SARS-COV, Twitter, 5/18/2022 2:51:36 PM, 276552


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SARS-COV_2022-05-18_02-01-21.xlsx
SARS-COV_2022-05-18_02-01-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 18, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3NEoonh
@michaelbathurst
@daoyu15
@chargrille
@innominata_
@jt_grindrod
@tomasoantonacci
@rosadelasdunas
@rossana38510044
@traderat12
@leo264x

Top hashtags:
#sarscov2
#hepatitis
#covid19
#mers
#longcovid
#art
#artist
#twitterart

Description:
Description
The graph represents a network of 1,385 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, 18 May 2022 at 09:02 UTC.

The requested start date was Wednesday, 18 May 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, 10-hour, 19-minute period from Wednesday, 04 May 2022 at 00:08 UTC to Tuesday, 17 May 2022 at 10:28 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 : 1385
Unique Edges : 960
Edges With Duplicates : 1266
Total Edges : 2226
Number of Edge Types : 5
Retweet : 462
MentionsInRetweet : 744
Replies to : 278
Mentions : 563
Tweet : 179
Self-Loops : 193
Reciprocated Vertex Pair Ratio : 0.00437956204379562
Reciprocated Edge Ratio : 0.00872093023255814
Connected Components : 299
Single-Vertex Connected Components : 82
Maximum Vertices in a Connected Component : 237
Maximum Edges in a Connected Component : 605
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.68226
Graph Density : 0.000717848125039127
Modularity : 0.625529
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,385 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, 18 May 2022 at 09:02 UTC.

The requested start date was Wednesday, 18 May 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, 10-hour, 19-minute period from Wednesday, 04 May 2022 at 00:08 UTC to Tuesday, 17 May 2022 at 10:28 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://archive.ph/yXjt4
[6] https://www.sciencedirect.com/science/article/pii/S0092867422001945
[5] https://pubmed.ncbi.nlm.nih.gov/15507655/
[4] https://pubmed-ncbi-nlm-nih-gov.translate.goog/15507655/
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-01557-z
[3] https://m-cam.com/wp-content/uploads/2020/04/20200403_SARS_CoV_Patent_Corpus_Lit_Review.pdf
[3] https://www.federalregister.gov/documents/2021/11/17/2021-25204/possession-use-and-transfer-of-select-agents-and-toxins-addition-of-sars-covsars-cov-2-chimeric
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8002747/#:~:text=SARS%2DCoV%20originated%20in,1%2C5%5D
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276371
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275913

Top URLs in Tweet in G1:
[8] https://archive.ph/yXjt4
[6] https://www.sciencedirect.com/science/article/pii/S0092867422001945
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7112560/
[2] https://www.federalregister.gov/documents/2021/11/17/2021-25204/possession-use-and-transfer-of-select-agents-and-toxins-addition-of-sars-covsars-cov-2-chimeric
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4936131/
[1] https://twitter.com/monarahalkar/status/1524048239305150464
[1] https://twitter.com/pathogenetics/status/1524367320147238912
[1] https://twitter.com/humblesci/status/1524357752109531136
[1] https://archive.ph/71Di3
[1] https://archive.ph/6B1Og

Top URLs in Tweet in G2:
[2] https://pubmed.ncbi.nlm.nih.gov/17037604/
[2] https://pubmed.ncbi.nlm.nih.gov/16035944/
[1] https://www.federalregister.gov/documents/2021/11/17/2021-25204/possession-use-and-transfer-of-select-agents-and-toxins-addition-of-sars-covsars-cov-2-chimeric
[1] https://twitter.com/Rossana38510044/status/1521807568863207425
[1] https://www.creative-biostructure.com/p-chimeric-sars-cov-hiv-1-vlp-n-nc-proteins-348.htm
[1] https://www.worldconstructiontoday.com/news/getting-back-to-business-pcl-construction-develops-cleaning-module-to-bring-confidence-back-to-businesses-and-shoppers/
[1] https://www.medigraphic.com/pdfs/infectologia/lip-2020/lip203b.pdf
[1] https://courses.egurukulapp.com/blogs/2022/05/05/how-sars-cov-2-omicron-variant-affects-immunity/
[1] http://onelink.to/5947ve
[1] https://twitter.com/randomies/status/1430181805089513482

