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SARS-NCOV_2020-09-25_02-37-45.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
September 25, 2020
Short Description:
SARS-NCOV via NodeXL https://bit.ly/367XBgq
@cdcgov
@technokres
@linseymarr
@juliettekayyem
@barney1776
@hichachu
@j_g_allen
@ashishkjha
@mikimikan77
@ryoma_tanaka

Top hashtags:
#covid19
#sarscov2
#opendata
#coronavirus
#sars_cov_2
#la26
#direct
#covid_19

Description:
Description
The graph represents a network of 1,486 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, 25 September 2020 at 09:39 UTC.

The requested start date was Friday, 25 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, 16-hour, 22-minute period from Friday, 11 September 2020 at 07:16 UTC to Thursday, 24 September 2020 at 23:38 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 : 1486
Unique Edges : 1656
Edges With Duplicates : 2200
Total Edges : 3856
Number of Edge Types : 5
Replies to : 120
Mentions : 491
Retweet : 947
MentionsInRetweet : 2109
Tweet : 189
Self-Loops : 216
Reciprocated Vertex Pair Ratio : 0.00475435816164818
Reciprocated Edge Ratio : 0.00946372239747634
Connected Components : 203
Single-Vertex Connected Components : 67
Maximum Vertices in a Connected Component : 597
Maximum Edges in a Connected Component : 2184
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.214322
Graph Density : 0.00114922214518446
Modularity : 0.553262
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 1,486 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, 25 September 2020 at 09:39 UTC.

The requested start date was Friday, 25 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, 16-hour, 22-minute period from Friday, 11 September 2020 at 07:16 UTC to Thursday, 24 September 2020 at 23:38 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:
[56] https://nextstrain.org/ncov
[38] https://www.cdc.gov/coronavirus/2019-ncov/hcp/testing-overview.html
[36] 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
[10] https://www.lci.fr/sante/en-direct-covid-19-coronavirus-epidemie-pandemie-deuxieme-vague-plusieurs-centaines-de-manifestants-a-marseille-contre-les-mesures-gouvernementales-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
[6] http://natrom.hatenablog.com/entry/2020/06/15/113000
[5] 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

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
[3] https://nextstrain.org/ncov/south-america
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235266
[3] https://flutrackers.com/forum/forum/-2019-ncov-new-coronavirus/united-states-2019-ncov/887355-confirmed-cases-of-sars-cov-2-in-animals-in-the-united-states#post892537
[2] https://nextstrain.org/ncov/global
[1] https://nextstrain.org/ncov/asia
[1] https://nextstrain.org/ncov/africa
[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

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
[5] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/how-covid-spreads.html
[3] https://www.lci.fr/sante/en-direct-covid-19-coronavirus-epidemie-pandemie-deuxieme-vague-plusieurs-centaines-de-manifestants-a-marseille-contre-les-mesures-gouvernementales-2161513.html
[2] https://virologyj.biomedcentral.com/track/pdf/10.1186/s12985-020-01401-2
[2] https://eautocheck.de/
[2] https://koronavirus-ncov.ru
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Faction%2FshowPdf%3Fpii%3DS0140-6736%252820%252931866-3&rc=0
[1] https://www.dovemed.com/current-medical-news/chest-ct-findings-coronavirus-disease-covid-19-pneumonia/
[1] https://www.cdc.gov/coronavirus/2019-ncov/animals/animal-testing.html

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:
[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-covid-19-coronavirus-epidemie-pandemie-deuxieme-vague-plusieurs-centaines-de-manifestants-a-marseille-contre-les-mesures-gouvernementales-2161513.html

Top URLs in Tweet in G7:
[2] https://www.publichealthontario.ca/-/media/documents/ncov/main/2020/09/cycle-threshold-values-sars-cov2-pcr.pdf?la=en
[1] https://onlinelibrary.wiley.com/doi/full/10.1002/jmv.25689?cookieSet=1
[1] https://www.certest.es/products/sars-cov-2-orf1ab-and-n-genes/
[1] https://www.certest.es/products/sars-cov-2-s-gene-bd-max-system/
[1] https://lifescience.canvaxbiotech.com/product/ncov-cdc-assays/

