SARS-NCOV, Twitter, 3/5/2021 12:49:09 PM, 250156


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SARS-NCOV_2021-03-05_03-14-31.xlsx
SARS-NCOV_2021-03-05_03-14-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 05, 2021
Short Description:
SARS-NCOV via NodeXL https://bit.ly/3kLMX48
@who
@gisaid
@logicalknot
@cdcgov
@cepivaccines
@observatorio14
@nextstrain
@marionkoopmans
@jeremyfarrar
@mvankerkhove

Top hashtags:
#covid19
#sarscov2
#opendata
#ncov
#sars
#coronavirus
#covid
#corona
#novel
#breaking

Description:
Description
The graph represents a network of 1,411 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 Friday, 05 March 2021 at 11:16 UTC.

The requested start date was Friday, 05 March 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 12-day, 9-hour, 13-minute period from Friday, 19 February 2021 at 02:00 UTC to Wednesday, 03 March 2021 at 11:14 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 : 1411
Unique Edges : 1022
Edges With Duplicates : 867
Total Edges : 1889
Number of Edge Types : 5
Tweet : 183
Mentions : 622
Retweet : 327
MentionsInRetweet : 488
Replies to : 269
Self-Loops : 189
Reciprocated Vertex Pair Ratio : 0.00318217979315831
Reciprocated Edge Ratio : 0.0063441712926249
Connected Components : 309
Single-Vertex Connected Components : 79
Maximum Vertices in a Connected Component : 206
Maximum Edges in a Connected Component : 492
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.954018
Graph Density : 0.000633824409025338
Modularity : 0.684136
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 1,411 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 Friday, 05 March 2021 at 11:16 UTC.

The requested start date was Friday, 05 March 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 12-day, 9-hour, 13-minute period from Friday, 19 February 2021 at 02:00 UTC to Wednesday, 03 March 2021 at 11:14 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:
[124] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[69] https://nextstrain.org/ncov
[50] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2488-idsc/iasr-news/10188-493p02.html
[43] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[22] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/10169-covid19-35.html
[20] 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=
[12] https://www.cdc.gov/coronavirus/2019-ncov/lab/grows-virus-cell-culture.html
[8] https://www.publichealthontario.ca/-/media/documents/ncov/main/2020/09/cycle-threshold-values-sars-cov2-pcr.pdf?la=en
[7] https://www.neoweb.nl/forum2/sars-cov-2-covid-19-coronavirus-ncov/waarom-een-lockdown-waarom-avondklok-corona-nederland/
[6] https://africacdc.org/news-item/statement-on-the-efficacy-of-the-astrazeneca-covid-19-vaccine-chadox1-ncov-19-against-the-sars-cov-2-variants/

Top URLs in Tweet in G1:
[69] https://nextstrain.org/ncov
[6] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2488-idsc/iasr-news/10188-493p02.html
[4] https://nextstrain.org/ncov/africa
[3] https://nextstrain.org/ncov/south-america
[2] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/10169-covid19-35.html
[1] https://github.com/nextstrain/ncov
[1] https://nextstrain.org/ncov/asia
[1] https://nextstrain.org/ncov/oceania
[1] http://www.insdc.org
[1] https://www.covid19dataportal.org

Top URLs in Tweet in G2:
[14] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2488-idsc/iasr-news/10188-493p02.html
[12] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/10169-covid19-35.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[4] https://africacdc.org/news-item/statement-on-the-efficacy-of-the-astrazeneca-covid-19-vaccine-chadox1-ncov-19-against-the-sars-cov-2-variants/
[3] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[3] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2488-idsc/iasr-news/10152-493p01.html
[2] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Proteccion_Trabajadores_SARS-CoV-2.pdf
[2] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/AnexoIIpaises-yzonasderiesgo_entre01032021y14032021.pdf
[2] https://koronavirus-ncov.ru
[2] https://tools.cdc.gov/api/embed/downloader/download.asp?m=403372&c=416837