Top URLs in Tweet in G3:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276371
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275913
[1] https://twitter.com/TomasoAntonacci/status/1520759647086465024
[1] https://pubmed.ncbi.nlm.nih.gov/32649864/
[1] https://bmcneurol.biomedcentral.com/articles/10.1186/1471-2377-11-37
[1] https://twitter.com/sparkleink/status/1525274854936567808
[1] https://twitter.com/chargrille/status/1523611635612409856
[1] https://twitter.com/sixandlaura/status/1400310128918908929
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.amjmed.com%2Farticle%2FS0002-9343%2804%2900027-0%2Ffulltext&rc=0

Top URLs in Tweet in G5:
[1] https://www.inserm.fr/dossier/coronavirus-sars-cov-et-mers-cov/

Top URLs in Tweet in G6:
[1] https://pubmed.ncbi.nlm.nih.gov/15507655/

Top URLs in Tweet in G7:
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7141560/
[1] https://www.twitch.tv/gigaohmbiological

Top Domains
Top Domains in Tweet in Entire Graph:
[53] twitter.com
[35] nih.gov
[10] archive.ph
[7] sciencedirect.com
[7] nature.com
[5] lecourrierdesstrateges.fr
[4] nodexlgraphgallery.org
[4] myjournals.org
[4] translate.goog
[3] elsevierhealth.com

Top Domains in Tweet in G1:
[10] archive.ph
[9] twitter.com
[6] sciencedirect.com
[3] nih.gov
[2] google.com
[2] federalregister.gov
[1] jcvi.org
[1] elsevierhealth.com
[1] nature.com

Top Domains in Tweet in G2:
[14] twitter.com
[9] nih.gov
[4] myjournals.org
[3] nature.com
[2] biomedcentral.com
[2] doi.org
[2] blogspot.com
[1] federalregister.gov
[1] creative-biostructure.com
[1] worldconstructiontoday.com

Top Domains in Tweet in G3:
[4] twitter.com
[4] nodexlgraphgallery.org
[1] nih.gov
[1] biomedcentral.com
[1] elsevierhealth.com

Top Domains in Tweet in G5:
[1] inserm.fr

Top Domains in Tweet in G6:
[1] nih.gov

Top Domains in Tweet in G7:
[2] nih.gov
[1] twitch.tv

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[11] sarscov2
[9] hepatitis
[8] covid19
[7] mers
[6] longcovid
[5] art
[5] artist
[5] twitterart
[5] diseaseoc
[5] originaloc



Top Hashtags in Tweet in G1:
[3] baric
[3] gain
[3] function
[2] pseudotyped
[2] hiv
[2] 293t
[1] sera
[1] sarspatients
[1] infectious
[1] gof

Top Hashtags in Tweet in G2:
[4] coronavirus
[3] virus
[3] health
[2] sarscov2
[2] covid19
[2] infographic
[2] fever
[2] cough
[2] flu
[2] respiratory

Top Hashtags in Tweet in G3:
[2] longcovid
[2] sarscov2
[2] covid19
[2] vaccine
[2] mers
[2] blogpay
[2] covid
[1] covidlong
[1] afterj20
[1] pandemic

Top Hashtags in Tweet in G6:
[8] hepatitis

Top Hashtags in Tweet in G8:
[1] vacunate

Top Words
Top Words in Tweet in Entire Graph:
[1038] sars
[1009] cov
[158] virus
[147] covid
[133] 12
[131] ba
[128] birileri
[125] 19
[71] bu
[65] ben

Top Words in Tweet in G1:
[130] cov
[118] sars
[22] daoyu15
[22] innominata_
[21] jikkyleaks
[18] jhas5
[17] viruses
[17] test
[15] keithev84928885
[15] biophysicsfl

Top Words in Tweet in G2:
[143] cov
[138] sars
[27] ãƒ
[19] virus
[14] ç
[12] æ
[10] mers
[9] 19
[8] covid
[7] ϋ

Top Words in Tweet in G3:
[42] sars
[35] cov
[22] chargrille
[20] cases
[19] really
[19] back
[19] reporting
[19] helpful
[18] county
[18] stopped

Top Words in Tweet in G4:
[128] ba
[128] 12
[128] birileri
[65] sars
[64] belki
[64] yine
[64] bi
[64] diyecek
[64] kızacak
[64] bana

Top Words in Tweet in G5:
[72] covid
[72] 19
[37] sars
[37] cov
[36] dossier
[36] très
[36] complet
[36] inserm
[36] auquel
[36] avons

