NCoV, Twitter, 3/2/2021 1:14:17 PM, 249938


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NCoV_2021-03-02_02-34-14.xlsx
NCoV_2021-03-02_02-34-14.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 02, 2021
Short Description:
NCoV via NodeXL https://bit.ly/3kOm145
@cdcgov
@drericding
@chris_f_carson
@doritmi
@kantei_vaccine
@ale_battini
@kevin_mckernan
@demiurgotuiter
@saludpublicaes
@hhsgov

Top hashtags:
#covid19
#新型コロナウイルス
#新型コロナワクチン
#sleeveup
#いばらきアマビエちゃん
#astrazeneca
#segura
#eficàcia

Description:
Description
The graph represents a network of 7,806 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 Tuesday, 02 March 2021 at 10:44 UTC.

The requested start date was Tuesday, 02 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, 21-hour, 12-minute period from Thursday, 25 February 2021 at 16:42 UTC to Monday, 01 March 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 : 7806
Unique Edges : 3240
Edges With Duplicates : 12956
Total Edges : 16196
Number of Edge Types : 5
Retweet : 5758
MentionsInRetweet : 6957
Tweet : 1154
Replies to : 637
Mentions : 1690
Self-Loops : 1181
Reciprocated Vertex Pair Ratio : 0.00467059980334317
Reciprocated Edge Ratio : 0.00929777342794226
Connected Components : 947
Single-Vertex Connected Components : 383
Maximum Vertices in a Connected Component : 4835
Maximum Edges in a Connected Component : 11392
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.171723
Graph Density : 0.000134163129168696
Modularity : 0.492653
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 7,806 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 Tuesday, 02 March 2021 at 10:44 UTC.

The requested start date was Tuesday, 02 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, 21-hour, 12-minute period from Thursday, 25 February 2021 at 16:42 UTC to Monday, 01 March 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:
[254] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/ventilation.html
[77] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/ciutadania/mesures/1-marc/
[52] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[44] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_153_COVID-19.pdf
[40] https://www.pref.hiroshima.lg.jp/site/2019-ncov/#status
[38] https://hiroshima.stopcovid19.jp/
[35] https://nextstrain.org/ncov/global
[33] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[30] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_320_COVID-19.pdf
[25] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/recommendations.html

Top URLs in Tweet in G1:
[9] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/ventilation.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/community/ventilation.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/schools.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/downloads/community/schools-childcare/K-12-Operational-Strategy-2021-2-12.pdf
[1] https://ncov.moh.gov.vn/en/-/6851664-3
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/clinical-care/late-sequelae.html
[1] https://drive.google.com/file/d/1uwelYLZe4L94MjXR7tRMlLBTrEjn2WeU/view
[1] https://drive.google.com/file/d/1n_SUJ7EM8UHrKrrjaAlEEtMJKfw-fmRp/view
[1] https://twitter.com/DrEricDing/status/1365678603212648461
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/Improving-Ventilation-Home.html#:~:text=If%20you%20can%2C%20open%20multiple,high%20levels%20of%20outdoor%20pollution

Top URLs in Tweet in G2:
[53] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/ventilation.html
[13] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/recommendations.html
[12] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/index.html
[7] https://www.cdc.gov/coronavirus/2019-ncov/your-health/effective-masks.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/index.html?linkId=112190518
[5] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/vsafe.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/facts.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/faq.html#mask
[3] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/toolkits/community-organization.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/cloth-face-cover-guidance.html

Top URLs in Tweet in G3:
[37] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/ventilation.html
[35] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/ciutadania/mesures/1-marc/
[14] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[13] https://eautocheck.de
[9] https://canalsalut.gencat.cat/web/.content/_A-Z/C/coronavirus-2019-ncov/ciutadania/mesures/mesures-1-marc.pdf
[8] https://ncov.se
[6] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/facts.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/transmission/variant-cases.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/covid-eviction-declaration.html
[6] https://en.wikipedia.org/wiki/Executive_order

