analisi-dati-covid19-campania/notebooks/04-analisi-30-giorni.ipynb

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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Analisi ultimi 30 giorni - analisi-dati-covid19-campania\n",
"Dataset:\n",
"[Link dataset - COVID-19 Monitoraggio situazione: Dati di dettaglio relativi alla Regione Campania](https://dati.regione.campania.it/catalogo/datasetdetail/covid-19-monitoraggio-situazione-dati-di-dettaglio-relativi-alla-regione-campania) \n",
"\n",
"**Grafici presenti**: \n",
"- Andamento positivi\n",
"- Andamento nuovi positivi giornalieri\n",
"- Andamento % Positivi/Tamponi\n",
"- Andamento tamponi giornalieri\n",
"- Andamento ospedalizzati e terapia intensiva\n",
"- Andamento % letalità"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"# Caricamento dati da notebook di pre-elaborazione dati\n",
"%run pre_elaborazione_dati.ipynb\n",
"analisi_giorni = dati_selezionati.tail(30)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Andamento positivi"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<AxesSubplot:title={'center':'Andamento positivi (ultimi 30 giorni)'}, xlabel='Data aggiornamento'>"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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\n",
"text/plain": [
"<Figure size 864x432 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"analisi_giorni.plot(kind='line', x='Data aggiornamento', y=[\"Totale positivi\"], grid=True, title='Andamento positivi (ultimi 30 giorni)', figsize=(12,6))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Andamento nuovi positivi giornalieri"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<AxesSubplot:title={'center':'Andamento nuovi positivi giornalieri (ultimi 30 giorni)'}, xlabel='Data aggiornamento'>"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 864x432 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"analisi_giorni.plot(kind='line', x='Data aggiornamento', y=[\"Nuovi positivi\"], grid=True, title='Andamento nuovi positivi giornalieri (ultimi 30 giorni)', figsize=(12,6))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Andamento % Positivi/Tamponi"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<AxesSubplot:title={'center':'Andamento % Positivi/Tamponi (ultimi 30 giorni)'}, xlabel='Data aggiornamento'>"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 864x432 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"analisi_giorni.plot(kind='line', x='Data aggiornamento', y=\"% Positivi/Tamponi\", grid=True, title='Andamento % Positivi/Tamponi (ultimi 30 giorni)', figsize=(12,6))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Andamento tamponi giornalieri"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<AxesSubplot:title={'center':'Andamento tamponi giornalieri (ultimi 30 giorni)'}, xlabel='Data aggiornamento'>"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 864x432 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"analisi_giorni.plot(kind='line', x='Data aggiornamento', y=[\"Tamponi giornalieri\"], grid=True, title='Andamento tamponi giornalieri (ultimi 30 giorni)', figsize=(12,6))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Andamento ospedalizzati e terapia intensiva"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<AxesSubplot:title={'center':'Andamento ospedalizzati e terapia intensiva (ultimi 30 giorni)'}, xlabel='Data aggiornamento'>"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 864x432 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"analisi_giorni.plot(kind='line', x='Data aggiornamento', y=[\"Totale ospedalizzati\", \"Terapia Intensiva\"], grid=True, title='Andamento ospedalizzati e terapia intensiva (ultimi 30 giorni)', figsize=(12,6))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Andamento % letalità"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<AxesSubplot:title={'center':'Andamento % letalità (ultimi 30 giorni)'}, xlabel='Data aggiornamento'>"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 864x432 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"analisi_giorni.plot(kind='line', x='Data aggiornamento', y=[\"% Letalità\"], grid=True, title='Andamento % letalità (ultimi 30 giorni)', figsize=(12,6))"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.6"
}
},
"nbformat": 4,
"nbformat_minor": 4
}