Evolución de enfermedad por el coronavirus (COVID-19)

Healthcare

Publisher Ministerio de Sanidad

Administration level State Administration

Entity

Public

License

https://www.mscbs.gob.es/avisoLegal/home.htm

Description

Este conjunto de datos ofrece datos sobre el brote de la enfermedad por un nuevo tipo de virus de la familia Coronaviridae, denominado como SARS-CoV-2. La enfermedad causada por este nuevo virus se ha denominado por consenso internacional COVID-19.

Los datos aquí recogidos provienen de los reportados por los servicios de salud de las Comunidades Autónomas.

Se está trabajando para mejorar los datos ofrecidos a medida que sea posible.

Data

Information

Show technical data sheet of the dataset.

Technical sheet

Distributions(6)

Identification Interoperability

Access point URL	https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov-China/situacionActual.htm

Format	PDF

Identification Interoperability

Access point URL	https://portalcne.isciii.es/enecovid19/

Format	HTML

Identification Interoperability

Access point URL	https://www.isciii.es/QueHacemos/Servicios/VigilanciaSaludPublicaRENAVE/EnfermedadesTransmisibles/Paginas/InformesCOVID-19.aspx

Format	PDF

Identification Interoperability Reusability

Access point URL	https://cnecovid.isciii.es/covid19/resources/casos_diagnostico_ccaa.csv

Format	CSV

Additional information	https://cnecovid.isciii.es/covid19/#documentación-y-datos

Identification Interoperability Reusability

Access point URL	https://cnecovid.isciii.es/covid19/resources/casos_diagnostico_provincia.csv

Format	CSV

Additional information	https://cnecovid.isciii.es/covid19/#documentación-y-datos

Identification Interoperability

Access point URL	https://cnecovid.isciii.es/covid19/

Format	HTML

Keywords
Tags	COVID-19
Categories
Categories	Healthcare
Coverage
Geographic coverage	Spain
Refresh rate	Daily
Language
Languages	Spanish

References
Other resources	https://covid19.gob.es/ https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov-China/ciudadania.htm https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov-China/documentos.htm https://www.mscbs.gob.es/profesionales/cargarNotas.do

Comments

Francisco 03/05/2022 - 15:04
Parece que ya no se publican los datos detallados de defunciones que, hasta el 30 de marzo de 2022, podían descargarse en https://cnecovid.isciii.es/covid19/#documentaci%C3%B3n-y-datos

¿Hay una fuente alternativa de estos datos?

Gracias por vuestra atención.
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- datos.gob.es 04/05/2022 - 11:04
  
  In reply to Parece que ya... per datos.gob.es
  Estimado:
  
  Hemos trasladado su solicitud al organismo responsable, le informaremos cuando tengamos más información.
  
  Un cordial saludo,
  
  datos.gob.es
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Francisco 18/04/2021 - 19:12
¿Por qué habéis dejado de actualizar los datos?
Los últimos son del 25/01/2021.
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Pedro 10/02/2021 - 19:15
Seria posible añadir tambien informaciòn sobre las vacunaciones aqui?,un link o algo así sería suficiente, tenerlo todo en el mismo lugar seria muy comodo.

Muchas gracias
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Joaquin 02/02/2021 - 19:19
genial los reportes, muy buen trabajo
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NuKe 02/02/2021 - 14:55
¿Podéis actualizar los datos de las series históricas please? Desde hace unos días que ya no se actualizan :(
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José Esteban Linde 12/01/2021 - 22:45
¡¡¡ Qué fracaso mas espeluznante !!! Ahora los ficheros csv no estan disponibles, después de llevar desde el 30 de diciembre sin actualizarse.

Es desesperante el desprecio de las autoridades por la transparencia y por las TI. Con estas actitudes, la pretendida modernización con fondos europeos va a ser puro humo, espuertas de miles de millones a las arcas de las grandes empresas, incluídas multinacionales de fuera de la unión incluídas y nada mas.

Qué pena.
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- Alejandro Fontal 02/02/2021 - 11:32
  
  In reply to ¡¡¡ Qué fracaso... per Alejandro Fontal
  Hay alguna manera de obtener los datos diarios actualizados por CCAA? Los CSV parecen erróneos...
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  - Daniel 21/02/2021 - 15:55
    
    In reply to Hay alguna manera... per Daniel
    https://cnecovid.isciii.es/covid19/#documentaci%C3%B3n-y-datos
    
    Aquí están actualizados siempre en:
    
    Datos disponibles correspondientes a estos indicadores
    Se facilitan 2 archivos CSV por “fecha imputada (fecha_imp)” con la información detallada en el documento metadata_tecnica_ccaa_prov_res.pdf. Por favor, consulte este documento antes de la consulta de los datos del CSV:
    
    casos_tecnica_ccaa.csv: Número de casos por técnica diagnóstica y CCAA (de residencia)
    casos_tecnica_provincia.csv: Número de casos por técnica diagnóstica y provincia (de residencia)
    
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anti 30/12/2020 - 18:07
Presumis de transparencia de los datos pero tan variada informacion haceis que sean inentendibles para el ciudadano.
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- Joaquin 02/02/2021 - 19:17
  