Top URLs in Tweet in G4:
[2] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2488-idsc/iasr-news/10022-491p01.html
[2] https://nextstrain.org/narratives/trees-background/ja?n=9
[2] https://www.niid.go.jp/niid/ja/basic-science/virology/10097-virology-2021-1.html
[1] https://covid.cdc.gov/covid-data-tracker/?CDC_AA_refVal=https%3A%2F%2Fwww.cdc.gov%2Fcoronavirus%2F2019-ncov%2Fcases-updates%2Fcases-in-us.html&utm_source=twitter&utm_medium=twitter&utm_term=f236d215-1b47-457a-858d-00f2530c2bf5&utm_content=&utm_campaign=#cases_casesper100klast7days
[1] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2484-idsc/10170-covid19-36.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/facts.html
[1] https://facta.news/notizia-falsa/2020/07/06/no-il-vaccino-di-gates-per-la-covid19-non-modifica-il-dna/
[1] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov.html

Top URLs in Tweet in G5:
[23] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_320_COVID-19.pdf
[5] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/estrategia/medidasPrevCCAA.htm
[5] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/AnexoIIpaises-yzonasderiesgo_entre01032021y14032021.pdf
[4] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/ciudadania.htm
[3] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/spth.htm
[3] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/COVID19_Ventilacion.pdf
[3] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_321_COVID-19.pdf
[3] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Informe_GIV_comunicacion_20210225.pdf
[3] https://gacetamedica.com/investigacion/para-lograr-inmunidad-contra-la-infeccion-para-el-coronavirus-necesitariamos-una-vacuna-de-administracion-intranasal/
[3] https://espanol.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/how-they-work.html

Top URLs in Tweet in G6:
[5] https://www.cdc.gov/coronavirus/2019-ncov/travelers/map-and-travel-notices.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/keythingstoknow.html?utm_source=TWITTER&utm_medium=TWITTER&utm_content=100001870220320&utm_campaign=Real+Time&linkId=100000033912876
[3] https://www.cdc.gov/coronavirus/2019-ncov/need-extra-precautions/people-with-disabilities/list-of-resources.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/participate-in-activities.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/managing-stress-anxiety.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/keythingstoknow.html?utm_source=TWITTER&utm_medium=TWITTER&utm_content=100001870223962&utm_campaign=Real+Time&linkId=100000033913243
[2] https://www.cdc.gov/coronavirus/2019-ncov/transmission/variant-cases.html
[2] https://twitter.com/KARAS8626_TV2XQ/status/1332015472502480896
[2] https://twitter.com/KARAS8626_TV2XQ/status/1332017359242969088

Top URLs in Tweet in G7:
[38] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[6] https://www.pref.ibaraki.jp/1saigai/2019-ncov/documents/210228_shiryouteikyou.pdf
[6] https://www.city.yuki.lg.jp/sp/page/page006158.html
[4] https://www.pref.ibaraki.jp/1saigai/2019-ncov/ichiran.html
[3] https://www.pref.ibaraki.jp/1saigai/2019-ncov/covid-19_vaccine/team.html
[1] https://www.pref.ibaraki.jp/1saigai/2019-ncov/kaiken.html
[1] https://news.yahoo.co.jp/articles/78da37fc03fe4d2281f77ae049dffa067444e728
[1] https://news.yahoo.co.jp/articles/e392993007152918b777a8811a81a48d4fe5ff90
[1] https://news.yahoo.co.jp/articles/cd0553057b34f84fe890a813bcae0fc8e21e0255
[1] https://www.pref.ibaraki.jp/1saigai/2019-ncov/documents/210301_shiryouteikyou.pdf

Top URLs in Tweet in G8:
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/about-face-coverings.html
[1] https://www.flyfrontier.com/committed-to-you/
[1] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/variant-surveillance/variant-info.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/children/protect-children.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/burden.html

Top URLs in Tweet in G9:
[20] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/ventilation.html
[10] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/children/symptoms.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/diy-cloth-face-coverings.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/mask-fit-and-filtration.html
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2900432-3%2Ffulltext&rc=0
[1] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/operation-strategy.html
[1] https://twitter.com/CDCgov/status/1363885801755533313
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/forum/resources.html
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DF9hB9BgonHs%26feature%3Dyoutu.be&q=EgS4SO-bGMut-IEGIhkA8aeDS28gqx0SicZUVpfFDzURg6SChrWKMgFy
[1] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/schools.html

