NCoV, Twitter, 9/16/2020 1:09:08 PM, 235263


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NCoV_2020-09-16_01-37-01.xlsx
NCoV_2020-09-16_01-37-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 16, 2020
Short Description:
NCoV via NodeXL https://bit.ly/2ZGZInx
@cdcgov
@viralvideovlogs
@saludpublicaes
@sanidadgob
@salutcat
@cdcemergency
@cdcespanol
@hospitalclinic
@lluis1966
@realdonaldtrump

Top hashtags:
#covid19
#wearamask
#coronavirus
#covidview
#新型コロナウイルス
#covid_19
#sarscov2
#dyk

Description:
Description
The graph represents a network of 7,526 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 Wednesday, 16 September 2020 at 08:49 UTC.

The requested start date was Wednesday, 16 September 2020 at 00:01 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 4-day, 9-hour, 38-minute period from Friday, 11 September 2020 at 14:22 UTC to Wednesday, 16 September 2020 at 00:00 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 : 7526
Unique Edges : 3116
Edges With Duplicates : 12697
Total Edges : 15813
Number of Edge Types : 5
Retweet : 5603
MentionsInRetweet : 6535
Tweet : 1320
Replies to : 659
Mentions : 1696
Self-Loops : 1340
Reciprocated Vertex Pair Ratio : 0.00565417488494412
Reciprocated Edge Ratio : 0.011244769874477
Connected Components : 1046
Single-Vertex Connected Components : 429
Maximum Vertices in a Connected Component : 3677
Maximum Edges in a Connected Component : 9136
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.913042
Graph Density : 0.000135044580779985
Modularity : 0.483178
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 7,526 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 Wednesday, 16 September 2020 at 08:49 UTC.

The requested start date was Wednesday, 16 September 2020 at 00:01 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 4-day, 9-hour, 38-minute period from Friday, 11 September 2020 at 14:22 UTC to Wednesday, 16 September 2020 at 00:00 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:
[100] https://www.ecdc.europa.eu/en/cases-2019-ncov-eueea
[88] https://www.cdc.gov/coronavirus/2019-ncov/community/large-events/considerations-for-events-gatherings.html
[80] https://www.cell.com/cell/fulltext/S0092-8674(20)31230-7
[77] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/cloth-face-cover-guidance.html
[75] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_205_COVID-19.pdf
[72] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_206_COVID-19.pdf
[62] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/COVID-19_pruebas_diagnosticas_10_09_2020.pdf
[50] https://www.city.edogawa.tokyo.jp/e004/bosaianzen/covid-19/taiou/index.html#kangae
[48] http://ncov.mohw.go.kr/
[48] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/about-face-coverings.html

Top URLs in Tweet in G1:
[15] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/prevention.html
[11] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/about-face-coverings.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/community/election-polling-locations.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/symptoms-testing/symptoms.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/contact-tracing.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/covidview/index.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/index.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/need-extra-precautions/people-with-seasonal-allergies-faqs.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/testing/serology-overview.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/indicators.html

Top URLs in Tweet in G2:
[58] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_205_COVID-19.pdf
[47] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_206_COVID-19.pdf
[35] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_207_COVID-19.pdf
[8] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/ciudadania/docs/20_09_11_Preguntas_y_respuestas_vuelta_al_cole.pdf
[7] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov-China/ciudadania.htm
[7] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/COVID19_Estrategia_vigilancia_y_control_e_indicadores.pdf
[6] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Guia_actuacion_centros_educativos.pdf
[5] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/COVID-19_pruebas_diagnosticas_10_09_2020.pdf
[5] https://www.mscbs.gob.es/en/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/COVID19_Mascarillas_quirurgicas.pdf
[3] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/ciudadania.htm

