From 9914a969813f4139e4921b4da72c6a21e4a964f8 Mon Sep 17 00:00:00 2001
From: f9eed09007f01d9647a01a048e5f2766
 <f9eed09007f01d9647a01a048e5f2766@app-learninglab.inria.fr>
Date: Mon, 3 Oct 2022 09:36:35 +0000
Subject: [PATCH] no commit message

---
 .../influenza-like-illness-analysis.ipynb     | 76 +++++++++++--------
 1 file changed, 45 insertions(+), 31 deletions(-)

diff --git a/module3/exo1/influenza-like-illness-analysis.ipynb b/module3/exo1/influenza-like-illness-analysis.ipynb
index 48a097d..374445e 100644
--- a/module3/exo1/influenza-like-illness-analysis.ipynb
+++ b/module3/exo1/influenza-like-illness-analysis.ipynb
@@ -9,7 +9,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 25,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -30,11 +30,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 26,
    "metadata": {},
    "outputs": [],
    "source": [
-    "data_url = \"./incidence-PAY-3.csv\""
+    "data_url = 'https://www.sentiweb.fr/datasets/incidence-PAY-3.csv'\n",
+    "data_file = \"./incidence-PAY-3.csv\""
    ]
   },
   {
@@ -61,9 +62,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 27,
    "metadata": {},
    "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Offline data available.\n"
+     ]
+    },
     {
      "data": {
       "text/html": [
@@ -1026,12 +1034,20 @@
        "[1978 rows x 10 columns]"
       ]
      },
-     "execution_count": 6,
+     "execution_count": 27,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
+    "import os\n",
+    "from urllib import request\n",
+    "if not os.path.exists(data_file):\n",
+    "    print('Offline data not available: attempt to retrieve database online')\n",
+    "    request.urlretrieve(data_url, data_file)\n",
+    "else:\n",
+    "    print('Offline data available.')\n",
+    "\n",
     "raw_data = pd.read_csv(data_url, skiprows=1)\n",
     "raw_data"
    ]
@@ -1045,7 +1061,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 28,
    "metadata": {},
    "outputs": [
     {
@@ -1107,7 +1123,7 @@
        "1741        FR   France  "
       ]
      },
-     "execution_count": 7,
+     "execution_count": 28,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1125,7 +1141,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 29,
    "metadata": {},
    "outputs": [
     {
@@ -2090,7 +2106,7 @@
        "[1977 rows x 10 columns]"
       ]
      },
-     "execution_count": 8,
+     "execution_count": 29,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -2119,7 +2135,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 30,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2148,7 +2164,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 31,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2172,7 +2188,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 32,
    "metadata": {},
    "outputs": [
     {
@@ -2200,16 +2216,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 33,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "<matplotlib.axes._subplots.AxesSubplot at 0x7fb098234a20>"
+       "<matplotlib.axes._subplots.AxesSubplot at 0x7fb095f17470>"
       ]
      },
-     "execution_count": 12,
+     "execution_count": 33,
      "metadata": {},
      "output_type": "execute_result"
     },
@@ -2239,16 +2255,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 34,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "<matplotlib.axes._subplots.AxesSubplot at 0x7fb09608a898>"
+       "<matplotlib.axes._subplots.AxesSubplot at 0x7fb095944c88>"
       ]
      },
-     "execution_count": 13,
+     "execution_count": 34,
      "metadata": {},
      "output_type": "execute_result"
     },
@@ -2297,7 +2313,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 35,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2317,7 +2333,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 36,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2341,16 +2357,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 37,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "<matplotlib.axes._subplots.AxesSubplot at 0x7fb09608a828>"
+       "<matplotlib.axes._subplots.AxesSubplot at 0x7fb0958cb5c0>"
       ]
      },
-     "execution_count": 16,
+     "execution_count": 37,
      "metadata": {},
      "output_type": "execute_result"
     },
@@ -2380,7 +2396,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 38,
    "metadata": {},
    "outputs": [
     {
@@ -2425,7 +2441,7 @@
        "dtype: int64"
       ]
      },
-     "execution_count": 17,
+     "execution_count": 38,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -2444,16 +2460,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 39,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "<matplotlib.axes._subplots.AxesSubplot at 0x7fb095ff4a90>"
+       "<matplotlib.axes._subplots.AxesSubplot at 0x7fb095892a90>"
       ]
      },
-     "execution_count": 18,
+     "execution_count": 39,
      "metadata": {},
      "output_type": "execute_result"
     },
@@ -2477,9 +2493,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {
-    "collapsed": true
-   },
+   "metadata": {},
    "outputs": [],
    "source": []
   }
-- 
2.18.1