Top URLs in Tweet in G3:
[2] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html

Top URLs in Tweet in G4:
[10] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[1] https://www.pnas.org/content/118/4/e2014564118
[1] https://www.who.int/emergencies/diseases/novel-coronavirus-2019/question-and-answers-hub/q-a-detail/coronavirus-disease-covid-19-masks
[1] https://twitter.com/KBTXRusty/status/1366838417594732548

Top URLs in Tweet in G5:
[3] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/variant-surveillance/genomic-surveillance-dashboard.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/variants/index.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/pediatric-hcp.html#:~:text=The%20most%20common%20symptoms%20in%20children%20are%20cough%20and%2For%20fever.&text=A%20recent%20systematic%20review%20estimated,pediatric%20infections%20may%20be%20asymptomatic
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/testing-healthcare-personnel.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[1] https://twitter.com/briancolder/status/1365156654522789893
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/burden.html

Top URLs in Tweet in G6:
[1] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3779160

Top URLs in Tweet in G7:
[2] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html#:~:text=Airborne%20transmission%20is%20infection%20spread,and%20time%20(typically%20hours)
[2] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[1] https://virological.org/t/genomic-characterisation-of-an-emergent-sars-cov-2-lineage-in-manaus-preliminary-findings/586
[1] https://www.who.int/publications/i/item/WHO-2019-nCoV-genomic-sequencing-GISRS-2021.1
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/cloth-face-cover-guidance.html

Top URLs in Tweet in G8:
[27] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2488-idsc/iasr-news/10188-493p02.html
[5] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/10169-covid19-35.html
[3] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2502-idsc/iasr-in/10133-491d01.html
[2] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2484-idsc/10174-covid19-37.html
[1] https://www.niid.go.jp/niid/ja/others/9478-covid19-16.html
[1] https://search.jamas.or.jp/api/opensearch?q=SARS%E3%82%B3%E3%83%AD%E3%83%8A%E3%82%A6%E3%82%A4%E3%83%AB%E3%82%B9-2/TH%20or%20%22%E3%82%B3%E3%83%AD%E3%83%8A%E3%82%A6%E3%82%A4%E3%83%AB%E3%82%B9%E6%80%A5%E6%80%A7%E5%91%BC%E5%90%B8%E5%99%A8%E7%96%BE%E6%82%A3(2019-nCoV)%22/TH%20or%20COVID-19/AL%20or%20(%E3%82%B3%E3%83%AD%E3%83%8A/TA%20and%20DT=2020

Top Domains
Top Domains in Tweet in Entire Graph:
[241] cdc.gov
[88] go.jp
[85] nextstrain.org
[40] scholarsportal.info
[17] twitter.com
[14] nih.gov
[13] publichealthontario.ca
[12] who.int
[9] gob.es
[9] neoweb.nl

Top Domains in Tweet in G1:
[78] nextstrain.org
[8] go.jp
[1] github.com
[1] insdc.org
[1] covid19dataportal.org
[1] nih.gov
[1] ac.jp
[1] ac.cn

Top Domains in Tweet in G2:
[30] go.jp
[20] cdc.gov
[8] twitter.com
[5] gob.es
[4] africacdc.org
[2] elsevierhealth.com
[2] nextstrain.org
[2] clinicaltrials.gov
[2] koronavirus-ncov.ru
[1] genmec.vn

Top Domains in Tweet in G3:
[2] cdc.gov

Top Domains in Tweet in G4:
[10] cdc.gov
[1] pnas.org
[1] who.int
[1] twitter.com

Top Domains in Tweet in G5:
[10] cdc.gov
[1] twitter.com

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

Top Domains in Tweet in G7:
[7] cdc.gov
[1] virological.org
[1] who.int

Top Domains in Tweet in G8:
[38] go.jp
[1] or.jp

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[123] covid19
[120] sarscov2
[69] opendata
[24] ncov
[21] sars
[18] coronavirus
[16] covid
[15] corona
[13] novel
[12] breaking