Top URLs in Tweet in G3:
[16] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/about-face-coverings.html
[11] https://www.cdc.gov/coronavirus/2019-ncov/downloads/declaration-form.pdf
[10] https://www.ecdc.europa.eu/en/cases-2019-ncov-eueea
[9] https://eautocheck.de/
[8] https://science.sciencemag.org/content/sci/early/2020/02/19/science.abb2507.full.pdf
[7] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/ciutadania/salut-escola/informacio-per-a-families/
[6] https://www.cdc.gov/coronavirus/2019-ncov/covid-eviction-declaration.html
[6] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/ciutadania/salut-escola/
[6] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/how-to-wear-cloth-face-coverings.html
[6] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_206_COVID-19.pdf

Top URLs in Tweet in G4:
[30] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/ciutadania/salut-escola/
[3] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/ciutadania/salut-escola/informacio-per-a-families/
[3] https://canalsalut.gencat.cat/web/.content/_A-Z/C/coronavirus-2019-ncov/material-divulgatiu/cartells-escola.pdf
[3] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/ciutadania/represa-de-la-normalitat/mesures-per-contenir-els-brots/mesures-per-contenir-els-brots-aplicables-a-tot-catalunya/
[3] http://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/ciutadania/represa-de-la-normalitat/mesures-de-proteccio/
[2] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/
[1] https://t.me/SalutEscolaCAT
[1] https://canalsalut.gencat.cat/web/.content/_A-Z/C/coronavirus-2019-ncov/material-divulgatiu/infografia-mesures-salut-escola.pdf
[1] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/COVID19_Estrategia_vigilancia_y_control_e_indicadores.pdf
[1] http://ow.ly/rtoF50BqXef

Top URLs in Tweet in G5:
[4] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/contact-tracing.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/managing-stress-anxiety.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/how-to-wear-cloth-face-coverings.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/prevention.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/stress-coping/index.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/reducing-stigma.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/essential-goods-services.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/about-face-coverings.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/special-populations/pregnancy-data-on-covid-19.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/php/eh-practitioners/general-population-disaster-shelters.html

Top URLs in Tweet in G6:
[3] https://www.who.int/publications/i/item/WHO-2019-nCoV-Non-communicable_diseases-Policy_brief-2020.1
[2] https://www.who.int/publications/i/item/WHO-2019-nCoV-EHS_continuity-survey-2020.1
[2] https://www.euro.who.int/en/health-topics/health-emergencies/coronavirus-covid-19/novel-coronavirus-2019-ncov-technical-guidance/stay-physically-active-during-self-quarantine/_recache
[2] https://www.researchgate.net/publication/344069753_Phylogenetic_analyses_and_genomic_variation_of_the_2019-nCoV
[2] https://www.who.int/publications/i/item/WHO-2019-nCoV-Non-communicable_diseases-Actions-2020.1
[2] https://www.who.int/publications/i/item/WHO-2019-nCoV-Non-communicable_diseases-Evidence-2020.1
[1] https://www.who.int/publications/i/item/WHO-2019-nCoV-Policy_Brief-Long-term_Care-2020.1
[1] https://www.who.int/teams/social-determinants-of-health/covid-19/
[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
[1] https://apps.who.int/iris/bitstream/handle/10665/334253/WHO-2019-nCoV-Antigen_Detection-2020.1-eng.pdf?sequence=1&isAllowed=y

Top URLs in Tweet in G7:
[2] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/covidview/index.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/php/public-health-recommendations.html
[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://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/cloth-face-cover.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/downloads/lab/fda-calculator.pdf
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/planning-scenarios.html
[1] https://nytimes.com/interactive/2020/03/17/upshot/hospital-bed-shortages-coronavirus.html
[1] https://twitter.com/PryTo5/status/1262184346703802373?s=19
[1] https://www.cdc.gov/coronavirus/2019-ncov/lab/virus-requests.html

Top URLs in Tweet in G8:
[6] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/prevention.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/investigations-discovery/hospitalization-death-by-age.html
[5] 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#cases_totalcases
[4] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/cloth-face-cover-guidance.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/covid-eviction-declaration.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/hcp/planning-scenarios.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/need-extra-precautions/people-with-medical-conditions.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/forecasting-us.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/covidview/index.html
[2] https://www.cdc.gov/nchs/nvss/vsrr/covid_weekly/index.htm

