SARS-NCOV, Twitter, 1/27/2021 6:27:02 PM, 246644


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SARS-NCOV_2021-01-27_02-09-21.xlsx
SARS-NCOV_2021-01-27_02-09-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 27, 2021
Short Description:
SARS-NCOV via NodeXL https://bit.ly/3r1smej
@nextstrain
@cdcgov
@enrikelopez
@reynolds_steven
@joebiden
@bicidiario
@hvasquezhg
@saskiapopescu
@gisaid
@trvrb

Top hashtags:
#covid19
#sarscov2
#opendata
#coronavirus
#virus
#ncov
#covid
#corona
#novel
#コロナ

Description:
Description
The graph represents a network of 1,912 Twitter users whose tweets in the requested range contained "SARS-NCOV", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 27 January 2021 at 10:10 UTC.

The requested start date was Wednesday, 27 January 2021 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 9-day, 12-hour, 47-minute period from Wednesday, 13 January 2021 at 01:05 UTC to Friday, 22 January 2021 at 13:52 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 : 1912
Unique Edges : 1279
Edges With Duplicates : 2214
Total Edges : 3493
Number of Edge Types : 5
Replies to : 303
Mentions : 1062
MentionsInRetweet : 1140
Retweet : 760
Tweet : 228
Self-Loops : 236
Reciprocated Vertex Pair Ratio : 0.00941422594142259
Reciprocated Edge Ratio : 0.0186528497409326
Connected Components : 338
Single-Vertex Connected Components : 102
Maximum Vertices in a Connected Component : 442
Maximum Edges in a Connected Component : 1303
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.23315
Graph Density : 0.000528212572444491
Modularity : 0.54813
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 1,912 Twitter users whose tweets in the requested range contained "SARS-NCOV", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 27 January 2021 at 10:10 UTC.

The requested start date was Wednesday, 27 January 2021 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 9-day, 12-hour, 47-minute period from Wednesday, 13 January 2021 at 01:05 UTC to Friday, 22 January 2021 at 13:52 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-NCOV
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:
[183] https://cov-lineages.org/
[172] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[97] https://nextstrain.org/ncov
[38] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[24] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/scientific-brief-emerging-variants.html
[14] https://journals.scholarsportal.info/search?q=((COVID-19)+OR+(2019-nCoV)+OR+(SARS-CoV-2))&search_in=anywhere&date_from=&date_to=&sort=relevance&sub=
[14] https://virological.org/t/genomic-characterisation-of-an-emergent-sars-cov-2-lineage-in-manaus-preliminary-findings/586
[12] https://www.publichealthontario.ca/-/media/documents/ncov/main/2020/09/cycle-threshold-values-sars-cov2-pcr.pdf?la=en
[12] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2932661-1%2Ffulltext&rc=0
[9] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/10090-covid19-30.html

Top URLs in Tweet in G1:
[177] https://cov-lineages.org/
[93] https://nextstrain.org/ncov
[5] https://nextstrain.org/ncov/africa
[3] https://nextstrain.org/ncov/oceania
[2] http://auspice.finlaymagui.re/ncov/north-america/canada?f_country=Canada
[1] https://virological.org/t/preliminary-genomic-characterisation-of-an-emergent-sars-cov-2-lineage-in-the-uk-defined-by-a-novel-set-of-spike-mutations/563
[1] https://nextstrain.org/ncov/europe?branchLabel=none&f_country=United%20Kingdom&l=clock&m=div&r=division
[1] https://virological.org/t/genomic-characterisation-of-an-emergent-sars-cov-2-lineage-in-manaus-preliminary-findings/586
[1] https://nextstrain.org/ncov/south-america?branchLabel=none&f_country=Brazil&l=clock&m=div&r=division
[1] https://nextstrain.org/ncov/asia

