SARS-COV, Twitter, 5/16/2022 6:38:28 PM, 276449


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SARS-COV_2022-05-16_02-45-01.xlsx
SARS-COV_2022-05-16_02-45-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 16, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3Ppc6Re
@daoyu15
@michaelbathurst
@innominata_
@tomasoantonacci
@monarahalkar
@traderat12
@leo264x
@rossana38510044
@jt_grindrod
@frozen

Top hashtags:
#sarscov2
#hepatitis
#covid19
#mers
#longcovid
#coronavirus
#blogpay
#health

Description:
Description
The graph represents a network of 1,399 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 Monday, 16 May 2022 at 09:46 UTC.

The requested start date was Monday, 16 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, 11-hour, 36-minute period from Monday, 02 May 2022 at 00:34 UTC to Sunday, 15 May 2022 at 12:10 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 : 1399
Unique Edges : 962
Edges With Duplicates : 1357
Total Edges : 2319
Number of Edge Types : 5
Retweet : 487
MentionsInRetweet : 804
Tweet : 182
Replies to : 286
Mentions : 560
Self-Loops : 198
Reciprocated Vertex Pair Ratio : 0.00570613409415121
Reciprocated Edge Ratio : 0.0113475177304965
Connected Components : 303
Single-Vertex Connected Components : 77
Maximum Vertices in a Connected Component : 173
Maximum Edges in a Connected Component : 579
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.091063
Graph Density : 0.000720931873471854
Modularity : 0.616504
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,399 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 Monday, 16 May 2022 at 09:46 UTC.

The requested start date was Monday, 16 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, 11-hour, 36-minute period from Monday, 02 May 2022 at 00:34 UTC to Sunday, 15 May 2022 at 12:10 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://m-cam.com/wp-content/uploads/2020/04/20200403_SARS_CoV_Patent_Corpus_Lit_Review.pdf
[4] https://pubmed-ncbi-nlm-nih-gov.translate.goog/15507655/
[4] https://blog.goo.ne.jp/xvcov1/e/8513dfdec9db70d17f7c150fe4d24618
[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://pubmed.ncbi.nlm.nih.gov/15507655/
[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://pubmed.ncbi.nlm.nih.gov/16035944/
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8002747/#:~:text=SARS%2DCoV%20originated%20in,1%2C5%5D

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://pubmed.ncbi.nlm.nih.gov:443/27269431/
[1] https://www.sciencedirect.com/science/article/abs/pii/0090122982901386
[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

Top URLs in Tweet in G2:
[3] https://pubmed.ncbi.nlm.nih.gov/16035944/
[2] https://pubmed.ncbi.nlm.nih.gov/17037604/
[2] https://twitter.com/janeintj/status/1459538606364712970?s=21
[1] http://dx.doi.org/10.1021/acssynbio.1c00643?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.irsjd.org/es/ensayos-clinicos/espacio-familias/estudio-de-la-vacuna-contra-el-coronavirus/
[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.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/

Top URLs in Tweet in G4:
[2] https://pubmed.ncbi.nlm.nih.gov/32649864/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275913
[1] https://twitter.com/sixandlaura/status/1400310128918908929
[1] https://bmcneurol.biomedcentral.com/articles/10.1186/1471-2377-11-37
[1] https://onlinelibrary.wiley.com/doi/10.1002/prot.26024
[1] https://www.frontiersin.org/article/10.3389/fimmu.2020.02033/full
[1] https://www.medrxiv.org/content/10.1101/2021.07.12.21260208v1
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fnm.3985
[1] https://pubmed.ncbi.nlm.nih.gov/20335495/
[1] https://www.frontiersin.org/articles/10.3389/fmolb.2021.647508/full?fbclid=IwAR30av6oqQWCx45_8_7i7KMYKXzWIFsIVe69pwF-ZlNsAPKYazqz7vsNmBI

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://twitter.com/chargrille/status/1523611635612409856
[1] https://twitter.com/sparkleink/status/1525274854936567808

Top URLs in Tweet in G7:
[1] https://pubmed.ncbi.nlm.nih.gov/15507655/

Top URLs in Tweet in G8:
[1] https://www.twitch.tv/gigaohmbiological
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7141560/

Top Domains
Top Domains in Tweet in Entire Graph:
[52] twitter.com
[37] nih.gov
[10] archive.ph
[8] nature.com
[8] sciencedirect.com
[5] m-cam.com
[4] myjournals.org
[4] translate.goog
[4] ne.jp
[3] biomedcentral.com

