SARS-NCOV, Twitter, 9/29/2020 1:42:06 AM, 236200


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SARS-NCOV_2020-09-28_02-12-25.xlsx
SARS-NCOV_2020-09-28_02-12-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 29, 2020
Short Description:
SARS-NCOV via NodeXL https://bit.ly/2EHGG9h
@cdcgov
@technokres
@linseymarr
@juliettekayyem
@barney1776
@hichachu
@mikimikan77
@j_g_allen
@ashishkjha
@ryoma_tanaka

Top hashtags:
#covid19
#sarscov2
#opendata
#coronavirus
#sars_cov_2
#la26
#expatnoteslux
#ncov
#direct

Description:
Description
The graph represents a network of 1,527 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 Monday, 28 September 2020 at 09:14 UTC.

The requested start date was Monday, 28 September 2020 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, 22-hour, 24-minute period from Monday, 14 September 2020 at 00:23 UTC to Sunday, 27 September 2020 at 22:47 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 : 1527
Unique Edges : 1666
Edges With Duplicates : 2267
Total Edges : 3933
Number of Edge Types : 5
Retweet : 964
MentionsInRetweet : 2122
Tweet : 188
Replies to : 132
Mentions : 527
Self-Loops : 211
Reciprocated Vertex Pair Ratio : 0.00508607198748044
Reciprocated Edge Ratio : 0.0101206695212145
Connected Components : 204
Single-Vertex Connected Components : 67
Maximum Vertices in a Connected Component : 615
Maximum Edges in a Connected Component : 2218
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.349624
Graph Density : 0.00110247952752594
Modularity : 0.552569
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 1,527 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 Monday, 28 September 2020 at 09:14 UTC.

The requested start date was Monday, 28 September 2020 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, 22-hour, 24-minute period from Monday, 14 September 2020 at 00:23 UTC to Sunday, 27 September 2020 at 22:47 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:
[55] https://nextstrain.org/ncov
[43] https://www.cdc.gov/coronavirus/2019-ncov/hcp/testing-overview.html
[38] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/how-covid-spreads.html
[24] 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=
[11] https://www.publichealthontario.ca/-/media/documents/ncov/main/2020/09/cycle-threshold-values-sars-cov2-pcr.pdf?la=en
[8] https://www.lci.fr/sante/en-direct-coronavirus-covid-19-pandemie-epidemie-france-deuxieme-vague-a-marseille-le-pr-bruder-alerte-sur-le-manque-de-lits-dans-le-service-de-reanimation-de-la-timone-2161513.html
[8] https://www.lci.fr/sante/en-direct-coronavirus-pandemie-de-covid-19-edouard-balladur-teste-positif-au-virus-sars-ncov-mais-pas-en-danger-selon-ses-proches-2161513.html?utm_medium=Social&utm_source=Twitter#Echobox=1600169063
[8] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_208_COVID-19.pdf
[5] https://www.cdc.gov/coronavirus/2019-ncov/hcp/duration-isolation.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/lab/grows-virus-cell-culture.html

Top URLs in Tweet in G1:
[8] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/how-covid-spreads.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/hcp/testing-overview.html
[2] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/ciutadania/que-es-coronavirus/transmissio-i-risc-de-contagi/
[2] https://www.cdc.gov/coronavirus/2019-ncov/lab/resources/antigen-tests-guidelines.html?deliveryName=USCDC_2067-DM37553
[1] https://twitter.com/linseymarr/status/1307796947093401608
[1] https://www.cdc.gov/coronavirus/2019-ncov/animals/pet-store.html
[1] https://www.nytimes.com/2020/09/21/health/coronavirus-cdc-aerosols.html
[1] https://twitter.com/linseymarr/status/1308073875280928775
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/testing-overview.html?CDC_AA_refVal=https%3A%2F%2Fwww.cdc.gov%2Fcoronavirus%2F2019-ncov%2Fhcp%2Fclinical-criteria.html
[1] https://docs.google.com/document/d/1fB5pysccOHvxphpTmCG_TGdytavMmc1cUumn8m0pwzo/edit

Top URLs in Tweet in G2:
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/how-covid-spreads.html

