analisi-dati-covid19-campania/notebooks/03-analisi-15-giorni.ipynb

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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Analisi ultimi 15 giorni - analisi-dati-covid19-campania\n",
"\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",
"\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(15)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Andamento positivi"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<AxesSubplot:title={'center':'Andamento positivi (ultimi 15 giorni)'}, xlabel='Data aggiornamento'>"
]
},
"execution_count": 2,
"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 positivi\"], grid=True, title='Andamento positivi (ultimi 15 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 15 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 15 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 15 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 15 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 15 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 15 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 15 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 15 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 15 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 15 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
}