NCoV, Twitter, 1/23/2021 7:54:24 PM, 246310


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NCoV_2021-01-23_03-07-01.xlsx
NCoV_2021-01-23_03-07-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 23, 2021
Short Description:
NCoV via NodeXL https://bit.ly/39VPDY0
@cdcgov
@viralvideovlogs
@usvisatokyo
@ibaraki_kouhou
@midori25pink
@saludpublicaes
@nextstrain
@salutcat
@sanidadgob
@erinsandersnp

Top hashtags:
#covid19
#新型コロナウイルス
#procicat
#covid
#wearamask
#アメリカ
#ハワイ
#coronavirus
#parents

Description:
Description
The graph represents a network of 7,833 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, 23 January 2021 at 11:21 UTC.

The requested start date was Saturday, 23 January 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 2-day, 17-hour, 4-minute period from Tuesday, 19 January 2021 at 20:50 UTC to Friday, 22 January 2021 at 13:54 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 : 7833
Unique Edges : 3436
Edges With Duplicates : 12289
Total Edges : 15725
Number of Edge Types : 5
Mentions : 2026
Retweet : 5215
MentionsInRetweet : 6136
Replies to : 822
Tweet : 1526
Self-Loops : 1556
Reciprocated Vertex Pair Ratio : 0.00427065260910183
Reciprocated Edge Ratio : 0.00850498338870432
Connected Components : 1278
Single-Vertex Connected Components : 544
Maximum Vertices in a Connected Component : 3953
Maximum Edges in a Connected Component : 10099
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 6.453623
Graph Density : 0.000122660773472594
Modularity : 0.492283
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 7,833 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, 23 January 2021 at 11:21 UTC.

The requested start date was Saturday, 23 January 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 2-day, 17-hour, 4-minute period from Tuesday, 19 January 2021 at 20:50 UTC to Friday, 22 January 2021 at 13:54 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:
[203] https://www.cdc.gov/coronavirus/2019-ncov/travelers/testing-international-air-travelers.html
[143] http://akkie.mods.jp/2019-nCoV/%E6%96%B0%E5%9E%8B%E3%82%B3%E3%83%AD%E3%83%8A%E3%83%AF%E3%82%AF%E3%83%81%E3%83%B3%E3%81%BE%E3%81%A8%E3%82%81%EF%BC%88%E5%8C%BB%E7%99%82%E5%BE%93%E4%BA%8B%E8%80%85%E5%90%91%E3%81%91%EF%BC%89
[140] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/recommendations.html
[85] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[42] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[42] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/faq.html
[42] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_294_COVID-19.pdf
[38] https://nextstrain.org/ncov/global
[36] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/ciutadania/mesures-contencio-COVID-19-aplicables-partir-7-gener-catalunya/
[34] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_295_COVID-19.pdf

Top URLs in Tweet in G1:
[10] https://www.cdc.gov/coronavirus/2019-ncov/travelers/testing-international-air-travelers.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/faq.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/facts.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/vsafe.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/Improving-Ventilation-Home.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/index.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/recommendations.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/about-face-coverings.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/decision-tool.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/masks-protect-you-and-me.html?ACSTrackingID=USCDC_2067-DM46749&ACSTrackingLabel=Masks%20Protect%20You%20%26%20Me%20%7C%20COVID-19&deliveryName=USCDC_2067-DM46749

Top URLs in Tweet in G2:
[32] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_294_COVID-19.pdf
[27] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_295_COVID-19.pdf
[10] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Informe_GIV_comunicacion_20210120.pdf
[9] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_293_COVID-19.pdf
[8] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/ciudadania.htm
[6] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/estrategia/medidasPrevCCAA.htm
[4] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Informe_GIV_comunicacion_20210119.pdf
[4] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Informe_GIV_comunicacion_20210121.pdf
[4] https://mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/20210120-EER.pdf
[3] https://vacunacovid.gob.es

Top URLs in Tweet in G3:
[14] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/ciutadania/mesures-contencio-COVID-19-aplicables-partir-7-gener-catalunya/
[13] https://www.cdc.gov/coronavirus/2019-ncov/travelers/testing-international-air-travelers.html
[13] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/faq.html
[12] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[11] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/index.html
[7] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/8-things.html
[7] http://akkie.mods.jp/2019-nCoV/%E6%96%B0%E5%9E%8B%E3%82%B3%E3%83%AD%E3%83%8A%E3%83%AF%E3%82%AF%E3%83%81%E3%83%B3%E3%81%BE%E3%81%A8%E3%82%81%EF%BC%88%E5%8C%BB%E7%99%82%E5%BE%93%E4%BA%8B%E8%80%85%E5%90%91%E3%81%91%EF%BC%89
[7] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/prevention.html
[7] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/about-vaccines/vaccine-benefits.html
[6] https://nextstrain.org/ncov/global