Top URLs in Tweet in G2:
[7] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/10090-covid19-30.html
[6] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2932661-1%2Ffulltext&rc=0
[6] https://virological.org/t/genomic-characterisation-of-an-emergent-sars-cov-2-lineage-in-manaus-preliminary-findings/586
[6] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/scientific-brief-emerging-variants.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[3] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/10107-covid19-33.html
[3] https://www.niid.go.jp/niid/en/2019-ncov-e/10108-covid19-33-en.html
[3] https://virological.org/t/sars-cov-2-reinfection-by-the-new-variant-of-concern-voc-p-1-in-amazonas-brazil/596
[2] https://virological.org/t/phylogenetic-relationship-of-sars-cov-2-sequences-from-amazonas-with-emerging-brazilian-variants-harboring-mutations-e484k-and-n501y-in-the-spike-protein/585
[2] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-options-to-reduce-quarantine.html

Top URLs in Tweet in G3:
[3] https://www.biorxiv.org/cgi/content/short/2021.01.15.426463v1
[2] https://threadreaderapp.com/thread/1349368810390876160.html

Top URLs in Tweet in G4:
[5] https://www.news-medical.net/news/20210120/Busting-myths-on-airborne-transmission-of-SARS-CoV-2.aspx
[4] https://www.biorxiv.org/cgi/content/short/2021.01.15.426463v1
[2] https://www.who.int/docs/default-source/coronaviruse/real-time-rt-pcr-assays-for-the-detection-of-sars-cov-2-institut-pasteur-paris.pdf?sfvrsn=3662fcb6_2
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html

Top URLs in Tweet in G5:
[7] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[1] http://scholar.google.com
[1] https://www.sciencedirect.com/science/article/abs/pii/S0269749120334862
[1] https://www.sciencedirect.com/science/article/pii/S1201971220322049
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41598-020-72798-7
[1] Https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-02801-8

Top URLs in Tweet in G7:
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html

Top URLs in Tweet in G8:
[6] http://biorxiv.org/lookup/doi/10.1101/2021.01.15.426463
[2] https://cov-lineages.org/
[1] https://twitter.com/AurelianoStingi/status/1349685068197986305
[1] https://www.biorxiv.org/content/10.1101/2021.01.09.426058v1

Top URLs in Tweet in G9:
[1] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/20210120-EER.pdf
[1] https://virological.org/t/exploring-the-natural-origins-of-sars-cov-2/595
[1] https://www.biorxiv.org/content/10.1101/2021.01.09.426058v1
[1] https://virological.org/t/tracking-the-international-spread-of-sars-cov-2-lineages-b-1-1-7-and-b-1-351-501y-v2/592
[1] https://virological.org/t/phylogenetic-relationship-of-sars-cov-2-sequences-from-amazonas-with-emerging-brazilian-variants-harboring-mutations-e484k-and-n501y-in-the-spike-protein/585

Top Domains
Top Domains in Tweet in Entire Graph:
[289] cdc.gov
[183] cov-lineages.org
[130] nextstrain.org
[39] virological.org
[30] biorxiv.org
[29] go.jp
[28] scholarsportal.info
[21] twitter.com
[17] elsevierhealth.com
[16] publichealthontario.ca

Top Domains in Tweet in G1:
[177] cov-lineages.org
[108] nextstrain.org
[4] finlaymagui.re
[2] virological.org
[2] twitter.com
[1] wisc.edu

Top Domains in Tweet in G2:
[24] cdc.gov
[19] go.jp
[14] virological.org
[10] elsevierhealth.com
[8] twitter.com
[4] biorxiv.org
[4] nextstrain.org
[3] nature.com
[3] gob.es
[2] pharmacyebmrozero.com

Top Domains in Tweet in G3:
[3] biorxiv.org
[2] threadreaderapp.com

Top Domains in Tweet in G4:
[5] news-medical.net
[4] biorxiv.org
[2] who.int
[1] cdc.gov

Top Domains in Tweet in G5:
[13] cdc.gov
[2] sciencedirect.com
[2] nature.com
[1] google.com

