NCoV, Twitter, 1/21/2021 4:43:45 PM, 246165


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NCoV_2021-01-21_03-42-45.xlsx
NCoV_2021-01-21_03-42-45.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 21, 2021
Short Description:
NCoV via NodeXL https://bit.ly/3bVXjMB
@cdcgov
@viralvideovlogs
@sanidadgob
@nextstrain
@who
@salutcat
@healthgovau
@saludpublicaes
@cmyeaton
@polsiewski

Top hashtags:
#covid19
#新型コロナウイルス
#wearamask
#procicat
#不要不急の外出自粛
#緊急事態措置
#coronavirus
#営業時間短縮の要請
#pcr
#antígenos

Description:
Description
The graph represents a network of 7,681 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 Thursday, 21 January 2021 at 12:03 UTC.

The requested start date was Thursday, 21 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, 15-hour, 35-minute period from Sunday, 17 January 2021 at 22:19 UTC to Wednesday, 20 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 : 7681
Unique Edges : 3508
Edges With Duplicates : 12681
Total Edges : 16189
Number of Edge Types : 5
Replies to : 835
Mentions : 2219
Retweet : 5282
MentionsInRetweet : 6370
Tweet : 1483
Self-Loops : 1514
Reciprocated Vertex Pair Ratio : 0.0066711140760507
Reciprocated Edge Ratio : 0.0132538104705103
Connected Components : 1187
Single-Vertex Connected Components : 539
Maximum Vertices in a Connected Component : 3427
Maximum Edges in a Connected Component : 8771
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 5.521162
Graph Density : 0.000127902860955605
Modularity : 0.476282
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 7,681 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 Thursday, 21 January 2021 at 12:03 UTC.

The requested start date was Thursday, 21 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, 15-hour, 35-minute period from Sunday, 17 January 2021 at 22:19 UTC to Wednesday, 20 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:
[307] 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
[71] https://www.cdc.gov/coronavirus/2019-ncov/travelers/testing-international-air-travelers.html
[68] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[55] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[54] https://www.pref.ibaraki.jp/1saigai/2019-ncov/kinkyujitaisengen.html
[48] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Informe_GIV_comunicacion_20210118.pdf
[46] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_292_COVID-19.pdf
[40] https://www.sandiegocounty.gov/content/sdc/hhsa/programs/phs/community_epidemiology/dc/2019-nCoV/vaccines/COVID-19-VaxEvents.html
[39] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/estrategia/medidasPrevCCAA.htm
[38] https://nextstrain.org/ncov/global

Top URLs in Tweet in G1:
[9] https://www.cdc.gov/coronavirus/2019-ncov/travelers/testing-international-air-travelers.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/about-face-coverings.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/Improving-Ventilation-Home.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/vsafe.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/participate-in-activities.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/8-things.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/need-extra-precautions/pregnancy-breastfeeding.html/
[4] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/vaccine-benefits.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/index.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/scientific-brief-emerging-variants.html

Top URLs in Tweet in G2:
[37] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/estrategia/medidasPrevCCAA.htm
[37] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Informe_GIV_comunicacion_20210118.pdf
[30] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_292_COVID-19.pdf
[27] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_293_COVID-19.pdf
[7] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/ciudadania.htm
[5] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Informe_GIV_comunicacion_20210119.pdf
[5] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/situacionActual.htm
[4] https://gobiernoabierto.navarra.es/es/coronavirus
[4] 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/InformesVigilanciaEpidemiologia2020.htm
[4] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/RECOMENDACIONES_USO_SEGURO_VACUNAS_COVID19.pdf

Top URLs in Tweet in G3:
[17] https://www.cdc.gov/coronavirus/2019-ncov/travelers/testing-international-air-travelers.html
[15] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[14] https://eautocheck.de
[12] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/vaccine-benefits.html
[12] https://www.sandiegocounty.gov/content/sdc/hhsa/programs/phs/community_epidemiology/dc/2019-nCoV/vaccines/COVID-19-VaxEvents.html
[12] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/ciutadania/mesures-contencio-COVID-19-aplicables-partir-7-gener-catalunya/
[10] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/managing-stress-anxiety.html
[8] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/index.html
[8] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/faq.html
[7] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/vsafe.html

