NCoV, Twitter, 2/15/2021 4:27:23 PM, 248799


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NCoV_2021-02-15_02-09-21.xlsx
NCoV_2021-02-15_02-09-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 15, 2021
Short Description:
NCoV via NodeXL https://bit.ly/2LQAYoW
@cdcgov
@cdcdirector
@universalmaski2
@drericding
@kawathecathand
@who
@uchida_kawasaki
@nextstrain
@viralvideovlogs
@saludpublicaes

Top hashtags:
#covid19
#new
#新型コロナウイルス
#valentinesday
#coronavirus
#covid
#cdc
#vaccine

Description:
Description
The graph represents a network of 7,819 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, 15 February 2021 at 10:20 UTC.

The requested start date was Monday, 15 February 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, 13-hour, 14-minute period from Thursday, 11 February 2021 at 00:40 UTC to Sunday, 14 February 2021 at 13:55 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 : 7819
Unique Edges : 3381
Edges With Duplicates : 13152
Total Edges : 16533
Number of Edge Types : 5
Tweet : 1268
Retweet : 5741
MentionsInRetweet : 7082
Replies to : 616
Mentions : 1826
Self-Loops : 1299
Reciprocated Vertex Pair Ratio : 0.00469889946828243
Reciprocated Edge Ratio : 0.00935384615384615
Connected Components : 1003
Single-Vertex Connected Components : 413
Maximum Vertices in a Connected Component : 4204
Maximum Edges in a Connected Component : 10452
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.614905
Graph Density : 0.000132915763534726
Modularity : 0.486242
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 7,819 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, 15 February 2021 at 10:20 UTC.

The requested start date was Monday, 15 February 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, 13-hour, 14-minute period from Thursday, 11 February 2021 at 00:40 UTC to Sunday, 14 February 2021 at 13:55 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:
[228] https://www.cdc.gov/coronavirus/2019-ncov/your-health/effective-masks.html
[57] https://www.pref.hiroshima.lg.jp/site/2019-ncov/pcr-202102.html#a3-2-pic
[54] https://www.cdc.gov/coronavirus/2019-ncov/transmission/variant-cases.html
[49] https://espanol.cdc.gov/coronavirus/2019-ncov/your-health/effective-masks.html
[43] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[40] https://www.cdc.gov/coronavirus/2019-ncov/hcp/infection-control-recommendations.html
[38] https://nextstrain.org/ncov/global
[36] https://hiroshima.stopcovid19.jp/
[36] https://www.pref.hiroshima.lg.jp/site/2019-ncov/#status
[35] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/operation-strategy.html

Top URLs in Tweet in G1:
[38] https://www.cdc.gov/coronavirus/2019-ncov/your-health/effective-masks.html
[11] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/expect/after.html
[11] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/mrna.html
[10] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/index.html
[7] https://www.cdc.gov/coronavirus/2019-ncov/need-extra-precautions/people-with-medical-conditions.html
[7] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/index.html
[7] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/holidays/winter.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/forum/index.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/about-face-coverings.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/indicators.html

Top URLs in Tweet in G2:
[54] https://www.cdc.gov/coronavirus/2019-ncov/your-health/effective-masks.html
[12] https://eautocheck.de
[9] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/holidays/winter.html
[7] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[7] https://ncov.se
[6] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/faq.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/transmission/variant-cases.html
[6] https://www.pref.ibaraki.jp/1saigai/2019-ncov/hassei.html
[5] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_310_COVID-19.pdf
[5] https://www.cdc.gov/coronavirus/2019-ncov/if-you-are-sick/quarantine.html

Top URLs in Tweet in G3:
[1] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/operation-strategy.html
[1] https://espanol.cdc.gov/coronavirus/2019-ncov/daily-life-coping/pets.html

Top URLs in Tweet in G4:
[2] https://www.cdc.gov/coronavirus/2019-ncov/your-health/effective-masks.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/mrna.html#:~:text=mRNA%20vaccines%20are%20a%20new,that%20triggers%20an%20immune%20response
[2] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/cloth-face-cover-guidance.html
[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/community/critical-workers/implementing-safety-practices.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/planning-scenarios.html
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=a29f6090-6ade-11eb-b00f-bdccc20e4d26&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wMi0wOC9wYWtpc3Rhbi1zYXlzLWNhbnNpbm8tcy1jb3ZpZC12YWNjaW5lLXNob3dzLTY1LTctZWZmaWNhY3k=
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/prevention.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html#:~:text=Airborne%20can%20be%20used%20to,air%20for%20long%20times