Top URLs in Tweet in G3:
[54] https://nextstrain.org/ncov
[4] https://nextstrain.org/ncov/south-america
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235266
[2] https://nextstrain.org/ncov/global
[1] https://nextstrain.org/ncov/asia
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/how-covid-spreads.html
[1] https://nextstrain.org/ncov/south-america?branchLabel=clade&c=country&f_country=Argentina
[1] https://www.lci.fr/sante/coronavirus-17-mars-17-septembre-il-y-a-six-mois-la-france-se-confinait-face-a-la-pandemie-de-covid-19-qu-a-t-on-appris-du-virus-sars-ncov-2-depuis-2164303.html?utm_medium=Social&utm_source=Twitter#Echobox=1600335814
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/faq.html

Top URLs in Tweet in G4:
[9] https://www.cdc.gov/coronavirus/2019-ncov/hcp/testing-overview.html
[8] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_208_COVID-19.pdf
[6] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/how-covid-spreads.html
[3] https://www.lci.fr/sante/en-direct-coronavirus-covid-19-pandemie-epidemie-france-deuxieme-vague-a-marseille-le-pr-bruder-alerte-sur-le-manque-de-lits-dans-le-service-de-reanimation-de-la-timone-2161513.html
[2] https://virologyj.biomedcentral.com/track/pdf/10.1186/s12985-020-01401-2
[2] https://eautocheck.de/
[1] https://twitter.com/rnz_news/status/1305283417718710273
[1] https://healthtipsgalaxy.com/inilah-bedanya-corona-virus-2019-ncov-mers-sars/
[1] https://www.publichealthontario.ca/-/media/documents/ncov/epi/2020/07/covid-19-epi-health-care-workers-ontario.pdf?la=en
[1] https://twitter.com/CTZebra/status/1305483294214062085

Top URLs in Tweet in G5:
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/about-face-coverings.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/cloth-face-cover-guidance.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/lab/grows-virus-cell-culture.html
[1] https://www.centerforhealthsecurity.org/resources/COVID-19/COVID-19-fact-sheets/200128-nCoV-whitepaper.pdf

Top URLs in Tweet in G6:
[3] https://www.certest.es/products/sars-cov-2-orf1ab-and-n-genes/
[3] https://www.certest.es/products/sars-cov-2-s-gene-bd-max-system/
[3] https://lifescience.canvaxbiotech.com/product/ncov-cdc-assays/
[2] https://www.publichealthontario.ca/-/media/documents/ncov/main/2020/09/cycle-threshold-values-sars-cov2-pcr.pdf?la=en
[2] https://sciencespeaksblog.org/2020/01/25/wuhan-coronavirus-2019-ncov-qa-6-an-evidence-based-hypothesis/
[1] https://www.medrxiv.org/content/10.1101/2020.08.04.20167932v3
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7092803/
[1] https://onlinelibrary.wiley.com/doi/full/10.1002/jmv.25689?cookieSet=1

Top URLs in Tweet in G7:
[4] https://www.cdc.gov/coronavirus/2019-ncov/hcp/testing-overview.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/testing-overview.html?referringSource=articleShare
[1] https://twitter.com/carpe_diem0820/status/1307192247750860801
[1] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2484-idsc/9849-covid19-19-2.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/duration-isolation.html?CDC_AA_refVal=https%3A%2F%2Fwww.cdc.gov%2Fcoronavirus%2F2019-ncov%2Fcommunity%2Fstrategy-discontinue-isolation.html

