NCoV, Twitter, 3/6/2021 8:06:39 PM, 250218


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NCoV_2021-03-06_03-07-01.xlsx
NCoV_2021-03-06_03-07-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 06, 2021
Short Description:
NCoV via NodeXL https://bit.ly/3sURILF
@cdcgov
@viralvideovlogs
@abirballan
@jwspry
@usashopper
@dloesch
@gogopclub
@who
@saludpublicaes
@drericding

Top hashtags:
#covid19
#mask
#新型コロペウイルス
#新型コロナウイルス
#sarscov2
#covid_19
#いばらきアマビエちゃん
#coronavirus

Description:
Description
The graph represents a network of 8,106 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 Saturday, 06 March 2021 at 11:18 UTC.

The requested start date was Saturday, 06 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 3-day, 22-hour, 28-minute period from Monday, 01 March 2021 at 15:08 UTC to Friday, 05 March 2021 at 13:36 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 : 8106
Unique Edges : 3884
Edges With Duplicates : 12614
Total Edges : 16498
Number of Edge Types : 5
Retweet : 5150
MentionsInRetweet : 6338
Tweet : 1447
Replies to : 938
Mentions : 2625
Self-Loops : 1482
Reciprocated Vertex Pair Ratio : 0.00630676084762866
Reciprocated Edge Ratio : 0.0125344697919278
Connected Components : 1295
Single-Vertex Connected Components : 465
Maximum Vertices in a Connected Component : 3899
Maximum Edges in a Connected Component : 10129
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.132245
Graph Density : 0.000121432353822646
Modularity : 0.489789
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 8,106 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 Saturday, 06 March 2021 at 11:18 UTC.

The requested start date was Saturday, 06 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 3-day, 22-hour, 28-minute period from Monday, 01 March 2021 at 15:08 UTC to Friday, 05 March 2021 at 13:36 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:
[534] https://www.cdc.gov/coronavirus/2019-ncov/travelers/testing-international-air-travelers.html
[95] https://www.cdc.gov/coronavirus/2019-ncov/your-health/effective-masks.html
[72] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/ventilation.html
[69] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[57] https://espanol.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/ventilation.html
[53] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[52] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[51] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/facts.html
[45] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/faq.html
[43] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/about-face-coverings.html

Top URLs in Tweet in G1:
[12] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/ventilation.html
[11] https://www.cdc.gov/coronavirus/2019-ncov/your-health/effective-masks.html
[11] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/faq.html
[11] https://www.cdc.gov/coronavirus/2019-nCoV/index.html
[10] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/vaccine-benefits.html
[7] https://www.cdc.gov/coronavirus/2019-ncov/need-extra-precautions/pregnancy-breastfeeding.html
[7] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/managing-stress-anxiety.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/faq.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/index.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/vsafe.html

Top URLs in Tweet in G2:
[524] https://www.cdc.gov/coronavirus/2019-ncov/travelers/testing-international-air-travelers.html
[1] https://danaloesch.substack.com/p/the-rage-hypocrisy-over-texass-reopening

Top URLs in Tweet in G3:
[23] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/ciutadania/mesures/8-marc/
[14] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/facts.html
[11] https://www.cdc.gov/coronavirus/2019-ncov/your-health/effective-masks.html
[11] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[11] https://ncov.se
[10] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/vaccine-benefits.html
[10] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/about-face-coverings.html
[10] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/ventilation.html
[10] https://www.pref.chiba.lg.jp/shippei/press/2019/ncov-index.html
[8] https://www.cdc.gov/coronavirus/2019-ncov/transmission/variant-cases.html

Top URLs in Tweet in G4:
[3] https://www.who.int/publications/i/item/WHO-2019-nCoV-prophylaxes-2021-1
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[2] https://www.who.int/publications/i/item/WHO-2019-nCoV-IPC_Masks-Children-2020.1
[1] https://twitter.com/who/status/1366837378824953856
[1] https://www.umms.org/coronavirus/what-to-know/masks/wearing-mask#:~:text=Cloth%20face%20masks%20are%20effective,to%20reach%20other%20people
[1] https://medical.mit.edu/covid-19-updates/2020/07/do-cloth-masks-work
[1] https://www.mayoclinic.org/diseases-conditions/coronavirus/in-depth/coronavirus-mask/art-20485449
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[1] https://www.hopkinsmedicine.org/health/conditions-and-diseases/coronavirus/coronavirus-face-masks-what-you-need-to-know
[1] https://www.ucsf.edu/news/2020/06/417906/still-confused-about-masks-heres-science-behind-how-face-masks-prevent