  In reply to Presumis de transparencia... per Joaquin
  Pues yo lo he entendido perfectamente, ademas para quien los que como a mi nos gustan los datos detallados, los informes estan geniales
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Asier 06/11/2020 - 18:59
Lamentablemente como en toda la pandemia, existe una clara falta de rigor en los datos propocionados. Las series históricas por comunidad y por provincia tan solo muestran el número de casos diagnosticados, diferenciando entre diagnósticos por PCR y diagnósticos por "pruebas otras"; ¿les parece serio que las series históricas solo muestren esos datos, y con ese nivel de incertidumbre? sería bueno que incluyesen todos los datos que ya en marzo se exigieron a las comunidades y que sirvieran para de verdad tener una visión de la situación. Número de pruebas realizadas, número de ingresos hospitalarios, número de ingresos en UCI, número de altas, número de altas de UCI, y si fuera posible una segregación de datos por rangos de edades y sexo. También tener una visión de la proporción de asintomáticos detectados puede ser útil. Espero que simplemente sea que no están mostrando esos datos, pero que en realidad si los tienen, porque si no me pregunto en base a qué están tomando medidas.
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- Claudia Müller 22/12/2020 - 09:49
  
  In reply to Lamentablemente como en... per Claudia Müller
  Muy bien dicho. Sólo así se puede analizar la situación entera.
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- Alfredo 24/10/2021 - 19:00
  
  In reply to Lamentablemente como en... per Alfredo
  Muchas gracias por compartir esta información
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Jose Vicens 06/11/2020 - 10:10
Deberían de cuidar más la presentación de los datos y poner a disposición de cualquier interesado las series históricas. Las tablas excel que ofrecen y que acabo de descargar no se pueden utilizar y son intratables.
Cualquier analista podría colaborar en la explicación de retardos y efectos de las diferentes medidas adoptadas pero para ello es preciso disponer de series homogéneas y fiables que en esta página no se ofrecen. Les agradecería que me indicaran, en caso de existir, donde encontrar los datos históricos que publican diariamente .
Atentamente
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gonzalo 06/10/2020 - 14:20
me gustaria saber cuantas pruebas se han realizado para saber todo el espacio muestral pruebas Vs positivos. gracias
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Oscar H. 22/08/2020 - 12:28
Hecho en falta los datos históricos de ingresos.
Hay históricos de contagios y de fallecidos, pero no de ingresos.
A la larga, es el dato mas robusto y uno de los más relevantes a la hora de valorar la evolución de la epidemia.
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- Inma V. 18/11/2020 - 09:47
  
  In reply to Hecho en falta... per Inma V.
  Yo también sigo echándolos en falta. De hecho ya se ha producido un salto por actualizaciones el 3 de noviembre, pero no se han publicado los datos actualizados anteriores.
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Jose 20/08/2020 - 04:02
Estamos a día 20 de agosto y el último dato es del día 9.
Necesitamos datos actualizados para poder trabajar.
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Dave 13/08/2020 - 07:53
Dia 13 de agosto. Ultima actualizacion del 2 de agosto...... con unos datos que no incluyen la informacion requerida...... en fin, un desproposito.
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Toni 12/08/2020 - 15:53
Los últimos datos por provincias son de día 2 de agosto. Se han ido de vacaciones? Qué difícil es obtener información en este país.
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Martin Rey 30/07/2020 - 16:23
Sigo a la espera de que publiquen TODOS los datos que se solicitaron a las comunidades autónomas desde el 15 de marzo, según BOE (https://www.boe.es/diario_boe/txt.php?id=BOE-A-2020-3702)
Serían los siguientes, agregados por comunidad autónoma:

N.º de casos confirmados
N.º de casos hospitalizados.
N.º de casos ingresados en camas de críticos (UCI, REA, etc.).
N.º de casos dados de alta.
N.º de casos dados de alta por defunción.
N.º de casos en las últimas 24 horas.
N.º de pruebas diagnósticas (PCR) realizadas.

En el fichero CSV "Serie histórica de casos por Comunidad Autónoma" sólo se informa de los positivos diarios (positivos 24h) por comunidad autónoma, uno de los 7 datos que se solicitaron a las CCAA.
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Luis Alfredo 28/06/2020 - 15:02
El anterior dataset era el informe cumulativo del Ministerio de Sanidad y Consumo.
El actual dataset es el informe de incidencias de la Red Nacional de Vigilancia Epidemiológica.

Háganse cargo de que están sustituyendo un dataset por el otro, y que los datos de la RENAVE no muestran la fecha real del informe del caso; sino la fecha de síntomas O LA FECHA ESTIMADA.
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Fernando 22/06/2020 - 15:30
Para cuando la serie completa con contagios, recuperados, fallecidos?
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Dave 16/06/2020 - 18:02
Hoy es dia 16 de junio. La ultima actualizacion del fichero CSV es del dia 20 de mayo. Y los rebrotes empezando. Y la venda en los ojos.
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- amartinez 17/06/2020 - 12:03
 
 In reply to Hoy es dia... per amartinez
 Se han actualizado los enlaces a los ficheros CSV. Ahora los datos se proporcionan por Comunidad Autónoma y por Provincia.
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 - Dave 17/06/2020 - 13:14
 
 In reply to Se han actualizado... per Dave
 Gracias por la actualización, voy a ver que puedo hacer con los nuevos datos.
 