Top URLs in Tweet in G9:
[8] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[4] https://www.pref.ibaraki.jp/1saigai/2019-ncov/kaiken200908.html
[1] https://www3.nhk.or.jp/lnews/mito/20200915/1070010770.html

Top URLs in Tweet in G10:
[3] https://www.gob.cl/coronavirus/
[3] https://www.minsal.cl/nuevo-coronavirus-2019-ncov/casos-confirmados-en-chile-covid-19/
[2] https://www.minsal.cl/nuevo-coronavirus-2019-ncov/material-de-descarga/

Top Domains
Top Domains in Tweet in Entire Graph:
[1214] cdc.gov
[376] gob.es
[123] recombinomics.co
[116] europa.eu
[101] who.int
[96] cell.com
[86] gencat.cat
[73] tokyo.jp
[67] go.kr
[62] twitter.com

Top Domains in Tweet in G1:
[169] cdc.gov
[5] bit.ly
[3] radian6.com
[1] ncbar.org
[1] who.int
[1] dy.si
[1] instagram.com
[1] twitter.com
[1] vfa.de

Top Domains in Tweet in G2:
[205] gob.es
[2] cdc.gov
[1] europa.eu
[1] cell.com
[1] gencat.cat
[1] twitter.com

Top Domains in Tweet in G3:
[244] cdc.gov
[32] gob.es
[18] eautocheck.de
[17] twitter.com
[15] europa.eu
[14] gencat.cat
[14] go.kr
[12] tokyo.jp
[11] ibaraki.jp
[10] lci.fr

Top Domains in Tweet in G4:
[53] gencat.cat
[2] gob.es
[1] t.me
[1] ow.ly
[1] bit.ly

Top Domains in Tweet in G5:
[19] cdc.gov

Top Domains in Tweet in G6:
[17] who.int
[2] researchgate.net

Top Domains in Tweet in G7:
[7] cdc.gov
[1] who.int
[1] nytimes.com
[1] twitter.com

Top Domains in Tweet in G8:
[44] cdc.gov
[1] twitter.com
[1] who.int
[1] gob.es
[1] covidexitstrategy.org
[1] europa.eu

Top Domains in Tweet in G9:
[12] ibaraki.jp
[1] or.jp

Top Domains in Tweet in G10:
[5] minsal.cl
[3] gob.cl

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2229] covid19
[809] wearamask
[348] coronavirus
[262] covidview
[206] 新型コロナウイルス
[185] covid_19
[145] sarscov2
[87] dyk
[80] infection
[80] cellular



Top Hashtags in Tweet in G1:
[744] covid19
[670] wearamask
[170] covidview
[44] coronavirus
[31] newmom
[31] breastfeeding
[22] parentstobe
[15] dyk
[15] laborday
[13] mask

Top Hashtags in Tweet in G2:
[505] covid19
[130] coronavirus
[17] nolotiresporlaborda
[5] mascarillas
[3] covid_19
[2] estonoesunjuego
[2] educación
[2] prevención
[1] vueltaalcolesegura
[1] documentosprl

Top Hashtags in Tweet in G3:
[84] covid19
[35] coronavirus
[13] ncov
[11] covid
[10] cdc
[10] wearamask
[9] topenews
[6] sarscov2
[5] covid_19
[5] covidー19

Top Hashtags in Tweet in G4:
[42] covid19
[20] pcr
[11] escolessegures
[8] salutescola
[7] escola
[6] salutiescola
[6] escolesobertes
[4] ensensortirem
[3] covid
[3] canalsalut

Top Hashtags in Tweet in G5:
[183] covid19
[91] wearamask
[61] dyk
[21] community
[13] covidview
[9] selfcare
[8] prepyourhealth
[6] newmom
[6] breastfeeding
[6] natlprep

Top Hashtags in Tweet in G6:
[22] covid19
[15] ncds
[7] actonncds
[3] healthcare
[2] sarscov2
[2] vaccines
[1] covidー19
[1] ejercitobolivarianobicentenario
[1] laverdaddevenezuela
[1] fanb