Top URLs in Tweet in G5:
[36] https://nextstrain.org/ncov
[17] https://bit.ly/37WpEja
[16] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_325_COVID-19.pdf
[16] https://bit.ly/3q93yA7
[13] https://nextstrain.org/ncov/europe
[9] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/situacionActual.htm
[6] http://www.navarra.es/home_es/Gobierno+de+Navarra/Organigrama/Los+departamentos/Salud/Organigrama/Estructura+Organica/Instituto+Navarro+de+Salud+Publica/Publicaciones/Publicaciones+profesionales/Epidemiologia/InformesVigilanciaEpidemiologia2021.htm
[4] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/ciudadania.htm
[4] https://nextstrain.org/ncov/north-america
[4] https://nextstrain.org/ncov/oceania

Top URLs in Tweet in G6:
[9] https://www.cdc.gov/coronavirus/2019-ncov/lab/virus-requests.html?CDC_AA_refVal=https%3A%2F%2Fwww.cdc.gov%2Fcoronavirus%2F2019-ncov%2Flab%2Ftool-virus-requests.html
[2] https://www.zoeharcombe.com/2020/12/chadox1-ncov-19-the-lancet-papers/
[2] https://nextstrain.org/ncov/global
[1] https://apps.who.int/iris/bitstream/handle/10665/332293/WHO-2019-nCov-IPC_Masks-2020.4-eng.pdf?sequence=1&isAllowed=y
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/planning-scenarios.html
[1] https://www.eurosurveillance.org/content/10.2807/1560-7917.ES.2020.25.3.2000045
[1] https://www.cdc.gov/coronavirus/2019-nCoV/index.html
[1] https://www.fda.gov/media/134922/download
[1] https://www.who.int/influenza/publications/public_health_measures/publication/en/
[1] https://www.who.int/publications/i/item/advice-on-the-use-of-masks-in-the-community-during-home-care-and-in-healthcare-settings-in-the-context-of-the-novel-coronavirus-(2019-ncov)-outbreak

Top URLs in Tweet in G7:
[33] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[5] https://www.pref.ibaraki.jp/1saigai/2019-ncov/documents/210304_shiryoteikyo.pdf
[4] https://www.pref.ibaraki.jp/1saigai/2019-ncov/documents/210302_shiryoteikyo.pdf
[4] https://www.pref.ibaraki.jp/1saigai/2019-ncov/documents/210301_shiryouteikyou.pdf
[2] https://www.city.yuki.lg.jp/sp/page/page006158.html
[2] https://news.yahoo.co.jp/articles/cfd9d7de1d91b678fa335e2e1e29aa68eb2bfa68
[1] https://news.yahoo.co.jp/articles/5216309ccb17c4480791108e4c4a1f89f5894338
[1] https://news.yahoo.co.jp/articles/377467307f27c62af2a28784583d09fed29510ba

Top URLs in Tweet in G8:
[4] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/ventilation.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/community/ventilation.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/masks-protect-you-and-me.html
[1] https://cdc.gov/
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/about-face-coverings.html
[1] https://www.bag.admin.ch/dam/bag/de/dokumente/mt/k-und-i/aktuelle-ausbrueche-pandemien/2019-nCoV/covid-19-woechentlicher-lagebericht.pdf.download.pdf/BAG_COVID-19_Woechentliche_Lage.pdf
[1] https://www.cdc.gov/coronavirus/2019-ncov/downloads/community/schools-childcare/K-12-Operational-Strategy-2021-2-12.pdf
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/planning-scenarios.html
[1] https://health-infobase.canada.ca/covid-19/epidemiological-summary-covid-19-cases.html#a7
[1] https://www.cdc.gov/coronavirus/2019-ncov/transmission/variant.html