 Para empezar, veo que han desaparecido las columnas de casos hospitalizados, en la UCI y fallecidos. Tienen intención de retomar esas series de datos?
 
 Saludos,
 D
 
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José Luis Villalobos Lopez 05/06/2020 - 17:27
Estamos a 6 de Junio de 2020 y los datos de la serie histórica por CCAA siguen congelados a fecha 20 de Mayo. Es increible tanta desidia, tanta ineficacia. Viendo como ni siquiera se saben transcribir datos se entiende como ha ido la gestión de las cosas más complejas. Que vergüenza.
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- amartinez 17/06/2020 - 12:04
  
  In reply to Estamos a 6... per amartinez
  Se han actualizado los enlaces a los ficheros CSV. Ahora los datos se proporcionan por Comunidad Autónoma y por Provincia.
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Miguel Diez 02/06/2020 - 08:54
Esta situación ya es indefendible.
Exigo como ciudadano la consolidación y publicación actualizada diaria de los datos disponibles desglosados no sólo por comunidades autónomas, sino por provincias y municipios para los casos confirmados (tests), hospitalizados, UCI y fallecidos.
Por favor, que estamos en 2020 y ya pasaron 3 meses desde el caos inicial. No me valen excusas del tipo "los ayuntamientos no están informatizados" cuando todo el mundo tiene móvil/portatil con internet y se podrían reportar datos desde apps oficiales por el personal cualificado/responsable.
Esto es un esperpento.
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Luis Alfredo 01/06/2020 - 00:56
Los datos del test de anticuerpos, ¿son los positivos? ¿positivos IgG? ¿positivos IgM?
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Germán Gallego Laborda 30/05/2020 - 11:35
Buenos días. Dos preguntas ¿Cuál es la frecuencia de actualización de la serie histórica por Comunidades en CSV? y ¿Se podría incluir en esta página la fecha de actualización del archivo? De esta forma se evitaría tenerlo que descargar e investigar la última fecha registrada.
Gracias por anticipado.
Germán Gallego.
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antonio cast 28/05/2020 - 16:24
Los datos estan totalmente desactualizados. La última fecha es del 20/05/2020. Estamos a 28/05/2020. En 8 días no hay tiempo para actualizar la información?. Esto es una falta de respeto al ciudadano.
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Daniel 27/05/2020 - 08:44
He descargado el archivo csv y veo que la columna "casos" está vacía y que la columna "PCR+" muestra unas cifras que se supone que son las de positivos del día pero, en el caso de la Comunidad de Madrid, al cotejarlas con las cifras que facilita el gobierno en sus actualizaciones veo que no coinciden y que hay unas diferencias importantes respecto a ellas (a veces hasta el cuádruple). En el resto de CCAA hay pequeñas variaciones en los datos reportados por el gobierno pero generalmente coinciden. Sin embargo en el caso de la Comunidad de Madrid TODAS las cifras en la columna PCR+ no coinciden por diferencias de cientos o miles ¿Se trata de un error ?

Si así fuera, no puedo entender cómo es posible que nadie se de cuenta, porque lleváis días, no sé si semanas sin corregirlo y sin que el csv muestre los casos confirmados de cada día para la Comunidad de Madrid

Por no hablar del resto de errores que mencionan otros usuarios, algunos desconcertantes, como que los datos de la Comunidad de Madrid del día 8 de marzo y que entiendo deberían corresponder con los datos de la actualización nº 39 de la mañana del 9 marzo muestren una cifra de ingresados en UCI y muertes diferentes. En el caso de los fallecidos figuran 16 en el csv y el gobierno comunicó 8

¿Alguna explicación a esto?
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Miguel Diez 14/05/2020 - 00:19
Poco a poco vemos mejoras como correcciones, datos de UCI y tests, etc.
Pero en general, realmente es desesperanzador ver el disparate de datos que se ofrecen en esta página.
Las primeras semanas era normal y aceptable debido al caos inicial. Pero a día de hoy, que no exista un formato uniforme consistente de un día para otro hace imposible confiar en esta fuente de datos.
No hablemos ya del hecho de no ofrecer datos en crudo de desglose por provincias y municipios, ni desglose por edades o sexo. O incluso mostrar la capacidad total versus ocupación real diaria de camas y UCI en los diversos hospitales.
Quisiera pensar que tenemos buenos profesionales que tratan de limpiar los datos ofrecidos por las comunidades y marcar unas pautas y criterios para unificar los datos y proveer de una fuente fidedigna.
Por favor, no nos hagáis perder la esperanza.
No es momento de dejarnos llevar por los sentimientos o colores. Para poder tomar decisiones basadas en datos, se precisa primero conocer los datos.
Al fin y al cabo, este portal se llama datos.gob.es, ¿ cierto?
Muchas gracias por su atención
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- Jose Luis Quintero 16/05/2020 - 09:48
  
  In reply to Poco a poco... per Jose Luis Quintero
  Completamente de acuerdo. El no facilitar los datos crudos hoy en día es lo mismo que ocultar la información deliberadamente. Espero que algún día alguien aclare las causas.
  
  Esta pandemia es un ejemplo claro de cómo los datos podrían ayudarnos a tomar mejores decisiones, pero para ello es necesario que haya corrección en su adquisición y tratamiento. Y en este caso, desde la fuente (en las comunidades autónomas) hasta la publicación (aquí) no parece que haya uniformidad, coherencia ni transparencia.
  