Top URLs in Tweet in G5:
[56] https://www.pref.hiroshima.lg.jp/site/2019-ncov/pcr-202102.html#a3-2-pic
[17] https://www.cdc.gov/coronavirus/2019-ncov/your-health/effective-masks.html
[14] https://www.pref.hiroshima.lg.jp/site/2019-ncov/pcr-20210210.html
[3] https://www.pref.chiba.lg.jp/eishi/ncov-hotel.html
[3] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/10107-covid19-33.html
[3] https://www.mhlw.go.jp/content/000717197.pdf
[3] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2484-idsc/9357-2019-ncov-02.html
[2] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2518-lab/9325-manual.html
[2] https://twitter.com/i/events/1323864083385339904
[2] https://mhlw.go.jp/content/000717197.pdf

Top URLs in Tweet in G6:
[24] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_310_COVID-19.pdf
[9] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_309_COVID-19.pdf
[5] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/ciudadania.htm
[3] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_308_COVID-19.pdf
[3] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/estrategia/medidasPrevCCAA.htm
[3] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Informe_GIV_comunicacion_20210211.pdf
[3] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/COVID19_Medidas_centros_educativos_Curso_2020_2021.pdf
[3] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/COVID19_Equidad_en_salud_y_covid19.pdf
[2] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/COVID19_Ventilacion.pdf
[2] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Informe_GIV_comunicacion_20210210.pdf

Top URLs in Tweet in G7:
[8] https://www.who.int/publications/i/item/WHO-2019-nCoV-vaccines-SAGE_recommendation-AZD1222-2021.1/
[8] https://www.who.int/publications/i/item/WHO-2019-nCoV-vaccines-SAGE_recommendation-AZD1222-2021.1
[6] https://africacdc.org/download/statement-on-the-efficacy-of-the-astrazeneca-covid-19-vaccine-chadox1-ncov-19-against-the-sars-cov-2-variants/
[3] https://www.dw.com/p/3pBK4
[2] https://africacdc.org/news-item/statement-on-the-efficacy-of-the-astrazeneca-covid-19-vaccine-chadox1-ncov-19-against-the-sars-cov-2-variants/
[2] https://www.cdc.gov/coronavirus/2019-ncov/symptoms-testing/symptoms.html
[1] https://www.who.int/ar/news/item/26-06-1442-covax-statement-on-new-variants-of-sars-cov-2
[1] https://www.who.int/news/item/08-02-2021-covax-statement-on-new-variants-of-sars-cov-2
[1] https://twitter.com/JNkengasong/status/1359817745026736137
[1] https://apps.who.int/iris/bitstream/handle/10665/334299/WHO-2019-nCoV-SAGE_Framework-Allocation_and_prioritization-2020.1-eng.pdf?sequence=1&isAllowed=y

Top URLs in Tweet in G8:
[27] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[9] https://www.city.yuki.lg.jp/sp/page/page006158.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[5] https://www.pref.ibaraki.jp/1saigai/2019-ncov/documents/210210_shiryouteikyou.pdf
[5] https://www.pref.ibaraki.jp/1saigai/2019-ncov/ichiran.html
[2] https://www.pref.ibaraki.jp/1saigai/2019-ncov/kinkyujitaisengen.html
[2] https://twitter.com/hiroshitokyo46/status/1360717517212147714
[1] https://news.yahoo.co.jp/articles/0482a2b66a41f0b499aa1f0c3414af753611d3b7
[1] https://news.yahoo.co.jp/articles/bfd44c8ba9a901e7127a744e4bca03f7d0ba2fba
[1] https://www.pref.ibaraki.jp/1saigai/2019-ncov/documents/210211_shiryou.pdf

Top URLs in Tweet in G9:
[18] https://www.cdc.gov/coronavirus/2019-ncov/your-health/effective-masks.html
[4] https://pubmed.ncbi.nlm.nih.gov/33560990/
[3] https://www.cdc.gov/coronavirus/2019-ncov/hcp/infection-control-recommendations.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/holidays/winter.html
[1] https://twitter.com/YahooNews/status/1359548887523074049
[1] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/index.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/covidview/index.html
[1] https://www.health.gov.au/news/health-alerts/novel-coronavirus-2019-ncov-health-alert/coronavirus-covid-19-restrictions/coronavirus-covid-19-advice-for-international-travellers
[1] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/burden.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/need-extra-precautions/people-with-medical-conditions.html