Top URLs in Tweet in G9:
[6] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_325_COVID-19.pdf
[3] https://vacunacovid.gob.es
[3] https://bit.ly/37WpEja
[3] https://bit.ly/3q93yA7
[2] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/COVID19_Medidas_centros_educativos_Curso_2020_2021.pdf
[1] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/pruebaCovid19.pdf
[1] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/COVID19_Ventilacion.pdf
[1] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/estrategia/medidasPrevCCAA.htm
[1] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/telefonos.htm
[1] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/COVID19_gestion_emocional.pdf

Top URLs in Tweet in G10:
[13] https://www.health.gov.au/news/health-alerts/novel-coronavirus-2019-ncov-health-alert/coronavirus-covid-19-current-situation-and-case-numbers
[12] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/cloth-face-cover-guidance.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/long-term-effects.html
[2] https://www.pnas.org/content/118/4/e2014564118
[1] https://twitter.com/JemmaMoran/status/1347920935639248898
[1] https://twitter.com/anthonyfurey/status/1366015078684893185
[1] https://twitter.com/realdylanriccio/status/1366869111347814410
[1] https://twitter.com/ritapanahi/status/1367661774992863234
[1] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/covidview/index.html

Top Domains
Top Domains in Tweet in Entire Graph:
[2260] cdc.gov
[196] gob.es
[156] recombinomics.co
[115] nextstrain.org
[103] who.int
[93] twitter.com
[92] bit.ly
[86] lg.jp
[84] ibaraki.jp
[61] gencat.cat

Top Domains in Tweet in G1:
[232] cdc.gov
[13] twitter.com
[5] bit.ly
[4] usa.gov
[4] wikipedia.org
[4] cms.gov
[3] delaware.gov
[3] nypost.com
[2] msn.com
[2] cnbc.com

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

Top Domains in Tweet in G3:
[317] cdc.gov
[36] gob.es
[30] twitter.com
[29] gencat.cat
[26] lg.jp
[22] bit.ly
[17] ibaraki.jp
[12] nextstrain.org
[12] scholarsportal.info
[11] ift.tt

Top Domains in Tweet in G4:
[6] who.int
[6] cdc.gov
[2] twitter.com
[1] umms.org
[1] mit.edu
[1] mayoclinic.org
[1] hopkinsmedicine.org
[1] ucsf.edu
[1] theconversation.com
[1] nature.com

Top Domains in Tweet in G5:
[73] nextstrain.org
[44] gob.es
[33] bit.ly
[16] navarra.es
[5] cdc.gov
[3] covid-kensa.com
[3] co.jp
[2] go.jp
[2] who.int
[1] go.kr

Top Domains in Tweet in G6:
[15] cdc.gov
[3] who.int
[2] zoeharcombe.com
[2] nextstrain.org
[1] eurosurveillance.org
[1] fda.gov
[1] gob.es

Top Domains in Tweet in G7:
[46] ibaraki.jp
[4] co.jp
[2] lg.jp

Top Domains in Tweet in G8:
[19] cdc.gov
[3] twitter.com
[2] who.int
[1] admin.ch
[1] canada.ca
[1] tableau.com
[1] ducotedelascience.org
[1] paediatrieschweiz.ch
[1] nature.com
[1] bit.ly

Top Domains in Tweet in G9:
[23] gob.es
[6] bit.ly
[1] gencat.cat

Top Domains in Tweet in G10:
[28] cdc.gov
[13] gov.au
[5] twitter.com
[2] pnas.org
[1] who.int
[1] nextstrain.org
[1] mayoclinic.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1767] covid19
[301] mask
[251] 新型コロペウイルス
[100] 新型コロナウイルス
[95] sarscov2
[95] covid_19
[85] いばらきアマビエちゃん
[69] coronavirus
[55] importante
[52] 3월_2일_0시_기준



Top Hashtags in Tweet in G1:
[587] covid19
[279] mask
[12] wearamask
[8] new
[7] dyk
[7] masks
[7] slamthescamchat
[6] covid
[6] travel
[6] ncpw2021

Top Hashtags in Tweet in G3:
[104] covid19
[27] coronavirus
[21] covid
[8] wearamask
[8] vaccine
[8] sarscov2
[6] 新型コロペウイルス
[6] 蜨åÿžçœœ
[5] cdc
[4] quã©dateencasa

Top Hashtags in Tweet in G4:
[333] covid19
[4] mask
[1] coronavirus
[1] wuhan
[1] china