Top URLs in Tweet in G8:
[8] https://www.lci.fr/sante/en-direct-coronavirus-pandemie-de-covid-19-edouard-balladur-teste-positif-au-virus-sars-ncov-mais-pas-en-danger-selon-ses-proches-2161513.html?utm_medium=Social&utm_source=Twitter#Echobox=1600169063
[5] https://www.lci.fr/sante/en-direct-coronavirus-paandemie-de-covid-19-foyer-originel-du-virus-sars-ncov-wuhan-accueille-son-premier-vol-international-depuis-janvier-2161513.html
[4] https://www.lci.fr/sante/coronavirus-17-mars-17-septembre-il-y-a-six-mois-la-france-se-confinait-face-a-la-pandemie-de-covid-19-qu-a-t-on-appris-du-virus-sars-ncov-2-depuis-2164303.html?utm_medium=Social&utm_source=Twitter#Echobox=1600335814
[2] https://www.lci.fr/sante/en-direct-coronavirus-paandemie-de-covid-19-foyer-originel-du-virus-sars-ncov-wuhan-accueille-son-premier-vol-international-depuis-janvier-2161513.html?utm_medium=Social&utm_source=Twitter#Echobox=1600358956
[2] https://www.lci.fr/sante/coronavirus-17-mars-17-septembre-il-y-a-six-mois-la-france-se-confinait-face-a-la-pandemie-de-covid-19-qu-a-t-on-appris-du-virus-sars-ncov-2-depuis-2164303.html?utm_medium=Social&utm_source=Twitter#Echobox=1600335786
[2] https://www.lci.fr/sante/coronavirus-17-mars-17-septembre-il-y-a-six-mois-la-france-se-confinait-face-a-la-pandemie-de-covid-19-qu-a-t-on-appris-du-virus-sars-ncov-2-depuis-2164303.html?utm_medium=Social&utm_source=Twitter#Echobox=1600348428
[1] https://www.lci.fr/sante/en-direct-coronavirus-paandemie-de-covid-19-foyer-originel-du-virus-sars-ncov-wuhan-accueille-son-premier-vol-international-depuis-janvier-2161513.html?utm_medium=Social&utm_source=Twitter#Echobox=1600348679
[1] https://www.lci.fr/sante/en-direct-coronavirus-covid-19-pandemie-epidemie-france-deuxieme-vague-a-marseille-le-pr-bruder-alerte-sur-le-manque-de-lits-dans-le-service-de-reanimation-de-la-timone-2161513.html

Top URLs in Tweet in G9:
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/testing-overview.html

Top URLs in Tweet in G10:
[6] https://www.publichealthontario.ca/-/media/documents/ncov/main/2020/09/cycle-threshold-values-sars-cov2-pcr.pdf?la=en
[2] https://www.publichealthontario.ca/-/media/documents/ncov/main/2020/09/cycle-threshold-values-sars-cov2-pcr.pdf
[1] https://consultqd.clevelandclinic.org/coronaviruses-have-been-around-for-centuries-what-differentiates-2019-ncov/

Top Domains
Top Domains in Tweet in Entire Graph:
[143] cdc.gov
[66] nextstrain.org
[48] scholarsportal.info
[35] lci.fr
[22] gob.es
[17] twitter.com
[16] publichealthontario.ca
[6] certest.es
[6] go.jp
[5] who.int

Top Domains in Tweet in G1:
[19] cdc.gov
[2] twitter.com
[2] gencat.cat
[1] nytimes.com
[1] google.com
[1] acpjournals.org
[1] who.int

Top Domains in Tweet in G2:
[1] cdc.gov

Top Domains in Tweet in G3:
[62] nextstrain.org
[3] nodexlgraphgallery.org
[2] cdc.gov
[1] lci.fr

Top Domains in Tweet in G4:
[29] cdc.gov
[11] gob.es
[5] lci.fr
[4] twitter.com
[4] eautocheck.de
[2] publichealthontario.ca
[2] biomedcentral.com
[2] bio-protocol.org
[2] jhu.edu
[2] osf.io

Top Domains in Tweet in G5:
[3] cdc.gov
[1] centerforhealthsecurity.org

Top Domains in Tweet in G6:
[6] certest.es
[3] canvaxbiotech.com
[2] publichealthontario.ca
[2] sciencespeaksblog.org
[1] medrxiv.org
[1] nih.gov
[1] wiley.com

Top Domains in Tweet in G7:
[6] cdc.gov
[1] twitter.com
[1] go.jp

Top Domains in Tweet in G8:
[25] lci.fr

Top Domains in Tweet in G9:
[1] cdc.gov

Top Domains in Tweet in G10:
[8] publichealthontario.ca
[1] clevelandclinic.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[182] covid19
[89] sarscov2
[63] opendata
[33] coronavirus
[19] sars_cov_2
[19] la26
[18] expatnoteslux
[17] ncov
[17] direct
[14] luxembourg



Top Hashtags in Tweet in G1:
[3] sars_cov_2
[2] airborne
[1] covid19
[1] whiplash
[1] sciencewillwin
[1] medtwitter