Top Words in Tweet in G6:
[28] sars
[27] cov
[20] adaveen4
[16] vacunación
[15] agenda2030_
[15] leer
[15] nuestros
[15] datos
[15] sugieren
[14] dr

Top Words in Tweet in G7:
[26] s2
[26] gp41
[26] sars
[26] cov
[25] hiv
[25] analogous
[25] membrane
[24] let's
[24] revisit
[24] topic

Top Words in Tweet in G8:
[27] jnietoguevara
[23] superar
[23] psicosis
[23] pandémica
[23] circunscribir
[23] toma
[23] decisiones
[23] función
[23] capacidad
[23] hospitalaria

Top Words in Tweet in G9:
[2] sars
[2] cov

Top Words in Tweet in G10:
[2] chriscottonstat
[2] sars
[2] cov
[2] idée

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[953] sars,cov
[129] ba,12
[110] covid,19
[76] cov,sars
[64] 12,belki
[64] belki,birileri
[64] birileri,yine
[64] yine,bi
[64] bi,diyecek
[64] diyecek,birileri

Top Word Pairs in Tweet in G1:
[113] sars,cov
[24] cov,sars
[14] keithev84928885,jhas5
[14] jhas5,jikkyleaks
[14] jikkyleaks,biophysicsfl
[14] biophysicsfl,jjcouey
[11] cov,chimeric
[11] chimeric,viruses
[11] viruses,resulting
[10] gentle,reminder

Top Word Pairs in Tweet in G2:
[132] sars,cov
[14] ãƒ,ãƒ
[11] cov,sars
[9] mers,cov
[6] cov,mers
[6] covid,19
[6] animales,control
[4] renilla,luciferase
[4] luciferase,reporter
[4] reporter,assess

Top Word Pairs in Tweet in G3:
[35] sars,cov
[18] county,stopped
[18] stopped,weekly
[18] weekly,reporting
[18] reporting,cases
[18] cases,back
[18] back,beginning
[18] beginning,april
[18] april,sure
[18] sure,really

Top Word Pairs in Tweet in G4:
[128] ba,12
[64] 12,belki
[64] belki,birileri
[64] birileri,yine
[64] yine,bi
[64] bi,diyecek
[64] diyecek,birileri
[64] birileri,kızacak
[64] kızacak,bana
[64] bana,ama

Top Word Pairs in Tweet in G5:
[72] covid,19
[37] sars,cov
[36] dossier,très
[36] très,complet
[36] complet,inserm
[36] inserm,covid
[36] 19,auquel
[36] auquel,avons
[36] avons,participé
[36] participé,pr

Top Word Pairs in Tweet in G6:
[27] sars,cov
[15] leer,nuestros
[15] nuestros,datos
[15] datos,sugieren
[15] sugieren,vacunación
[14] dr,alarcos
[14] alarcos,año
[14] año,2004
[14] 2004,estaba
[14] estaba,diseñando

Top Word Pairs in Tweet in G7:
[26] sars,cov
[25] cov,s2
[25] analogous,membrane
[24] let's,revisit
[24] revisit,topic
[24] topic,structural
[24] structural,similarity
[24] similarity,between
[24] between,hiv
[24] hiv,gp41

Top Word Pairs in Tweet in G8:
[23] superar,psicosis
[23] psicosis,pandémica
[23] pandémica,circunscribir
[23] circunscribir,toma
[23] toma,decisiones
[23] decisiones,función
[23] función,capacidad
[23] capacidad,hospitalaria
[22] jnietoguevara,superar
[22] hospitalaria,defuncione

Top Word Pairs in Tweet in G9:
[2] sars,cov

Top Word Pairs in Tweet in G10:
[2] sars,cov

Top Replied-To
Top Replied-To in Entire Graph:
@keithev84928885
@ayjchan
@paolaro48061828
@cnnee
@jg40851122
@claudiarose1212
@jhas5
@kit_yates_maths
@kmillicent_m
@cdube_sante

Top Replied-To in G1:
@keithev84928885
@jhas5
@capitolsheila
@mrsmith2washgtn
@whereisyanling
@pathogenetics
@charlesrixey
@trishthedish_7
@ayjchan
@mbalter

Top Replied-To in G3:
@danaparish
@surf4children
@greg_travis
@gab_h_r
@lakshmi_rkg
@bob_wachter
@itosettimd_mba
@mreitermayer
@multiclassmage
@samuelforreste8