Top URLs in Tweet in G8:
[4] https://www.cdc.gov/coronavirus/2019-ncov/hcp/testing-overview.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 G9:
[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 URLs in Tweet in G10:
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/how-covid-spreads.html

Top Domains
Top Domains in Tweet in Entire Graph:
[128] cdc.gov
[68] nextstrain.org
[48] scholarsportal.info
[37] lci.fr
[23] twitter.com
[20] gob.es
[16] publichealthontario.ca
[6] flutrackers.com
[6] hatenablog.com
[5] naukas.com

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
[3] flutrackers.com
[2] cdc.gov
[1] lci.fr

Top Domains in Tweet in G4:
[27] cdc.gov
[11] gob.es
[6] twitter.com
[5] lci.fr
[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:
[25] lci.fr

Top Domains in Tweet in G7:
[2] publichealthontario.ca
[2] certest.es
[1] wiley.com
[1] canvaxbiotech.com

Top Domains in Tweet in G8:
[5] cdc.gov

Top Domains in Tweet in G9:
[8] publichealthontario.ca
[1] clevelandclinic.org

Top Domains in Tweet in G10:
[1] cdc.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[185] covid19
[88] sarscov2
[60] opendata
[31] coronavirus
[21] sars_cov_2
[19] la26
[17] direct
[14] covid_19
[13] expatnoteslux
[12] ncov



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
[2] coronavirus
[1] bcsir
[1] direct
[1] wuhan
[1] sars
[1] breaking
[1] newsreport

Top Hashtags in Tweet in G4:
[16] covid19
[13] coronavirus
[10] sars_cov_2
[10] covid_19
[9] sarscov2
[8] covidー19
[2] pandemic
[2] openaccess
[2] sars
[2] topenews

Top Hashtags in Tweet in G6:
[56] covid19
[19] la26
[16] direct
[7] wuhan
[1] zonerouge
[1] véran
[1] oliviervéran
[1] pointpandémie

Top Words
Top Words in Tweet in Entire Graph:
[854] sars
[515] cov
[391] cdcgov
[367] cdc
[327] linseymarr
[265] months
[263] finally
[257] see
[255] scientists
[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:
[127] cdc
[127] sars
[126] juliettekayyem
[126] confirmed
[126] here's
[126] used
[126] cov
[126] transmitted
[126] aerosols
[126] 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] seqs
[32] updated

Top Words in Tweet in G4:
[67] sars
[58] cov
[43] 19
[41] covid
[31] ncov
[22] 2020
[18] cdc
[17] virus
[16] #covid19
[14] 2019

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:
[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 G7:
[3] hendrikstreeck
[3] co
[2] die
[2] fatemperor
[2] daniellevitt22
[2] alistairhaimes

Top Words in Tweet in G8:
[39] cov
[32] sars
[28] cdcによるpcrの推奨が変更に
[28] 2感染者への濃厚接触があったら
[28] 症状がなくても検査を推奨する
[28] ことになりました
[28] この場合
[28] 検査陰性でも感染しているとは限らない
[28] 検査陰性でも14日間自己隔離する
[28] とも書かれています

Top Words in Tweet in G9:
[7] ontario
[4] oncall4on
[4] fordnation
[4] document
[4] september
[4] 17
[4] 2020
[4] values
[4] sars
[4] cov

Top Words in Tweet in G10:
[26] cdc
[26] revises
[26] guidance
[26] transmission
[26] sars
[26] cov
[26] places
[26] aerosol
[26] ahead
[26] droplet

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[476] 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:
[126] juliettekayyem,confirmed
[126] confirmed,here's
[126] here's,cdc
[126] cdc,used
[126] used,sars
[126] sars,cov
[126] cov,transmitted
[126] transmitted,aerosols
[126] aerosols,censored
[125] 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
[32] we've,updated
[31] #sarscov2,seqs
[23] #sarscov2,sequences
[22] we've,added

