NCoV, Twitter, 9/6/2021 3:11:28 PM, 261300


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NCoV_2021-09-06_02-19-41.xlsx
NCoV_2021-09-06_02-19-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 06, 2021
Short Description:
NCoV via NodeXL https://bit.ly/3jPHsT6
@cdcgov
@chrischirp
@who
@cdcglobal
@justintrudeau
@consultafamili
@corona_ssyt
@saludpublicaes
@krccanuck
@anthonyfurey

Top hashtags:
#covid19
#新型コロナウイルス
#covid_19
#laborday
#vacunación
#deltavariant
#oms
#covid
#pasaportecovid

Description:
Description
The graph represents a network of 8,691 Twitter users whose tweets in the requested range contained "NCoV", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 06 September 2021 at 09:40 UTC.

The requested start date was Monday, 06 September 2021 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 3-day, 13-hour, 55-minute period from Wednesday, 01 September 2021 at 22:29 UTC to Sunday, 05 September 2021 at 12:25 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 : 8691
Unique Edges : 3688
Edges With Duplicates : 11885
Total Edges : 15573
Number of Edge Types : 5
Retweet : 5454
MentionsInRetweet : 5918
Tweet : 1189
Replies to : 1033
Mentions : 1979
Self-Loops : 1230
Reciprocated Vertex Pair Ratio : 0.00463949843260188
Reciprocated Edge Ratio : 0.00923614578132801
Connected Components : 1352
Single-Vertex Connected Components : 470
Maximum Vertices in a Connected Component : 3353
Maximum Edges in a Connected Component : 7367
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.336128
Graph Density : 0.000106084373091272
Modularity : 0.522294
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 8,691 Twitter users whose tweets in the requested range contained "NCoV", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 06 September 2021 at 09:40 UTC.

The requested start date was Monday, 06 September 2021 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 3-day, 13-hour, 55-minute period from Wednesday, 01 September 2021 at 22:29 UTC to Sunday, 05 September 2021 at 12:25 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 : 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:
[252] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[199] https://www.pref.chiba.lg.jp/kenfuku/kansenshou/ncov/kansen-shiyo-sihyou.html
[126] https://www.who.int/publications/i/item/WHO-2019-nCoV-Digital_certificates-vaccination-2021.1
[101] https://www.pref.hiroshima.lg.jp/site/2019-ncov/#status
[74] https://www.cdc.gov/coronavirus/2019-ncov/variants/delta-variant.html
[63] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[60] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/fully-vaccinated-people.html
[54] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Informe_GIV_comunicacion_20210902.pdf
[46] https://www.cdc.gov/coronavirus/2019-ncov/hcp/testing-overview.html
[44] https://www.cdc.gov/coronavirus/2019-ncov/global-covid-19/shielding-approach-humanitarian.html

Top URLs in Tweet in G1:
[2] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/k-12-guidance.html
[1] https://www.bbc.co.uk/news/uk-58418767
[1] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/parent-faqs.html

Top URLs in Tweet in G2:
[9] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/parent-faqs.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/recommendations/pregnancy.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/groups/expect-school-child-care.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/covidview/index.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/prevention.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/operation-strategy.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/booster-shot.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/fully-vaccinated.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/child-care-guidance.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/recommendations/adolescents.html

Top URLs in Tweet in G3:
[24] https://www.who.int/publications/i/item/WHO-2019-nCoV-Digital_certificates-vaccination-2021.1
[14] https://www.niid.go.jp/niid/ja/2019-ncov/2484-idsc/10614-covid19-55.html
[14] http://ncov.mohw.go.kr
[12] https://www.cdc.gov/coronavirus/2019-ncov/global-covid-19/shielding-approach-humanitarian.html
[8] https://www.publichealthontario.ca/-/media/documents/ncov/epi/covid-19-myocarditis-pericarditis-vaccines-epi.pdf?sc_lang=en
[8] https://systems.jhu.edu/research/public-health/ncov/
[7] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2901699-8%2Ffulltext&rc=0
[7] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/ciutadania/mesures/15-juliol/
[6] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[6] https://www.niid.go.jp/niid/ja/2019-ncov/2484-idsc/10623-covid19-57.html