Top Hashtags in Tweet in G5:
[115] covid19
[37] sarscov2
[36] opendata
[27] 6m
[4] coronavirusnavarra
[4] navarra
[4] koronabirusanafarroa
[4] nafarroa
[4] documentosprl
[4] higienejcyl

Top Hashtags in Tweet in G6:
[1] downingstreetbriefing

Top Hashtags in Tweet in G7:
[243] 新型コロペウイルス
[96] 新型コロナウイルス
[84] いばらきアマビエちゃん
[3] いばらきアマビエちゃん
[2] 結åÿžå¸‚
[1] 龍ケ崎
[1] 龍ケ崎市コロナ対策
[1] 龍ケ崞
[1] 龍ケ崞市コロペ対策

Top Hashtags in Tweet in G8:
[97] covid19
[6] coronainfoch
[2] covidisairborne
[2] ventilation
[1] kf94

Top Hashtags in Tweet in G9:
[177] covid19
[9] ventilaciã³n
[8] 6m
[5] bondia
[5] lagarriga
[3] vacunacovid19
[3] yomevacuno

Top Hashtags in Tweet in G10:
[9] covid19
[2] influenza
[1] mainstreammedia
[1] covid1984

Top Words
Top Words in Tweet in Entire Graph:
[4584] æ
[2727] ç
[2498] ì
[1767] #covid19
[1765] ãƒ
[1402] covid
[1214] ë
[1204] 19
[965] cdcgov
[905] cdc

Top Words in Tweet in G1:
[891] cdcgov
[587] #covid19
[432] more
[380] getting
[344] mask
[299] stop
[282] improve
[279] #mask
[275] fits
[274] layers

Top Words in Tweet in G2:
[524] note
[524] negative
[524] test
[524] before
[524] boarding
[524] flight
[524] reenter
[523] dloesch

Top Words in Tweet in G3:
[262] covid
[249] 19
[174] æ
[127] ç
[125] ãƒ
[104] cdc
[104] #covid19
[102] vaccine
[74] more
[72] ncov

Top Words in Tweet in G4:
[333] #covid19
[325] prevent
[313] infection
[312] anti
[312] inflammatory
[312] drug
[312] hydroxychloroquine
[312] used
[312] people
[311] accordinâ

Top Words in Tweet in G5:
[118] gisaid
[115] #covid19
[99] sanidadgob
[93] nextstrain
[65] thanks
[63] krisp_news
[63] rjlessells
[58] datos
[49] sequences
[48] materiales

Top Words in Tweet in G6:
[320] risk
[289] abirballan
[175] infection
[162] 19
[161] covid
[161] very
[161] few
[160] presents
[160] high
[160] negligible

Top Words in Tweet in G7:
[3328] æ
[1863] ç
[740] æœ
[575] ãƒ
[540] ÿæÿ
[332] ibaraki_kouhou
[294] šã
[272] åž
[270] ペã
[266] æƒ

Top Words in Tweet in G8:
[131] air
[109] drericding
[109] cdc
[104] guidance
[97] #covid19
[95] schools
[94] windows
[93] released
[93] indoor
[93] emphasize

Top Words in Tweet in G9:
[181] saludpublicaes
[177] #covid19
[92] hoy
[54] datos
[53] frente
[52] contacto
[52] dosis
[51] estrecho
[51] positivo
[50] consulta

Top Words in Tweet in G10:
[28] gregabbott_tx
[21] jwspry
[13] wearing
[13] innocuous
[12] healthy
[12] more
[11] age
[11] face
[11] ianmsc
[10] person

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1111] æ,æ
[1073] covid,19
[857] ì,ì
[798] æœ,æ
[657] æ,ÿæÿ
[585] ÿæÿ,ç
[525] note,negative
[525] negative,test
[525] test,before
[525] before,boarding

Top Word Pairs in Tweet in G1:
[269] respiratory,droplets
[268] improve,#mask
[268] #mask,fits
[268] fits,protects
[268] protects,pick
[268] pick,mask
[268] mask,layers
[268] layers,stop
[268] stop,more
[268] more,respiratory

Top Word Pairs in Tweet in G2:
[524] note,negative
[524] negative,test
[524] test,before
[524] before,boarding
[524] boarding,flight
[524] flight,reenter
[523] dloesch,note