Top Replied-To in G5:
@mariepoppinssss

Top Replied-To in G6:
@agenda2030_
@mariavi76515693

Top Replied-To in G9:
@forhangovers

Top Replied-To in G10:
@kat2miss
@leelou251121

Top Mentioned
Top Mentioned in Entire Graph:
@traderat12
@inserm
@nathanpsmad
@jnietoguevara
@daoyu15
@kathmlee1
@innominata_
@chargrille
@jikkyleaks
@adaveen4

Top Mentioned in G1:
@daoyu15
@innominata_
@jikkyleaks
@jhas5
@biophysicsfl
@jjcouey
@rossana38510044
@keithev84928885
@charlesrixey
@monarahalkar

Top Mentioned in G2:
@cxoherald
@llosauro
@onriedo16
@janeintj

Top Mentioned in G3:
@chargrille
@frozen
@lisa_iannattone
@daoyu15
@0bj3ctivity
@tomasoantonacci
@eckerleisabella
@michaelbathurst
@mugecevik
@monarahalkar

Top Mentioned in G4:
@traderat12

Top Mentioned in G5:
@inserm
@nathanpsmad
@sonic_urticant
@lemondefr

Top Mentioned in G6:
@adaveen4
@polityzen
@agenda2030_
@inconforme75
@cataloniafree
@mariavi76515693

Top Mentioned in G7:
@kathmlee1
@janiesaysyay

Top Mentioned in G8:
@jnietoguevara
@arebollon

Top Mentioned in G9:
@deborah19952002
@jenn_leah13
@nayright12
@carmel_prescott
@ellaroselamont1
@gnomepigface
@nico250520
@lorechronicles
@masalafry69
@brentleetv

Top Mentioned in G10:
@chriscottonstat
@guisonjerome
@dgcostagliola
@drmartyufml
@michelerivasi
@acadmed
@ordre_medecins
@olivierveran
@sfpt_fr
@spilf_

Top Tweeters
Top Tweeters in Entire Graph:
@_redfrog
@katcapps
@_yvonneburton
@gesanda
@demiurgotuiter
@zerohedge
@jrdm_rose
@chloepoliticat
@virario3
@cnnchile

Top Tweeters in G1:
@_yvonneburton
@zerohedge
@lissnup
@capalutwit
@sheenaparish
@google
@biorealism
@bucmon21
@mbalter
@rmconservative

Top Tweeters in G2:
@giocarmon
@myjournals
@jj_talking
@onriedo16
@parthenon1
@soyguaregua
@johnnosta
@deskprotestor
@renesugar
@controlcivicoco

Top Tweeters in G3:
@katcapps
@chloepoliticat
@scott_squires
@chargrille
@michaelbathurst
@adigunpolack
@chumes_
@flogwarrior
@sallynjack96
@steventdennis

Top Tweeters in G4:
@ndusgun
@nrdninan
@yetyas
@hulyad14
@yasmincicek34
@makbule6134
@mustafacvs4
@ya_hak
@fatoay7
@___aylin_

Top Tweeters in G5:
@_redfrog
@lemondefr
@roxane66
@tymaou7
@patjdp
@nacrespirale
@it_bzh
@natschirvel
@alexa2b74
@seon47608275

Top Tweeters in G6:
@gesanda
@virario3
@marimarher
@magda62701879
@mav_erick2
@elgatoc92358818
@mayraborri
@luzzzzx
@inconforme75
@joaquindiazruiz

Top Tweeters in G7:
@nick29433777
@ryttah70
@rr_mandy
@justeduardod
@takashimichaels
@for_options
@gkcfan21
@bakelso
@rosariop70
@kathmlee1

Top Tweeters in G8:
@marvezcarla
@mafatunon
@milva77493608
@chome
@natanmesenyahoo
@xsaezll
@riverabdiel77
@bgaresidentes
@maribelm63
@miel_pma

Top Tweeters in G9:
@carmel_prescott
@masalafry69
@boldee101
@nayright12
@deborah19952002
@josefkalfsgran
@stevenwilson777
@dippydappyduck
@jenn_leah13
@io83mzero

Top Tweeters in G10:
@drmartyufml
@alexsamtg
@mmeblacksheep
@michelerivasi
@procto_log
@pallia_doc
@guisonjerome
@kat2miss
@olivierveran
@duxpacis


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