero/status/1578754772379004928

Top Domains
Top Domains in Tweet in Entire Graph:
[34] twitter.com
[17] nih.gov
[11] sciencedirect.com
[6] go.jp
[5] acs.org
[4] biomedcentral.com
[3] substack.com
[3] nature.com
[3] bmj.com
[3] mdpi.com

Top Domains in Tweet in G2:
[1] nature.com

Top Domains in Tweet in G3:
[2] nih.gov
[2] elsevierhealth.com
[1] plos.org
[1] google.com
[1] biomedcentral.com
[1] twitter.com

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

Top Domains in Tweet in G5:
[2] twitter.com
[1] healthline.com

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

Top Domains in Tweet in G7:
[20] twitter.com
[4] nih.gov
[3] genomediscovery.org
[1] frontiersin.org
[1] sciencedirect.com
[1] documentcloud.org
[1] precedenceresearch.com
[1] salutegreen24.it
[1] springer.com
[1] ondacero.es

Top Domains in Tweet in G8:
[1] pnas.org

Top Domains in Tweet in G9:
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[20] covid19
[16] sarscov2
[4] coverpage
[2] longcovid
[2] tlr7
[2] tlr8
[1] bbtvi
[1] wtaf
[1] もうコロナに分類はいらない
[1] ngs



Top Hashtags in Tweet in G6:
[1] orthomyxoviridae
[1] coronaviridae

Top Hashtags in Tweet in G7:
[2] tlr7
[2] tlr8
[1] mers
[1] sars1
[1] immune_system
[1] sequencing
[1] immunoinformatic
[1] genome
[1] nrw
[1] coronaisnotover

Top Hashtags in Tweet in G8:
[15] sarscov2
[15] covid19

Top Words
Top Words in Tweet in Entire Graph:
[896] sars
[835] cov
[286] virus
[242] covid
[155] similar
[153] symptoms
[152] dengue
[150] reported
[150] long
[149] involving

Top Words in Tweet in G1:
[147] crime
[135] cov
[135] covid19
[135] sars
[120] cour
[120] d'avocats
[120] plainte
[120] conjointe
[120] internationaux
[117] internationale

Top Words in Tweet in G2:
[152] covid
[150] virus
[144] long
[144] symptoms
[144] dengue
[144] syndromes
[144] unexplained
[144] similar
[144] involving
[144] chronic

Top Words in Tweet in G3:
[9] cov
[9] sars
[5] erictopol
[4] swaledalemutton
[4] virus
[3] orion_darth
[3] 0800_ksmy_ass
[2] ryanbeed
[2] beachgirl803
[2] johnree58027351

Top Words in Tweet in G4:
[119] wiv
[118] 2019
[118] 2009
[118] provided
[118] usaid
[118] research
[118] utilized
[118] function
[118] create
[118] gain

Top Words in Tweet in G5:
[108] sars
[57] cov
[49] enough
[49] infection
[48] neutralizing
[48] better
[48] level
[48] next
[48] evade
[48] distinct

Top Words in Tweet in G6:
[7] sars
[7] die
[6] cov
[4] karl_lauterbach
[2] marina72886813
[2] infektion
[2] alexa122021
[2] alle
[2] familie
[2] buchinswantje

Top Words in Tweet in G7:
[98] sars
[96] cov
[54] ãƒ
[33] ç
[26] æ
[15] ªã
[15] ÿã
[13] ϋ
[9] ˆã
[9] mers

Top Words in Tweet in G8:
[43] originated
[35] cov
[34] sars
[30] covid
[29] spillover
[28] 19
[28] pandemics
[28] 100
[28] yrs
[28] zoonotic

Top Words in Tweet in G9:
[22] científicos
[22] médicos
[22] somete
[22] inquisición
[22] azul
[22] tienen
[22] mejores
[22] pajarraco
[22] porqué
[21] antiglobalistah

Top Words in Tweet in G10:
[15] washburnealex
[12] lab
[11] wuhan
[10] notebooks
[10] origin
[10] expense
[10] catching
[10] emails
[10] come
[10] means

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[791] sars,cov
[148] covid,reported
[148] dengue,virus
[148] symptoms,long
[148] long,covid
[148] involving,similar
[148] chronic,syndromes
[148] unexplained,chronic
[148] syndromes,involving
[148] reported,dengue