Top URLs in Tweet in G4:
[220] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[7] https://www.pref.ibaraki.jp/1saigai/2019-ncov/ichiran.html
[3] https://www.pref.ibaraki.jp/1saigai/2019-ncov/documents/210901_shiryoteikyo.pdf
[3] https://www.pref.ibaraki.jp/1saigai/2019-ncov/documents/210902_shiryouteikyou.pdf
[1] https://twitter.com/ibaraki_kouhou/status/1434098646358786064
[1] https://twitter.com/Ibaraki_Kouhou/status/1433737675417145346
[1] https://twitter.com/ibaraki_kouhou/status/1433015118158123011
[1] https://twitter.com/Ibaraki_Kouhou/status/1433385676465078280
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2901699-8%2Ffulltext&rc=0
[1] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2488-idsc/iasr-news/10338-496p03.html

Top URLs in Tweet in G5:
[52] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Informe_GIV_comunicacion_20210902.pdf
[16] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_454_COVID-19.pdf
[15] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Informe_GIV_comunicacion_20210901.pdf
[6] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Informe_GIV_comunicacion_20210903.pdf
[5] https://www.vacunacovid.gob.es/
[4] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_453_COVID-19.pdf
[3] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/pbiVacunacion.htm
[2] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/COVID-19_Como_identificare_tus_contactos_estrechos.pdf
[2] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/telefonos.htm
[2] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_455_COVID-19.pdf

Top URLs in Tweet in G6:
[7] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/fully-vaccinated-people.html
[7] https://www.who.int/publications/i/item/WHO-2019-nCoV-Digital_certificates-vaccination-2021.1
[4] https://www.fda.gov/media/134922/download
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/Pfizer-BioNTech.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/variants/delta-variant.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/travelers/testing-international-air-travelers.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/Moderna.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/expect/after.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/global-covid-19/shielding-approach-humanitarian.html

Top URLs in Tweet in G7:
[4] https://www.publichealthontario.ca/-/media/documents/ncov/epi/covid-19-aefi-report.pdf?sc_lang=en
[2] https://www.publichealthontario.ca/-/media/documents/ncov/epi/covid-19-aefi-report.pdf?la=en
[1] https://www.publichealthontario.ca/-/media/documents/ncov/epi/covid-19-myocarditis-pericarditis-vaccines-epi.pdf
[1] https://www.publichealthontario.ca/-/media/documents/ncov/epi/covid-19-epi-confirmed-cases-post-vaccination.pdf?la=en
[1] https://www.cdc.gov/coronavirus/2019-ncov/global-covid-19/shielding-approach-humanitarian.html
[1] https://twitter.com/AlanFitzWalter/status/1434147987391909897
[1] https://twitter.com/Mickmac15085908/status/1434214040205774853?s=20

Top URLs in Tweet in G8:
[19] https://www.who.int/publications/i/item/WHO-2019-nCoV-Digital_certificates-vaccination-technical_briefing-2021.1
[3] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2484-idsc/10501-covid19-48.html
[2] https://patents.google.com/patent/CN112220919A/en
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[1] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2488-idsc/iasr-news/10534-498p01.html
[1] https://www.medicalonline.jp/news.php?t=review&m=topics&date=202106&file=20210610-NEJM-384-1885-T.csv

Top URLs in Tweet in G9:
[2] https://www.who.int/publications/i/item/WHO-2019-nCoV-Digital_certificates-vaccination-2021.1
[1] https://www.who.int/publications/i/item/WHO-2019-nCoV-Digital_certificates-vaccination-technical_briefing-2021.1