Top URLs in Tweet in G10:
[33] https://www.cdc.gov/coronavirus/2019-ncov/hcp/infection-control-recommendations.html
[8] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/operation-strategy.html
[7] https://www.cdc.gov/coronavirus/2019-ncov/community/ventilation.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/downloads/community/schools-childcare/K-12-Operational-Strategy-2021-2-12.pdf
[4] https://www.cdc.gov/coronavirus/2019-ncov/your-health/effective-masks.html
[2] https://africacdc.org/news-item/statement-on-the-efficacy-of-the-astrazeneca-covid-19-vaccine-chadox1-ncov-19-against-the-sars-cov-2-variants/
[2] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/participate-in-activities.html
[2] https://www.medrxiv.org/content/10.1101/2021.02.10.21251247v1.full.pdf
[1] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/index.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/faq.html

Top Domains
Top Domains in Tweet in Entire Graph:
[1446] cdc.gov
[194] lg.jp
[165] gob.es
[142] recombinomics.co
[122] nextstrain.org
[91] who.int
[76] ibaraki.jp
[72] twitter.com
[44] go.jp
[36] stopcovid19.jp

Top Domains in Tweet in G1:
[208] cdc.gov
[5] bit.ly
[5] twitter.com
[1] cnn.com

Top Domains in Tweet in G2:
[277] cdc.gov
[31] gob.es
[24] eautocheck.de
[18] lg.jp
[17] ibaraki.jp
[14] who.int
[13] twitter.com
[9] tokyo.jp
[9] go.kr
[7] ncov.se

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

Top Domains in Tweet in G4:
[12] cdc.gov
[1] bloomberg.com

Top Domains in Tweet in G5:
[73] lg.jp
[23] cdc.gov
[16] go.jp
[3] twitter.com
[2] ne.jp
[1] co.jp
[1] who.int

Top Domains in Tweet in G6:
[72] gob.es
[4] navarra.es
[2] sinobiological.com
[1] bit.ly
[1] virological.org

Top Domains in Tweet in G7:
[26] who.int
[8] africacdc.org
[3] dw.com
[2] twitter.com
[2] cdc.gov
[1] apmnews.com
[1] nextstrain.org
[1] technologynetworks.com

Top Domains in Tweet in G8:
[41] ibaraki.jp
[9] lg.jp
[6] cdc.gov
[2] twitter.com
[2] co.jp

Top Domains in Tweet in G9:
[31] cdc.gov
[4] nih.gov
[2] gov.au
[1] twitter.com

Top Domains in Tweet in G10:
[70] cdc.gov
[2] africacdc.org
[2] twitter.com
[2] medrxiv.org
[2] gov.au
[2] nextstrain.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2043] covid19
[831] new
[331] 新型コロナウイルス
[216] valentinesday
[76] coronavirus
[57] covid
[52] cdc
[51] vaccine
[47] covid_19
[46] sarscov2



Top Hashtags in Tweet in G1:
[1224] covid19
[787] new
[194] valentinesday
[26] wearamask
[15] dyk
[15] coronavirusarv
[14] covidvaccineforum
[5] covidview
[5] superbowl
[4] covid19vaccine

Top Hashtags in Tweet in G2:
[62] covid19
[19] coronavirus
[18] covid
[12] 新型コロナウイルス
[12] fwn
[12] freeworldnews
[12] today
[10] cdc
[9] 茨城県
[8] vaccine

Top Hashtags in Tweet in G4:
[12] covid19
[4] new
[1] valentinesday

Top Hashtags in Tweet in G5:
[2] 政府・マスゴミの扇動
[2] 感染者数激減は嘘

Top Hashtags in Tweet in G6:
[200] covid19
[30] pcr
[30] antígenos
[10] andalucía
[4] yomevacuno
[3] quédateencasa
[3] cursosaluddesigual
[2] vacunacovid19
[2] nolotiresporlaborda
[2] distancia

Top Hashtags in Tweet in G7:
[53] covid19
[10] vaccine
[8] covid
[5] vaccin
[3] 新冠疫苗
[3] astrazeneca
[3] coronavirusvaccine
[2] vaccinesaresafe
[2] vaccinationsaveslifes
[2] covidvaccine

Top Hashtags in Tweet in G8:
[317] 新型コロナウイルス
[27] 緊急事態宣言
[27] 不要不急の外出自粛
[27] 飲食店の営業時間の短縮
[9] 結城市
[5] いばらきアマビエちゃん

Top Hashtags in Tweet in G9:
[28] covid19
[6] new
[1] maskupamerica
[1] valentinesday
[1] masks
[1] kn95
[1] cdc
[1] dyk

Top Hashtags in Tweet in G10:
[10] covid19
[8] covidisairborne
[7] k12
[4] cdc
[2] valentinesday
[2] freshairschools
[2] meetingacrossthedivide
[2] astrazenecavaccineisshit
[1] maskup
[1] engineeringcontrols

Top Words
Top Words in Tweet in Entire Graph:
[3128] mask
[2043] #covid19
[1888] cdcgov
[1445] cdc
[1372] masks
[1317] wear
[1169] wearing
[1155] covid
[1112] cloth
[1084] protection

Top Words in Tweet in G1:
[2285] mask
[1728] cdcgov
[1224] #covid19
[1104] wear
[1001] masks
[979] wearing
[972] protection
[967] cloth
[802] improve
[800] fit

Top Words in Tweet in G2:
[172] 19
[165] covid
[89] cdc
[83] mask
[80] ncov
[69] vaccine
[63] more
[62] #covid19
[36] 2021
[31] learn

Top Words in Tweet in G3:
[339] cdc
[339] eeuu
[339] recomienda
[339] abrir
[339] escuelas
[339] guía
[339] riesgo
[339] circulación
[339] virus
[339] considera

Top Words in Tweet in G4:
[325] cdc
[324] drericding
[319] airborne
[319] nothing
[318] virus
[317] missing
[317] school
[317] reopening
[317] priority
[317] list

Top Words in Tweet in G5:
[117] covid
[111] 19
[110] health
[108] 不織布マスクの上に複層構造の布マスクをするのはマル
[108] 不織布マスクの2枚重ねはバツ
[108] kn95は単独使用し他のマスクと重ねないこと
[108] エア漏れがかえって大きくなる
[107] kawathecathand
[56] 参考
[55] nasukob

Top Words in Tweet in G6:
[200] #covid19
[149] saludpublicaes
[92] sanidadgob
[60] datos
[58] hoy
[55] ventilación
[49] consulta
[46] mascarilla
[45] caso
[44] manos

Top Words in Tweet in G7:
[125] vaccine
[79] astrazeneca
[78] 19
[62] ncov
[53] interim
[53] #covid19
[49] oxford
[46] az
[42] variants
[39] statement

Top Words in Tweet in G8:
[330] ibaraki_kouhou
[317] #新型コロナウイルス
[317] 感染症情報
[308] 本日の新規陽性者数
[308] 本日の死亡者数
[308] 本日の退院等回復者数
[308] 現在の入院者数
[308] うち重症者数
[308] 引き続き
[308] 感染症対策にご協力をお願いします

Top Words in Tweet in G9:
[203] mask
[156] cdcdirector
[153] masks
[145] fit
[139] others
[139] virus
[139] learn
[138] well
[138] fitting
[138] effective

Top Words in Tweet in G10:
[58] cdc
[34] ventilation
[33] hcp
[33] enter
[33] room
[33] patient
[33] suspected
[33] confirmed
[33] sars
[33] cov

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1093] cloth,mask
[884] #covid19,wear
[852] better,protection
[850] disposable,mask
[850] covid,19
[847] improve,fit
[846] masks,improve
[845] mask,under
[844] under,cloth
[843] give,better

Top Word Pairs in Tweet in G1:
[966] cloth,mask
[815] #covid19,wear
[789] two,masks
[788] protection,#covid19
[788] disposable,mask
[787] #new,wearing
[787] wearing,two
[787] masks,improve
[787] improve,fit
[787] fit,give

Top Word Pairs in Tweet in G2:
[149] covid,19
[31] 19,vaccine
[30] learn,more
[23] 2019,ncov
[16] ncov,19
[14] improve,mask
[14] har,tillfrisknat
[13] mask,protects
[13] chadox1,ncov
[13] wash,hands

Top Word Pairs in Tweet in G3:
[339] cdc,eeuu
[339] eeuu,recomienda
[339] recomienda,abrir
[339] abrir,escuelas
[339] escuelas,guía
[339] guía,riesgo
[339] riesgo,circulación
[339] circulación,virus
[339] virus,considera
[339] considera,rojo