Top Word Pairs in Tweet in G1:
[135] covid19,sars
[135] sars,cov
[120] conjointe,d'avocats
[120] plainte,conjointe
[120] d'avocats,internationaux
[120] internationaux,cour
[107] crime,contre
[101] concernant,produits
[101] partir,d'armes
[101] biologiques,concernant

Top Word Pairs in Tweet in G2:
[144] long,covid
[144] syndromes,involving
[144] dengue,virus
[144] covid,reported
[144] symptoms,long
[144] similar,symptoms
[144] unexplained,chronic
[144] involving,similar
[144] reported,dengue
[144] chronic,syndromes

Top Word Pairs in Tweet in G3:
[9] sars,cov
[2] original,sars
[2] springbok1066,mrdannyteal
[2] amoy,gardens
[2] shocktraumarn,5shezz4
[2] ourworldindata,govlarryhogan
[2] troydee,0800_ksmy_ass
[2] mrdannyteal,shocktraumarn
[2] arkmedic,astrazeneca
[2] spread,vertically

Top Word Pairs in Tweet in G4:
[118] 2009,2019
[118] gain,function
[118] wiv,2009
[118] provided,wiv
[118] research,create
[118] function,research
[118] utilized,gain
[118] 2019,funding
[118] usaid,provided
[118] funding,utilized

Top Word Pairs in Tweet in G5:
[55] sars,cov
[49] cov,infection
[48] enough,evade
[48] infection,better
[48] better,sars
[48] level,xbb
[48] xbb,serologically
[48] antibodies,sars
[48] evade,neutralizing
[48] serologically,distinct

Top Word Pairs in Tweet in G6:
[6] sars,cov
[2] marina72886813,buchinswantje
[2] alexa122021,whyaushh
[2] gehã,familie
[2] ilona_pilgram,marina72886813
[2] ernoemarianne,sonofklimax
[2] sonofklimax,ilona_pilgram
[2] keksy19,ernoemarianne
[2] buchinswantje,alexa122021

Top Word Pairs in Tweet in G7:
[90] sars,cov
[27] ãƒ,ãƒ
[9] ãƒ,ªã
[8] æ,ç
[7] ç,ç
[6] nã,ãƒ
[6] inhibits,sars
[5] mers,cov
[5] covã,sars
[5] cov,sars

Top Word Pairs in Tweet in G8:
[34] sars,cov
[28] cov,pandemics
[28] 19,originated
[28] pandemics,last
[28] conclude,sars
[28] yrs,covid
[28] last,100
[28] 100,yrs
[28] covid,19
[28] zoonotic,spillover

Top Word Pairs in Tweet in G9:
[22] mejores,médicos
[22] porqué,inquisición
[22] inquisición,pajarraco
[22] somete,mejores
[22] pajarraco,azul
[22] tienen,porqué
[22] médicos,científicos
[22] azul,somete
[21] antiglobalistah,tienen
[21] científicos,plan

Top Word Pairs in Tweet in G10:
[10] expense,emails
[10] emails,databases
[10] databases,lab
[10] come,expense
[10] keep,catching
[10] bats,come
[10] lab,notebooks
[10] catching,bats
[10] means,keep
[9] washburnealex,means

Top Replied-To
Top Replied-To in Entire Graph:
@eckerleisabella
@pitothea
@prienkarin
@interneth0f
@teh_riddle
@jaynew59720081
@barrudodemadri1
@superrcalifrag
@henriqueshark1
@anderxis1988

Top Replied-To in G1:
@booba
@orange
@schelcher
@fricaudalexand1
@cryptora1nmaker
@vukuzman
@disclosetv
@enfancelibertes
@michel__leclair
@benoittorloting

Top Replied-To in G2:
@briankiely2
@r_2021_1984
@juli_bg_bs

Top Replied-To in G3:
@mr_magoo5
@iainmulady
@cityboy10000
@rtheatheist
@gbnews
@reuters
@beachgirl803

Top Replied-To in G4:
@cheesebladeau

Top Replied-To in G5:
@who
@vicenteegm

Top Replied-To in G6:
@karl_lauterbach
@stohr_klaus
@keksy19
@cv0077

Top Replied-To in G8:
@eckerleisabella

Top Replied-To in G9:
@cuecalabs

Top Replied-To in G10:
@michaelworobey
@1point618boy

Top Mentioned
Top Mentioned in Entire Graph:
@gertrudrey
@r_h_ebright
@_ppmv
@peterdaszak
@antiglobalistah
@qc_respeck
@humanitepaix
@thenasem
@washburnealex
@laurie_garrett