Top URLs in Tweet in G4:
[50] https://www.pref.ibaraki.jp/1saigai/2019-ncov/kinkyujitaisengen.html
[37] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[8] https://www.city.yuki.lg.jp/sp/page/page006158.html
[7] https://www.pref.ibaraki.jp/1saigai/2019-ncov/ichiran.html
[4] https://www.pref.ibaraki.jp/1saigai/2019-ncov/documents/0117_shiryou.pdf
[4] https://www.pref.ibaraki.jp/1saigai/2019-ncov/documents/210115_shiryoteikyo.pdf
[3] https://www.pref.ibaraki.jp/1saigai/2019-ncov/kaiken.html
[3] https://www.pref.ibaraki.jp/1saigai/2019-ncov/hassei.html
[2] https://www.pref.ibaraki.jp/1saigai/2019-ncov/kinkyujitaisengen.html#sochi1
[2] https://www.pref.ibaraki.jp/1saigai/2019-ncov/kinkyujitaisengen.html#sochi2

Top URLs in Tweet in G5:
[31] https://nextstrain.org/ncov
[9] https://cov-lineages.org/
[7] https://nextstrain.org/ncov/oceania
[6] https://nextstrain.org/ncov/europe
[5] https://nextstrain.org/ncov/north-america
[4] https://nextstrain.org/ncov/south-america
[4] https://nextstrain.org/ncov/global
[3] https://nextstrain.org/ncov/africa
[3] https://nextstrain.org/ncov/asia
[3] https://www.biorxiv.org/cgi/content/short/2021.01.15.426463v1

Top URLs in Tweet in G6:
[250] 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
[13] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/vsafe.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

Top URLs in Tweet in G7:
[4] https://www.who.int/publications/i/item/who-2019-ncov-vaccination-IPC-2021-1
[3] https://www.who.int/publications/i/item/WHO-2019-nCoV-essential_health_services-monitoring-2021.1
[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
[1] https://apps.who.int/iris/bitstream/handle/10665/338057/WHO-2019-nCoV-RCCE-2020.3-eng.pdf?sequence=1&isAllowed=y
[1] https://www.who.int/publications/i/item/WHO-2019-nCoV-vaccines-SAGE_recommendation-BNT162b2-2021.1
[1] https://apps.who.int/iris/bitstream/handle/10665/338689/WHO-2019-nCoV-essential_health_services-monitoring-2021.1-eng.pdf
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/community/ventilation.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/using-ppe.html?fbclid=IwAR3qldjbW2n7_qHK_LgZFTCzqI4EFxm8sVQAS6vKqCx8HC6jKnDXPOVv7Hw
[1] https://www.who.int/publications/i/item/WHO-2019-nCoV-IPC_long_term_care-2021.1

Top URLs in Tweet in G8:
[5] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/ciutadania/mesures-contencio-COVID-19-aplicables-partir-7-gener-catalunya/
[4] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/ciutadania/que-es-coronavirus/proves-de-deteccio/
[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/valora-nivell-risc-activitats/
[2] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/ciutadania/que-es-coronavirus/simptomes-persistents/
[2] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/estrategia/medidasPrevCCAA.htm
[2] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_292_COVID-19.pdf
[2] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Informe_GIV_comunicacion_20210118.pdf
[2] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_293_COVID-19.pdf
[1] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/ciutadania/deteccio-de-casos-i-seguiment-de-contactes/persones-amb-simptomes-de-covid-19/

Top URLs in Tweet in G9:
[14] https://www.cdc.gov/coronavirus/2019-ncov/travelers/testing-international-air-travelers.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/facts.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/global-covid-19/shielding-approach-humanitarian.html
[1] http://www.travel.state.gov/content/travel.html
[1] https://www.cdc.gov/
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/how-they-work.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/prevention.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/8-things.html
[1] https://www.youtube.com/watch?v=PcDl84s1GXQ&feature=youtu.be


Top URLs in Tweet in G10:
[19] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/scientific-brief-emerging-variants.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/non-us-settings/overview/index.html#background