Top Word Pairs in Tweet in G4:
[317] missing,cdc
[317] cdc,school
[317] school,reopening
[317] reopening,priority
[317] priority,list
[317] list,airborne
[317] airborne,virus
[317] virus,guidance
[317] guidance,nothing
[317] nothing,33

Top Word Pairs in Tweet in G5:
[111] covid,19
[110] 19,health
[108] 不織布マスクの上に複層構造の布マスクをするのはマル,不織布マスクの2枚重ねはバツ
[108] 不織布マスクの2枚重ねはバツ,kn95は単独使用し他のマスクと重ねないこと
[108] kn95は単独使用し他のマスクと重ねないこと,エア漏れがかえって大きくなる
[108] エア漏れがかえって大きくなる,covid
[107] kawathecathand,不織布マスクの上に複層構造の布マスクをするのはマル
[55] nasukob,参考
[24] cdcのマスクレクチャーが日本のレベルに近づいてきました,ノーズフィッターのあるマスクにする
[24] ノーズフィッターのあるマスクにする,ダブルマスク推奨

Top Word Pairs in Tweet in G6:
[58] datos,#covid19
[38] mascarilla,distancia
[38] distancia,higiene
[38] higiene,manos
[38] manos,ventilación
[38] ventilación,protégete
[38] protégete,#covid19
[38] #covid19,virus
[38] virus,respiratorios
[38] respiratorios,sigue

Top Word Pairs in Tweet in G7:
[36] covid,19
[34] sars,cov
[32] #covid19,vaccine
[30] interim,recommendations
[30] recommendations,use
[30] ncov,19
[29] 2019,ncov
[29] strategic,advisory
[29] advisory,group
[29] group,experts

Top Word Pairs in Tweet in G8:
[317] #新型コロナウイルス,感染症情報
[308] 引き続き,感染症対策にご協力をお願いします
[303] ibaraki_kouhou,#新型コロナウイルス
[299] 感染症対策にご協力をお願いします,#いばら
[195] うち重症者数,15人
[195] 15人,引き続き
[190] 本日の死亡者数,1人
[190] 1人,本日の退院等回復者数
[121] 感染症情報,2月11日
[119] 2月11日,本日の新規陽性者数

Top Word Pairs in Tweet in G9:
[138] well,fitting
[138] fitting,masks
[138] masks,effective
[138] effective,protecting
[138] protecting,others
[138] others,virus
[138] virus,learn
[138] learn,make
[138] make,mask
[138] mask,fit

Top Word Pairs in Tweet in G10:
[33] hcp,enter
[33] enter,room
[33] room,patient
[33] patient,suspected
[33] suspected,confirmed
[33] confirmed,sars
[33] sars,cov
[31] cov,infection
[30] microlabdoc,hcp
[30] infection,adhe

Top Replied-To
Top Replied-To in Entire Graph:
@gisaid
@reuters
@z_mutoh
@kenzoafrika
@cdcgov
@ethouris
@eicul
@dangerousglobe
@sonpdx
@legogroyper

Top Replied-To in G1:
@cdcgov
@drlimengyan1
@emoctezumab
@jordansconfused
@urgenciasemerge
@clinaliciaare
@healthyoklahoma
@doritoribio

Top Replied-To in G2:
@byuoritter

Top Replied-To in G3:
@sebasierra90s

Top Replied-To in G4:
@mraxi0m
@trishgreenhalgh
@eaealil
@nsalas_t
@itsagoodlife48g

Top Replied-To in G5:
@3cj0meo8oomx9c6
@shibamichael
@adomirarupome
@sosorasora3
@aoihana1213

Top Replied-To in G6:
@salud_na
@franj_moya
@paloma_girona
@bronyesp

Top Replied-To in G7:
@rajah_mich
@ncov_madeinch
@bozhenxie
@rfi_cn
@109qk
@bronwen6720

Top Replied-To in G9:
@whcovidresponse
@anitan1007
@cdcdirector
@mocoboe
@montcoexec
@55bonnie
@nc_governor
@kobiethatcher

Top Replied-To in G10:
@victoriancho
@wshalhoub929
@nynursesunited
@suss_mark
@xtinamagwaza
@stinkfist423
@bcw0rld

Top Mentioned
Top Mentioned in Entire Graph:
@cdcgov
@ernestorr
@drericding
@ibaraki_kouhou
@who
@cdcdirector
@saludpublicaes
@kamekurasan1
@kawathecathand
@sanidadgob