Top Hashtags in Tweet in G1:
[92] sarscov2
[69] opendata
[69] covid19

Top Hashtags in Tweet in G2:
[3] covid19
[2] corona
[1] duqueinepto
[1] sars
[1] cov2
[1] ncov
[1] virology
[1] gainoffunction
[1] gof
[1] wuhan

Top Hashtags in Tweet in G5:
[10] dyk
[2] covid19

Top Hashtags in Tweet in G6:
[1] covid

Top Hashtags in Tweet in G7:
[2] sarscov2
[1] covid19

Top Words
Top Words in Tweet in Entire Graph:
[384] sars
[371] cov
[147] 19
[139] ncov
[134] æ
[128] covid
[123] ç
[123] #covid19
[120] #sarscov2
[102] ãƒ

Top Words in Tweet in G1:
[92] #sarscov2
[83] nextstrain
[81] sequences
[78] thanks
[71] gisaid
[69] #opendata
[69] sharing
[69] updated
[69] #covid19
[59] we've

Top Words in Tweet in G2:
[65] sars
[63] cov
[27] ncov
[24] 19
[18] æ
[16] covid
[16] 新型コロナウイルスsars
[14] spikeタンパク質
[14] e484k変異を有するb
[14] 316系統の国内流入

Top Words in Tweet in G3:
[2] secretlyakat
[2] block
[2] droplets
[2] microns

Top Words in Tweet in G4:
[10] gregabbott_tx
[6] masks
[3] wearing
[3] mask
[3] cdc
[2] thrillho22
[2] wear
[2] literally
[2] medical
[2] advice

Top Words in Tweet in G5:
[36] cdcgov
[33] sars
[33] cov
[26] national
[15] sequences
[14] sequencing
[14] those
[14] confirmed
[14] cases
[13] updated

Top Words in Tweet in G6:
[39] 19
[38] thelancet
[38] eficacia
[38] chadox1
[38] ncov
[38] frente
[38] sars
[38] cov
[37] aparece
[37] preprint

Top Words in Tweet in G7:
[35] sars
[34] cov
[19] genomic
[18] coronavirus
[16] mvankerkhove
[16] characterisation
[16] emergent
[16] lineage
[16] manaus
[16] preliminary

Top Words in Tweet in G8:
[37] cov
[27] 新型コロナウイルスsars
[27] spikeタンパク質
[27] e484k変異を有するb
[27] 316系統の国内流入
[25] 2021年2月2日現在
[21] ç
[17] 2020年3
[17] 4月
[17] 欧州系統

Top Words in Tweet in G9:
[6] 10
[5] sars
[5] cov
[4] rdrp
[4] 2019
[3] sense_strand
[3] kevin_mckernan
[3] wwakeuptime
[3] perpetualvalue
[3] viral

Top Words in Tweet in G10:
[2] 'no
[2] quantified
[2] structure
[2] sars
[2] ncov
[2] 2019

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[302] sars,cov
[89] #covid19,#sarscov2
[82] covid,19
[69] thanks,#opendata
[69] #opendata,sharing
[69] sharing,gisaid
[60] nextstrain,thanks
[59] gisaid,we've
[59] we've,updated
[54] #sarscov2,sequences

Top Word Pairs in Tweet in G1:
[69] thanks,#opendata
[69] #opendata,sharing
[69] sharing,gisaid
[69] #covid19,#sarscov2
[60] nextstrain,thanks
[59] gisaid,we've
[59] we've,updated
[54] #sarscov2,sequences
[23] keep,increasing
[23] increasing,number

Top Word Pairs in Tweet in G2:
[45] sars,cov
[16] 新型コロナウイルスsars,cov
[14] covid,19
[14] cov,spikeタンパク質
[14] spikeタンパク質,e484k変異を有するb
[14] e484k変異を有するb,316系統の国内流入
[13] 316系統の国内流入,2021年2月2日現在
[11] 感染,伝播性の増加や抗原性の変化が懸念される
[11] 伝播性の増加や抗原性の変化が懸念される,新型コロナウイルス
[11] 新型コロナウイルス,sars