Top Hashtags in Tweet in G8:
[2] coronavirus
[1] trumpliedamericansdied

Top Hashtags in Tweet in G9:
[189] 新型コロナウイルス
[9] いばらきアマビエちゃん
[4] stage2

Top Hashtags in Tweet in G10:
[156] covid_19
[1] cuidémonosentretodos
[1] plancoronavirus

Top Words
Top Words in Tweet in Entire Graph:
[2229] #covid19
[1882] covid
[1681] cdcgov
[1601] 19
[979] help
[953] mask
[847] spread
[814] wear
[809] #wearamask
[792] cdc

Top Words in Tweet in G1:
[1506] cdcgov
[744] #covid19
[729] help
[708] covid
[706] 19
[670] #wearamask
[636] spread
[623] mask
[620] slow
[612] wear

Top Words in Tweet in G2:
[505] #covid19
[356] saludpublicaes
[328] sanidadgob
[232] datos
[222] españa
[193] min
[190] positivo
[171] actualización
[160] 15
[144] información

Top Words in Tweet in G3:
[174] 19
[164] covid
[108] ncov
[84] #covid19
[72] cdc
[67] 2019
[64] more
[56] learn
[54] spread
[50] 2020

Top Words in Tweet in G4:
[307] salutcat
[195] centre
[190] està
[188] alumne
[188] esperant
[188] resultats
[177] important
[170] molt
[169] pot
[169] educatiu

Top Words in Tweet in G5:
[209] cdcemergency
[183] #covid19
[121] health
[108] department
[103] cdcgov
[91] #wearamask
[85] help
[75] exposed
[70] stay
[69] wash

Top Words in Tweet in G6:
[114] ncov
[113] coronavirus
[111] 2019
[110] recomendaciones
[110] población
[110] acerca
[110] pueden
[110] zapatos
[110] propagar
[109] somos_ejercito

Top Words in Tweet in G7:
[104] coronavirus
[97] week
[96] kerpen
[96] weekly
[96] print
[96] illness
[96] cli
[96] ending
[96] september
[96] visits

Top Words in Tweet in G8:
[41] realdonaldtrump
[17] cdc
[14] 2019
[13] ncov
[13] deaths
[11] president
[10] 20200121
[10] sitrep
[10] pdf
[8] pandemic

Top Words in Tweet in G9:
[189] #新型コロナウイルス
[189] 感染症情報
[188] ibaraki_kouhou
[186] また
[170] 新たに2名が同感染症に感染していることが確認されました
[89] 9月14日
[89] 同感染症患者で
[89] 県内の医療機関に入院されていた方が1名
[89] お亡くなりになりました
[89] なお

Top Words in Tweet in G10:
[156] #covid_19
[153] balance
[153] diario
[153] septiembre
[153] ministerio
[153] salud
[153] informa
[153] casos
[153] totales
[151] hilo

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1494] covid,19
[722] slow,spread
[700] spread,covid
[670] help,slow
[640] public,help
[634] sure,wear
[633] cdcgov,#wearamask
[633] wear,right
[633] right,way
[632] 19,sure

Top Word Pairs in Tweet in G1:
[706] covid,19
[620] slow,spread
[605] help,slow
[604] spread,covid
[594] cdcgov,#wearamask
[587] public,help
[587] sure,wear
[586] 19,sure
[586] wear,right
[586] right,way

Top Word Pairs in Tweet in G2:
[232] datos,#covid19
[221] #covid19,españa
[135] materiales,información
[134] actualización,datos
[131] sanidadgob,actualización
[130] contacto,estrecho
[129] información,#coronavirus
[126] considera,contacto
[126] estrecho,estar
[126] estar,positivo

Top Word Pairs in Tweet in G3:
[150] covid,19
[56] 2019,ncov
[36] learn,more
[23] spread,covid
[20] slow,spread
[18] wear,mask
[16] social,distancing
[15] coronavirus,2019
[14] protect,yourself
[14] #covid19,#coronavirus