Top URLs in Tweet in G4:
[9] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/ciutadania/mesures-contencio-COVID-19-aplicables-partir-7-gener-catalunya/
[3] https://canalsalut.gencat.cat/web/.content/_A-Z/C/coronavirus-2019-ncov/material-divulgatiu/infografia-mesures-contencio-covid-19-aplicables-partir-7-gener.pdf
[2] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/ciutadania/prevencio/aillament-domiciliari/
[2] https://gestioemocional.catsalut.cat/
[1] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/ciutadania/que-es-coronavirus/proves-de-deteccio/
[1] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/ciutadania/que-es-coronavirus/simptomes-persistents/
[1] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/ciutadania/que-es-coronavirus/persones-de-risc/
[1] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_295_COVID-19.pdf
[1] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_293_COVID-19.pdf
[1] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_294_COVID-19.pdf

Top URLs in Tweet in G5:
[54] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[6] https://www.pref.hiroshima.lg.jp/site/2019-ncov/
[6] https://www.pref.ibaraki.jp/1saigai/2019-ncov/ichiran.html
[5] https://www.pref.ibaraki.jp/1saigai/2019-ncov/documents/210120_shiryoteikyo.pdf
[4] https://www.pref.ibaraki.jp/1saigai/2019-ncov/documents/210121_shiryouteikyou.pdf
[3] https://www3.nhk.or.jp/news/html/20210120/k10012823721000.html
[3] https://www.pref.ibaraki.jp/1saigai/2019-ncov/hassei.html
[3] https://www.city.yuki.lg.jp/sp/page/page006158.html
[2] https://www.pref.ibaraki.jp/1saigai/2019-ncov/kinkyujitaisengen.html
[2] https://www3.nhk.or.jp/news/html/20210121/k10012825901000.html

Top URLs in Tweet in G6:
[25] https://nextstrain.org/ncov
[9] https://cov-lineages.org/
[7] https://nextstrain.org/ncov/europe
[6] https://nextstrain.org/ncov/asia
[4] https://nextstrain.org/ncov/oceania
[4] https://nextstrain.org/ncov/north-america
[3] https://nextstrain.org/ncov/south-america
[3] https://www.biorxiv.org/cgi/content/short/2021.01.15.426463v1
[2] https://nextstrain.org/ncov/africa
[2] https://www.rki.de/covid-19

Top URLs in Tweet in G7:
[16] https://www.cdc.gov/coronavirus/2019-ncov/travelers/testing-international-air-travelers.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/travelers/testing-international-air-travelers.html#passengers
[2] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/burden.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/travelers/testing-air-travel.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/faq.html
[1] http://www.travel.state.gov/content/travel.html
[1] https://www.cdc.gov/

Top URLs in Tweet in G8:
[122] https://www.cdc.gov/coronavirus/2019-ncov/travelers/testing-international-air-travelers.html
[21] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/10107-covid19-33.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/prevention.html
[1] https://hawaiicovid19.com/travel/

Top URLs in Tweet in G9:
[100] http://akkie.mods.jp/2019-nCoV/%E6%96%B0%E5%9E%8B%E3%82%B3%E3%83%AD%E3%83%8A%E3%83%AF%E3%82%AF%E3%83%81%E3%83%B3%E3%81%BE%E3%81%A8%E3%82%81%EF%BC%88%E5%8C%BB%E7%99%82%E5%BE%93%E4%BA%8B%E8%80%85%E5%90%91%E3%81%91%EF%BC%89
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/expect/after.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/8-things.html
[2] http://akkie.mods.jp/2019-nCoV/%E3%83%A1%E3%82%A4%E3%83%B3%E3%83%9A%E3%83%BC%E3%82%B8
[2] https://www.pfizer.com/science/coronavirus
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/Pfizer-BioNTech.html
[2] http://akkie.mods.jp/2019-nCoV/%C3%86%E2%80%93%C2%B0%C3%A5%C5%BE%E2%80%B9%C3%A3%E2%80%9A%C2%B3%C3%A3%C6%92
[2] https://peing.net/ja/q/c9bd3dc3-e704-4266-93c9-dc0a76d2da1d
[1] https://www.cdc.gov/coronavirus/2019-ncov/travelers/testing-international-air-travelers.html
[1] https://www.fda.gov/emergency-preparedness-and-response/coronavirus-disease-2019-covid-19/pfizer-biontech-covid-19-vaccine