Top URLs in Tweet in G10:
[4] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/faq.html?s_cid=10538:%2BWhat%20%2Bis%20%2Bcovid%20%2B19%20%2Bvaccine%20%2Bmade%20%2Bfrom:sem.b:p:RG:GM:gen:PTN:FY21
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/myocarditis.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/toolkits/pdfs/COVID-19_Vaccine-Confidence-in-the-Workplace-508.pdf
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8349442/
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8349442/pdf/main.pdf
[1] https://twitter.com/ViableExistence/status/1421993478557425665
[1] https://www.osha.gov/coronavirus/safework#appendix
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/fully-vaccinated-guidance.html
[1] https://espanol.cdc.gov/coronavirus/2019-ncov/your-health/about-covid-19/caring-for-children/families.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/covidview/index.html

Top Domains
Top Domains in Tweet in Entire Graph:
[1295] cdc.gov
[340] lg.jp
[277] ibaraki.jp
[246] who.int
[239] gob.es
[153] go.jp
[97] recombinomics.co
[90] publichealthontario.ca
[88] twitter.com
[63] nextstrain.org

Top Domains in Tweet in G1:
[3] cdc.gov
[1] co.uk

Top Domains in Tweet in G2:
[112] cdc.gov
[4] twitter.com
[2] bit.ly
[1] dlvr.it
[1] wa.gov
[1] jhu.edu
[1] who.int

Top Domains in Tweet in G3:
[198] cdc.gov
[55] go.jp
[49] who.int
[32] twitter.com
[24] go.kr
[20] lg.jp
[19] gob.es
[15] publichealthontario.ca
[14] elsevierhealth.com
[10] gencat.cat

Top Domains in Tweet in G4:
[233] ibaraki.jp
[4] twitter.com
[1] elsevierhealth.com
[1] go.jp
[1] go.kr

Top Domains in Tweet in G5:
[119] gob.es
[4] navarra.es
[1] twitter.com
[1] elsevierhealth.com
[1] cdc.gov

Top Domains in Tweet in G6:
[21] cdc.gov
[9] who.int
[4] fda.gov
[2] bit.ly
[2] bvsalud.org
[2] nextstrain.org
[1] indiatimes.com
[1] publichealthontario.ca
[1] sickkids.ca
[1] vaccineimpact.com

Top Domains in Tweet in G7:
[8] publichealthontario.ca
[2] twitter.com
[1] cdc.gov

Top Domains in Tweet in G8:
[19] who.int
[4] go.jp
[2] google.com
[1] cdc.gov
[1] medicalonline.jp

Top Domains in Tweet in G9:
[3] who.int

Top Domains in Tweet in G10:
[10] cdc.gov
[2] nih.gov
[1] twitter.com
[1] osha.gov
[1] torontosun.com
[1] publichealthontario.ca

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1418] covid19
[437] 新型コロナウイルス
[92] covid_19
[75] laborday
[64] vacunación
[50] deltavariant
[32] oms
[31] covid
[30] pasaportecovid
[30] coronavirus



Top Hashtags in Tweet in G2:
[1030] covid19
[65] laborday
[45] deltavariant
[22] parents
[12] spreadknowledge
[12] savelives
[7] backtoschool
[5] vaxfact
[4] travel
[4] covid

Top Hashtags in Tweet in G3:
[33] covid19
[13] 보건복지부
[13] klab
[13] korea
[13] covid19korea
[13] data
[7] cdc
[5] ncov
[5] vaccination
[4] yomevacunoseguro

Top Hashtags in Tweet in G4:
[414] 新型コロナウイルス
[13] 守谷市新型コロナウイルス関連情報
[13] 茨城県
[13] 守谷市
[8] いばらきアマビエちゃん
[2] 龍ケ崎
[2] 龍ケ崎市コロナ対策

Top Hashtags in Tweet in G5:
[131] covid19
[61] vacunación
[10] yomevacunoseguro
[4] andalucía
[3] coronavirusnavarra
[3] koronabirusanafarroa
[2] vacunacovid19
[2] mascarilla
[1] quedateencasa
[1] covid_19

Top Hashtags in Tweet in G6:
[5] covid19
[2] coronavirus
[2] science
[1] healthforall
[1] openwho
[1] wuhan
[1] china
[1] auaproud
[1] elxn44
[1] seimcdivulgacion