Top URLs in Tweet in G10:
[3] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/ventilation.html
[3] https://www.minsal.cl/nuevo-coronavirus-2019-ncov/casos-confirmados-en-chile-covid-19/
[2] https://www.gob.cl/coronavirus/
[1] https://www.minsal.cl/nuevo-coronavirus-2019-ncov/informe-epidemiologico-covid-19/
[1] https://espanol.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/indicators.html
[1] https://www.minsal.cl/nuevo-coronavirus-2019-ncov/material-de-descarga/
[1] https://apps.who.int/iris/bitstream/handle/10665/332073/WHO-2019-nCoV-Adjusting_PH_measures-Criteria-2020.1-eng.pdf?sequence=1&isAllowed=y
[1] https://www.minsal.cl/nuevo-coronavirus-2019-ncov/informe-epidemiologico-covid-19/#.YDsfCztBM9o.twitter
[1] https://www.minsal.cl/nuevo-coronavirus-2019-ncov/casos-confirmados-en-chile-covid-19/#.YDqXxXemmEU.twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[1268] cdc.gov
[178] gob.es
[130] recombinomics.co
[106] lg.jp
[94] nextstrain.org
[93] gencat.cat
[77] ibaraki.jp
[71] twitter.com
[41] who.int
[38] stopcovid19.jp

Top Domains in Tweet in G1:
[19] cdc.gov
[2] google.com
[1] gov.vn
[1] twitter.com
[1] europa.eu

Top Domains in Tweet in G2:
[196] cdc.gov
[4] twitter.com
[3] google.com
[3] who.int
[1] gob.mx
[1] nih.gov
[1] ncai.org
[1] umms.org
[1] mit.edu
[1] mayoclinic.org

Top Domains in Tweet in G3:
[257] cdc.gov
[47] gencat.cat
[26] eautocheck.de
[25] gob.es
[22] twitter.com
[20] ibaraki.jp
[8] who.int
[8] ncov.se
[7] arcgis.com
[7] lg.jp

Top Domains in Tweet in G4:
[6] go.jp
[2] cdc.gov
[2] nextstrain.org
[1] facta.news

Top Domains in Tweet in G5:
[67] gob.es
[3] gacetamedica.com
[3] cdc.gov
[1] bit.ly

Top Domains in Tweet in G6:
[39] cdc.gov
[6] twitter.com

Top Domains in Tweet in G7:
[55] ibaraki.jp
[6] lg.jp
[3] co.jp

Top Domains in Tweet in G8:
[4] cdc.gov
[1] flyfrontier.com

Top Domains in Tweet in G9:
[36] cdc.gov
[1] elsevierhealth.com
[1] twitter.com
[1] google.com
[1] ashrae.org

Top Domains in Tweet in G10:
[7] minsal.cl
[4] cdc.gov
[2] gob.cl
[1] who.int

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2952] covid19
[336] 新型コロナウイルス
[312] 新型コロナワクチン
[196] sleeveup
[101] いばらきアマビエちゃん
[94] astrazeneca
[93] segura
[93] eficàcia
[71] coronavirus
[65] covid_19



Top Hashtags in Tweet in G1:
[1578] covid19

Top Hashtags in Tweet in G2:
[593] covid19
[181] sleeveup
[26] covidvaccineforum
[25] vaccination
[8] new
[6] wearamask
[4] coronavirus
[3] valentinesday
[3] griefsupport
[2] dyk

Top Hashtags in Tweet in G3:
[62] covid19
[21] coronavirus
[17] covid
[13] fwn
[13] freeworldnews
[13] today
[9] 茨城県
[8] 新型コロナウイルス
[6] corona
[5] vaccine

Top Hashtags in Tweet in G4:
[312] 新型コロナワクチン
[6] covid19
[2] sleeveup
[1] uscg
[1] combatcovid
[1] vaccine
[1] covidvaccineforum
[1] vaccination
[1] coronavirus
[1] siquat

Top Hashtags in Tweet in G5:
[159] covid19
[34] mascarilla
[23] ventilación
[16] 6m
[10] andalucía
[4] yomevacuno
[4] mali
[4] burkinafaso
[3] vacunacovid19
[3] coronavirus

Top Hashtags in Tweet in G6:
[242] covid19
[30] vaccines
[19] exercise
[12] dyk
[11] masks
[10] sleeveup
[5] wearamask
[3] covid
[2] prepyourhealth
[2] mask

