task finished. a small update

module3/exo2/exercice.ipynb

@@ -9,7 +9,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 25,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -28,7 +28,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 26,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -44,7 +44,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 27,
    "metadata": {},
    "outputs": [
     {
@@ -1009,7 +1009,7 @@
        "[1802 rows x 10 columns]"
       ]
      },
-     "execution_count": 10,
+     "execution_count": 27,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1028,7 +1028,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 28,
    "metadata": {},
    "outputs": [
     {
@@ -1075,7 +1075,7 @@
        "Index: []"
       ]
      },
-     "execution_count": 11,
+     "execution_count": 28,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1100,7 +1100,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 29,
    "metadata": {},
    "outputs": [
     {
@@ -2127,7 +2127,7 @@
        "[1802 rows x 11 columns]"
       ]
      },
-     "execution_count": 12,
+     "execution_count": 29,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -2153,7 +2153,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 30,
    "metadata": {},
    "outputs": [
     {
@@ -3133,7 +3133,7 @@
        "[1802 rows x 10 columns]"
       ]
      },
-     "execution_count": 14,
+     "execution_count": 30,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -3152,7 +3152,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 31,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3181,16 +3181,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 32,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "<matplotlib.axes._subplots.AxesSubplot at 0x7f922c0ca780>"
+       "<matplotlib.axes._subplots.AxesSubplot at 0x7f9229cf9cf8>"
       ]
      },
-     "execution_count": 17,
+     "execution_count": 32,
      "metadata": {},
      "output_type": "execute_result"
     },
@@ -3220,16 +3220,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 33,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "<matplotlib.axes._subplots.AxesSubplot at 0x7f9229f166a0>"
+       "<matplotlib.axes._subplots.AxesSubplot at 0x7f9229c27c50>"
       ]
      },
-     "execution_count": 18,
+     "execution_count": 33,
      "metadata": {},
      "output_type": "execute_result"
     },
@@ -3266,7 +3266,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 34,
    "metadata": {},
    "outputs": [
     {
@@ -3308,7 +3308,7 @@
        " Period('2024-08-26/2024-09-01', 'W-SUN')]"
       ]
      },
-     "execution_count": 20,
+     "execution_count": 34,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -3329,7 +3329,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 35,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3353,16 +3353,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 36,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "<matplotlib.axes._subplots.AxesSubplot at 0x7f922ce6d7b8>"
+       "<matplotlib.axes._subplots.AxesSubplot at 0x7f9229bbb278>"
       ]
      },
-     "execution_count": 22,
+     "execution_count": 36,
      "metadata": {},
      "output_type": "execute_result"
     },
@@ -3392,7 +3392,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 37,
    "metadata": {},
    "outputs": [
     {
@@ -3434,7 +3434,7 @@
        "dtype: int64"
       ]
      },
-     "execution_count": 23,
+     "execution_count": 37,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -3443,6 +3443,13 @@
     "yearly_incidence.sort_values()"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Find the year with the strongest epidemic and the year with the weakest epidemic from the above data."
+   ]
+  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -3452,16 +3459,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 38,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "<matplotlib.axes._subplots.AxesSubplot at 0x7f9229f4e860>"
+       "<matplotlib.axes._subplots.AxesSubplot at 0x7f9229b22e48>"
       ]
      },
-     "execution_count": 24,
+     "execution_count": 38,
      "metadata": {},
      "output_type": "execute_result"
     },