Top Domains
Top Domains in Tweet in Entire Graph:
[1244] cdc.gov
[331] gob.es
[327] mods.jp
[188] nextstrain.org
[187] lg.jp
[155] ibaraki.jp
[142] recombinomics.co
[116] go.jp
[98] who.int
[83] twitter.com

Top Domains in Tweet in G1:
[150] cdc.gov
[4] bit.ly
[3] arcgis.com
[3] twitter.com
[2] virological.org
[1] clinicaltrials.gov
[1] nejm.org
[1] co.ke
[1] gov.au

Top Domains in Tweet in G2:
[185] gob.es
[8] navarra.es
[5] cdc.gov
[3] twitter.com
[1] nextstrain.org
[1] rki.de
[1] biorxiv.org
[1] virological.org
[1] tweetedtimes.com

Top Domains in Tweet in G3:
[336] cdc.gov
[44] gob.es
[30] go.jp
[28] eautocheck.de
[26] ibaraki.jp
[20] twitter.com
[19] lg.jp
[17] gencat.cat
[17] sandiegocounty.gov
[14] nextstrain.org

Top Domains in Tweet in G4:
[114] ibaraki.jp
[8] lg.jp
[5] co.jp
[1] mods.jp
[1] yimg.jp
[1] twitter.com

Top Domains in Tweet in G5:
[87] nextstrain.org
[11] cov-lineages.org
[4] cdc.gov
[3] biorxiv.org
[2] twitter.com
[2] virological.org
[1] co.jp
[1] go.jp
[1] boisestate.edu
[1] sciencealert.com

Top Domains in Tweet in G6:
[252] mods.jp
[13] cdc.gov

Top Domains in Tweet in G7:
[12] who.int
[3] cdc.gov

Top Domains in Tweet in G8:
[19] gencat.cat
[9] gob.es
[1] catsalut.cat
[1] twitter.com

Top Domains in Tweet in G9:
[22] cdc.gov
[1] state.gov
[1] youtube.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1391] covid19
[454] 新型コロナウイルス
[194] wearamask
[158] procicat
[141] 不要不急の外出自粛
[138] 緊急事態措置
[120] coronavirus
[97] 営業時間短縮の要請
[84] pcr
[82] antígenos



Top Hashtags in Tweet in G1:
[536] covid19
[178] wearamask
[47] covidview
[11] medicare
[6] dyk
[6] vaccine
[5] longtermcare
[4] slowthespread
[4] cavstrong
[4] trump

Top Hashtags in Tweet in G2:
[299] covid19
[80] pcr
[80] antígenos
[34] coronavirus
[16] andalucía
[12] creatuburbuja
[6] yomevacuno
[5] vacunas
[4] quédateencasa
[3] longcovid

Top Hashtags in Tweet in G3:
[64] covid19
[20] covid
[16] coronavirus
[14] fwn
[14] freeworldnews
[14] today
[13] vaccine
[9] cdc
[8] 新型コロナウイルス
[7] catalunya

Top Hashtags in Tweet in G4:
[435] 新型コロナウイルス
[141] 不要不急の外出自粛
[138] 緊急事態措置
[97] 営業時間短縮の要請
[80] 県内全域
[80] 県内すべての飲食店
[58] テレワーク
[44] 緊急事態宣言
[44] 飲食店の営業時間の短縮
[17] 県独自の緊急事態宣言

Top Hashtags in Tweet in G5:
[37] covid19
[37] sarscov2
[31] opendata
[9] ncov
[6] b117
[6] openaccess
[4] b1351
[2] bcsir
[2] virologynimhans
[2] virology

Top Hashtags in Tweet in G7:
[28] covid19
[3] riskcommunication
[3] communityengagement
[2] healthworkers
[2] healthservices
[1] coronavirus
[1] wuhan
[1] china
[1] wearamask
[1] covid

Top Hashtags in Tweet in G8:
[150] procicat
[13] covid19
[3] protecció
[2] coronavirus
[2] riscòmetre
[1] canalsalut
[1] covidconsell
[1] prl
[1] infografía
[1] triasalut