Top Hashtags in Tweet in G7:
[327] 新型コロナウイルス
[101] いばらきアマビエちゃん
[6] 結城市
[3] 緊急事態宣言
[3] 解除
[1] 龍ケ崎
[1] 龍ケ崎市コロナ対策

Top Hashtags in Tweet in G9:
[36] cdc
[12] covid19
[2] covid
[1] ventilation
[1] filtration
[1] bettermasks
[1] covidvaccineforum

Top Hashtags in Tweet in G10:
[63] covid_19
[12] covid19
[10] chile
[1] covid
[1] vueltaaclases
[1] cuidémonosentretodos

Top Words
Top Words in Tweet in Entire Graph:
[3304] air
[2952] #covid19
[2348] cdc
[1917] schools
[1839] guidance
[1706] drericding
[1676] huge
[1657] using
[1648] released
[1645] windows

Top Words in Tweet in G1:
[3146] air
[1630] drericding
[1620] guidance
[1607] huge
[1606] cdc
[1581] schools
[1578] #covid19
[1571] released
[1567] indoor
[1567] windows

Top Words in Tweet in G2:
[971] cdcgov
[593] #covid19
[385] pandemic
[356] help
[301] ventilation
[253] learn
[247] more
[231] during
[221] vaccine
[209] available

Top Words in Tweet in G3:
[169] covid
[168] 19
[75] ncov
[67] cdc
[62] #covid19
[60] vaccine
[38] 2019
[37] more
[37] mesures
[36] coronavirus

Top Words in Tweet in G4:
[312] 国立感染症研究所が
[312] 国内での新型コロナワクチンの接種開始にあたり
[312] 現在得られている知見の概要をまとめています
[312] 専門的ですが
[312] ワクチンの臨床試験の結果や変異株に対する有効性などがまとめられています
[312] 新型コロナワクチン
[311] kantei_vaccine
[15] pandemic
[12] covid
[12] keep

Top Words in Tweet in G5:
[159] #covid19
[158] saludpublicaes
[86] espacios
[82] ventilación
[62] recomienda
[61] frente
[58] sanidadgob
[54] medidas
[48] cerrados
[42] personas

Top Words in Tweet in G6:
[242] #covid19
[169] hhsgov
[160] more
[131] vaccine
[128] vaccines
[128] available
[123] vaccination
[112] facts
[112] find
[111] become

Top Words in Tweet in G7:
[339] 引き続き
[327] #新型コロナウイルス
[327] 感染症情報
[321] 本日の新規陽性者数
[321] 本日の退院等回復者数
[321] 現在の入院者数
[321] うち重症者数
[321] 感染症対策にご協力をお願いします
[318] ibaraki_kouhou
[223] 本日の死亡者数

Top Words in Tweet in G8:
[126] cdc
[108] ojpac
[108] flyfrontier
[108] guidelines
[107] both
[107] frontiers
[107] covid
[107] explicitly
[107] state
[107] children

Top Words in Tweet in G9:
[101] schools
[93] ventilation
[64] cdc
[41] guidance
[39] 19
[39] good
[38] child
[37] covid
[37] huffmanlabdu
[37] today

Top Words in Tweet in G10:
[64] ministeriosalud
[63] #covid_19
[62] ministerio
[62] salud
[62] casos
[62] confirmados
[61] hilo
[61] balance
[61] diario
[61] febrero

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1646] guidance,schools
[1641] cdc,released
[1635] indoor,air
[1633] air,guidance
[1631] opening,windows
[1631] windows,using
[1631] using,portable
[1631] portable,air
[1630] released,indoor
[1630] schools,#covid19

Top Word Pairs in Tweet in G1:
[1571] cdc,released
[1567] indoor,air
[1566] air,guidance
[1564] guidance,schools
[1563] huge,cdc
[1563] released,indoor
[1563] schools,#covid19
[1563] #covid19,emphasize
[1563] emphasize,opening
[1563] opening,windows

Top Word Pairs in Tweet in G2:
[223] learn,more
[200] stop,pandemic
[199] help,stop
[198] pandemic,learn
[196] use,tools
[196] tools,available
[196] available,help
[196] more,#covid19
[195] important,everyone
[195] everyone,use