Top Word Pairs in Tweet in G4:
[188] alumne,està
[188] està,esperant
[169] centre,educatiu
[168] molt,important
[168] important,alumne
[168] esperant,resultats
[168] resultats,pcr
[168] pcr,pot
[168] pot,assistir
[168] assistir,centre

Top Word Pairs in Tweet in G5:
[108] health,department
[69] wash,hands
[69] hands,watch
[69] watch,distance
[69] distance,stay
[69] stay,feet
[68] setting,#wearamask
[68] #wearamask,wash
[65] cdcemergency,remember
[62] someone,health

Top Word Pairs in Tweet in G6:
[111] 2019,ncov
[110] recomendaciones,población
[110] población,acerca
[110] acerca,coronavirus
[110] coronavirus,2019
[110] ncov,pueden
[110] pueden,zapatos
[110] zapatos,propagar
[109] somos_ejercito,recomendaciones
[15] preliminary,investigations

Top Word Pairs in Tweet in G7:
[96] weekly,print
[96] print,coronavirus
[96] coronavirus,illness
[96] illness,cli
[96] cli,week
[96] week,ending
[96] ending,september
[96] september,visits
[95] kerpen,weekly
[95] visits,match

Top Word Pairs in Tweet in G8:
[13] 2019,ncov
[10] 20200121,sitrep
[10] sitrep,2019
[10] ncov,pdf
[7] realdonaldtrump,20200121
[6] covid,19
[6] cdc,guidelines
[5] many,elderly
[5] elderly,dying
[5] dying,makes

Top Word Pairs in Tweet in G9:
[189] #新型コロナウイルス,感染症情報
[185] ibaraki_kouhou,#新型コロナウイルス
[170] 新たに2名が同感染症に感染していることが確認されました,また
[89] 感染症情報,9月14日
[89] 9月14日,新たに2名が同感染症に感染していることが確認されました
[89] また,同感染症患者で
[89] 同感染症患者で,県内の医療機関に入院されていた方が1名
[89] 県内の医療機関に入院されていた方が1名,お亡くなりになりました
[89] お亡くなりになりました,なお
[89] なお,退院等回復された方は6名です

Top Word Pairs in Tweet in G10:
[153] balance,diario
[153] diario,#covid_19
[153] septiembre,ministerio
[153] ministerio,salud
[153] salud,informa
[153] informa,casos
[153] casos,totales
[151] hilo,balance
[149] ministeriosalud,hilo
[78] totales,confirmados

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@gisaid
@sanidadclm
@edconwaysky
@mianrey
@beven23
@pixeljunkie2
@anarchotrash
@numeroteca
@topublichealth

Top Replied-To in G1:
@raulguedealeon
@curtisatlaw
@rankin_bob
@dusanorldusan
@mzhemingway
@capucine4444
@focuscheryl
@dilaranrw

Top Replied-To in G2:
@mianrey
@anacristina_req
@farmagemma
@anasanromn1
@lauraruizlpez3

Top Replied-To in G4:
@urgenciasemerge

Top Replied-To in G5:
@cdcemergency
@saludamerica
@cdcgov

Top Replied-To in G6:
@who
@corax_the_raven

Top Replied-To in G7:
@wewanttolive5
@timgators
@aprylmarie
@ethicalskeptic
@esquirecal
@iahphx
@patrioticpurple

Top Replied-To in G8:
@realdonaldtrump
@johnfavere
@benjjumper
@beerandanvils
@getbackintheki7
@joeebrownjr
@bone_is
@mawannaspratt
@reallyawakennow
@donaldjtrumpjr

Top Mentioned
Top Mentioned in Entire Graph:
@cdcgov
@saludpublicaes
@sanidadgob
@salutcat
@cdcemergency
@ibaraki_kouhou
@who
@ministeriosalud
@cdcespanol
@somos_ejercito

Top Mentioned in G1:
@cdcgov
@alinouriphd
@surgeon_general
@cdcemergency
@hhs_ash
@hhsgov
@cdcenvironment
@cdcdirector
@cbp
@headstartgov

Top Mentioned in G2:
@saludpublicaes
@sanidadgob
@gteisemi
@dgobiernocv
@adslcadiz
@consulmexatl
@ampasanjuancruz
@mianrey
@060gobes
@anaisnursing