Top Hashtags in Tweet in G9:
[20] covid19
[6] wearamask
[4] cdc
[2] thevirusstopswithme
[2] inthistogether
[1] vaxme
[1] sleeveup

Top Words
Top Words in Tweet in Entire Graph:
[1386] #covid19
[1335] covid
[1332] 19
[779] cdcgov
[763] cdc
[679] ibaraki_kouhou
[632] ncov
[601] more
[461] 2019
[455] test

Top Words in Tweet in G1:
[711] cdcgov
[536] #covid19
[349] more
[249] getting
[198] help
[178] #wearamask
[163] spread
[148] make
[144] slow
[141] vaccinated

Top Words in Tweet in G2:
[323] sanidadgob
[294] #covid19
[223] saludpublicaes
[197] dosis
[176] españa
[164] información
[139] mascarilla
[135] 19
[134] actualización
[109] vacunación

Top Words in Tweet in G3:
[275] covid
[273] 19
[94] cdc
[90] ncov
[85] more
[76] vaccine
[64] #covid19
[55] 2019
[48] learn
[47] vaccines

Top Words in Tweet in G4:
[676] ibaraki_kouhou
[435] #新型コロナウイルス
[435] 感染症情報
[427] 本日の新規陽性者数
[427] 本日の退院等回復者数
[427] 現在の入院者数
[427] うち重症者数
[427] 引き続き
[427] 感染症対策にご協力をお願いします
[425] 本日の死亡者数

Top Words in Tweet in G5:
[105] nextstrain
[100] gisaid
[90] sequences
[66] updated
[65] non
[61] 501y
[58] nswhpathology
[56] thanks
[56] westsydhealth
[56] sydney_uni

Top Words in Tweet in G6:
[248] 医療従事者向けとされていますが
[248] ワクチンの基本情報やリンクがよくまとまっています
[248] 本当によい
[247] minesoh
[13] アメリカの副作用モニタリング
[13] スマホでv
[13] safe
[13] 2度めのリマインダーも
[12] georgebest1969
[2] toshimabou

Top Words in Tweet in G7:
[264] human
[133] transmission
[132] preliminary
[132] investigations
[132] conducted
[132] chinese
[132] authorities
[132] found
[132] clear
[132] evidence

Top Words in Tweet in G8:
[211] salutcat
[173] més
[153] vigents
[153] fins
[153] voleu
[151] dies
[150] #procicat
[150] acorda
[150] allargar
[150] restriccions

Top Words in Tweet in G9:
[166] negative
[165] test
[163] covid
[163] 19
[154] viral
[146] travelgov
[146] enter
[97] attempting
[94] travelers
[61] united

Top Words in Tweet in G10:
[153] cdc
[139] cases
[137] reporting
[137] 122
[137] b117
[137] variant
[137] 20
[137] states
[137] 88
[137] friday's

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1047] covid,19
[438] #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
[415] うち重症者数,12人
[415] 12人,引き続き
[381] 2019,ncov
[273] 本日の死亡者数,0名
[273] 0名,本日の退院等回復者数
[273] 感染症対策にご協力をお願いします,#いばら

Top Word Pairs in Tweet in G1:
[144] slow,spread
[141] spread,#covid19
[139] make,sure
[135] over,nose
[135] help,slow
[134] nose,mouth
[132] #wearamask,more
[132] more,layers
[132] layers,fabric
[132] fabric,over

Top Word Pairs in Tweet in G2:
[98] datos,#covid19
[98] sanidadgob,actualización
[98] covid,19
[87] resumen,documento
[87] documento,equidad
[87] equidad,salud
[87] salud,covid
[87] 19,análisis
[87] análisis,propuestas
[87] propuestas,abordar

Top Word Pairs in Tweet in G3:
[239] covid,19
[38] learn,more
[38] 2019,ncov
[30] sars,cov
[27] 19,vaccine
[25] 19,vaccines
[23] 19,vaccination
[17] getting,covid
[17] united,states
[15] wearing,mask