Top URLs in Tweet in G10:
[3] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/Improving-Ventilation-Home.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/community/ventilation.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/your-health/need-to-know.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/mrna.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/vsafe.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/expect/after.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/about-face-coverings.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/about-vaccines/vaccine-benefits.html

Top Domains
Top Domains in Tweet in Entire Graph:
[1658] cdc.gov
[284] gob.es
[161] lg.jp
[153] mods.jp
[143] recombinomics.co
[137] nextstrain.org
[127] ibaraki.jp
[90] go.jp
[89] who.int
[89] twitter.com

Top Domains in Tweet in G1:
[170] cdc.gov
[9] twitter.com
[3] eurosurveillance.org
[2] bit.ly
[1] cnbc.com
[1] mit.edu
[1] hopkinsmedicine.org
[1] theconversation.com
[1] nature.com
[1] ucsf.edu

Top Domains in Tweet in G2:
[140] gob.es
[4] twitter.com
[4] navarra.es
[2] mscbs.es
[1] gencat.cat
[1] l-h.cat
[1] rki.de

Top Domains in Tweet in G3:
[387] cdc.gov
[52] gob.es
[26] twitter.com
[22] ibaraki.jp
[19] gencat.cat
[18] lg.jp
[14] go.jp
[12] nextstrain.org
[10] tn.gov
[10] mods.jp

Top Domains in Tweet in G4:
[20] gencat.cat
[4] gob.es
[2] catsalut.cat
[1] govern.cat
[1] twitter.com

Top Domains in Tweet in G5:
[76] ibaraki.jp
[9] lg.jp
[9] or.jp
[4] co.jp

Top Domains in Tweet in G6:
[61] nextstrain.org
[9] cov-lineages.org
[3] biorxiv.org
[3] cdc.gov
[2] twitter.com
[2] rki.de
[2] virological.org
[2] gob.es
[1] who.int
[1] medrxiv.org

Top Domains in Tweet in G7:
[23] cdc.gov
[1] state.gov

Top Domains in Tweet in G8:
[124] cdc.gov
[21] go.jp
[1] hawaiicovid19.com

Top Domains in Tweet in G9:
[104] mods.jp
[8] cdc.gov
[2] pfizer.com
[2] fda.gov
[2] peing.net

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1904] covid19
[451] 新型コロナウイルス
[347] procicat
[184] covid
[128] wearamask
[125] アメリカ
[125] ハワイ
[83] coronavirus
[79] parents
[71] 1월_20일_0시_기준



Top Hashtags in Tweet in G1:
[613] covid19
[62] parents
[40] wearamask
[6] vaccine
[5] covidview
[5] maskonpbc
[4] covid
[4] ncov2019
[3] pregnant
[3] dyk

Top Hashtags in Tweet in G2:
[440] covid19
[145] covid
[26] yomevacuno
[17] vacunacovid
[16] españa
[16] andalucía
[13] covidー19
[13] 20enero
[8] procicat
[7] ccaa

Top Hashtags in Tweet in G3:
[96] covid19
[25] covid
[19] vaccine
[17] coronavirus
[10] 新型コロナウイルス
[8] 茨城県
[7] cdc
[7] wearamask
[6] catalunya
[6] sarscov2

Top Hashtags in Tweet in G4:
[317] procicat
[25] covid19
[1] canalsalut
[1] santboi
[1] infografía
[1] triasalut
[1] covidconsell
[1] prl

Top Hashtags in Tweet in G5:
[433] 新型コロナウイルス
[49] 緊急事態宣言
[49] 不要不急の外出自粛
[49] 飲食店の営業時間の短縮
[7] いばらきアマビエちゃん
[3] 龍ケ崎
[3] 龍ケ崎市コロナ対策
[3] 結城市
[2] 緊急事態措置
[2] テレワーク

Top Hashtags in Tweet in G6:
[28] covid19
[27] sarscov2
[25] opendata
[4] bcsir
[2] virologynimhans
[2] b117
[1] izsve
[1] aha
[1] biorxiv_micrbio