Top Mentioned in G1:
@humanitepaix
@enedis
@gosense
@fragritwittos
@pfpauvres
@lcl
@apfhandicap
@socialbuilder
@la_fage
@enfancelibertes

Top Mentioned in G2:
@gertrudrey
@twenseleers
@wanderer_jasnah
@_mbdr_
@natecochrane
@_ppmv
@priscillafalzi1
@juli_bg_bs

Top Mentioned in G3:
@erictopol
@swaledalemutton
@orion_darth
@0800_ksmy_ass
@dann58638436
@ryanbeed
@ptcjoneses
@takethatct
@nathanaelyoung
@johnree58027351

Top Mentioned in G4:
@r_h_ebright
@christosargyrop

Top Mentioned in G5:
@_ppmv
@doctorvasan
@gertrudrey
@who
@who_europe
@whoafro
@whopoland
@whoemro
@whoomanoffice
@whokenya

Top Mentioned in G6:
@karl_lauterbach
@ernoemarianne
@sonofklimax
@ilona_pilgram
@marina72886813
@buchinswantje
@alexa122021
@whyaushh
@grutterstephan
@keksy19

Top Mentioned in G7:
@drlboominathan
@ambrouniversity

Top Mentioned in G8:
@peterdaszak
@thenasem
@laurie_garrett
@gertrudrey

Top Mentioned in G9:
@antiglobalistah
@mamanga1
@terra_cremada
@cuecalabs
@tdeacero

Top Mentioned in G10:
@washburnealex
@sciencemagazine
@jepekar
@michaelworobey
@r_h_ebright
@bioturbonick

Top Tweeters
Top Tweeters in Entire Graph:
@independent
@lizditz
@katcapps
@reuters
@morgfair
@2am_eu
@eilonwy24
@uchida_kawasaki
@rebellegrrl
@ketaminh

Top Tweeters in G1:
@independent
@bouyguestelecom
@cnbc
@financialtimes
@primark
@lrestistant73
@tapanur
@agnsetienne1
@auschwitzmuseum
@backtolife_2023

Top Tweeters in G2:
@lizditz
@katcapps
@morgfair
@ketaminh
@zardoz420wpn
@notacquiescing
@hughjaeger
@4evrstardancer
@monasmitte
@moniquedhooghe

Top Tweeters in G3:
@reuters
@adevotedyogi
@takethatct
@mcfunny
@wjack76995
@leoniedelt
@jsaholmes
@artemisapphire
@iainmulady
@artyshouse

Top Tweeters in G4:
@plivestrong
@1kimsey
@j_dickson12
@kittylibfront
@dopaminergic13
@rennaw
@jhinton_
@servivigiledeus
@joshuaprichards
@evasiu21

Top Tweeters in G5:
@martingaedt
@normanknights
@sprkjoy4btrdays
@2020willbelit
@njbbari3
@junesim63
@aparachick
@sherid17536431
@heikkiray
@nuvolina22

Top Tweeters in G6:
@yoga_and_more
@schultheiseva
@beaute_du_noir_
@alcesmoose
@glonntaler
@sus_oe
@brigittemko
@kellerkind1983
@atropeia
@afdverdachtfall

Top Tweeters in G7:
@2am_eu
@patesalo_e
@_marshallene
@wordofbeak
@quancyclayborne
@g4lbriel
@mizukisawano
@sixandlaura
@ribbondiagrams
@benuna1988

Top Tweeters in G8:
@eilonwy24
@rebellegrrl
@flamingogrrl
@grrrrangryshark
@madmaxflapper
@nymne
@martinremains
@showboat7
@wokabaut_meri
@sprmai

Top Tweeters in G9:
@xixonto1
@aulosarode
@cuecalabs
@bazardesonia
@alicia56483057
@bansuri_ban
@crazyboybcn
@libertadmarta
@mamanga1
@patriota2485

Top Tweeters in G10:
@metz_chance
@biorealism
@bioturbonick
@mguru2020
@the6thdecade
@bpbogel
@hjgtweet
@sciguy777
@sciencemagazine
@twistedpolitix2


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