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

Top Domains in Tweet in G2:
[15] twitter.com
[10] nih.gov
[4] myjournals.org
[3] doi.org
[3] nature.com
[2] biomedcentral.com
[1] irsjd.org
[1] federalregister.gov
[1] worldconstructiontoday.com
[1] medigraphic.com

Top Domains in Tweet in G4:
[4] nih.gov
[2] twitter.com
[2] frontiersin.org
[2] nodexlgraphgallery.org
[1] biomedcentral.com
[1] wiley.com
[1] medrxiv.org
[1] nature.com
[1] news-medical.net

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

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

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

Top Domains in Tweet in G8:
[1] twitch.tv
[1] nih.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[10] sarscov2
[8] hepatitis
[6] covid19
[6] mers
[6] longcovid
[5] coronavirus
[4] blogpay
[3] health
[3] virus
[2] art



Top Hashtags in Tweet in G1:
[2] pseudotyped
[2] hiv
[2] 293t
[1] sera
[1] sarspatients
[1] infectious

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 G4:
[2] longcovid
[2] covidlong
[1] sars1_pathology
[1] sarscov2_timeline
[1] historical_precedent
[1] sars1
[1] circulation_model
[1] group1
[1] circulation_theory
[1] coronavirus

Top Hashtags in Tweet in G7:
[8] hepatitis

Top Hashtags in Tweet in G9:
[1] vacunate

Top Words
Top Words in Tweet in Entire Graph:
[1068] sars
[1035] cov
[157] virus
[141] covid
[134] 12
[131] ba
[128] birileri
[123] 19
[69] bu
[66] bi

Top Words in Tweet in G1:
[140] cov
[128] sars
[30] jikkyleaks
[26] innominata_
[25] daoyu15
[24] jhas5
[23] keithev84928885
[21] biophysicsfl
[21] jjcouey
[19] shi

Top Words in Tweet in G2:
[135] sars
[135] cov
[27] ãƒ
[19] virus
[14] ç
[12] æ
[10] mers
[9] 19
[7] asap
[7] infection

Top Words in Tweet in G3:
[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 G4:
[61] sars
[58] cov
[16] tomasoantonacci
[14] virus
[14] microbiota
[11] infection
[11] infections
[10] perhaps
[10] lâ
[9] thread

Top Words in Tweet in G5:
[70] covid
[70] 19
[36] sars
[36] cov
[35] dossier
[35] très
[35] complet
[35] inserm
[35] auquel
[35] avons

Top Words in Tweet in G6:
[21] chargrille
[20] cases
[19] reporting
[19] helpful
[18] county
[18] stopped
[18] weekly
[18] back
[18] beginning
[18] april

Top Words in Tweet in G7:
[30] sars
[28] cov
[20] adaveen4
[16] vacunación
[16] leer
[16] datos
[16] sugieren
[15] agenda2030_
[15] nuestros
[14] dr

Top Words in Tweet in G8:
[25] sars
[25] cov
[24] let's
[24] revisit
[24] topic
[24] structural
[24] similarity
[24] between
[24] hiv
[24] gp41

Top Words in Tweet in G9:
[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 G10:
[2] sars
[2] cov

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[976] sars,cov
[129] ba,12
[108] 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:
[123] sars,cov
[23] cov,sars
[20] keithev84928885,jhas5
[20] jhas5,jikkyleaks
[20] jikkyleaks,biophysicsfl
[20] biophysicsfl,jjcouey
[14] innominata_,keithev84928885
[11] sarsr,cov
[11] cov,chimeric
[11] chimeric,viruses

Top Word Pairs in Tweet in G2:
[124] sars,cov
[14] ãƒ,ãƒ
[11] cov,sars
[9] mers,cov
[6] cov,mers
[6] covid,19
[6] animales,control
[4] rmva,expresa
[4] expresa,proteína
[3] ãƒ,sars

Top Word Pairs in Tweet in G3:
[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 G4:
[56] sars,cov
[9] cov,infections
[7] cov,infection
[7] tomasoantonacci,thread
[7] thread,links
[7] links,between
[7] between,microbiota
[7] microbiota,sars
[7] infections,aims
[7] aims,particular

Top Word Pairs in Tweet in G5:
[70] covid,19
[36] sars,cov
[35] dossier,très
[35] très,complet
[35] complet,inserm
[35] inserm,covid
[35] 19,auquel
[35] auquel,avons
[35] avons,participé
[35] participé,pr

Top Word Pairs in Tweet in G6:
[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
[18] really,helpful

Top Word Pairs in Tweet in G7:
[28] sars,cov
[16] datos,sugieren
[15] leer,nuestros
[15] nuestros,datos
[15] sugieren,vacunación
[14] dr,alarcos
[14] alarcos,año
[14] año,2004
[14] 2004,estaba
[14] estaba,diseñando