Top Word Pairs in Tweet in G4:
[2] thrillho22,gregabbott_tx
[2] wear,masks
[2] medical,advice

Top Word Pairs in Tweet in G5:
[33] sars,cov
[26] national,sars
[13] cdcgov,updated
[13] updated,national
[13] cov,genomic
[13] genomic,sequencing
[13] sequencing,dashboard
[13] dashboard,include
[13] include,those
[13] those,sequences

Top Word Pairs in Tweet in G6:
[38] chadox1,ncov
[38] ncov,19
[38] sars,cov
[37] aparece,preprint
[37] preprint,thelancet
[37] thelancet,eficacia
[37] eficacia,chadox1
[37] 19,frente
[37] frente,variante
[37] variante,sars

Top Word Pairs in Tweet in G7:
[34] sars,cov
[16] genomic,characterisation
[16] characterisation,emergent
[16] emergent,sars
[16] cov,lineage
[16] lineage,manaus
[16] manaus,preliminary
[16] preliminary,findings
[16] findings,sars
[16] cov,coronavirus

Top Word Pairs in Tweet in G8:
[27] 新型コロナウイルスsars,cov
[27] cov,spikeタンパク質
[27] spikeタンパク質,e484k変異を有するb
[27] e484k変異を有するb,316系統の国内流入
[25] 316系統の国内流入,2021年2月2日現在
[17] 2021年2月2日現在,2020年3
[17] 2020年3,4月
[17] 4月,欧州系統
[17] 欧州系統,114
[16] kenmomd,新型コロナウイルスsars

Top Word Pairs in Tweet in G9:
[5] sars,cov
[3] sense_strand,kevin_mckernan
[3] kevin_mckernan,wwakeuptime
[3] wwakeuptime,perpetualvalue
[3] 10,10
[3] 10,viral
[3] viral,rna
[3] rna,copiesâ
[3] copiesâ,î
[3] î,lâ

Top Word Pairs in Tweet in G10:
[2] 'no,quantified

Top Replied-To
Top Replied-To in Entire Graph:
@stoplyingaboutm
@sense_strand
@_huneygurl_
@zumitropi
@marcusp11
@robertjensen
@666_pablo_666
@isabeloakeshott
@falseprophetflm

Top Replied-To in G1:
@cepivaccines

Top Replied-To in G3:
@raginxcajun
@__coryd__

Top Replied-To in G4:
@voluntaryonly
@habitualhealth
@sgoosman
@jvgolfcoach1
@bamarich
@callme_marie_
@whitfieldthomas
@zachjaggers
@lvl25magikarp

Top Replied-To in G5:
@cdcgov
@fercilidad
@sporkin8or

Top Replied-To in G6:
@catcheronthesly

Top Replied-To in G7:
@falseprophetflm
@k3books
@who
@vin_dj
@requenajamonero
@dianaavilacuad
@10downingstreet

Top Replied-To in G8:
@mopedojisant
@aoihana1213

Top Replied-To in G9:
@sense_strand
@braidedmanga

Top Replied-To in G10:
@emili18_
@johndavid61205

Top Mentioned
Top Mentioned in Entire Graph:
@nextstrain
@gisaid
@cdcgov
@thelancet
@alvarezmorenoc
@mvankerkhove
@kenmomd
@aphl
@bhrenton
@scottjbecker

Top Mentioned in G1:
@nextstrain
@gisaid
@love_nihonsyu
@influenzer3
@doctorsoumya
@drtedros
@jeremyfarrar
@ainshamsun
@um5rabat
@lebamuniv

Top Mentioned in G3:
@secretlyakat
@sinner_lilith
@ziggystardad
@medwoman1
@_farrahmoody
@jdw714
@jdd2169
@_kel_varnsen_
@cc_codyscanine
@ladyoftheocean1