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

Top Domains in Tweet in G8:
[7] biorxiv.org
[2] cov-lineages.org
[1] twitter.com

Top Domains in Tweet in G9:
[3] virological.org
[1] gob.es
[1] biorxiv.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[177] covid19
[132] sarscov2
[96] opendata
[37] coronavirus
[35] virus
[35] ncov
[33] covid
[29] corona
[29] novel
[27] コロナ



Top Hashtags in Tweet in G1:
[92] opendata
[92] covid19
[92] sarscov2
[1] pathwest
[1] phylogenic
[1] genome
[1] sars_cov_2
[1] mutations
[1] covid_19

Top Hashtags in Tweet in G2:
[7] covid19
[3] sarscov2
[3] rtalb
[3] covid
[3] coronavirus
[1] vaccine
[1] otd
[1] vaccineswork
[1] vaccinessavelives
[1] who

Top Hashtags in Tweet in G3:
[1] biorxiv_micrbio

Top Hashtags in Tweet in G4:
[4] coronavirus
[4] virus
[2] coronavirusdisease
[2] covid19
[2] mythbusters
[2] sarscov2
[2] ncov
[1] biorxiv

Top Hashtags in Tweet in G5:
[5] covidiot

Top Hashtags in Tweet in G8:
[6] glycotime
[1] paper
[1] intranasal
[1] chadox1
[1] ncov
[1] azd1222
[1] vaccination
[1] sars_cov_2

Top Words
Top Words in Tweet in Entire Graph:
[704] sars
[601] cov
[443] ncov
[278] nextstrain
[230] variant
[224] lineage
[214] 501y
[210] emerging
[194] 19
[185] clade

Top Words in Tweet in G1:
[267] nextstrain
[177] variant
[177] emerging
[177] clade
[177] 501y
[177] lineage
[177] described
[176] trvrb
[105] thanks
[101] gisaid

Top Words in Tweet in G2:
[111] sars
[111] cov
[55] ncov
[32] 19
[32] 2019
[23] vaccine
[22] genomic
[21] chadox1
[19] brazil
[16] cdc

Top Words in Tweet in G3:
[80] sars
[80] ncov
[77] thread
[77] attaaaggtt
[77] tataccttcc
[77] caggtaacaa
[77] accaaccaac
[77] tttcgatctc
[77] ttgtagatct
[77] 61

Top Words in Tweet in G4:
[10] sars
[9] cov
[8] 19
[7] jhieditor
[6] airborne
[6] transmission
[6] covid
[6] gt
[5] busting
[5] myths

Top Words in Tweet in G5:
[12] joebiden
[10] tweet
[10] start
[7] info
[6] well
[6] done
[5] 'next
[5] level
[5] ignorant'
[5] filter

Top Words in Tweet in G6:
[58] one
[58] year
[58] ago
[58] today
[58] chinese
[58] scientists
[58] posted
[58] first
[58] sequences
[58] novel

Top Words in Tweet in G7:
[2] indoors

Top Words in Tweet in G8:
[31] monumental
[31] munster
[31] lab
[31] collaboration
[31] florian_krammer
[31] extreme
[31] synthesis
[31] simplifying
[30] aurelianostingi
[30] paper

Top Words in Tweet in G9:
[70] sars
[70] cov
[36] ncov
[32] coronavirus
[23] tracking
[23] international
[23] spread
[23] lineages
[23] 351
[23] 501y

Top Words in Tweet in G10:
[65] vaccine
[33] sars
[33] cov
[33] 19
[32] referències
[32] evaluation
[32] mrna
[32] 1273
[32] against
[32] nonhuman

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[558] sars,cov
[184] nextstrain,clade
[183] variant,emerging
[183] lineage,described
[181] trvrb,variant
[122] coronavirus,ncov
[114] sars,ncov
[111] #covid19,#sarscov2
[108] ncov,19
[105] chadox1,ncov