Top Mentioned in G1:
@cdcgov
@dogarrett
@the_arkivist
@carol_perelman
@debatalrojovivo
@observatorio14
@usedgov
@dellmedschool
@us_eucom
@drleanawen

Top Mentioned in G2:
@georgiarecall
@reformerreg
@ordunolanee
@drrikdanielsjr
@aureliobelandom
@capitalparanae1
@jeapam
@valdescabb

Top Mentioned in G3:
@ernestorr

Top Mentioned in G4:
@drericding
@cdcgov
@luluroche
@solusnan1
@armymedeurope
@nishantseoni
@zigmanfreud
@le_sarcastique
@gcbergeron17
@eaealil

Top Mentioned in G5:
@kawathecathand
@nasukob
@lachattenoire78
@aoihana1213
@scientistswanda
@asadoriq
@kenmomd
@carpe_diem0820
@sunasaji
@shibamichael

Top Mentioned in G6:
@saludpublicaes
@sanidadgob
@educaciongob
@ma_campano
@mianrey
@paloma_girona
@dgobandalucia
@jbcliftec
@prevencindocen1
@cdcdirector

Top Mentioned in G7:
@who
@astrazeneca
@jnkengasong
@helenbranswell
@gaviseth
@africacdc
@smyth_chris
@mattuthompson
@laktarr001
@whoemro

Top Mentioned in G8:
@ibaraki_kouhou
@igarashitatsuo
@yuki_city
@nikaido_224
@tsukubais
@chikusei_city
@blurmyu

Top Mentioned in G9:
@cdcdirector
@cdcgov
@skarlamangla
@vinguptamd
@paradisegram
@alzhacker
@aslavitt46
@kprather88
@sesiegler
@whcovidresponse

Top Mentioned in G10:
@cdc
@microlabdoc
@corsiaq
@kprather88
@cdcgov
@surgeon_general
@mjb302
@huffmanlabdu
@drericding
@patientsafe3

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@simanekomama
@mini_kurokoge66
@s9tmt
@bella623
@as_sakimori
@robre62
@matiere
@solutioneer72
@cloudwanderer3

Top Tweeters in G1:
@jornalistavitor
@bella623
@k1a1zzz
@manmet80
@coopmike48
@madfall1213
@jjj5819
@na_o_cchifc_28
@miss_placed_
@richfm39517086

Top Tweeters in G2:
@limecello
@aureliobelandom
@thescotsman
@jp_kenchan_dayo
@amys_bus_ticket
@uniindianews
@squopellediluna
@telemetro
@fujikurok
@932jp

Top Tweeters in G3:
@marisolsolari1
@lilygabet
@acua_juana
@lteresitasilva
@sanzio_rafa
@diegoahumado
@corinaleda
@caballobosterok
@joaninoc
@tinkunaco

Top Tweeters in G4:
@marthalynneowe1
@solusnan1
@estarianne
@bad_woof
@straitarrow10
@whirledcitizen_
@drwavesportcd1
@charlenegapeach
@ygjumi
@weirmb

Top Tweeters in G5:
@simanekomama
@mini_kurokoge66
@sosorasora3
@baphomet_2525
@tenkiwa
@nancy_moon_1789
@packraty
@yutakayoshioka
@yunishio
@kero_jiji

Top Tweeters in G6:
@espinosacrsiete
@lizardogramcko
@mariaperezpere
@edgardogarciasa
@frioacero
@santigurtubay
@lomejordemadrid
@juanjo3800
@937908mcm
@demiurgotuiter

Top Tweeters in G7:
@s9tmt
@lizditz
@sandradunn1955
@kilsally
@tempkt
@viralvm69
@riwired
@myradsirois1
@scott_squires
@dd9000

Top Tweeters in G8:
@westinghouse565
@shintochigi1
@amzkhb
@fuku_chihuahua
@junyamitsurugi
@noel_hasui
@enji_s
@shirayukihime_p
@sgr_kn
@dummyxtweet

Top Tweeters in G9:
@solutioneer72
@gambiste1
@uchida_kawasaki
@bethsinniresist
@rebellegrrl
@ketaminh
@pauldramone
@auntsophie1
@amazingchevvolt
@murfad

Top Tweeters in G10:
@paulpaul49
@bprophetable
@shell_loyd
@rioslade
@wtime90
@laporres
@mdaware
@donaldverger
@ramonma1707
@erinofalaska


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