  Como ya se ha dicho en comentarios anteriores, espero que los que están tomando decisiones lo estén haciendo con datos más coherentes y completos...
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ECasielles 12/05/2020 - 11:02
Hola, ¿podrían incluir una columna más con los tests diarios y otra con los tests totales por Comunidad Autónoma?
Imagino que ya está fuera de discusión el tener los datos por provincias o distrito sanitario así como los intervalos diarios o un agregado para España por fecha, ¿no?

Atte.
Enrique
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Nicolas 04/05/2020 - 11:00
Hola,

Hoy los datos obtenidos del CSV (https://covid19.isciii.es/resources/serie_historica_acumulados.csv) cambiaron su formato!!
- Ahora se usa (;) en vez de (,)
- No existe la fecha

Por favor traten de mantener una homogeneidad y consistencia al momento de publicar los datos. No pueden cambiar el formato y la forma de representar la información de un dia para el otro.

Gracias.
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- David Valero 08/05/2020 - 07:04
  
  In reply to Hola, Hoy los... per David Valero
  Buenos días,
  
  Es completamente imposible trabajar con los datos. Yo ya he desistido (desde el 26 o 27 de abril). Enhorabuena, habéis hecho un gran trabajo haciendo imposible el análisis y trabajo predictivo independiente.
  
  Saludos,
  David
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  - Jose Maria Lopez 11/05/2020 - 08:20
    
    In reply to Buenos días, Es... per Jose Maria Lopez
    Totalmente de acuerdo. Solo espero que los que tengan que tomar las decisiones tengan datos más realistas y coherentes que los publicados oficialmente. Si no, ...
    
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a 04/05/2020 - 09:03
¿Cuándo tendremos datos a nivel provincia o zona de gestión sanitaria'
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- a 07/05/2020 - 08:10
  
  In reply to ¿Cuándo tendremos datos... per a
  ¿Cuándo podremos conocer los indicadores para la desescalada?
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ALFONSO DOMINGUEZ LAVIN 29/04/2020 - 20:15
Otra vez desde Galicia parece que los datos descuadran la serie .... ya que la columna CASOS desde hace días se pone a 0 por el ajuste de la Serie. Con lo cual el dato 9466 que es la Suma de PCR+ y TestAc+ se cuenta 2 veces

CCAA FECHA CASOS PCR+ TestAc+ Hospitalizados UCI Fallecidos Recuperados
GA 28/04/2020 9466 8675 791 2736 308 547 5393
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Martin Rey 28/04/2020 - 12:13
En la Orden SND/234/2020, de 15 de marzo, se pide a las CC.AA los siguientes datos sobre casos COVID-19:

N.º de casos confirmados.
N.º de casos hospitalizados.
N.º de casos ingresados en camas de críticos (UCI, REA, etc.).
N.º de casos dados de alta.
N.º de casos dados de alta por defunción.
N.º de casos en las últimas 24 horas.
N.º de pruebas diagnósticas (PCR) realizadas.

Pido que se publiquen diariamente todos esos mismos datos. Sobre todo, el nº de pruebas diagnosticas (PCR) realizadas, que no se ha publicado en ningun momento por parte de Sanidad.
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- ALFONSO DOMINGUEZ LAVIN 29/04/2020 - 20:07
  
  In reply to En la Orden... per ALFONSO DOMINGUEZ LAVIN
  Totalmente de acuerdo. Y, por favor, en los últimos 10 días se están mezclando criterios y la serie histórica contiene bastantes errores con lo que al final, no se está informando bien y no se pueden explotar los datos correctamente como garantiza la Ley de Transparencia y Buen Gobierno.
  
  Gracias
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ALFONSO DOMINGUEZ LAVIN 27/04/2020 - 10:16
Hola,

En el CSV de la serie histórica de hoy los datos de Madrid en relación -->
CCAA FECHA CASOS PCR+ TestAc+ Hospitalizados UCI Fallecidos Recuperados
MD 26/04/2020 59421 4022 39472 3309 7986 35565

Parece que hay algún error en los datos de la UCI en el día 26.04.2020 ya que el día anterior eran 873 y ahora indica 3309 al igual que hospitalizados pone 39472 y el día anterior ponía 5892
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ALFONSO DOMINGUEZ LAVIN 25/04/2020 - 16:27
En los datos de la serie histórica (CSV) a fecha de hoy 25.04.2020 a partir del 15.04.2020 hay datos en blanco en la columna de CASOS que son sustituidos dependiendo de la Comunidad Autónoma por datos de PCR+. ¿No se podría mantener la columna casos con datos? puesto que hace mucho más complicado la elaboración de gráficas.

Gracias
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Marc Miralles 24/04/2020 - 16:14
Buenas tardes,

Por lo que se desprende de la información aportada por el Ministerio de Sanidad tanto en su página principal del COVID-19, como en la rueda de prensa diaria, ha habido un cambio de criterio en la cuenta de casos confirmados de modo que ahora se sólo contabilizan los positivos en test PCR.