Top Hashtags in Tweet in G3:
[57] covid19
[55] opendata
[55] sarscov2
[1] bcsir
[1] direct
[1] wuhan
[1] coronavirus
[1] sars
[1] breaking
[1] newsreport

Top Hashtags in Tweet in G4:
[12] covid19
[11] coronavirus
[9] covid_19
[8] covidー19
[8] sarscov2
[8] sars_cov_2
[2] sars
[2] topenews
[1] covid02871
[1] covid

Top Hashtags in Tweet in G8:
[56] covid19
[19] la26
[16] direct
[7] wuhan
[1] zonerouge
[1] véran
[1] oliviervéran
[1] pointpandémie

Top Hashtags in Tweet in G9:
[1] idtwitter

Top Words
Top Words in Tweet in Entire Graph:
[888] sars
[550] cov
[391] cdcgov
[387] cdc
[327] linseymarr
[266] months
[263] finally
[255] scientists
[254] see
[253] j_g_allen

Top Words in Tweet in G1:
[382] cdcgov
[321] linseymarr
[268] sars
[251] finally
[251] scientists
[250] extraordinary
[250] see
[250] acknowledge
[250] j_g_allen
[250] saying

Top Words in Tweet in G2:
[128] cdc
[128] sars
[127] juliettekayyem
[127] confirmed
[127] here's
[127] used
[127] cov
[127] transmitted
[127] aerosols
[127] censored

Top Words in Tweet in G3:
[60] thanks
[57] gisaid
[57] #covid19
[55] nextstrain
[55] #opendata
[55] #sarscov2
[54] sharing
[54] we've
[44] updated
[44] seqs

Top Words in Tweet in G4:
[69] sars
[58] cov
[33] 19
[32] covid
[28] ncov
[20] cdc
[16] 2020
[14] 2019
[12] virus
[12] #covid19

Top Words in Tweet in G5:
[7] sars
[5] ianfmusgrave
[5] eddarrell
[5] stopvaxxedlies
[5] smcwoof
[5] ephesians6__12
[5] cov
[4] landau_18901
[4] covidmillion
[4] _mamadeb

Top Words in Tweet in G6:
[9] sars
[9] 2019
[6] co
[6] ncov
[5] estudio
[5] cov
[4] navedelmisterio
[4] november
[3] evidencia
[3] hendrikstreeck

Top Words in Tweet in G7:
[47] cov
[34] sars
[29] cdcによるpcrの推奨が変更に
[29] 2感染者への濃厚接触があったら
[29] 症状がなくても検査を推奨する
[29] ことになりました
[29] この場合
[29] 検査陰性でも感染しているとは限らない
[29] 検査陰性でも14日間自己隔離する
[29] とも書かれています

Top Words in Tweet in G8:
[60] lci
[56] #covid19
[54] cas
[54] contacts
[45] olivierveran
[29] sont
[25] faut
[24] annonces
[19] #la26
[18] assurer

Top Words in Tweet in G9:
[30] sep
[30] 18
[30] cdc
[30] testing
[30] guidelines
[30] update
[30] close
[30] contact
[30] such
[30] within

Top Words in Tweet in G10:
[7] ontario
[4] oncall4on
[4] fordnation
[4] document
[4] september
[4] 17
[4] 2020
[4] values
[4] sars
[4] cov

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[510] sars,cov
[252] extraordinary,see
[252] see,cdcgov
[252] cdcgov,finally
[252] finally,acknowledge
[252] acknowledge,scientists
[252] scientists,linseymarr
[252] linseymarr,j_g_allen
[252] j_g_allen,saying
[252] saying,months

Top Word Pairs in Tweet in G1:
[250] extraordinary,see
[250] see,cdcgov
[250] cdcgov,finally
[250] finally,acknowledge
[250] acknowledge,scientists
[250] scientists,linseymarr
[250] linseymarr,j_g_allen
[250] j_g_allen,saying
[250] saying,months
[250] months,sars

Top Word Pairs in Tweet in G2:
[127] juliettekayyem,confirmed
[127] confirmed,here's
[127] here's,cdc
[127] cdc,used
[127] used,sars
[127] sars,cov
[127] cov,transmitted
[127] transmitted,aerosols
[127] aerosols,censored
[126] barney1776,juliettekayyem