Top Hashtags in Tweet in G7:
[13] covid19

Top Hashtags in Tweet in G8:
[126] covid19
[122] アメリカ
[122] ハワイ
[1] 新型コロナウイルス
[1] parents

Top Hashtags in Tweet in G9:
[2] peing
[2] 質問箱
[1] アメリカ
[1] covid19
[1] ハワイ

Top Hashtags in Tweet in G10:
[116] covid19
[78] wearamask
[2] coronavirus
[2] parents
[2] vaccine
[1] cdc

Top Words
Top Words in Tweet in Entire Graph:
[1898] #covid19
[1316] covid
[1251] 19
[773] cdcgov
[621] ncov
[616] cdc
[584] 15
[584] dosis
[487] ibaraki_kouhou
[473] more

Top Words in Tweet in G1:
[734] cdcgov
[613] #covid19
[202] protect
[202] others
[196] yourself
[195] support
[193] way
[191] dine
[189] during
[189] ordering

Top Words in Tweet in G2:
[466] dosis
[440] #covid19
[367] sanidadgob
[258] salvadorilla
[242] frente
[229] saludpublicaes
[225] personas
[220] administradas
[201] españa
[201] vacunación

Top Words in Tweet in G3:
[281] 19
[276] covid
[101] more
[96] #covid19
[89] cdc
[88] ncov
[83] vaccine
[62] vaccines
[57] 2019
[56] learn

Top Words in Tweet in G4:
[352] més
[333] fins
[325] febrer
[324] salutcat
[322] vigents
[322] catalunya
[321] restriccions
[321] 15
[321] dies
[318] allargar

Top Words in Tweet in G5:
[484] ibaraki_kouhou
[433] #新型コロナウイルス
[433] 感染症情報
[430] 本日の新規陽性者数
[430] 本日の退院等回復者数
[430] 現在の入院者数
[430] うち重症者数
[430] 引き続き
[430] 感染症対策にご協力をお願いします
[428] 本日の死亡者数

Top Words in Tweet in G6:
[78] gisaid
[66] nextstrain
[55] sequences
[51] thanks
[28] nswhpathology
[28] westsydhealth
[28] sydney_uni
[28] #covid19
[27] #sarscov2
[25] #opendata

Top Words in Tweet in G7:
[214] covid
[212] 19
[175] negative
[174] test
[168] travelgov
[115] result
[90] united
[90] states
[84] foreign
[82] country

Top Words in Tweet in G8:
[126] #covid19
[122] #アメリカ
[122] へ渡航される皆様へ
[122] 渡米前の
[122] 検査陰性証明提示義務が1月26日より適用されます
[122] この規則は今後変更される可能性がありますので
[122] 渡米前に#cdc
[122] または
[122] #ハワイ
[121] usvisatokyo

Top Words in Tweet in G9:
[84] 医療従事者向け
[51] 新型コロナウイルスワクチンのまとめ
[51] 時間が無い人は
[51] 要点だけで読めばよいです
[51] 書いているのは
[51] 感染症の世界で信頼できる医師です
[50] invesdoctor
[19] miosugita
[18] こちらのサイトでワクチンに関する情報が整理
[18] アップデートされています

Top Words in Tweet in G10:
[116] #covid19
[88] make
[87] help
[87] more
[83] spread
[80] cdcemergency
[79] layers
[78] #wearamask
[78] fabric
[78] over

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1045] covid,19
[436] #新型コロナウイルス,感染症情報
[433] 引き続き,感染症対策にご協力をお願いします
[427] ibaraki_kouhou,#新型コロナウイルス
[413] 2019,ncov
[413] 感染症対策にご協力をお願いします,#いばら
[363] fins,febrer
[361] dies,més
[359] 15,dies
[352] més,fins

Top Word Pairs in Tweet in G1:
[195] protect,yourself
[193] yourself,others
[191] others,#covid19
[189] safest,way
[189] way,support
[189] #covid19,dine
[188] ordering,takeout
[188] takeout,delivery
[188] delivery,safest
[188] support,restaurants

Top Word Pairs in Tweet in G2:
[219] dosis,administradas
[180] 346,100
[149] 15,642
[146] 100,dosis
[146] vacunas,frente
[145] 025,937
[144] dosis,vacunas
[144] frente,#covid
[144] #covid,distribuidas
[144] distribuidas,ccaa

Top Word Pairs in Tweet in G3:
[256] covid,19
[46] learn,more
[42] 2019,ncov
[32] 19,vaccines
[31] 19,vaccine
[24] sars,cov
[22] 19,vaccination
[18] getting,covid
[18] united,states
[17] protect,yourself