Top Word Pairs in Tweet in G3:
[151] covid,19
[28] noves,mesures
[27] 2019,ncov
[22] 19,vaccines
[21] més,informació
[18] 19,vaccine
[16] har,tillfrisknat
[15] learn,more
[14] mesures,contenció
[13] hashtag,2020

Top Word Pairs in Tweet in G4:
[312] 国立感染症研究所が,国内での新型コロナワクチンの接種開始にあたり
[312] 国内での新型コロナワクチンの接種開始にあたり,現在得られている知見の概要をまとめています
[312] 現在得られている知見の概要をまとめています,専門的ですが
[312] 専門的ですが,ワクチンの臨床試験の結果や変異株に対する有効性などがまとめられています
[312] ワクチンの臨床試験の結果や変異株に対する有効性などがまとめられています,新型コロナワクチン
[311] kantei_vaccine,国立感染症研究所が
[11] see,status
[11] status,covid
[11] covid,cases
[11] cases,pandemic

Top Word Pairs in Tweet in G5:
[58] frente,#covid19
[48] espacios,cerrados
[39] atención,nuevas
[39] nuevas,medidas
[39] medidas,seguridad
[39] seguridad,prevención
[39] prevención,frente
[39] #covid19,aulas
[39] aulas,recomienda
[39] recomienda,ventilación

Top Word Pairs in Tweet in G6:
[111] #covid19,vaccines
[109] vaccines,become
[109] become,available
[109] available,helpful
[109] helpful,know
[109] know,facts
[109] facts,vaccination
[109] vaccination,find
[109] find,more
[109] more,vaccine

Top Word Pairs in Tweet in G7:
[327] #新型コロナウイルス,感染症情報
[321] 引き続き,感染症対策にご協力をお願いします
[316] ibaraki_kouhou,#新型コロナウイルス
[118] 感染症対策にご協力をお願いします,#いばらき
[113] 感染症情報,2月28日
[113] 2月28日,本日の新規陽性者数
[113] 本日の新規陽性者数,15人
[113] 15人,本日の死亡者数
[113] 本日の死亡者数,3人
[113] 3人,本日の退院等回復者数

Top Word Pairs in Tweet in G8:
[107] ojpac,flyfrontier
[107] flyfrontier,both
[107] both,cdc
[107] cdc,frontiers
[107] frontiers,covid
[107] covid,guidelines
[107] guidelines,explicitly
[107] explicitly,state
[107] state,children
[107] children,under

Top Word Pairs in Tweet in G9:
[90] ventilation,schools
[37] schools,child
[37] child,care
[37] care,programs
[36] covid,19
[36] #cdc,update
[36] update,today
[36] today,26
[36] 26,ventilation
[36] programs,looks

Top Word Pairs in Tweet in G10:
[62] ministerio,salud
[61] hilo,balance
[61] balance,diario
[61] diario,#covid_19
[61] febrero,ministerio
[61] salud,informa
[61] informa,casos
[61] casos,totales
[61] totales,confirmados
[59] ministeriosalud,hilo

Top Replied-To
Top Replied-To in Entire Graph:
@gisaid
@cdcgov
@johndavid61205
@z_mutoh
@jeremyfaison4tn
@blue_ncov
@stacey_rudin
@1984kuhn
@naomirwolf
@adelaid84706125

Top Replied-To in G1:
@flahault
@taralyong
@docarnica
@drericding
@jheighton3
@nymne

Top Replied-To in G2:
@cdcgov
@royblunt
@repkinzinger
@dr2nisreenalwan
@nagynago
@lesaquejennifer
@pelletiermelan1
@adamjkucharski
@shiftygirl91
@mpaulhiacpison

Top Replied-To in G3:
@byuoritter

Top Replied-To in G5:
@a3noticias
@sanidadgob
@el_plural

Top Replied-To in G6:
@cdcemergency
@brunzmom

Top Replied-To in G7:
@z_mutoh

Top Replied-To in G8:
@ojpac
@brianharvill6
@v5m1000

Top Replied-To in G9:
@kharaguchi
@pezzertron

Top Replied-To in G10:
@metrodesantiago
@mineduc
@pepesolido

Top Mentioned
Top Mentioned in Entire Graph:
@drericding
@cdcgov
@ibaraki_kouhou
@kantei_vaccine
@hhsgov
@saludpublicaes
@le___doc
@cdcg
@flyfrontier
@ojpac