Estoy empleando la información para un proyecto profesional para el que es importante mantener la coherencia de la información. Mi pregunta es: ¿Tienen intención de modificar la serie histórica de casos para que refleje el nuevo criterio o aportar algun dato para discriminar entre los casos positivos en test PCR y los casos confirmados de otro modo?

Gracias.
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Juan Pedro Serrano Ruiz 19/04/2020 - 20:42
Hola, Como puede ser que ayer estas cifras registraran cerca de 20.000 fallecidos y los datos de hoy 16.520¿?.

Un saludo,
JuanPedro
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Iñaki Pertusa 16/04/2020 - 15:08
Es más interesante obtener el dato de los hospitalizados que hay cada día por Comunidad Autónoma y no el acumulado. No hay manera de obtenerlo con la información disponible.

Además, la información no es coherente dentro del Set de datos. Ya se ha comentado el caso de Castilla La Mancha pero la Comunidad de Madrid publica el número de ingresados diario (que es lo interesante).

Además estos datos no coinciden con los datos que publican las Comunidades Autónomas (Castilla y León, Aragón, Cantabria o Euskadi).

¿Podrían publicar el listado histórico con los ingresados por día (planta y UCI)? gracias
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Iñaki Pertusa 13/04/2020 - 16:30
Buenas tardes:

¿Pueden confirmar los datos e hospitalizados en Castilla la Mancha (CM)? el 10/4 aparecen 2.198 personas y el 11/4 - 6.838; el 12/4 - 7.782

La prensa de Castilla la Mancha habla de 2.047 ingresados el 12/4. ¿Cuál es el dato correcto?

Gracias
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- amartinez 14/04/2020 - 17:03
 
 In reply to Buenas tardes: ¿Pueden... per amartinez
 Estimado Iñaki:
 
 Castilla La Mancha estaba notificando los datos de pacientes que estaban ingresados en hospital o en UCI cada día en vez de proporcionar el dato acumulado de pacientes totales que habían requerido hospitalización e ingreso en UCI hasta la fecha durante todo el periodo de vigilancia (que permite calcular los casos nuevos diarios y que es lo que se solicita desde el Ministerio de Sanidad). A partir del día 11 de abril empezó a proporcionar el dato de esta forma: casos de COVID-19 que han requerido hospitalización y a partir del 12 de abril total de ingresos en UCI por COVID-19. Se está a la espera de recibir la serie histórica de datos acumulados para poder reconstruirla correctamente.
 
 Saludos cordiales,
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 - Iñaki Pertusa 16/04/2020 - 14:38
 
 In reply to Estimado Iñaki: Castilla... per Iñaki Pertusa
 Buenas tardes:
 
 Para conocer la presión hospitalaria por COVID es más útil tener los datos de los hospitalizado por día y no agregados. Castilla y León o Aragón lo hacen de esta manera.
 
 ¿Sería posible tener para cada día el número de ingresados y el número de ingresados diario en UCI?
 
 Gracias
 
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David 13/04/2020 - 14:28
Hola,

Estoy trabajando con el fichero serie_historica_acumulados.csv que descargo cada dia para realizar un analisis estadistico de evolucion de los casos de Covid-19 por CAA y predicciones futuras a 5 dias (https://www.kaggle.com/aiaiaidavid/sarima-predictions-of-covid-19-in-spanish-regions)

El problema que he observado hoy en los datos de la comunidad valenciana es que aparecen casos Hospitalizados antes de aparecer casos confirmados de Covid-19. Me pregunto si es un error o existe una explicacion (al igual que los datos de Castilla La Mancha que cambian de ser variacion diaria a acumulados el 11/04 y 12/04 para hospitalizados y UCI, respectivamente.

Me interesa mucho saber exactamente como se reportan los datos, de lo contrario ya podeis imaginar de que sirven los algoritmos!

Gracias por anticipado por vuestra respuesta.

David
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- amartinez 14/04/2020 - 17:02
 
 In reply to Hola, Estoy trabajando... per amartinez
 Estimado David:
 
 Castilla La Mancha estaba notificando los datos de pacientes que estaban ingresados en hospital o en UCI cada día en vez de proporcionar el dato acumulado de pacientes totales que habían requerido hospitalización e ingreso en UCI hasta la fecha durante todo el periodo de vigilancia (que permite calcular los casos nuevos diarios y que es lo que se solicita desde el Ministerio de Sanidad). A partir del día 11 de abril empezó a proporcionar el dato de esta forma: casos de COVID-19 que han requerido hospitalización y a partir del 12 de abril total de ingresos en UCI por COVID-19. Se está a la espera de recibir la serie histórica de datos acumulados para poder reconstruirla correctamente.
 
 Saludos cordiales,
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 - David 15/04/2020 - 09:52
 
 In reply to Estimado David: Castilla... per David
 Mi pregunta era sobre los datos de la C. Valenciana...
 