Top Word Pairs in Tweet in G4:
[325] fins,febrer
[321] 15,dies
[321] dies,més
[314] allargar,restriccions
[314] restriccions,vigents
[314] vigents,catalunya
[314] catalunya,15
[314] més,fins
[313] #procicat,acorda
[313] acorda,allargar

Top Word Pairs in Tweet in G5:
[433] #新型コロナウイルス,感染症情報
[430] 引き続き,感染症対策にご協力をお願いします
[424] ibaraki_kouhou,#新型コロナウイルス
[411] 感染症対策にご協力をお願いします,#いばら
[263] うち重症者数,11人
[263] 11人,引き続き
[165] うち重症者数,12人
[165] 12人,引き続き
[163] 本日の死亡者数,0名
[163] 0名,本日の退院等回復者数

Top Word Pairs in Tweet in G6:
[34] nextstrain,gisaid
[28] nswhpathology,westsydhealth
[28] westsydhealth,sydney_uni
[25] thanks,#opendata
[25] #opendata,sharing
[25] sharing,gisaid
[25] gisaid,we've
[25] we've,updated
[25] #covid19,#sarscov2
[25] #sarscov2,sequences

Top Word Pairs in Tweet in G7:
[212] covid,19
[136] negative,covid
[115] test,result
[90] united,states
[82] foreign,country
[80] 19,test
[70] documentation,recovery
[58] 19,viral
[57] viral,test
[55] within,days

Top Word Pairs in Tweet in G8:
[122] #アメリカ,へ渡航される皆様へ
[122] へ渡航される皆様へ,渡米前の
[122] 渡米前の,#covid19
[122] #covid19,検査陰性証明提示義務が1月26日より適用されます
[122] 検査陰性証明提示義務が1月26日より適用されます,この規則は今後変更される可能性がありますので
[122] この規則は今後変更される可能性がありますので,渡米前に#cdc
[122] 渡米前に#cdc,または
[122] または,#ハワイ
[121] usvisatokyo,#アメリカ
[7] covid,19

Top Word Pairs in Tweet in G9:
[51] 医療従事者向け,新型コロナウイルスワクチンのまとめ
[51] 新型コロナウイルスワクチンのまとめ,時間が無い人は
[51] 時間が無い人は,要点だけで読めばよいです
[51] 要点だけで読めばよいです,書いているのは
[51] 書いているのは,感染症の世界で信頼できる医師です
[50] invesdoctor,医療従事者向け
[18] miosugita,こちらのサイトでワクチンに関する情報が整理
[18] こちらのサイトでワクチンに関する情報が整理,アップデートされています
[18] アップデートされています,医療従事者向けとありますが
[18] 医療従事者向けとありますが,非常に分かりやすく書いてあります

Top Word Pairs in Tweet in G10:
[78] #wearamask,more
[78] more,layers
[78] layers,fabric
[78] fabric,over
[78] over,nose
[78] nose,mouth
[78] mouth,help
[78] help,slow
[78] slow,spread
[78] spread,#covid19

Top Replied-To
Top Replied-To in Entire Graph:
@who
@gisaid
@cdcgov
@thehill
@z_mutoh
@alikhan28
@wsj
@dbweissman
@denisrancourt
@mz_gov_pl

Top Replied-To in G1:
@cdcgov
@cochranegord
@milli_vanillii
@dreamer27_05
@steveleitz
@justinc86837641
@cityofmountdora
@acardnal
@cdcdirector
@zaynakhayat

Top Replied-To in G2:
@sanidadgob
@salud_na
@aranchaglezlaya
@danigonzalezper

Top Replied-To in G3:
@byuoritter

Top Replied-To in G6:
@gisaid
@dbweissman
@safefield
@derpa_madrid

Top Replied-To in G7:
@luchinman2424
@schooleywally
@useer11111
@jonyx4
@sreekarn
@mateozacar
@sankara
@ryanfra91065587
@guidop1967

Top Replied-To in G9:
@miosugita
@amber914525
@minesoh
@mickey05592253
@bizarreid

Top Mentioned
Top Mentioned in Entire Graph:
@cdcgov
@ibaraki_kouhou
@sanidadgob
@salutcat
@salvadorilla
@saludpublicaes
@travelgov
@usvisatokyo
@georgebest1969
@cdcespanol

