analisi-dati-covid19-campania/notebooks/02-analisi-7-giorni.ipynb

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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Analisi ultimi 7 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",
"\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(7)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Andamento positivi"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<AxesSubplot:title={'center':'Andamento positivi (ultimi 7 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 7 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 7 giorni)'}, xlabel='Data aggiornamento'>"
]
},
"execution_count": 3,
"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=[\"Nuovi positivi\"], grid=True, title='Andamento nuovi positivi giornalieri (ultimi 7 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 7 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 7 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 7 giorni)'}, xlabel='Data aggiornamento'>"
]
},
"execution_count": 5,
"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=[\"Tamponi giornalieri\"], grid=True, title='Andamento tamponi giornalieri (ultimi 7 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 7 giorni)'}, xlabel='Data aggiornamento'>"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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nup08UtgDTz2Rdylq4/ITE4eV2e9KT9xM5BvAX6SUWg70smIppZuAmwDmzp2b5s2bt8/85cuX98lNPrq6mciKFStYs2YNF198Md/85jcZMWIEo0ePpqmp6U3LDRs2jGHDhu0zfdGiRXzpS1/ik5/8JCNHjuSNN96gqqqKKVOmsG3btr1td+3axdSpUxk3bhw///nPee211xg5cuTe+aNGjWLkyJEMGjSIUaNGMXHiRHbt2rV3/vbt2znuuOMYNWoUd9xxBxHR7usaPnz43qPa5WrJkiW0fT8of/ZL+bFPypP9Uj527N7DH/3sPs6aPJjP/85b8i5Hbax87umy+13piZA8F7gtC8gTgIsjohl4A5hX0u4IYEkPbC83X/ziF/nrv/5rAC677DLe9773cd111/GVr3yl3fbXXnvt3qthQPHOgcuXL987NGPkyJF873vf47jjjuNtb3sbM2bM4KKLLuIv/uIvWLRoETNnzmTu3LmcfPLJndY1f/58rrvuOubMmcPnP/95PvvZz3LFFVdw7bXXsmDBgp558ZIkVbCfPbeG7bv3MP/I4Zx21GF5l6M2Nr9cfvdvOOiQnFLae1/jiLgFqE0p/Tg7ce9vIqL1nfge4PMHu708/fCHP9z7eNKkSfzXf/1Xh22vueaadq9T/Cd/8if8yZ/8yZum/+AHP9jn+SOPPNLuehsbGwGYNm0ay5YVLzgybtw4nnhi36+OXnjhhb2Pr7322g7rlCRpIKipa2DiqGGcNM6r36p7ugzJEXErxSPCEyJiJcUrVlQBpJRu7Gi5lNKGiPgq0JrevtJ6Ep8kSVJf2bqziZ8/v4bLzjqKQbE273JUIbpzdYvLuruylNLH2zy/Gbh5/8uSJEnqGfcvX82u5hYWzZ7C1t8YktU9fucgSZL6tZq6AlPHDOe0Ix2LrO6rmJCcUsq7hH7F/SlJGgg2bd/NQyvWsnD2VAYNKr+Tw1S+KiIkDx8+nPXr1xvsekhKifXr1zN8+PC8S5EkqVf99JlVNO1JLJw1Je9SVGF64hJwve6II45g5cqVrF3bu+OIdu7cOWCC4/DhwzniiCPyLkOSpF5VW1/g6PGHMvPwMXmXogpTESG5qqqKY445puuGB2nJkiVlf3MNSZLUPesad/Hwi+v4o3nHc6A3PNPAVRHDLSRJkvbXPUsLtCRYONuhFtp/hmRJktQv1dQXOGHSSE6qHpV3KapAhmRJktTvrNq8kyde2cDCWVMdaqEDYkiWJEn9zl1LCySHWuggGJIlSVK/U1PXwPSpozlu4si8S1GFMiRLkqR+5fUN23n69U0snDU171JUwQzJkiSpX6mtLwB4AxEdFEOyJEnqV2rqGphz5FiOHHdo3qWoghmSJUlSv/HS2kaeLWxh0WyHWujgGJIlSVK/UVtXIAIWzHSohQ6OIVmSJPULKSVq6hs4c9o4Jo8Znnc5qnCGZEmS1C88v3orL65pdKiFeoQhWZIk9Qs1dQ0MCrhoxuS8S1E/YEiWJEkVL6VEbX2Btx0/gQkjh+VdjvoBQ7IkSap4S9/YzKvrt7PIG4iohxiSJUlSxautL1A1OLhgukMt1DMMyZIkqaK1tCRq6xo474SJjDm0Ku9y1E8YkiVJUkX71Wsbadi8k4WzvTayeo4hWZIkVbTa+gLDhgzi/FOq8y5F/YghWZIkVaw9LYm7lhaYf9IkRg13qIV6jiFZkiRVrMd+s561W3d5AxH1OEOyJEmqWDV1BQ4dOph3njwp71LUzxiSJUlSRWra08I9ywqcf0o1hwwdnHc56mcMyZIkqSI9/OI6Nm1vcqiFeoUhWZIkVaSaugKjhg/hvBMn5F2K+iFDsiRJqji7mvew+JlVXDB9MsOGONRCPc+QLEmSKs4vnl/L1l3NDrVQrzEkS5KkilNTX+CwQ6t463Hj8y5F/ZQhWZIkVZTtu5u5/9nVXDRzClWDjTLqHb6zJElSRfnZc2vY0bSHhbOm5F2K+jFDsiRJqii1dQUmjhrGW45xqIV6jyFZkiRVjK07m/jZ82tYMHMKgwdF3uWoHzMkS5KkinHfs6vZ3dzCotkOtVDvMiRLkqSKUVtf4PCxh3DakYflXYr6OUOyJEmqCJu27+bBF9ayYNYUBjnUQr3MkCxJkirCT59ZRXNLYtEsbyCi3mdIliRJFaGmrsC08Ycy4/DReZeiAcCQLEmSyt7arbv4r5fWsXDWVCIcaqHeZ0iWJEll795lBVoSLJrtUAv1DUOyJEkqezV1BU6YNJKTJo/KuxQNEIZkSZJU1gqbd/DEqxs8iqw+ZUiWJEll7a76AinBwlneQER9x5AsSZLKWk19gelTR3PsxJF5l6IBxJAsSZLK1usbtlP3+iaHWqjPGZIlSVLZqqlvAGDBTIdaqG91GZIj4uaIWBMRyzqYf0lE1EfE0xHxZEScWzLvbyPimYhYHhH/EF7YUJIk7YfaugKnHTWWI8cdmncpGmC6cyT5FuDCTuY/AMxOKc0BPgH8C0BEvBV4GzALmAGcCbzjIGqVJEkDyEtrG3m2sMXbUCsXXYbklNKDwIZO5jemlFL2dATQ+jgBw4GhwDCgClh9UNVKkqQBo7auQAQs8KoWykGPjEmOiPdHxHPAXRSPJpNSegT4OVDIfn6aUlreE9uTJEn9W0qJn9S9wVnTxlE9enje5WgAit8eBO6kUcQ0oDalNKOLducBX04pnR8RxwPfBC7NZt8HfDal9FA7y10JXAlQXV19xm233bZfL6KnNDY2MnKkl5cpJ/ZJebJfyo99Up7slwP3+tYWvvTwDi4/dSjvPKqqx9Zrn5SnvPpl/vz5T6WU5rY3b0hPbiil9GBEHBsRE4D3A4+mlBoBIuIe4BzgTSE5pXQTcBPA3Llz07x583qyrG5bsmQJeW1b7bNPypP9Un7sk/Jkvxy4r//0OQYPepk//p3zmDByWI+t1z4pT+XYLwc93CIijm+9akVEnE5x/PF64DXgHRExJCKqKJ6053ALSZLUqZQSNXUF3nrc+B4NyNL+6PJIckTcCswDJkTESuBqiifhkVK6EfgAcHlENAE7gEtTSiki7gDeCSyleBLfvSmlml55FZIkqd9Y+sZmXtuwnU/PPz7vUjSAdRmSU0qXdTH/euD6dqbvAf77gZcmSZIGopq6BqoGBxdMn5x3KRrAvOOeJEkqGy0tidr6AuedMJExh/bcCXvS/jIkS5KksvGr1zZS2LyTRbO9gYjyZUiWJEllo6augWFDBnH+qdV5l6IBzpAsSZLKwp6WxF1LV/HOkycxcliPXqVW2m+GZEmSVBYee3k96xp3OdRCZcGQLEmSykJNfQOHDh3M/JMm5V2KZEiWJEn5a9rTwj3LVvHuU6s5ZOjgvMuRDMmSJCl/v3xxHZu2N7FwlkMtVB4MyZIkKXe1dQVGDR/CeSdOyLsUCTAkS5KknO1s2sPiZ1Zx4fTJDBviUAuVB0OyJEnK1S9eWMvWXc0s9KoWKiOGZEmSlKva+gLjRgzlrceNz7sUaS9DsiRJys323c3c/+xqLpwxmarBxhKVD9+NkiQpNz97bg07mvawyKtaqMwYkiVJUm5q6hqYNGoYZx0zLu9SpH0YkiVJUi627mzi58+v5eKZUxg8KPIuR9qHIVmSJOXivmdXs7u5hUVe1UJlyJAsSZJyUVPXwOFjD+H0o8bmXYr0JoZkSZLU5zZt381DK9axcNYUIhxqofJjSJYkSX3u3mWraG5JDrVQ2TIkS5KkPldT38C08YcyferovEuR2mVIliRJfWrt1l088tJ6Fs2e6lALlS1DsiRJ6lP3LCvQkmChNxBRGTMkS5KkPlVbV+DE6pGcNHlU3qVIHTIkS5KkPlPYvIPHX9ngUWSVPUOyJEnqM3fVFwBYOGtKzpVInTMkS5KkPlNTX2DG4aM5duLIvEuROmVIliRJfeK19dupe32TQy1UEQzJkiSpT9QubQBgwUyHWqj8GZIlSVKfqKkrcNpRYzly3KF5lyJ1yZAsSZJ63YtrGlle2MIih1qoQhiSJUlSr6utbyACFnhVC1UIQ7IkSepVKSVq6ho4a9o4qkcPz7scqVsMyZIkqVc9t2orL63dxqLZDrVQ5TAkS5KkXlVT18DgQcFFMybnXYrUbYZkSZLUa1JK1NYXeOtx4xk/clje5UjdZkiWJEm9pn7lZl7bsN2hFqo4hmRJktRrauoaqBocXHCqQy1UWQzJkiSpV7S0JO5aWuAdJ05kzKFVeZcj7RdDsiRJ6hVPvbaRwuadLPQGIqpAhmRJktQrausaGDZkEOefWp13KdJ+MyRLkqQe17ynhbuWFnjXKZMYOWxI3uVI+82QLEmSetxjv9nAusbdDrVQxTIkS5KkHldb38CIoYOZf9KkvEuRDoghWZIk9aimPS3cs2wV559azSFDB+ddjnRADMmSJKlH/fLFdWza3sQih1qoghmSJUlSj6qpa2D08CG8/cQJeZciHTBDsiRJ6jE7m/aw+JnVXDB9MsOGONRClcuQLEmSeswvXlhL465mFs12qIUqmyFZkiT1mJq6BsaNGMpbjxufdynSQTEkS5KkHrF9dzMPLF/DRTMmM2SwEUOVrct3cETcHBFrImJZB/MviYj6iHg6Ip6MiHNL5h0VEYsjYnlEPBsR03qwdkmSVEYeWL6GHU17HGqhfqE7f+bdAlzYyfwHgNkppTnAJ4B/KZn3XeDrKaVTgLOANQdWpiRJKnc1dQ1MGjWMM6eNy7sU6aB1GZJTSg8CGzqZ35hSStnTEUACiIhTgSEppftK2m0/+JIlSVK52bKziSUvrGXBrCkMHhR5lyMdtPhtvu2kUXGYRG1KaUYH898PfA2YBCxIKT0SEe8Dfh/YDRwD3A98LqW0p53lrwSuBKiurj7jtttuO6AXc7AaGxsZOXJkLttW++yT8mS/lB/7pDwNpH55+I0mvr10N3/5luEcf1j5XvptIPVJJcmrX+bPn/9USmlue/N6JCSXtDsP+HJK6fyI+CDw/4DTgNeA24G7U0r/r7N1zJ07Nz355JNd1tQblixZwrx583LZttpnn5Qn+6X82CflaSD1y+9953FeWN3IL/9iPhHleyR5IPVJJcmrXyKiw5Dco6eeZkMzjo2ICcBK4OmU0ssppWbgx8DpPbk9SZKUv43bdvPQinUsnDWlrAOytD8OOiRHxPGR/UZExOnAMGA98AQwNiImZk3fCTx7sNuTJEnl5d5nVtHckryqhfqVIV01iIhbgXnAhIhYCVwNVAGklG4EPgBcHhFNwA7g0uxEvj0R8efAA1mIfgr4dq+8CkmSlJva+gaOmTCC6VNH512K1GO6DMkppcu6mH89cH0H8+4DZh1YaZIkqdyt3bqLR15az/+Yf7xDLdSveDscSZJ0wO5ZVqAl4VAL9TuGZEmSdMBq6ho4sXokJ1aPyrsUqUcZkiVJ0gFp2LSDJ17ZyKJZHkVW/2NIliRJB+TupQUAFjrUQv2QIVmSJB2QmroGZhw+mmMmjMi7FKnHGZIlSdJ+e239dupWbnaohfotQ7IkSdpvNfUNACyYNSXnSqTeYUiWJEn7rba+wOlHjeWIww7NuxSpVxiSJUnSfnlxzVaWF7Z4bWT1a4ZkSZK0X2rqCkTAxTMdaqH+y5AsSZK6LaVEbX0DbzlmHNWjh+ddjtRrDMmSJKnblhe28tLabSz0qhbq5wzJkiSp22rrGxg8KLhoxuS8S5F6lSFZkiR1S0qJmvoG3nb8BMaPHJZ3OVKvMiRLkqRuqVu5mdc37GCh10bWAGBIliRJ3VJb10DV4OCC6Q61UP9nSJYkSV1qaUnU1hd4x4kTGXNIVd7lSL3OkCxJkrr01GsbWbVlpzcQ0YBhSJYkSV2qqWtgeNUgzj+lOu9SpD5hSJYkSZ1q3tPC3UsLvPPkSYwYNiTvcqQ+YUiWJEmdeuw3G1jXuJtF3kBEA4ghWZIkdaqmroERQwcz/+RJeZci9RlDsiRJ6tDu5hbufWYV7z61muFVg/MuR+ozhmRJktShh19cx6btTV7VQgOOIVmSJHWopq6B0cOH8PYTJuZditSnDMmSJKldO5v2sPjZ1Vw4YzJDhxgZNLD4jpckSe1a8vxaGnc1s9CrWmgAMiRLkqR21dY3MG7EUN563Pi8S5H6nCFZkiS9yfbdzTywfA0XzZjMkMHGBQ08vuslSdKb3L98DTua9nhVCw1YhmRJkvQmtXUNVI8expnTxuVdipQLQ7IkSdrHlp1NLHl+LRfPnMLgQZF3OVIuDMmSJGkf9z2zmt17WhxqoQHNkCxJkvZRU9/A4WMP4bQjx+ZdipQbQ7IkSdpr47bd/HLFOhbOnkKEQy00cBmSJUnSXvc+s4rmlsQibyCiAc6QLEmS9qqpa+CYCSOYPnV03qVIuTIkS5IkANZs3cmjL69n0SyHWkiGZEmSBMA9S1fRkmChV7WQDMmSJKmopq6Bk6pHcWL1qLxLkXJnSJYkSTRs2sGTr25k0ewpeZcilQVDsiRJ4q76AgALvaqFBBiSJUkSUFvfwMzDxzBtwoi8S5HKgiFZkqQB7tX126hbuZmFsxxqIbUyJEuSNMDVZkMtFhiSpb0MyZIkDXA1dQ2ccfRhHHHYoXmXIpUNQ7IkSQPYi2u28tyqrQ61kNowJEuSNIDV1BWIgAUzDclSKUOyJEkDVEqJmvoG3nLMOCaNHp53OVJZMSRLkjRALS9s5eW121jkbailN+kyJEfEzRGxJiKWdTD/koioj4inI+LJiDi3zfzREbEyIm7oqaIlSdLBq6lvYPCg4KIZDrWQ2urOkeRbgAs7mf8AMDulNAf4BPAvbeZ/FXjwQIqTJEm9I6VETV0Dbzt+AuNGDM27HKnsdBmSU0oPAhs6md+YUkrZ0xFA62Mi4gygGlh8kHVKkqQeVLdyMys37mCRV7WQ2hW/zbedNIqYBtSmlGZ0MP/9wNeAScCClNIjETEI+BnwUeB8YG5K6dMdLH8lcCVAdXX1GbfddtsBvJSD19jYyMiRI3PZttpnn5Qn+6X82CflqZz75dblu3jgtWa++c5DGVEVeZfTZ8q5TwayvPpl/vz5T6WU5rY3b0hPbCCldCdwZ0ScR3F4xfnAHwF3p5RWRnT+y5dSugm4CWDu3Llp3rx5PVHWfluyZAl5bVvts0/Kk/1SfuyT8lSu/dLSkvjcf/2MeSePZ8G7280H/Va59slAV4790iMhuVVK6cGIODYiJgDnAG+PiD8CRgJDI6IxpfS5ntymJEnaP0++upFVW3by+YtPzrsUqWwddEiOiOOBl1JKKSJOB4YB61NKHylp83GKwy0MyJIk5aymroHhVYM4/5TqvEuRylaXITkibgXmARMiYiVwNVAFkFK6EfgAcHlENAE7gEtTdwY6S5KkPte8p4V7lhV418nVjBjWo18oS/1Kl78dKaXLuph/PXB9F21uoXgpOUmSlKNHX97AusbdLPSqFlKnvOOeJEkDSG19AyOGDmb+yZPyLkUqa4ZkSZIGiN3NLdyzbBXvPrWa4VWD8y5HKmuGZEmSBohfvriWzTuaWDR7at6lSGXPkCxJ0gBRW1dg9PAhvP2EiXmXIpU9Q7IkSQPAzqY9LH52NRfOmMzQIf73L3XF3xJJkgaAJc+vpXFXs0MtpG4yJEuSNADU1DcwfsRQzjl2fN6lSBXBkCxJUj+3bVczDyxfzUUzJzNksP/1S93hb4okSf3cA8+tYWdTC4tmOdRC6i5DsiRJ/VxNXQPVo4dx5rRxeZciVQxDsiRJ/diWnU384vm1LJg5lUGDIu9ypIphSJYkqR9b/Mxqdu9pYeHsKXmXIlUUQ7IkSf1YTV0Dh489hNOOHJt3KVJFMSRLktRPbdi2m4dfXMei2VOJcKiFtD8MyZIk9VP3LltFc0ti4SyHWkj7y5AsSVI/VVvfwLETRjB96ui8S5EqjiFZkqR+aM2WnTzy8noWzpriUAvpABiSJUnqh+5eWiAlWDTbG4hIB8KQLElSP1RbX+DkyaM4oXpU3qVIFcmQLElSP9OwaQdPvrrRE/akg2BIliSpn7mrvgDAwlkOtZAOlCFZkqR+pqa+gZmHj2HahBF5lyJVLEOyJEn9yKvrt1G/cjOLvA21dFAMyZIk9SO12VCLBQ61kA6KIVmSpH6kpq6BM44+jMPHHpJ3KVJFMyRLktRPrFi9ledWbWWRV7WQDpohWZKkfqKmvkAEXDzTkCwdLEOyJEn9QEqJ2voGzj5mPJNGD8+7HKniGZIlSeoHni1s4eW121joVS2kHmFIliSpH6ipKzB4UHDRDEOy1BMMyZIkVbjWoRbnHj+BcSOG5l2O1C8YkiVJqnBPv76JlRt3sNCrWkg9xpAsSVKFq60vMHTwIN4zfXLepUj9hiFZkqQK1tJSHGpx3okTGXNIVd7lSP2GIVmSpAr2xCsbWL1lF4u8qoXUowzJkiRVsNr6AsOrBnH+KdV5lyL1K4ZkSZIqVPOeFu5eWuBdJ1czYtiQvMuR+hVDsiRJFerRlzewfttuh1pIvcCQLElShaqpa2DE0MHMO2lS3qVI/Y4hWZKkCrS7uYV7lhV4z/TJDK8anHc5Ur9jSJYkqQL98sW1bNnZ7FALqZcYkiVJqkA1dQXGHFLFucdPzLsUqV8yJEuSVGF2Nu3hvmdXc+H0yQwd4n/lUm/wN0uSpAqz5Pk1NO5qZqFDLaReY0iWJKnC1NQVGD9iKOccOz7vUqR+y5AsSVIF2barmQeeW83FM6cwZLD/jUu9xd8uSZIqyP3LV7OzqYWFsxxqIfUmQ7IkSRWktr5A9ehhnDltXN6lSP2aIVmSpAqxeUcTv3h+LQtmTmXQoMi7HKlfMyRLklQhFj+zit17WryBiNQHugzJEXFzRKyJiGUdzL8kIuoj4umIeDIizs2mz4mIRyLimWz+pT1dvCRJA0ltfYEjDjuEOUeOzbsUqd/rzpHkW4ALO5n/ADA7pTQH+ATwL9n07cDlKaXp2fLfiIixB1ypJEkD2IZtu/nli+tYOGsqEQ61kHrbkK4apJQejIhpncxvLHk6AkjZ9BdK2jRExBpgIrDpQIuVJGmgunfZKva0JIdaSH2kR8YkR8T7I+I54C6KR5Pbzj8LGAq81BPbkyRpoKmpa+DYCSM4dcrovEuRBoRIKXXdqHgkuTalNKOLducBX04pnV8ybQqwBLgipfRoB8tdCVwJUF1dfcZtt93W3fp7VGNjIyNHjsxl22qffVKe7JfyY5+Up57ql007W7hqyQ7ee1wV7z9haA9UNnD5u1Ke8uqX+fPnP5VSmtvevC6HW+yPbGjGsRExIaW0LiJGUzy6/MWOAnK23E3ATQBz585N8+bN68myum3JkiXktW21zz4pT/ZL+bFPylNP9cstD/+GxLN8+r3ncEL1qIMvbADzd6U8lWO/HPRwi4g4PrIzCCLidGAYsD4ihgJ3At9NKd1xsNuRJGmgqqkvcPLkUQZkqQ91eSQ5Im4F5gETImIlcDVQBZBSuhH4AHB5RDQBO4BLU0opIv4bcB4wPiI+nq3u4ymlp3v6RUiS1F+9sWkHT726kc9ccFLepUgDSneubnFZF/OvB65vZ/r3gO8deGmSJOmu+gYAFs7yqhZSX/KOe5IklbHa+gKzjhjD0eNH5F2KNKAYkiVJKlOvrNtG/crNHkWWcmBIliSpTNVmQy0WzJqacyXSwGNIliSpTNXWF5h79GEcPvaQvEuRBhxDsiRJZWjF6q08t2qrQy2knBiSJUkqQzX1BQYFXGxIlnJhSJYkqcyklKita+Atx4xn0qjheZcjDUiGZEmSyswzDVt4ed02Fs32hD0pL4ZkSZLKTG19gSGDggtnTM67FGnAMiRLklRGUkrU1jfwtuMnMG7E0LzLkQYsQ7IkSWXk6dc3sXLjDodaSDkzJEuSVEZq6goMHTyI90yvzrsUaUAzJEuSVCZaWhJ3LW3gHSdNZPTwqrzLkQY0Q7IkSWXiiVc2sHrLLodaSGXAkCxJUpmoqW9geNUg3nXypLxLkQY8Q7IkSWWgeU8L9yxdxbtOqWbEsCF5lyMNeIZkSZLKwCMvr2f9tt0s8jbUUlkwJEuSVAZq6hoYOWwI805yqIVUDgzJkiTlbHdzC/cuW8V7Tq1meNXgvMuRhCFZkqTcPbRiLVt2NrNwtkMtpHJhSJYkKWe19QXGHFLFucdPzLsUSRlDsiRJOdrZtIfFz6ziwumTGTrE/5alcuFvoyRJOfr5c2vYtnuPNxCRyowhWZKkHNXWF5gwcihnHzsu71IklTAkS5KUk227mnngudVcNGMKQwb7X7JUTvyNlCQpJ/cvX83OphaHWkhlyJAsSVJOauoKTB49nLlHH5Z3KZLaMCRLkpSDzTua+MULa1gwawqDBkXe5Uhqw5AsSVIOFj+ziqY9yaEWUpkyJEuSlIOa+gJHjjuE2UeMybsUSe0wJEuS1Mc2bNvNwy+uY+GsqUQ41EIqR4ZkSZL62D3LCuxpSSycNSXvUiR1wJAsSVIfq6lr4NiJIzh1yui8S5HUAUOyJEl9aM2WnTz2mw0OtZDKnCFZkqQ+dNfSAinBIodaSGXNkCxJUh+qrS9w8uRRnFA9Ku9SJHXCkCxJUh95Y9MOnnp1o9dGliqAIVmSpD5yV30DgFe1kCqAIVmSpD5SU1dg1hFjOHr8iLxLkdQFQ7IkSX3glXXbWPrGZhbNcqiFVAkMyZIk9YHabKjFAodaSBXBkCxJUh+oqSsw9+jDmDr2kLxLkdQNhmRJknrZC6u38vzqrV7VQqoghmRJknpZbV0DgwIumjk571IkdZMhWZKkXpRSoqa+wNnHjmfSqOF5lyOpmwzJkiT1omcatvCbddscaiFVGEOyJEm9qKa+gSGDggunO9RCqiSGZEmSeklKidq6AueeMIHDRgzNuxxJ+8GQLElSL3lpcwtvbNrBQm8gIlUcQ7IkSb3ksUIzQwcP4j3Tq/MuRdJ+MiRLktQL9rQknli1h3knTWT08Kq8y5G0n7oMyRFxc0SsiYhlHcy/JCLqI+LpiHgyIs4tmXdFRKzIfq7oycIlSSpnT7yygU27Egu9qoVUkbpzJPkW4MJO5j8AzE4pzQE+AfwLQESMA64G3gKcBVwdEYcdTLGSJFWK2voGhg6G80+ZlHcpkg7AkK4apJQejIhpncxvLHk6AkjZ4wuA+1JKGwAi4j6KYfvWA662F/3h957ihdd38M1nH867FJXYstk+KUf2S/mxT8rPc4WtzJk4mEOHdvlfraQy1CO/uRHxfuBrwCRgQTb5cOD1kmYrs2ntLX8lcCVAdXU1S5Ys6Ymy9suWDbuoij00bdva59tWx+yT8mS/lB/7pPycMAbeUd2cy/9p6lhjY6N9UobKsV96JCSnlO4E7oyI84CvAufv5/I3ATcBzJ07N82bN68nytov8+bBkiVLyGPb6ph9Up7sl/Jjn5Qn+6X82CflqRz7pUevbpFSehA4NiImAG8AR5bMPiKbJkmSJJW1gw7JEXF8RET2+HRgGLAe+Cnwnog4LDth7z3ZNEmSJKmsdTncIiJuBeYBEyJiJcUrVlQBpJRuBD4AXB4RTcAO4NKUUgI2RMRXgSeyVX2l9SQ+SZIkqZx15+oWl3Ux/3rg+g7m3QzcfGClSZIkSfnwjnuSJElSG4ZkSZIkqQ1DsiRJktSGIVmSJElqw5AsSZIktWFIliRJktowJEuSJEltGJIlSZKkNgzJkiRJUhtRvIN0+YiItcCrOW1+ArAup22rffZJebJfyo99Up7sl/Jjn5SnvPrl6JTSxPZmlF1IzlNEPJlSmpt3Hfot+6Q82S/lxz4pT/ZL+bFPylM59ovDLSRJkqQ2DMmSJElSG4bkfd2UdwF6E/ukPNkv5cc+KU/2S/mxT8pT2fWLY5IlSZKkNjySLEmSJLVR1iE5Im6OiDURsaxk2riIuC8iVmT/HlYyryoiftXRstn0r0fEcxFRHxF3RsTYNvOfiogxEXFX1u6ZiLiuZP6wiLg9Il6MiMciYlo2/d3Zskuzf99ZsswZ2fQXI+IfIiJ6el/1pQ765XezfdUSEW86OzXbJ8Mi4q8j4vWIaGwz/08j4tmsXx6IiKPbzL8nIo6IiO9HxPMRsSyroyqbH9m+fTFbx+nZ9DkR8UhWW31EXFqyzmOyPnwx69OhPb2v+koHfdKd97p90os66JevZq/76YhYHBFTS+b5GdbLOtqv2bw/i4gUERNKptknfaCD35VrIuKN7Hfl6Yi4uM0yfob1ok7e7/+z5H38t23m9a8+SSmV7Q9wHnA6sKxk2t8Cn8sefw64vmTefOAfO1o2m/4eYEj2+Po2yx8D/AQ4FJifTRsKPARclD3/I+DG7PGHgNuzx6cBU7PHM4A3Stb7OHA2EMA9reuq1J8O+uUU4CRgCTC3TftjgJ9kj88GpgCNbdrMBw7NHv9h637Nnh8CPJ49vjjbjwHcCvxhyfR7sulnA49l008ETsgeTwUKwNjs+Q+BD2WPb2xdVyX+dNAnXb7X7ZNc+mV0yeM/bv08Kdnnfob1cZ9k048EfkrxOv0T7JP8+wW4BvjzDtr7GZZPn8wH7geGZc8n9ec+KesjySmlB4ENbSZfAvxr9vhfgfeVzLuQ4s7raFlSSotTSs3Z00eBI9osf29KaXtK6edZ+93Ar0ralW7/DuBdEREppV+nlBqy6c8Ah2R/TU2h+J/io6nYQ99tU3PFaW/fppSWp5Se72CRC4F7s3aPppQK7azz5yml7dnTtv0yj2L4JqV0d8pQ/E+itF++m816FBgbEVNSSi+klFZkyzYAa4CJ2VGXd1LsQ3jze6midNAnXb7Xs3b2SS/poF+2lDwdAZSeGOJnWC/raL8Cfw98ln37A+yTPtFJv3TEz7Be1kGf/CFwXUppV9ZmTcm8ftcnZR2SO1BdsuNXAdUl8+aT7eBu+gTZh19mbwe3iuLXZouAB7JJhwOvA2QfipuB8W3W+wHgV9mb6HBgZcm8ldm0geRN+7ULn2Tffrmo7fLZVy8fK5m+t18yb9rPEXEWxSM4L1Hss00l/7H1937p8r3eBfukB7V+FQl8BPhyySw/w3IQEZdQPEpb185s+yRfn86+Pr85SoZX4mdYXk4E3p4NX/hFRJxZMq/f9UklhuS9sr8wEkBEHA5sKPkLpVMR8UWgGfh+9nwocERK6eWSNkMoHub/h9LpXax3OsWv2/77fryUfqu9/dpF+48Cc4Gvl0x+G/DLNk2/BTyYUnqom+udAvwb8HsppZbuLNNfdOe93sXy9kkPSyl9MaV0JMU++TT4GZaXiDgU+AL7/rHSOs8+ydc/AccBcyh+ff6/wc+wnA0BxlEc6vAZ4IfZOOF+2SeVGJJXZzuhdWe0Huq/kOJ4si5FxMeBhcBHsqAN8Hbe3Dk3AStSSt8omfYGxbFrrR92Y4D12fMjgDuBy1NKL5W0L/064Yhs2kDR3n5tV0ScD3wReG/rVzkRcSzwevb1ZGu7q4GJwJ+WLL63XzJ793NEjAbuAr6YfT0DxT4bm/XhPu37k/14r3e0vH3Su75P8Qgh+BmWl+MojqWsi4hXKL6+X0XEZOyTXKWUVqeU9mRh59vAWdksP8PysxL4j2y4w+NACzCBftonlRiSfwJckT2+AvjP7PHecWOdiYgLKY47e2+bowP7LB8R11L8oPpfnWz/g8DPUkop+/rsLoonFT7c2jgbGrIlIs7OxsZcXlLzQNDdfjkN+GeK/VI6xmmfr18i4veBC4DL2vyV+BPg8uwv2rOBzSmlQvbX7Z0UxzC1jklq/Rbi5xT7EPZ9L/UL3X2vd7K8fdILIuKEkqeXAM9lj/0My0FKaWlKaVJKaVpKaRrFEHB6SmkV9kmuWg+IZd4PtF5lwc+w/