Top Word Pairs in Tweet in G1:
[177] variant,emerging
[177] nextstrain,clade
[177] lineage,described
[175] trvrb,variant
[92] thanks,#opendata
[92] #opendata,sharing
[92] sharing,gisaid
[92] gisaid,we've
[92] we've,updated
[92] #covid19,#sarscov2

Top Word Pairs in Tweet in G2:
[101] sars,cov
[22] ncov,19
[21] chadox1,ncov
[17] ncov,2019
[16] 19,vaccine
[14] 2019,genomic
[14] genomic,epidemiology
[13] against,sars
[13] coronavirus,ncov
[13] epidemiology,virological

Top Word Pairs in Tweet in G3:
[77] thread,sars
[77] sars,ncov
[77] ncov,attaaaggtt
[77] attaaaggtt,tataccttcc
[77] tataccttcc,caggtaacaa
[77] caggtaacaa,accaaccaac
[77] accaaccaac,tttcgatctc
[77] tttcgatctc,ttgtagatct
[77] ttgtagatct,61
[77] 61,gttctctaaa

Top Word Pairs in Tweet in G4:
[9] sars,cov
[5] busting,myths
[5] myths,airborne
[5] airborne,transmission
[5] transmission,sars
[5] cov,jhieditor
[4] jhieditor,#coronavirus
[4] #coronavirus,#virus
[4] native,sars
[4] cov,spike

Top Word Pairs in Tweet in G5:
[5] 'next,level
[5] level,ignorant'
[5] ignorant',tweet
[5] tweet,filter
[5] filter,picked
[5] picked,tweet
[5] tweet,win
[5] win,biggest
[5] biggest,#covidiot
[5] #covidiot,day

Top Word Pairs in Tweet in G6:
[58] one,year
[58] year,ago
[58] ago,today
[58] today,chinese
[58] chinese,scientists
[58] scientists,posted
[58] posted,first
[58] first,sequences
[58] sequences,novel
[58] novel,coronavirus

Top Word Pairs in Tweet in G8:
[31] munster,lab
[31] lab,collaboration
[31] collaboration,florian_krammer
[31] florian_krammer,extreme
[31] extreme,synthesis
[31] synthesis,simplifying
[30] monumental,paper
[30] paper,munster
[29] aurelianostingi,monumental
[29] simplifying,fo

Top Word Pairs in Tweet in G9:
[70] sars,cov
[32] cov,coronavirus
[32] coronavirus,ncov
[23] tracking,international
[23] international,spread
[23] spread,sars
[23] cov,lineages
[23] lineages,351
[23] 351,501y
[23] 501y,v2

Top Word Pairs in Tweet in G10:
[33] sars,cov
[33] 19,vaccine
[32] referències,evaluation
[32] evaluation,mrna
[32] mrna,1273
[32] 1273,vaccine
[32] vaccine,against
[32] against,sars
[32] cov,nonhuman
[32] nonhuman,primates

Top Replied-To
Top Replied-To in Entire Graph:
@quietob83023773
@plumprofessora
@ivaningrad
@kokodavila1
@andywil10853711
@lord6kakashi
@realcamhigby
@ppclondonwest
@lakesfirearmstr
@hootie_2020

Top Replied-To in G1:
@gisaid

Top Replied-To in G3:
@mariusgeesink
@jpf0ns3ca

Top Replied-To in G4:
@eategrity_sonia
@drannehuang
@mimmitwit
@co2detective
@leemilroy
@ase20340506
@anelichconsult1
@who
@newsmedical

Top Replied-To in G5:
@wrome91
@gooberwiper
@mtrainier2488
@basslouix
@forestmommy
@brycewooten10
@cryptofly1
@moran_glenn
@emiliaherault
@mrsenor420