Top Mentioned in G4:
@gregabbott_tx
@thrillho22
@treewife23
@apmamabear1
@calfan613
@plur__vibes
@nicoleamaines
@b_ryce81
@juanchoreal99
@johnrobertsfox

Top Mentioned in G5:
@cdcgov
@aphl
@scottjbecker
@drjenndowd
@randersb
@rodrigolobos
@fercilidad
@covidisairborne
@jacksoncamp99
@twittermoments

Top Mentioned in G6:
@thelancet
@alvarezmorenoc
@mkvenu1
@merrynvoysey

Top Mentioned in G7:
@mvankerkhove
@who
@rickd65820701
@sexcounseling
@10downingstreet
@vicrive20
@guitarcafe
@valenciaplaza
@adslcadiz
@yudytagp

Top Mentioned in G8:
@kenmomd
@covid_19_info_
@keyaki1117
@ab1qq
@aoihana1213
@morinaika

Top Mentioned in G9:
@kevin_mckernan
@wwakeuptime
@perpetualvalue
@drnickb_obanaes
@laymansscience
@olfurni
@jad3atik
@patricksavalle
@westernreprise
@dercomicgraf

Top Mentioned in G10:
@silentmajority
@jrs4a
@drene2626
@higgy_59
@tracyjpieper1
@dwelleranti
@rickdav58637085
@yosandr77846502
@buckeyebitch
@robynparsley

Top Tweeters
Top Tweeters in Entire Graph:
@matiere
@solutioneer72
@lopezgovlaw
@citrus_kyoto
@thehill
@gooochin
@noriesun
@yochan87
@cordwainerscat
@latinculos

Top Tweeters in G1:
@matiere
@cordwainerscat
@viralvideovlogs
@mig30m6
@anonomouse1981
@revjunjihiguchi
@howling18
@antifadisabled
@tomo6216jp
@martinjcowling

Top Tweeters in G2:
@gooochin
@didaclopez
@pfanderson
@ariel_scebai
@fuji762
@pelicanmemo
@vero_mier
@tomo3seishi
@redundantuk
@memofwd

Top Tweeters in G3:
@rickysi16087724
@vickie627
@ladyoftheocean1
@medwoman1
@politicspot
@jencages
@ziggystardad
@merry_hippie
@qdecoder
@prince3eb

Top Tweeters in G4:
@danicalbarnett
@michaelmcelmury
@voluntaryonly
@leleana
@juanchoreal99
@lvl25magikarp
@vada_da_arbiter
@imtomwaits
@roberttgarrett
@thrillho22

Top Tweeters in G5:
@solutioneer72
@demiurgotuiter
@aztanya
@sharon_lynch
@fercilidad
@nlitenmebabe
@davidflsts
@santacruzana
@twittermoments
@randersb

Top Tweeters in G6:
@jorgearestrepo
@ccamargo923
@josefesar
@irlandamaya
@patrici11498444
@camilossierrao
@odpdh
@mejia_bf
@ricardoargaca
@pulmonology101

Top Tweeters in G7:
@panthergodbast
@valenciaplaza
@k3books
@observatorio14
@guitarcafe
@bakom_skynket
@jwiechers
@sexcounseling
@kamarulbahrin
@who

Top Tweeters in G8:
@citrus_kyoto
@noriesun
@jose_medel1945
@terako_123
@gohsuket
@h_iro_123
@araran100
@keyaki1117
@garmy
@debokunn

Top Tweeters in G9:
@celticfanzone
@patricksavalle
@woofcoast
@jeremyrhammond
@angelifrankie
@ale_battini
@dercomicgraf
@travellightp1
@wwakeuptime
@houseofrealnews

Top Tweeters in G10:
@charleneffreem1
@jsaholmes
@higgy_59
@buckeyebitch
@johndavid61205
@tracyjpieper1
@emili18_
@rickdav58637085
@drene2626
@jrs4a


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