Top Word Pairs in Tweet in G4:
[435] #新型コロナウイルス,感染症情報
[427] 引き続き,感染症対策にご協力をお願いします
[421] ibaraki_kouhou,#新型コロナウイルス
[412] うち重症者数,12人
[412] 12人,引き続き
[271] 本日の死亡者数,0名
[271] 0名,本日の退院等回復者数
[271] 感染症対策にご協力をお願いします,#いばら
[145] 感染症情報,1月18日
[143] 本日の死亡者数,1名

Top Word Pairs in Tweet in G5:
[56] nswhpathology,westsydhealth
[56] westsydhealth,sydney_uni
[50] nextstrain,gisaid
[43] south,african
[35] ncdcgov,krisp_news
[35] krisp_news,rjlessells
[35] rjlessells,tuliodna
[35] tuliodna,eduanwilkinson
[35] eduanwilkinson,nhls_sa
[35] build,updated

Top Word Pairs in Tweet in G6:
[248] 医療従事者向けとされていますが,ワクチンの基本情報やリンクがよくまとまっています
[248] ワクチンの基本情報やリンクがよくまとまっています,本当によい
[247] minesoh,医療従事者向けとされていますが
[13] アメリカの副作用モニタリング,スマホでv
[13] スマホでv,safe
[13] safe,2度めのリマインダーも
[12] georgebest1969,アメリカの副作用モニタリング
[2] toshimabou,昨日知りましたが
[2] 昨日知りましたが,今はこの様な状況まで話が進んでいる様です
[2] 今はこの様な状況まで話が進んでいる様です,予防効果がある

Top Word Pairs in Tweet in G7:
[132] preliminary,investigations
[132] investigations,conducted
[132] conducted,chinese
[132] chinese,authorities
[132] authorities,found
[132] found,clear
[132] clear,evidence
[132] evidence,human
[132] human,human
[132] human,transmission

Top Word Pairs in Tweet in G8:
[150] #procicat,acorda
[150] acorda,allargar
[150] allargar,restriccions
[150] restriccions,vigents
[150] vigents,catalunya
[150] catalunya,15
[150] 15,dies
[150] dies,més
[150] més,fins
[150] fins,febrer

Top Word Pairs in Tweet in G9:
[163] covid,19
[155] negative,covid
[153] 19,viral
[151] viral,test
[97] attempting,enter
[61] united,states
[59] citizens,lprs
[56] present,negative
[56] lprs,exempt
[56] exempt,negative

Top Word Pairs in Tweet in G10:
[137] cdc,reporting
[137] reporting,122
[137] 122,cases
[137] cases,b117
[137] b117,variant
[137] variant,20
[137] 20,states
[137] states,88
[137] 88,friday's
[137] friday's,report

Top Replied-To
Top Replied-To in Entire Graph:
@quietob83023773
@gisaid
@cdcgov
@plumprofessora
@wsj
@statesre
@salud_na
@robinmonotti
@chuanito2
@ingrahamangle

Top Replied-To in G1:
@cdcgov
@dreamer27_05
@oliverrosengren
@baae88
@macjordan
@thehill
@hopejmj2
@moreauchevrolet
@milenaholdert
@deusexretina

Top Replied-To in G2:
@salud_na
@mfranco_uah
@kikollan
@luchayhonorrmcf
@agustinhci
@eliarguedas
@essintilde
@mediterranea66

Top Replied-To in G3:
@byuoritter

Top Replied-To in G5:
@gisaid
@emma_ducros
@quinntisg
@lolstatsguy
@cychiu98
@bioturbonick
@phil_d_grayson
@marionkoopmans
@miss_bushido
@firefoxx66

Top Replied-To in G6:
@toshimabou

Top Replied-To in G7:
@co2detective
@cat_gaming_
@the_rbf

Top Replied-To in G9:
@chrijon1613
@ingridhdet
@guayol1
@dr_ccsutter
@onenationnewera

Top Replied-To in G10:
@humourkim
@cmyeaton

Top Mentioned
Top Mentioned in Entire Graph:
@cdcgov
@ibaraki_kouhou
@sanidadgob
@minesoh
@saludpublicaes
@salutcat
@who
@travelgov
@cmyeaton
@nextstrain

Top Mentioned in G1:
@cdcgov
@usedgov
@medicaregov
@cdcdirector
@healthgov
@bmhcaucus
@travelgov
@leoncounty
@cdc_drh
@1stcavalrydiv