Top Word Pairs in Tweet in G3:
[55] #covid19,#sarscov2
[54] thanks,#opendata
[54] #opendata,sharing
[54] sharing,gisaid
[54] gisaid,we've
[48] nextstrain,thanks
[44] we've,updated
[31] #sarscov2,seqs
[23] #sarscov2,sequences
[19] seqs,check

Top Word Pairs in Tweet in G4:
[51] sars,cov
[27] covid,19
[13] 2019,ncov
[9] 09,2020
[8] sars,ncov
[8] #coronavirus,#covidー19
[8] #covidー19,#covid19
[8] #covid19,#covid_19
[8] #covid_19,#sarscov2
[8] #sarscov2,#sars_cov_2

Top Word Pairs in Tweet in G5:
[5] sars,cov
[4] rcprentice,wherejuliet
[4] ghoppe,organicdot
[4] ephesians6__12,ale_battini
[4] boastira,chris_f_carson
[3] kixerp,risettemd
[3] wherejuliet,dadsonworldwide
[3] janeeopie,ghoppe
[3] ale_battini,carlsmythe
[3] carlsmythe,boastira

Top Word Pairs in Tweet in G6:
[6] 2019,ncov
[5] sars,cov
[3] november,2019
[2] 40,45
[2] co,lemsbcxiwu
[2] lemsbcxiwu,co
[2] co,72no5hqzfr
[2] 72no5hqzfr,co
[2] co,wzsd0tazcl
[2] sars,cov2

Top Word Pairs in Tweet in G7:
[34] sars,cov
[29] cdcによるpcrの推奨が変更に,sars
[29] cov,2感染者への濃厚接触があったら
[29] 2感染者への濃厚接触があったら,症状がなくても検査を推奨する
[29] 症状がなくても検査を推奨する,ことになりました
[29] ことになりました,この場合
[29] この場合,検査陰性でも感染しているとは限らない
[29] 検査陰性でも感染しているとは限らない,検査陰性でも14日間自己隔離する
[29] 検査陰性でも14日間自己隔離する,とも書かれています
[28] ryoma_tanaka,cdcによるpcrの推奨が変更に

Top Word Pairs in Tweet in G8:
[54] cas,contacts
[40] lci,#covid19
[29] #covid19,olivierveran
[18] olivierveran,cas
[18] contacts,cas
[18] contacts,sont
[18] sont,cas
[18] contacts,faut
[18] faut,assurer
[18] assurer,priorité

Top Word Pairs in Tweet in G9:
[30] sep,18
[30] 18,cdc
[30] cdc,testing
[30] testing,guidelines
[30] guidelines,update
[30] update,close
[30] close,contact
[30] contact,such
[30] such,within
[30] within,feet

Top Word Pairs in Tweet in G10:
[4] september,17
[4] 17,2020
[3] supermikhail1,milhouse_van_ho
[3] milhouse_van_ho,randyhillier
[3] randyhillier,relevant
[3] relevant,ontario
[3] ontario,phol
[3] phol,published
[3] published,rtpcr
[3] rtpcr,parameters

Top Replied-To
Top Replied-To in Entire Graph:
@oncall4on
@pallidus81
@navedelmisterio
@tef
@cdcgov
@mlilleker
@ayanperl
@delcastanedo
@plaforscience
@maskedfarmer

Top Replied-To in G1:
@cdcgov
@joaqmorera
@nauscopio
@angie_rasmussen

Top Replied-To in G2:
@juliettekayyem

Top Replied-To in G3:
@potatoes187
@ealturner
@socksonat3am

Top Replied-To in G5:
@landau_18901
@untilicanthink
@kathmarval
@ephesians6__12
@angela_bower

Top Replied-To in G6:
@navedelmisterio
@ayanperl
@plaforscience
@delcastanedo
@mullemanie
@imdarrendunn2
@pouriaaa
@gummibear737
@__ice9
@100000mafaldas

Top Replied-To in G7:
@avoid_cs

Top Replied-To in G10:
@oncall4on
@jordanschachtel
@supermikhail1
@roccogalatilaw
@denisrancourt
@complexsimon