Top Word Pairs in Tweet in G3:
[221] covid,19
[45] learn,more
[43] ãƒ,ãƒ
[42] 19,vaccine
[32] 2019,ncov
[30] 19,vaccines
[25] æ,ÿæÿ
[24] åž,ãƒ
[22] ãƒ,ペã
[22] ペã,ãƒ

Top Word Pairs in Tweet in G4:
[312] anti,inflammatory
[312] inflammatory,drug
[312] drug,hydroxychloroquine
[312] hydroxychloroquine,used
[312] used,prevent
[312] prevent,infection
[312] infection,people
[312] people,#covid19
[311] #covid19,accordinâ
[43] strong,recommendation

Top Word Pairs in Tweet in G5:
[63] krisp_news,rjlessells
[51] nextstrain,gisaid
[48] datos,#covid19
[48] materiales,coronavirus
[45] rjlessells,tuliodna
[45] tuliodna,eduanwilkinson
[36] thanks,#opendata
[36] #opendata,sharing
[36] sharing,gisaid
[36] gisaid,we've

Top Word Pairs in Tweet in G6:
[161] covid,19
[161] very,few
[160] 19,presents
[160] presents,high
[160] high,risk
[160] risk,very
[160] few,negligible
[160] negligible,risk
[160] risk,many
[160] many,infection

Top Word Pairs in Tweet in G7:
[989] æ,æ
[734] æœ,æ
[532] æ,ÿæÿ
[519] ÿæÿ,ç
[272] åž,ãƒ
[270] ãƒ,ペã
[270] ペã,ãƒ
[270] ãƒ,æ
[260] æ,ç
[260] ç,æ

Top Word Pairs in Tweet in G8:
[94] guidance,schools
[93] cdc,released
[93] released,indoor
[93] indoor,air
[93] air,guidance
[93] schools,#covid19
[93] #covid19,emphasize
[93] windows,using
[93] using,portable
[60] drericding,hugeâ

Top Word Pairs in Tweet in G9:
[54] datos,#covid19
[53] frente,#covid19
[51] contacto,estrecho
[49] consulta,informe
[49] informe,actividad
[49] actividad,proceso
[49] #covid19,hoy
[49] dosis,distribuidas
[46] saludpublicaes,consulta
[43] primer,caso

Top Word Pairs in Tweet in G10:
[10] healthy,person
[10] person,age
[10] age,wearing
[10] wearing,global
[10] global,face
[10] face,propaganda
[10] propaganda,period
[10] period,source
[10] source,ianmsc
[9] more,effective

Top Replied-To
Top Replied-To in Entire Graph:
@gisaid
@salud_na
@cdcgov
@z_mutoh
@educationgovuk
@blue_ncov
@pahousegop
@byuoritter
@daoyu15
@nutsy5050

Top Replied-To in G1:
@cdcgov
@ecdoh
@larmbrust
@sunnyfla2
@carolinecalcote
@opencusdschools
@cdcdirector
@1dalm
@bruinspatsrrr
@jamesbmeigs

Top Replied-To in G3:
@byuoritter

Top Replied-To in G4:
@nypost
@govwhitmer
@dabush4432
@adrianabarton
@agatamar

Top Replied-To in G5:
@gisaid
@salud_na
@anamzl
@fusu3
@phylogenomics
@hpolymenis
@tijnbroekman
@wdraktuell
@taborjeva

Top Replied-To in G6:
@robinmonotti
@toni17lopez
@abirballan
@jenspujol
@christi46847375
@lawnmow59178367

Top Replied-To in G8:
@marekjarczynski
@christineloriol
@pennylane1357
@talandzes
@chli_
@kanton_bern
@dgurdasani1
@tomjohnson3rd
@drericding
@hitrecordjoe

Top Replied-To in G10:
@gregabbott_tx
@zere_ow
@smith_rob2
@lupinator101
@danielcolclas
@winojanet
@voluntaryonly
@r_walles
@thump4pres

Top Mentioned
Top Mentioned in Entire Graph:
@cdcgov
@dloesch
@who
@ibaraki_kouhou
@abirballan
@saludpublicaes
@salutcat
@sanidadgob
@drericding
@cdcemergency