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Emilio del Prado 09/04/2020 - 18:13
He visto que hoy ha ha aparecido una nota en el CSV, que ha variado a lo largo del día.
Por la mañana la nota era "Los datos de estas comunidades son datos de prevalencia (personas ingresadas a fecha de hoy). No reflejan el total de personas que han sido hospitalizadas o ingresadas en UCI a lo largo del periodo de notificación(CL-CM-MD-VC-MC)"
Esta tarde, la nota modificaba el texto con "No reflejan el total de personas que han sido hospitalizadas o ingresadas en UCI a lo largo del periodo de notificación(CL(UCIs)-CM-MD-MC)"
En resumen, queda confuso. Podeis aclarar un poco más las excepciones?
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- amartinez 14/04/2020 - 17:06
  
  In reply to He visto que... per amartinez
  Estimado Emilio:
  
  Castilla La Mancha estaba notificando los datos de pacientes que estaban ingresados en hospital o en UCI cada día en vez de proporcionar el dato acumulado de pacientes totales que habían requerido hospitalización e ingreso en UCI hasta la fecha durante todo el periodo de vigilancia (que nos permite calcular los casos nuevos diarios y que es lo que se solicita desde el Ministerio de Sanidad). A partir del día 11 de abril empezó a proporcionar el dato de esta forma: casos de COVID-19 que han requerido hospitalización y a partir del 12 de abril total de ingresos en UCI por COVID-19. Estamos a la espera de recibir la serie histórica de datos acumulados para poder reconstruirla correctamente.
  
  Saludos cordiales
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Elías Cárdenes 09/04/2020 - 17:31
Desde hace unos días, el código ISO de la Ciudad Autónoma de Melilla ha pasado de ME a ML ¿es un cambio definitivo, o una errata?
Gracias,
Elías Cárdenes
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- amartinez 14/04/2020 - 17:04
  
  In reply to Desde hace unos... per amartinez
  Estimado Elías:
  
  El código ISO de Melilla es ML, el que se usó los primeros días (ME) fue un error.
  
  Saludos cordiales.
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Iván Méndez 06/04/2020 - 12:51
Buenos días, en los datos proporcionados hoy relativos a Recuperados parece que hay errores. Esas series son datos acumulados, es decir, cada día el dato de una comunidad autónoma debería ser superior al del día anterior. Sin embargo, hay 5 comunidades en las que el último día de datos esto no sucede: CL, IB, MD, PV, RI.
El resto de Comunidades también parece estar mal el dato, pues no coincide con los publicados en Twitter por https://twitter.com/SaludPublicaEs, cosa que sí sucedía hasta ahora.
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Jose Ramon Fernández De Tejada Muñoz 06/04/2020 - 08:25
Hola podeis añadir una fecha al lado de los datos para saber cual es la fecha de actualización. Y por otro lado podeis ordenar los comentarios del mas reciente al mas antiguo. Se hace difil revisarlos.
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David Bueno Vallejo 06/04/2020 - 07:39
Hola a todos,

Pensando en ayudar a quienes quieran utilizar este conjunto de datos he creado dos videos. Uno que ayuda a extraer y transformar los datos para que de forma automática se cambien cuando se actualice el conjunto de datos sin tener que volver ha hacer todos esos pasos. (https://www.youtube.com/watch?v=I8NSaaPdR8g)

Después hay un segundo video que explota estos datos para poder crear un cuadro de mandos con Excel (https://www.youtube.com/watch?v=FcaXkBilgPM)

Espero que os sirva como base para explotar los datos.
Un saludos
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- Borja Martínez Villacampa 13/04/2020 - 07:39
  
  In reply to Hola a todos,... per Borja Martínez Villacampa
  Muchas gracias David, muy didáctico.
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David R. 05/04/2020 - 11:12
Necesitamos datos a nivel localidad....
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Joaquín 02/04/2020 - 14:20
Entiendo que los datos de UCI son acumulados, pero ¿se restan las personas que salen cada día de la UCI? ¿podrían dar ambos datos: acumulado total de personas en UCI y acumulado total de personas en UCI restando los que salen de ella?
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Roberto Mínguez Solana 02/04/2020 - 14:05
He detectado que en Cantabria han cambiado la forma de contabilizar los fallecidos y por eso se ha generado un repunte. Es importante que mantengan el criterio de datos o que lo adviertan porque los modelos de previsión son sensibles a esas modificaciones.
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David Bueno Vallejo 02/04/2020 - 09:29
Esos datos son muy interesantes, pero solo están a nivel de comunidad, no a nivel provincial. Se agradecería ese conjunto de datos.
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Enrique Peña 31/03/2020 - 14:24
Sería conveniente en algún momento, disponer los datos con agregación provincial, ya que existen CCAA con muchas provincias y situaciones en una determinada provincia pueden no reflejarse con la agregación actual por CCAA.
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Alvaro Perez 30/03/2020 - 10:00
Me sumo a la petición de añadir datos sobre recuperados.

¿Por otro lado, existe o tenéis pensado publicar una API para poder conectarse a los datos?
¿Cuál es la fuente a la que se conecta la prensa? Ya que en periódicos informan antes de los datos antes de salir los números en la web del ministerio y en algunos si que tienen datos por día de recuperados por comunidad autónoma, cosa que no he sido capaz de encontrar en ningín organismo público.

Muchas gracias por la ayuda y todo el trabajo que estáis haciendo.
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Marc Carrera 30/03/2020 - 09:14
Buenos días,
Los datos en formato .csv a día de hoy no incluyen las altas diarias de cada Comunidad Autónoma. ¿Podríais incluir esta métrica también en futuros documentos?
¡Gracias!
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- amartinez 03/04/2020 - 09:34
  
  In reply to Buenos días, Los... per amartinez
  Ya están disponibles los casos recuperados en el CSV.
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Manuel Jiménez 30/03/2020 - 08:59
Buenos días. Coincido con los comentarios anteriores en que deberían incluirse el número de Recuperados.