Top Mentioned in G2:
@sanidadgob
@saludpublicaes
@jaracubillo
@pifermu
@sefh_
@dgobandalucia
@guardiacivil
@corrnotcausa
@ngbpadel2
@cdcgov

Top Mentioned in G3:
@drdeyforyou
@kojima_aponet
@demsabroadcan
@george_nl
@umi_yama_machi
@classstruggler
@aureliobelandom

Top Mentioned in G4:
@ibaraki_kouhou
@igarashitatsuo
@ryugasaki_city
@tobucchi
@yuki_city
@blurmyu
@chikusei_city
@ihciekam
@k_ooigawa
@moriya_citypro

Top Mentioned in G5:
@nextstrain
@gisaid
@nswhpathology
@westsydhealth
@sydney_uni
@firefoxx66
@trvrb
@ncdcgov
@krisp_news
@rjlessells

Top Mentioned in G6:
@minesoh
@georgebest1969
@moritako1121
@toshimabou

Top Mentioned in G7:
@who
@mvankerkhove
@acog
@ianaskew_hrp
@catchthebaby
@ombaggio
@unicef
@health_hiv2030
@concern
@bdconcern

Top Mentioned in G8:
@salutcat
@sanidadgob
@ugtcatalunya
@icscat
@capsbesq
@bsabadalona
@epidemixs
@icsebre
@ajuntamentolesa
@gencat

Top Mentioned in G9:
@travelgov
@cdctravel
@flhealthduval
@cdcgov
@usinnigeria
@usembassyph
@calguard
@wastroud

Top Mentioned in G10:
@cmyeaton
@saskiapopescu
@v2019n
@jreinermd
@_theancientone_

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@ja8yum
@angelus_0923
@tesco
@sectest9
@m_m1941
@hjlv2378
@jurylady5
@myfavoritescene
@ecodaren

Top Tweeters in G1:
@thehill
@its_coachb
@loyalfan1
@legrouxvincent
@cnbsnana
@sandi_childs
@blaaaaahhx3
@coronaupdatebot
@alykhansatchu
@thesydneya

Top Tweeters in G2:
@marcodacostafx
@el_pais
@marisanba1
@mariaperezpere
@edgardogarciasa
@escafint
@indignindigente
@viralvideovlogs
@santigurtubay
@937908mcm

Top Tweeters in G3:
@cas_2050001283
@toicitiesnews
@gooochin
@didaclopez
@barbiewithatude
@homefronthugs
@golos_ukraine
@arm1475
@aureliobelandom
@bodhibrian

Top Tweeters in G4:
@angelus_0923
@sportsandanime
@yukimiyatakako
@noel_hasui
@shirayukihime_p
@sgr_kn
@over56_34
@yana_3001
@takeyo
@zachota

Top Tweeters in G5:
@animesh1977
@silvrib
@njdoc
@mig30m6
@meloniasherban
@lunera_luz
@m7m5ea
@fabriciosx
@jeromepandell
@cnhyrein

Top Tweeters in G6:
@kagakuro965
@neokko1
@tamatama2
@fukushima_akita
@s_i_r_i_u_s_
@ryusiph
@umenosuke_tani
@umenya_okami
@saya0kurishina
@satoyuuri

Top Tweeters in G7:
@ilona84010600
@positive4uk
@wenurses
@pitrko
@fjordman1
@lvassiliev
@chizibaga
@diversdiscussio
@claudiomendez
@slawsonkari

Top Tweeters in G8:
@estermartia
@smujal
@pili_stage
@nil_cat1
@albagh121
@maitemvcb
@riderman24h
@shitfromthecow
@silviasaiz_1714
@xpineda

Top Tweeters in G9:
@wadakashiho
@noyahking
@mcgboye
@rey_collazo
@apiwenuwen
@nick_zen
@morganaucourant
@mostlivablecity
@laurenrajczak
@anwaakong

Top Tweeters in G10:
@meruemgi
@bannerite
@miss_placed_
@suekhi
@auntsophie1
@paulpaul49
@lapin47
@covid19testsnow
@jj_angelus
@vaw511


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