Top Word Pairs in Tweet in G4:
[50] sars,cov
[37] covid,19
[12] 2019,ncov
[9] #covid19,#covid_19
[9] 09,2020
[8] sars,ncov
[8] #coronavirus,#covidー19
[8] #covidー19,#covid19
[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:
[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 G8:
[32] sars,cov
[28] cdcによるpcrの推奨が変更に,sars
[28] cov,2感染者への濃厚接触があったら
[28] 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
[28] 症状がなくても検査を推奨する,ことになりました
[28] ことになりました,この場合
[28] この場合,検査陰性でも感染しているとは限らない
[28] 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
[28] 検査陰性でも14日間自己隔離する,とも書かれています
[27] ryoma_tanaka,cdcによるpcrの推奨が変更に

Top Word Pairs in Tweet in G9:
[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 Word Pairs in Tweet in G10:
[26] cdc,revises
[26] revises,guidance
[26] guidance,transmission
[26] transmission,sars
[26] sars,cov
[26] cov,places
[26] places,aerosol
[26] aerosol,ahead
[26] ahead,droplet
[26] droplet,predominant

Top Replied-To
Top Replied-To in Entire Graph:
@oncall4on
@navedelmisterio
@tef
@cdcgov
@mlilleker
@inden_l
@thelawyercraig
@merielmyers
@lohewaliladki
@xarlysm96

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 G7:
@mullemanie
@imdarrendunn2
@pouriaaa
@plaforscience

Top Replied-To in G9:
@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
@flutrackers
@prisonplanet
@lci

Top Mentioned in G4:
@therealjamesbo7
@covid19kau
@medical_news_j
@druida2011

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

Top Mentioned in G6:
@lci
@olivierveran
@tf1lejt

Top Mentioned in G7:
@hendrikstreeck
@fatemperor
@daniellevitt22
@alistairhaimes
@nodoctwix
@venivici27
@justin_hart
@kylamb8
@kerpen
@wespegden

Top Mentioned in G8:
@ryoma_tanaka
@hichachu
@kenmomd
@linseymarr
@cdcgov

Top Mentioned in G9:
@fordnation
@milhouse_van_ho
@randyhillier
@celliottability
@fche
@supermikhail1
@johndifool23
@proemark
@oncall4on
@kerpen

Top Mentioned in G10:
@glbryson
@cdcgov

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
@carrybeyond
@debbie_dease
@stunnatiff
@nancysa45944060
@mitsawokett

Top Tweeters in G3:
@viralvideovlogs
@meloniasherban
@lunera_luz
@anonomouse1981
@benhaygood
@antifadisabled
@quibaldova
@descalzava
@gonzycuervo
@flutrackers

Top Tweeters in G4:
@medical_news_j
@psycho_doll__
@johndalton6011
@arabonita_
@rogowskibubba
@ffranouche
@keisisqrl
@slashplus
@kosmar
@tinman1295

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

Top Tweeters in G6:
@the_best_man_57
@mpassy_jr
@cymaronet
@steffymunch
@dora_chi
@chacha01591
@jardifruit
@rhoneantenne69
@aureiien_b
@timmynolie

Top Tweeters in G7:
@fatemperor
@elinlowri
@justin_hart
@kylamb8
@alistairhaimes
@keeper_86
@ethicalskeptic
@mikegal041
@nodoctwix
@therealarod1984

Top Tweeters in G8:
@uchida_kawasaki
@howling18
@araran100
@syakekichi
@xyx_is
@standardtherap
@taruntarun2
@kaynish
@karaage13dena48
@chiakin103

Top Tweeters in G9:
@kerpen
@robinmartinpc
@fche
@complexsimon
@erinotoole
@oncall4on
@jordanschachtel
@dockaurg
@thejagmeetsingh
@pattyhajdu

Top Tweeters in G10:
@jonrohnson
@benegas_luis
@baconoutlaw
@plumenom
@ayoubdangor
@eva3034385615
@glbryson
@boriszuchner
@docveall
@hottenurse


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