PyY4hAkIuJEisMa1tFf+ySVwRmUHf1Q/EqqADRR/OD6JMXxJQ8AKyieYTkOGAz8uqtls+kvUhzP8nT203pG8RPAIdnjIygO41he0u73s3nDgX/P1vM4cGw2/S+BbSXtnyY765PiVwrLKI6PuQGKN3Gp1J8O+uX92eNdwGrgp233a/b8b7N2Ldm/12TT78+Wa913rWfI1gDTSpZvzvZja7svZ9MD+L/ZvKVkV9gAPprVWdovc7J5x2Z9+GLWp8Py3rc93Cddvtftk1z65UcUPw/qs315OH6G5donbea/QvHImH2S/+/Kv1H87KinGI6mtN2v2XM/w/quT4YC38vee78C3tmf+6Rf3HEvIs4FPppS+tQBLn8E8O2U0kU9W9nAdrD7NSKGAQ+nlN503WUdGPukPPkZVn7sk/LkZ1j56c990i9CsiRJktSTKnFMsiRJktSrDMmSJElSG4ZkSZIkqQ1DsiRJktSGIVnSgBYReyLi6Yh4JiLqIuLPIqLTz8aImBYRH+6rGtvZ/tSIuKPrluUpIj4eEVPzrkOSOmNIljTQ7UgpzUkpTQfeTfGi9ld3scw0ILeQnFJqSCl9sOuWRSV3myoXHwcMyZLKmiFZkjKpeAeoK4FPZ3d0mhYRD0XEr7Kft2ZNrwPenh2BvqqTdvuIiB9HxFPZUesrS6Z/MiJeiIjHI+LbEXFDNv24iHg0IpZGxLUR0ZhNnxYRy7LHwyPiO1mbX0dE692wPh4RP4mInwEPZM//IyLujYgVEfG3Jdv/p4h4Mqvrr0qmvxIRX8te55MRcXpE/DQiXoqIT5W0+0xEPBER9a3LZzUuz17PMxGxOCIOiYgPUrwRxvez9R4SEe/Kal8aETdn102VpFwZkiWpRErpZYp3W5sErAHenVI6HbgU+Ies2eeAh7Ij0H/fSbu2PpFSOoNiSPzjiBifDTv4EnA28Dbg5JL23wS+mVKaSfGuVe35H8Wy00zgMuBfI2J4Nu904IMppXdkz+dk9c0ELo2II7PpX8wu5D8LeEdEzCpZ/2sppTnAQ8AtFG/vejbQGobfA5wAnJWt/4yIOC9b9gTg/2ZH6TcBH0jFW8Y+CXwkW2/K1ntp9hqGAH/YwWuVpD5jSJakjlUB346IpRRvZ3rqQbb744ioAx4FjuS34fIXKaUNKaWmbPlW55Q8/0EH6zyX4m1iSSk9B7wKnJjNuy+ltKGk7QMppc0ppZ3As8DR2fT/FhG/An4NTG9T/0+yf5cCj6WUtqaU1gK7ImIs8J7s59cUb1N7cva6AH6TUno6e/wUxWEqbZ2UtXshe/6vwHnttJOkPlVu49QkKVcRcSywh+LR4auB1cBsigcVdnaw2FVdtYuIecD5wDkppe0RsQQY3rZdD9vW5vmuksd7gCERcQzw58CZKaWNEXFLm7pal2lps3wLxf9DAvhaSumfSzcUEdPa2d4hB/YyJKnveSRZkjIRMRG4EbghpZSAMUAhpdQCfIziMAyArcCokkU7akebNhuzgHwyxSELAE9QHOJwWHaC3QdKlnm05PmHOij7IeAjWf0nAkcBz3fzJQOMphimN0dENcUTF/fHT4FPRMTIrIbDI2JSF8uU7r/ngWkRcXz2/GPAL/azBknqcYZkSQPdIa2XgAPuBxaTjbcFvgVckQ2ROJnfHpmtB/Zkl4y7qpN2pe6leOR2OcUT/x4FSCm9AfwN8DjwMPAKsDlb5n8BfxoR9cDxJdNLfQsYlA31uB34eEppVzvt2pVSqqM4VOI5ikM6Hu7ustnyi7PlHslquIN9/4Bozy3AjRHxNMUj0b8H/Hu2fAvFP1QkKVdRPFgiScpLRIxMKTVmR5LvBG5OKd0ZEYdSvERdiogPAZellC7Jt1pJGhgckyxJ+bsmIs6nOBZ4MfDjbPoZwA0RERSvDvGJXKqTpAHII8mSJElSG45JliRJktowJEuSJEltGJIlSZKkNgzJkiRJUhuGZEmSJKkNQ7IkSZLUxv8HSY/DjpSs7IAAAAAASUVORK5CYII=\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 7 giorni)', figsize=(12,6))"
]
}
],
"metadata": {
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