Top Replied-To in G7:
@carlsbadcharlie

Top Mentioned
Top Mentioned in Entire Graph:
@nextstrain
@trvrb
@gisaid
@alexhern
@barneygrahammd
@contrarian4data
@crabb_vicki
@florian_krammer
@oriolmitja
@thereal_truther

Top Mentioned in G1:
@nextstrain
@trvrb
@gisaid
@finlaym
@agmcarthur
@ontariogenomics
@genomecanada
@nswhpathology
@westsydhealth
@sydney_uni

Top Mentioned in G2:
@tsubtext
@aapltree

Top Mentioned in G3:
@alexhern
@biorxiv_micrbio

Top Mentioned in G4:
@jhieditor
@biorxivpreprint
@newsmedical
@who
@nhsuk
@presidencyza
@jasperlionel
@agentszar
@paratus2014
@jonah_mcgarva

Top Mentioned in G5:
@joebiden
@alphaghostusmc
@its_menieb
@elliottfussell
@manguysir
@brendantech
@pwar85623999
@drcraigwax
@drsimonegold
@drkellyvictory

Top Mentioned in G6:
@barneygrahammd

Top Mentioned in G7:
@triplegggx
@ciolfilicious1
@begentle50
@gazza41
@macid3000
@resiguru
@marineresteve
@matt_gs
@alleninvest
@david19531501

Top Mentioned in G8:
@florian_krammer
@aurelianostingi
@glycopreprint
@trvrb
@nextstrain
@stefanoberto83
@giorgiogilestro
@marco_heffler

Top Mentioned in G9:
@marionkoopmans
@thelonevirologi
@daltmann10

Top Mentioned in G10:
@oriolmitja

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@threadreaderapp
@lennaleprena
@vivacoid
@matiere
@lopezgovlaw
@wittgenstein_jm
@leratomannya
@isaaranjuez
@nobby15

Top Tweeters in G1:
@matiere
@billm9
@iflck
@uchida_kawasaki
@silvrib
@miti_vigliero
@gonzalobarria
@demiurgotuiter
@sdot_meezy
@mig30m6

Top Tweeters in G2:
@jeannebartram
@terako_123
@pauldutton1968
@doritmi
@h_iro_123
@piyopikopichi
@narumita
@bettycjung
@drkynast
@phil_jones01

Top Tweeters in G3:
@unrollhelper
@spacepootler
@praowproud
@atomicthumbs
@hikari_no_yume
@strongmisgiving
@poppy_haze
@drahalsey
@sarahdcady
@shoofle

Top Tweeters in G4:
@leratomannya
@france24
@afp
@kenn_ffci
@mimmitwit
@biorxivpreprint
@un
@governmentza
@who
@newsmedical

Top Tweeters in G5:
@scottpresler
@ip4pi
@billspadea
@molly_knight
@aapsonline
@drcraigwax
@tedcruz
@forestmommy
@diabeticjew
@mtrainier2488

Top Tweeters in G6:
@cipherequality
@mgt_coull26
@scott_squires
@ayirpelle
@downbythebridge
@tnpxprnn__
@margymaclibrary
@jigglynubbins
@tifemynriswae
@thartman2u

Top Tweeters in G7:
@cathyby
@geor97
@mindedmusically
@jrwyke
@roblev0
@alleninvest
@chrisgregson123
@europhile123
@macid3000
@david19531501

Top Tweeters in G8:
@gpellarin84
@pvsassone
@xtaldave
@bicidiario
@gianlucac1
@segnale_orario
@morontafelix
@sergio_ugarte
@danielestark_
@max70gub

Top Tweeters in G9:
@mackayim
@mihulkas
@pathogenomenick
@theskyisbluish
@ricenbeanies
@titus_viii
@s4061555
@avesa2016
@genperisi
@thelonevirologi

Top Tweeters in G10:
@wittgenstein_jm
@cervera_jess
@victoriabonet
@thinkcatalonia
@ref1oct17
@elisaca61
@nbt59
@angladalluis
@macia_i
@delpeu


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