Top Mentioned in G1:
@drericding
@gonggasgirl
@catchthebaby
@larryboorstein

Top Mentioned in G2:
@cdcgov
@le___doc
@pablofuente
@drericding
@kprather88
@linseymarr
@dr2nisreenalwan
@carolinecolijn
@readygov
@equitylist

Top Mentioned in G3:
@cemilyucei
@62jerseygirl
@womackamc
@officialcorlaj

Top Mentioned in G4:
@kantei_vaccine
@uscg
@cdcgov
@osamu_iga
@siquatuk

Top Mentioned in G5:
@saludpublicaes
@sanidadgob
@educaciongob
@dgobandalucia
@desdelamoncloa
@territorialgob
@embespsenegal
@gacetamedicacom
@cdcgov

Top Mentioned in G6:
@hhsgov
@cdcg
@cdcgov
@cdcemergency
@robinlynnekelly
@repescobar
@razafund
@drericding
@karas8626_tv2xq
@pbcdem

Top Mentioned in G7:
@ibaraki_kouhou
@tsukubais
@kantei
@sugawitter
@nhk_nw9
@nhk_news
@nhk_ohayou
@nhk_bs1
@nhk_bs_premium
@nhk_syakaibu

Top Mentioned in G8:
@flyfrontier
@ojpac
@thealexvanness
@kevin_mckernan
@nowackyscience
@mark_hartshorne
@roncoleman

Top Mentioned in G9:
@huffmanlabdu
@cdcdirector
@j_g_allen
@cosagov
@drericding
@xanderkoolman
@sdicht
@cdcgov
@rwalensky
@kprather88

Top Mentioned in G10:
@ministeriosalud
@elaval
@florenciatevy
@mjcalvimontes
@drenriqueparis
@penalolen
@svillapol
@mineduc
@raulfiguersa

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@ecodaren
@kittenish823
@superalitita
@solutioneer72
@lopezgovlaw
@ez4u2say_janis
@littlebytesnews
@mtokj307
@becaes_

Top Tweeters in G1:
@ez4u2say_janis
@littlebytesnews
@meruemgi
@johnjoechad
@monty_chadha
@politicalbee
@meidas_damon
@sar_oso
@phendricks71
@gpwriter

Top Tweeters in G2:
@_redfrog
@wqqn
@lechatnoire4
@rosenchild
@lavenderblue27
@mfalx0102
@cblazblaz
@adunlea
@protestmusica
@canisgallicus

Top Tweeters in G3:
@didaclopez
@golos_ukraine
@haolethai
@aureliobelandom
@jp_kenchan_dayo
@deccanherald
@branemark1
@owhy3
@indiablooms
@932jp

Top Tweeters in G4:
@mtokj307
@k1a1zzz
@newla
@kokusizu2
@gooochin
@miki82800
@wadakashiho
@defined_un_sort
@007akemi
@lorettabower3

Top Tweeters in G5:
@capadociados
@mariaperezpere
@edgardogarciasa
@sylar_71
@santigurtubay
@mikihoyos
@937908mcm
@a3noticias
@kiliancd
@chile7171

Top Tweeters in G6:
@solutioneer72
@sddphoto
@79topper
@loyalfan1
@antarianrani
@all435reps
@reesetheone1
@themuslimhippie
@alcinx
@eternalnikolas

Top Tweeters in G7:
@bear_rits_conan
@nhk_news
@mutoh_z
@noel_hasui
@shirayukihime_p
@sgr_kn
@tiiduka
@zachota
@dummyxtweet
@ryuuku330

Top Tweeters in G8:
@guardian_elite
@pimenov_lia
@mightymouth5413
@conniesuverkrup
@de_ploribusunum
@27kislev5719
@mpls55418
@roncoleman
@rantyamycurtis
@mollygalt

Top Tweeters in G9:
@knight201701
@digyoursoul
@mercenarygraphi
@dropoutnation
@cruellaisdevine
@sacourtreporter
@alamoontherise
@lexhoogduin
@saraheolson2009
@blue1harry1tims

Top Tweeters in G10:
@marcelagp2
@metrodesantiago
@tavo_ucatolica
@magiastral
@rnoerr
@ale_machine
@matias_bolso
@lilaromana
@kennomeli86
@sofzapatazavala


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