Top Mentioned in G1:
@cdcgov
@cdcemergency
@hhsgov
@surgeon_general
@cdctravel
@cdc_drh
@cdcdirector
@fema
@aphl
@armymedeurope

Top Mentioned in G2:
@dloesch

Top Mentioned in G3:
@taro_010
@whitesnowrosejp
@polindromes
@apicslleida
@conceptengager
@valdescabb

Top Mentioned in G4:
@who
@mvankerkhove
@cdcgov
@diazjv
@drtedros
@drmikeryan
@doctorsoumya
@gabbystern
@paulogustavo
@govwhitmer

Top Mentioned in G5:
@sanidadgob
@gisaid
@nextstrain
@krisp_news
@rjlessells
@um5rabat
@tuliodna
@eduanwilkinson
@nswhpathology
@esrnewzealand

Top Mentioned in G6:
@abirballan
@9thfloor
@robinmonotti
@swifty_s
@kilocurie
@ivaningrad
@toni17lopez
@drhalat
@dloesch
@marco91082303

Top Mentioned in G7:
@ibaraki_kouhou
@chikusei_city
@tsukubais
@igarashitatsuo
@ryugasaki_city
@blurmyu
@yuki_city

Top Mentioned in G8:
@drericding
@bag_ofsp_ufsp
@jljcolorado
@kanton_bern
@raulwilliems
@dgurdasani1
@cdcgov
@fashnactivists
@unders
@a_geitchlyufe

Top Mentioned in G9:
@saludpublicaes
@sanidadgob
@educaciongob
@ajlagarriga
@delegobcataluna
@salutcat

Top Mentioned in G10:
@gregabbott_tx
@jwspry
@ianmsc
@abirballan
@leleana
@thrillho22
@johnrobertsfox
@rebeccamccoy
@wissamazma
@milldog13

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@sectest9
@hjlv2378
@threadreaderapp
@solutioneer72
@lopezgovlaw
@littlebytesnews
@kat4obama
@languillem
@rjber15

Top Tweeters in G1:
@solutioneer72
@kat4obama
@k1a1zzz
@rosenchild
@akuma_river
@phendricks71
@hijcp
@loyalfan1
@wadakashiho
@rebellegrrl

Top Tweeters in G2:
@tahdeetz
@schwingcat
@cannoneerfour
@irritatedwoman
@grizzlyjoeshow
@kaci1951
@jts_1957
@sioxielegend
@dhallnole
@politiwars

Top Tweeters in G3:
@languillem
@delta
@gooochin
@golos_ukraine
@shanghai_info
@tomo_hiko
@friedrichhayek
@t_dot_lee_phd
@haolethai
@aureliobelandom

Top Tweeters in G4:
@rjber15
@sherbah46958042
@slimchick1900
@23alzat
@loulachat
@suekhi
@protestmusica
@btzmedina
@dev_discourse
@thestephenralph

Top Tweeters in G5:
@caval100
@viralvideovlogs
@edgardogarciasa
@474ntx4
@now_justice
@marypgkeating
@laporres
@monasmitte
@patricruzlopez
@inmavelascojuez

Top Tweeters in G6:
@copyofone
@ele9061
@maegan_laporte
@sophieblack2016
@ysbrydshadow
@villaratorules
@neasdenparade
@wealdengirl
@alohaevery1
@johnbro13002328

Top Tweeters in G7:
@shintochigi1
@ktaros2
@noel_hasui
@shirayukihime_p
@yasu_osugi
@sgr_kn
@hoshiringo
@yana_3001
@dummyxtweet
@kazubachev

Top Tweeters in G8:
@sosorasora3
@mtinamorgan
@scratchinpro
@lauferlaw
@suki3hunna
@lula_reh
@syawal
@m1chellemor3no
@carmosteph
@susanchubb1

Top Tweeters in G9:
@mariaperezpere
@937908mcm
@demiurgotuiter
@kiliancd
@clare1959
@chache_dioni
@j_a_serrano
@varanya777
@valdiviesojavi
@pgmelendezhg

Top Tweeters in G10:
@stevekloscak
@rf_jenkins
@usashopper
@havenaar64
@levyloiseau
@newaigreen
@dallasnews
@jwspry
@bluesjack42
@winojanet


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