Top Hashtags in Tweet in G10:
[1] alexjoneswasright
[1] covid19

Top Words
Top Words in Tweet in Entire Graph:
[1704] schools
[1672] make
[1470] health
[1418] #covid19
[1411] public
[1151] trying
[1151] measures
[1148] safer
[1147] problem
[1144] chrischirp

Top Words in Tweet in G1:
[1130] schools
[1129] chrischirp
[1127] instead
[1127] trying
[1127] make
[1127] safer
[1127] public
[1127] health
[1127] england
[1127] simply

Top Words in Tweet in G2:
[1050] cdcgov
[1030] #covid19
[869] vaccinated
[835] masks
[826] children
[760] against
[636] wear
[502] schools
[493] make
[484] 12

Top Words in Tweet in G3:
[208] 19
[190] covid
[143] ncov
[138] 2019
[96] virus
[80] cdc
[67] yang
[55] coronavirus
[49] 2020
[48] pada

Top Words in Tweet in G4:
[414] #新型コロナウイルス
[414] 感染症情報
[414] 本日の新規陽性者数
[414] 本日の退院等回復者数
[414] 現在の入院者数
[414] うち重症者数
[407] ibaraki_kouhou
[310] 詳しくはこちら
[222] 30名
[221] 本日の死亡者数

Top Words in Tweet in G5:
[135] saludpublicaes
[131] #covid19
[101] sanidadgob
[91] informe
[84] actualización
[78] españa
[77] actividad
[62] cuadro
[62] mando
[61] #vacunación

Top Words in Tweet in G6:
[21] justintrudeau
[14] erictopol
[12] much
[12] access
[11] languages
[11] stop
[10] easier
[10] learn
[10] language
[10] providing

Top Words in Tweet in G7:
[129] ontario
[119] myocarditis
[116] anthonyfurey
[116] public
[116] health
[116] report
[115] issued
[115] day
[115] detailing
[115] 202

Top Words in Tweet in G8:
[88] ncov
[87] chadox1
[86] 19
[85] 感染症および寄生虫など
[85] akahiguma
[84] オックスフォード社
[84] アストラゼネカ社のワクチンazd1222
[84] vaxzevria
[84] 24
[84] 029件

Top Words in Tweet in G9:
[117] digital
[116] surprise
[116] gates
[116] rockefeller
[116] foundation's
[116] funding
[116] vax
[116] passport
[115] neversleever
[115] cen

Top Words in Tweet in G10:
[104] تقرير
[104] مقاطعة
[104] أونتاريو
[104] كندا
[104] أكثر
[104] من
[104] 100
[104] شاب
[104] احتاج
[104] للمستشفى

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1389] public,health
[1141] instead,trying
[1141] trying,make
[1141] make,schools
[1141] schools,safer
[1141] safer,public
[1141] health,england
[1141] england,simply
[1141] simply,deny
[1141] deny,problem

Top Word Pairs in Tweet in G1:
[1127] instead,trying
[1127] trying,make
[1127] make,schools
[1127] schools,safer
[1127] safer,public
[1127] public,health
[1127] health,england
[1127] england,simply
[1127] simply,deny
[1127] deny,problem

Top Word Pairs in Tweet in G2:
[728] against,#covid19
[630] wear,masks
[563] vaccinated,against
[455] make,sure
[447] 12,schools
[446] children,vaccinated
[446] #covid19,wear
[446] masks,12
[446] schools,make
[446] sure,child

Top Word Pairs in Tweet in G3:
[165] covid,19
[86] 2019,ncov
[29] chadox1,ncov
[29] ncov,19
[28] virus,corona
[27] novel,coronavirus
[25] coronavirus,2019
[21] sars,cov
[18] 2019,novel
[15] secara,resmi

Top Word Pairs in Tweet in G4:
[414] #新型コロナウイルス,感染症情報
[407] ibaraki_kouhou,#新型コロナウイルス
[222] うち重症者数,30名
[213] 本日の新規陽性者数,263名
[213] 263名,本日の退院等回復者数
[183] 現在の入院者数,440名
[183] 440名,うち重症者数
[121] 感染症情報,9月4日
[121] 9月4日,本日の新規陽性者数
[121] 本日の退院等回復者数,261名