Top Mentioned
Top Mentioned in Entire Graph:
@cdcgov
@linseymarr
@j_g_allen
@ashishkjha
@barney1776
@juliettekayyem
@lci
@gisaid
@nextstrain
@olivierveran

Top Mentioned in G1:
@cdcgov
@linseymarr
@j_g_allen
@ashishkjha
@scottjbecker
@johnbasham
@drmt
@uofcahealth
@inquisitivegyn
@carrie_byington

Top Mentioned in G2:
@barney1776
@juliettekayyem
@linseymarr
@cdcgov
@ashishkjha
@j_g_allen

Top Mentioned in G3:
@gisaid
@nextstrain
@lunera_luz
@taoofthedow
@angela_bower
@donna_in_heaven
@joursansfin
@ins_peru
@prisonplanet
@lci

Top Mentioned in G4:
@medical_news_j
@druida2011

Top Mentioned in G5:
@ianfmusgrave
@eddarrell
@stopvaxxedlies
@smcwoof
@covidmillion
@_mamadeb
@mcfunny
@monstercoyliar
@lauradekker1
@geoffschuler

Top Mentioned in G6:
@hendrikstreeck
@alistairhaimes
@fatemperor
@daniellevitt22
@navedelmisterio
@itsandorfi
@al_otro_lado_
@grahamburnside
@quare_man
@chgefaell

Top Mentioned in G7:
@ryoma_tanaka
@carpe_diem0820
@hichachu
@kenmomd
@linseymarr
@cdcgov

Top Mentioned in G8:
@lci
@olivierveran
@tf1lejt

Top Mentioned in G9:
@sigal_md
@carlosdelrio7

Top Mentioned in G10:
@fordnation
@milhouse_van_ho
@randyhillier
@celliottability
@fche
@supermikhail1
@johndifool23
@proemark
@oncall4on
@kerpen

Top Tweeters
Top Tweeters in Entire Graph:
@lopezgovlaw
@canarioacosado
@saki_tokyojapan
@backstorymom1
@joannecangal
@marialves53
@profeborto
@lizditz
@eddarrell
@radiorockpuro

Top Tweeters in G1:
@backstorymom1
@ndylan1
@ketaminh
@yayayarndiva
@cnbsnana
@tiniskwerl
@njdoc
@adekleine
@maripuerta
@demfromct

Top Tweeters in G2:
@joannecangal
@lizditz
@sar_oso
@tinamorphis
@mms5048
@lkjtexas
@carrybeyond
@debbie_dease
@stunnatiff
@nancysa45944060

Top Tweeters in G3:
@viralvideovlogs
@meloniasherban
@lunera_luz
@antifadisabled
@quibaldova
@alvisyma
@descalzava
@gonzycuervo
@thevanitypond
@flutrackers

Top Tweeters in G4:
@medical_news_j
@psycho_doll__
@arabonita_
@ffranouche
@keisisqrl
@slashplus
@kosmar
@tinman1295
@drhalat
@german_dictator

Top Tweeters in G5:
@eddarrell
@mwforhr
@_mamadeb
@beckyjohnson222
@monstercoyliar
@haveaconcern
@frankdelia7
@mcfunny
@carlsmythe
@geoffschuler

Top Tweeters in G6:
@navedelmisterio
@fatemperor
@elinlowri
@justin_hart
@__ice9
@kylamb8
@alistairhaimes
@keeper_86
@ethicalskeptic
@mikegal041

Top Tweeters in G7:
@uchida_kawasaki
@iwj_kb_sptr
@chacojapan
@howling18
@araran100
@syakekichi
@xyx_is
@mushi_kurotowa
@1905tor
@standardtherap

Top Tweeters in G8:
@the_best_man_57
@mpassy_jr
@cymaronet
@steffymunch
@dora_chi
@chacha01591
@jardifruit
@rhoneantenne69
@aureiien_b
@timmynolie

Top Tweeters in G9:
@auntsophie1
@swmstn2
@kevinkresse
@txkaty1
@pam_newlife
@sassistheword
@rainerickson
@truth_spreader
@smacmillanmd
@infectiousdz

Top Tweeters in G10:
@kerpen
@robinmartinpc
@fche
@complexsimon
@erinotoole
@oncall4on
@jordanschachtel
@dockaurg
@thejagmeetsingh
@pattyhajdu


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