Top Mentioned in G3:
@dalethgonzalez
@drandreaskruger
@hospicerdanya
@berastane
@mattstefanik
@medical_news_j

Top Mentioned in G4:
@salutcat
@icscat
@educaciocat
@hospitalclinic
@coibarcelona
@ed
@csdmaresme
@sanidadgob
@icsgirona
@pcmontcada

Top Mentioned in G5:
@cdcemergency
@cdcgov
@elenariosmd
@nhmamd
@phidotorg
@nahnnursing
@minoritynurse
@latinasinmed
@firstgendocs
@lynnmmertz

Top Mentioned in G6:
@who
@somos_ejercito
@un_ncd
@undp
@mvankerkhove
@doctorshaib
@researchgate
@covid19nz
@draxelrod_who
@fctcofficial

Top Mentioned in G7:
@kerpen
@jhaskinscabrera
@ethicalskeptic
@marc_elrich
@kylamb8
@laurenbpoe
@aprylmarie
@whichdid
@hollandcourtney
@jackson90771068

Top Mentioned in G8:
@realdonaldtrump
@drudge
@johnfavere
@potus
@nasoj12
@markknoller
@foxnews
@govsisolak
@je_mclaughlin
@cdcgov

Top Mentioned in G9:
@ibaraki_kouhou
@blurmyu

Top Mentioned in G10:
@ministeriosalud
@jmartinezvalpo
@pdazan
@intendenciav

Top Tweeters
Top Tweeters in Entire Graph:
@simanekomama
@robre62
@lopezgovlaw
@matiere
@littlebytesnews
@utsukitiger
@wittgenstein_jm
@rjber15
@sosgur82
@billm9

Top Tweeters in G1:
@rjber15
@billm9
@johnjoechad
@willseattle
@marthalynneowe1
@katcapps
@vedehimajumdar
@nerdy_ian
@hijcp
@breakingnewzman

Top Tweeters in G2:
@faby_nava77
@independientegc
@juanygar63
@edgardogarciasa
@nusagatero
@kaluapiscis
@mer_anoto
@937908mcm
@yamilesofia
@474ntx4

Top Tweeters in G3:
@matiere
@ken_crichlow
@dominiquevanpee
@didaclopez
@medical_news_j
@_bb011
@aureliobelandom
@jp_kenchan_dayo
@crwriter1
@ketan72

Top Tweeters in G4:
@wittgenstein_jm
@annapistu
@pili_stage
@miquel303marti
@lexmarcasvila
@nil_cat1
@miki_gtr
@xeniabusse
@no_oblid
@ittsanittah

Top Tweeters in G5:
@yuki22luna
@wadakashiho
@suigyu703
@zephyorg
@jfifudhdvhdjzuh
@rockford_il
@svuearp
@miho_s_0919
@stephenbranham1
@dprnesq

Top Tweeters in G6:
@yajairacgarciap
@mjudana
@frankli93537028
@cirmilapure
@undp
@kevindavis338
@andrewserickson
@lordcommandermn
@who
@rafaelhernan34

Top Tweeters in G7:
@starcoreone02
@freedomconnect_
@4est2j
@patriotczar
@indiegop
@keny_berd
@phildurling100
@joe_nuzz
@gigliomarilyn
@byjayclemons

Top Tweeters in G8:
@tvnnoticias
@foxnews
@lrihendry
@newshour
@jlq529
@reallyawakennow
@johnfavere
@penny20035
@markknoller
@breitbartnews

Top Tweeters in G9:
@onkloma
@zyoushou
@sgr_kn
@yoko1_1_1
@contaxndigital
@yamano__88
@usaitama
@akeykomichan721
@kuron0_1ine
@sanbana

Top Tweeters in G10:
@fabiparraguezm
@grupowurtlitzer
@tavo_ucatolica
@mgarcia318
@manuelj64662246
@yuryvargas5
@matias_bolso
@intendenciarm
@pisis20022000
@ttiloslagos