Top Word Pairs in Tweet in G8:
[25] sars,cov
[24] let's,revisit
[24] revisit,topic
[24] topic,structural
[24] structural,similarity
[24] similarity,between
[24] between,hiv
[24] hiv,gp41
[24] gp41,sars
[24] cov,s2

Top Word Pairs in Tweet in G9:
[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 G10:
[2] sars,cov

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

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

Top Replied-To in G4:
@danaparish
@manonjardou
@nonsense_lucid
@krushcovid
@jmcrookston

Top Replied-To in G5:
@mariepoppinssss

Top Replied-To in G6:
@lakshmi_rkg
@itosettimd_mba
@bob_wachter
@derdrpappa
@lisa_iannattone
@teslasbaldceo
@steventdennis

Top Replied-To in G7:
@agenda2030_
@crissmosp

Top Replied-To in G10:
@forhangovers

Top Mentioned
Top Mentioned in Entire Graph:
@traderat12
@inserm
@nathanpsmad
@jikkyleaks
@daoyu15
@jnietoguevara
@innominata_
@kathmlee1
@jhas5
@chargrille

Top Mentioned in G1:
@jikkyleaks
@daoyu15
@innominata_
@jhas5
@biophysicsfl
@jjcouey
@keithev84928885
@rossana38510044
@jbloom_lab
@chrismartenson

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

Top Mentioned in G3:
@traderat12

Top Mentioned in G4:
@tomasoantonacci
@frozen
@rschillingny
@drericding
@johnshopkins
@jt_grindrod
@0bj3ctivity
@monarahalkar
@krushcovid
@sixandlaura

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

Top Mentioned in G6:
@chargrille
@bob_wachter
@eckerleisabella
@mompedblog
@drneilstone
@lisa_iannattone
@macroliter
@lakshmi_rkg
@botaintensiv
@doc_ecmo

Top Mentioned in G7:
@adaveen4
@polityzen
@agenda2030_
@nuestrochile1
@ministeriosalud
@begoyarza

Top Mentioned in G8:
@kathmlee1
@janiesaysyay

Top Mentioned in G9:
@jnietoguevara
@arebollon

Top Mentioned in G10:
@deborah19952002
@jenn_leah13
@nayright12
@carmel_prescott
@ellaroselamont1
@gnomepigface
@nico250520
@lorechronicles
@masalafry69
@brentleetv

Top Tweeters
Top Tweeters in Entire Graph:
@_redfrog
@delta
@katcapps
@_yvonneburton
@schfess
@gesanda
@paulpaul49
@demiurgotuiter
@raeganlady
@zerohedge

Top Tweeters in G1:
@_yvonneburton
@raeganlady
@annika1021
@lissnup
@capalutwit
@theatlantic
@sheenaparish
@google
@bucmon21
@mbalter

Top Tweeters in G2:
@myjournals
@mrmnft
@onriedo16
@soyguaregua
@johnnosta
@deskprotestor
@renesugar
@controlcivicoco
@larezera_
@jowjowfefe

Top Tweeters in G3:
@ndusgun
@nrdninan
@yetyas
@hulyad14
@yasmincicek34
@makbule6134
@mustafacvs4
@ya_hak
@fatoay7
@___aylin_

Top Tweeters in G4:
@paulpaul49
@demiurgotuiter
@ayrshirebog
@michaelbathurst
@0bj3ctivity
@rschillingny
@maryschmoller
@dmrmay
@drericding
@sixandlaura

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

Top Tweeters in G6:
@katcapps
@chloepoliticat
@scott_squires
@chargrille
@adigunpolack
@chumes_
@flogwarrior
@sallynjack96
@steventdennis
@iloveuallso2

Top Tweeters in G7:
@gesanda
@virario3
@marimarher
@ministeriosalud
@magda62701879
@mav_erick2
@elgatoc92358818
@mayraborri
@luzzzzx
@joaquindiazruiz

Top Tweeters in G8:
@nick29433777
@ryttah70
@rr_mandy
@justeduardod
@takashimichaels
@gkcfan21
@for_options
@bakelso
@rosariop70
@kathmlee1

Top Tweeters in G9:
@marvezcarla
@mafatunon
@milva77493608
@chome
@natanmesenyahoo
@xsaezll
@riverabdiel77
@bgaresidentes
@maribelm63
@miel_pma

Top Tweeters in G10:
@carmel_prescott
@masalafry69
@boldee101
@nayright12
@deborah19952002
@josefkalfsgran
@stevenwilson777
@dippydappyduck
@jenn_leah13
@io83mzero


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