Top Word Pairs in Tweet in G5:
[77] informe,actividad
[73] sanidadgob,actualización
[65] actualización,informe
[62] cuadro,mando
[61] actividad,#vacunación
[61] #vacunación,españa
[61] españa,cuadro
[57] frente,#covid19
[41] bares,restaurantes
[41] restaurantes,terrazas

Top Word Pairs in Tweet in G6:
[10] much,easier
[10] easier,learn
[10] learn,language
[10] language,providing
[10] providing,access
[10] access,knowledge
[10] knowledge,diverse
[10] diverse,national
[10] national,local
[10] local,languages

Top Word Pairs in Tweet in G7:
[116] public,health
[115] health,ontario
[115] ontario,issued
[115] issued,report
[115] report,day
[115] day,detailing
[115] detailing,202
[115] 202,visits
[115] visits,myocarditis
[114] anthonyfurey,public

Top Word Pairs in Tweet in G8:
[87] chadox1,ncov
[85] ncov,19
[84] オックスフォード社,アストラゼネカ社のワクチンazd1222
[84] アストラゼネカ社のワクチンazd1222,vaxzevria
[84] vaxzevria,chadox1
[84] 19,24
[84] 24,029件
[84] 029件,感染症および寄生虫など
[84] 感染症および寄生虫など,内316名死亡
[84] 内316名死亡,ジョンソン

Top Word Pairs in Tweet in G9:
[116] surprise,gates
[116] gates,rockefeller
[116] rockefeller,foundation's
[116] foundation's,funding
[116] funding,digital
[116] digital,vax
[116] vax,passport
[115] neversleever,surprise
[115] passport,cen
[7] recommendations,using

Top Word Pairs in Tweet in G10:
[104] تقرير,مقاطعة
[104] مقاطعة,أونتاريو
[104] أونتاريو,كندا
[104] كندا,أكثر
[104] أكثر,من
[104] من,100
[104] 100,شاب
[104] شاب,احتاج
[104] احتاج,للمستشفى
[104] للمستشفى,بسبب

Top Replied-To
Top Replied-To in Entire Graph:
@aime3verde
@mcfunny
@byuoritter
@z_mutoh
@consdragon64
@djokernole
@razorback11111
@emiliaherault
@thedamanibrown
@fraudfauci1

Top Replied-To in G2:
@cdcgov
@andrewr90894043
@sporksys
@danielsobeslav
@gavinashun
@senatoraument
@smarterparrot
@justthefacts85
@beauharnais
@eliowa

Top Replied-To in G3:
@byuoritter

Top Replied-To in G4:
@kamimasahiro

Top Replied-To in G5:
@salud_na

Top Replied-To in G6:
@consdragon64
@justintrudeau
@sagetwitting
@rockmelody77
@v8stag73
@nucleics_inc
@cotter_dave
@oilerfan9911
@madumane22
@trippytakes

Top Replied-To in G7:
@joe_warmington
@estherwrightman
@demicmilan

Top Replied-To in G8:
@kitamu_cho
@j_sato
@akahiguma

Top Replied-To in G10:
@gregabbott_tx
@shelcou
@chipfranklin
@brendyg50005836

Top Mentioned
Top Mentioned in Entire Graph:
@chrischirp
@cdcgov
@ibaraki_kouhou
@chibaken_kouhou
@saludpublicaes
@anthonyfurey
@neversleever
@motoisuzuki
@dr__yas
@sanidadgob

Top Mentioned in G1:
@chrischirp
@deegilhawley
@cdcdirector
@cdcgov

Top Mentioned in G2:
@cdcgov
@cdcdirector
@wadepthealth
@wahealthsec
@jameshietala
@cdcemergency
@sashaloftis
@cdctravel
@chrischirp
@realtimecovid19