Muchas gracias.
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- amartinez 03/04/2020 - 09:34
  
  In reply to Buenos días. Coincido... per amartinez
  Ya están disponibles los casos recuperados en el CSV.
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Iván Méndez 29/03/2020 - 21:17
El número de recuperados sólo está disponible a nivel nacional, podrían ofrecerlo desglosado por día y comunidad autónoma junto con los de contagiados, hospitalizados, UCI y fallecidos?
También sería muy útil disponer de los datos sobre tests realizados, al mismo nivel de detalle.
Gracias
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- amartinez 03/04/2020 - 09:34
  
  In reply to El número de... per amartinez
  Ya están disponibles los casos recuperados en el CSV.
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Daniel Ruiz 29/03/2020 - 11:44
Los datos CSV no incluyen la cifra de 'recuperados', por lo que es imposible saber los positivos 'actuales' (contagiados-fallecidos-recuperados)
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- amartinez 03/04/2020 - 09:33
  
  In reply to Los datos CSV... per amartinez
  Ya están disponibles los casos recuperados en el CSV.
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Ernesto Sáez 29/03/2020 - 01:52
Hola,
Creo que hay un error en la fecha de los datos proporcionados.
La página "Situación de COVID-19 en España" dice que está actualizada el 27 de Marzo a las 20:00 horas y de hecho todas las gráficas llegan hasta ese día. Sin embargo los datos corresponden al final del día 28 de Marzo como se puede comprobar tanto en la prensa como en la página del Ministerio de Sanidad.
Un saludo y gracias.
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Roberto 29/03/2020 - 00:37
He usado sus datos para hacer un modelo de prognosis de evolución y estimación de contagios reales https://www.dropbox.com/s/4yqzd8wf87xea4j/Model3_70CM.png?dl=0
Espero la sea de utilidad.
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Susana de Diego Muñoz 28/03/2020 - 19:28
Buenos días
Está publicado el numero de Casos, entiendo que confirmados por doble test positivo, Hospitalizados, en UCI y Fallecidos
¿Sería posible disponer del dato sobre numero de Dados de Alta, es decir Curados?
Este dato positivo es muy importante para mantener el ánimo alto.
Muchas gracias
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- amartinez 03/04/2020 - 09:28
  
  In reply to Buenos días Está... per amartinez
  Ya están disponibles los casos recuperados en el CSV.
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Miguel Conde 28/03/2020 - 11:33
En el csv no aparece la columna "Curados", que si se encuentra en el PDF. ¿Sería posible incluirla?

Gracias.
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- amartinez 03/04/2020 - 09:28
  
  In reply to En el csv... per amartinez
  Ya están disponibles los casos recuperados en el CSV.
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Diego 27/03/2020 - 16:31
En el fichero serie_historica_acumulados.csv falta el número de personas recuperadas cada día por comunidad autónoma, dato que sí aparece en el gráfico de "Evolución diaria de COVID-19 en España según situación clínica", y que facilitaría entender la evolución de los casos de un día para otro.
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- amartinez 03/04/2020 - 09:28
  
  In reply to En el fichero... per amartinez
  Ya están disponibles los casos recuperados en el CSV.
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Interesado 27/03/2020 - 11:22
Por favor, indicar si existen datos por provincia y dónde están.
Por favor introducir la URL a la que se refieren cuando indican "Ya están disponibles en CSV los datos que gestiona el Centro Nacional de Epidemiología. Está en enlace en la zona de distribuciones.", pues no aparece zona de distribución como tal.
Gracias.
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- amartinez 27/03/2020 - 14:53
 
 In reply to Por favor, indicar... per amartinez
 Buenos días:
 
 La URL del CSV es: https://covid19.isciii.es/resources/serie_historica_acumulados.csv
 
 Saludos cordiales.
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 - Rafael Martínez Amoedo 28/03/2020 - 12:10
 
 In reply to Buenos días: La... per Rafael Martínez Amoedo
 Buenos días. ¿Sería posible la publicación de los datos en formato json?
 Sé que hay multitud de sitios en internet donde los tenemos, pero pienso que sería interesante tener datos oficiales. Además, el formato json me parece el más cómodo.
 Muchas Gracias. Un saludo.
 
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Elena Lizancos Ortega 25/03/2020 - 18:39
Los datos introducidos a partir del día 24 en el archivo .csv por encima de 1000 incluye el carácter ",".

De modo que si descargar el csv, a partir de este día hay más columnas. Deberían usar el caracter punto "." o ninguno.

Saludos.
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- amartinez 27/03/2020 - 10:55
  
  In reply to Los datos introducidos... per amartinez
  Buenos días:
  
  Gracias por el aviso. Ya está corregido este problema en las últimas actualizaciones.
  
  Saludos cordiales.
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Mariano Diaz 24/03/2020 - 19:04
No existe un repositorio de datos tabulados (CSV o similar) en crudo para poder realizar análisis
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- amartinez 27/03/2020 - 09:59
  
  In reply to No existe un... per amartinez
  Ya están disponibles en CSV los datos que gestiona el Centro Nacional de Epidemiología. Está en enlace en la zona de distribuciones.
  