Top Mentioned in G1:
@cdcgov
@hhsgov
@megtirrell
@healthgov
@pbcgov
@pbcdem
@usedgov
@cdcdirector
@cdcenvironment
@saludpublicaes

Top Mentioned in G2:
@sanidadgob
@salvadorilla
@saludpublicaes
@alfgon30
@dgobandalucia
@willylozano
@corrnotcausa
@territorialgob
@sonietamb
@lhajuntament

Top Mentioned in G3:
@aureliobelandom
@sixandlaura
@notcomey
@aapltree
@theimpacttvw
@groundedgoddess

Top Mentioned in G4:
@salutcat
@gencat
@ajsantboi
@sanidadgob
@vallhebron
@policiatrs
@ajuntamentolesa
@epidemixs
@jordieku
@gmnzgerard

Top Mentioned in G5:
@ibaraki_kouhou
@igarashitatsuo
@ryugasaki_city
@covid_19_covid
@chikusei_city
@tobucchi
@blurmyu
@yuki_city
@hitachiotacity

Top Mentioned in G6:
@nextstrain
@gisaid
@nswhpathology
@westsydhealth
@sydney_uni
@acegid
@inscolombia
@esrnewzealand
@mathstorey
@joepdl

Top Mentioned in G7:
@travelgov
@cdctravel
@cdcgov
@usembvienna
@fxmacro
@jonyx4
@fredwilson
@sankara
@borsapretporter
@usinnigeria

Top Mentioned in G8:
@usvisatokyo
@katsuyatakasu
@travelgov
@cdcgov
@ibaraki_kouhou
@lrmc_landstuhl

Top Mentioned in G9:
@invesdoctor
@nathankirinoha
@miosugita
@atsushimiyahara
@minesoh
@bizarreid
@amber914525
@mickey05592253
@edgeofstreet918
@usvisatokyo

Top Mentioned in G10:
@cdcemergency
@pahealthdept
@statehealthin
@mystlukes
@cdcgov
@uchida_kawasaki
@nhdhhspio

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@simanekomama
@sectest9
@hjlv2378
@jurylady5
@tokoroten510
@ecodaren
@marcodacostafx
@macha_oji
@cybersec_feeds

Top Tweeters in G1:
@rjber15
@katcapps
@loyalfan1
@rebellegrrl
@suekhi
@viralvideovlogs
@kals55
@smcenturff
@laurahennesse11
@orangeorchards

Top Tweeters in G2:
@marcodacostafx
@llemj
@caval100
@hechulera
@drzrz
@soniabouzas
@mariaperezpere
@lyuva26
@meme_montero
@santigurtubay

Top Tweeters in G3:
@cas_2050001283
@toicitiesnews
@notcomey
@didaclopez
@golos_ukraine
@aureliobelandom
@bodhibrian
@haolethai
@jp_kenchan_dayo
@imbashrahman

Top Tweeters in G4:
@smujal
@pili_stage
@nil_cat1
@albagh121
@arroyotell
@maitemvcb
@riderman24h
@esquerra_erc
@shitfromthecow
@alexhaix

Top Tweeters in G5:
@kksugaya
@sportsandanime
@takayan3536
@yukimiyatakako
@noel_hasui
@shirayukihime_p
@sgr_kn
@nyankolers
@ichiatsu
@dummyxtweet

Top Tweeters in G6:
@safefield
@ayirpelle
@jam99percent
@pririn_
@fatmike182
@fareskameli
@fedextasis
@bubblesmoney
@entenkwkm
@valdescabb

Top Tweeters in G7:
@janromes
@coronaupdatebot
@himalayala8
@12news
@xhertx
@mucketymucks
@mcgboye
@apiwenuwen
@nick_zen
@cocokw1

Top Tweeters in G8:
@machi_usagi
@k1a1zzz
@animalcapp
@wadakashiho
@toramomo_tweet
@ak_reboot
@keinishikawa3
@0dy3253j1b22201
@crazyagogo1024
@guts_ya

Top Tweeters in G9:
@madfall1213
@nekokasiya
@hossy1987
@seabat707
@paku
@sleep_sheep2010
@0824sanzenin
@chaoszap
@k_wakita
@kaeru0617

Top Tweeters in G10:
@uchida_kawasaki
@austinlouis5
@coachweaver3
@prpeep
@iwj_kb_sptr
@sisterwriter
@docwsjames
@mykiwitwit
@shortarmothelaw
@nancycutlass


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