Top Mentioned in G3:
@jerrybuchko
@fr_hossain
@ozparadoxdotcom
@zoroaria11
@crosshairsonyou
@googlemyrna
@adamjsbounds
@doc_mahmoudsaad

Top Mentioned in G4:
@ibaraki_kouhou
@tsukubais
@moriya_citypro
@kamimasahiro
@chikusei_city
@ryugasaki_city

Top Mentioned in G5:
@saludpublicaes
@sanidadgob
@insst_mites_gob
@boticariors
@mianrey
@astrazenecaes
@pifermu
@dgobandalucia
@noticiasgob_na
@salud_na

Top Mentioned in G6:
@who
@justintrudeau
@erictopol
@southcentreppc
@trvrb
@goldnecklace2
@seimc_
@rachelnotley
@hocstaffer
@womaninworld_

Top Mentioned in G7:
@anthonyfurey
@golden_pup
@stack1975
@dockaurg
@mickmac15085908
@joe_warmington
@mamma_tanya

Top Mentioned in G8:
@akahiguma
@hrenpou
@mei98862477
@universalsoftw2
@dhbggfocryypo4u
@ny3durzyxlmqwop
@rocky13396300
@hudikaha
@q3qtv8sivuhbwbn
@j_sato

Top Mentioned in G9:
@neversleever
@bell00david
@sikhfortruth

Top Mentioned in G10:
@dr__yas
@ls_gibson
@pabloaraujogr
@estebanortizmd
@anagomezmd
@e_teran_ec
@monicatarapues
@consultafamili
@brendyg50005836
@itscovidb1tch

Top Tweeters
Top Tweeters in Entire Graph:
@ja8yum
@simanekomama
@stockmarcocosta
@macha_oji
@matiere
@solutioneer72
@rjber15
@7b73f39b85e1415
@delta
@madfall1213

Top Tweeters in G1:
@sandradunn1955
@wildwalkerwoman
@mojos55
@tartancobweb
@thestephenralph
@spanishdan1
@suegray834
@catherinemginn
@stop1984
@paulpaul49

Top Tweeters in G2:
@rjber15
@7b73f39b85e1415
@dancas2
@rosenchild
@viralvideovlogs
@johnjoechad
@teram323tere
@theresamax
@wadakashiho
@jot_au

Top Tweeters in G3:
@matiere
@toicitiesnews
@123trabajo
@himagine_no9
@personalfitnes3
@didaclopez
@metaseco1a
@aureliobelandom
@shige_2haime
@vigilantes_yh

Top Tweeters in G4:
@macha_oji
@amzkhb
@hoikita7
@shirayukihime_p
@sgr_kn
@nyankolers
@dummyxtweet
@aysg180
@0naganuma
@tsaka1

Top Tweeters in G5:
@stockmarcocosta
@caval100
@mariaperezpere
@ridermarina
@sylar_71
@937908mcm
@demiurgotuiter
@andytoronto
@nachoanon
@kiliancd

Top Tweeters in G6:
@eilonwy24
@globalnews
@sagetwitting
@trojas3012
@gabipie1
@sortir_de_l_ue
@digitlspartn
@who
@bret_sears
@einsteinsattic

Top Tweeters in G7:
@happyfinko
@ubipages
@bigdintheboro
@annaalbo2
@cindylouab
@joe_warmington
@annstew80895938
@aletheiaholic
@michael_house9
@evrgreensparky

Top Tweeters in G8:
@dgs128128kh
@loveashxxx
@liamisak_
@ponyoponyossyi
@cocoa919726
@ak87639796
@gaikokujin
@shi000ma
@canonfist
@ginryuuou2

Top Tweeters in G9:
@losemarrp
@dianachic1
@eliz_hightower
@truthseeker6761
@ftimes15
@liarpoliticians
@boenasvoabo
@rennaw
@alliedsniper
@econgregation

Top Tweeters in G10:
@corona_ssyt
@hasan08931491
@kuwait_tt1100
@vip_66m
@xxmohaxx22
@faisal11930
@skyhook52
@mm__ll3
@arnm2222
@consultafamili