  Saludos cordiales
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NO DATA 23/03/2020 - 14:38
Es vergonzoso que todos los datos publicados sobre el COVID 19 sean un pdf y un html.
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- amartinez 27/03/2020 - 09:59
  
  In reply to Es vergonzoso que... per amartinez
  Ya están disponibles en CSV los datos que gestiona el Centro Nacional de Epidemiología. Está en enlace en la zona de distribuciones.
  
  Saludos cordiales
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Miguel Diez 22/03/2020 - 22:30
Con la reciente situación es necesario mantener a la población mundial correctamente informada.
Podría ser posible ofrecer los datos en formato abierto (por ejemplo csv) para ser procesasdos automáticamente en lugar de formato pdf ?
Podría ser posible ofrecer los datos desglosados por días y edades ?
Otros países están publicando regularmente sus datos de forma abierta en repositorios públicos como github.
Muchas gracias por su atención
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- amartinez 27/03/2020 - 09:57
  
  In reply to Con la reciente... per amartinez
  Ya están disponibles en CSV los datos que gestiona el Centro Nacional de Epidemiología.
  
  Saludos cordiales
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Ricardo 22/03/2020 - 15:47
Donde están los datos?
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- amartinez 30/03/2020 - 07:38
 
 In reply to Donde están los... per amartinez
 El enlace al CSV está en la zona de distribuciones: https://covid19.isciii.es/resources/serie_historica_acumulados.csv
 
 Saludos cordiales
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 - David Bueno Vallejo 02/04/2020 - 09:16
 
 In reply to El enlace al... per David Bueno Vallejo
 Esos datos son muy interesantes, pero solo están a nivel de comunidad, no a nivel provincial. Se agradecería ese conjunto de datos.
 
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 - Victoria Romeo Aznar 02/04/2020 - 22:13
 
 In reply to Esos datos son... per Victoria Romeo Aznar
 
 Totalmente de acuerdo con David, se agradecería datos a mayor resolución que las comunidades. Puedes ser por ciudad por ejemplo?
 
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 - David R. 05/04/2020 - 11:07
 
 In reply to Totalmente de acuerdo... per David R.
 
 +1 Necesitamos saber los datos con disgregación a nivel de localidad al menos...
 
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 Daniel S. 09/04/2020 - 23:27
 
 In reply to +1 Necesitamos saber... per Daniel S.
 
 Para los que pedís datos a nivel provincial, mientras el gobierno prepare sus datasets, en Secuoyas los hemos ido recogiendo en https://coronavirus.secuoyas.com
 No están disponibles aun todas las provincias, pero aspiramos a poder hacerlo.
 
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 Victoria Romeo Aznar 21/04/2020 - 17:30
 
 In reply to Para los que... per Victoria Romeo Aznar
 
 Hola, alguna novedad de datos a mayor resolución que la actual?
 
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 Jorge 10/04/2020 - 09:03
 
 In reply to +1 Necesitamos saber... per Jorge
 
 Si se pudiera tener la informacion del codigo postal y la fecha de deteccion de cada infectafo seria muy util para saber la expansion e incluso donde no esta siendo muy efectivo el confibamiento
 
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 amartinez 14/04/2020 - 17:10
 
 In reply to Si se pudiera... per amartinez
 
 Estimado Jorge:
 
 En los datos que recibe el ministerio de Sanidad no consta esa variable.
 
 Saludos cordiales.
 
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 - ALFONSO DOMINGUEZ LAVIN 25/04/2020 - 21:19
 
 In reply to El enlace al... per ALFONSO DOMINGUEZ LAVIN
 Los datos de la Serie Histórica para GALICIA están duplicados ??? En la columna CASOS y PCR+ aparece el mismo dato a partir del 18.04.2020 cuando parece que según el criterio marcado (PCR+ o TestAc+) la columna CASOS debería ser =0 a partir del día 18.04.2020 que es cuando se están discriminando los datos mediante las pruebas pcr o test de anticuerpos ¿no?
 
 Gracias y un saludo
 
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Elías Cárdenes 18/03/2020 - 19:16
Los datos sobre el coronavirus a los que dirige el vínculo son los acumulados a la fecha de cada comunidad (y ciudad) autónoma. A mí me gustaría disponer -al mismo nivel de desglose territorial-, para cada día desde el 1 de febrero pasado, de:
-nuevos casos confirmados en el día
-nuevas altas
-nuevos fallecimientos
Si estuvieran disponibles también los ingresos y altas en UCI / UVI, mejor que mejor.

Y, a ser posible, en un formato más práctico que HTML o PDF (.csv u hoja de cálculo); como el disponible en
https://www.ecdc.europa.eu/en/publications-data/download-todays-data-geographic-distribution-covid-19-cases-worldwide
el Centro Europeo para la Prevención y Control de Enfermedades (European Centre for Disease Prevention and Control).

Atentamente,
Elías Cárdenes
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- amartinez 27/03/2020 - 09:56
  
  In reply to Los datos sobre... per amartinez
  Ya están disponibles en CSV los datos que gestiona el Centro Nacional de Epidemiología.
  
  Saludos cordiales
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Evolución de enfermedad por el coronavirus (COVID-19)

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