diff --git a/module3/exo1/analyse-syndrome-grippal.ipynb b/module3/exo1/analyse-syndrome-grippal.ipynb
index efac6c1e0dc4c39dd8cb0a6456e57949841d58a0..bea842907ffe40b7ed6e2e61222c94536d8100dd 100644
--- a/module3/exo1/analyse-syndrome-grippal.ipynb
+++ b/module3/exo1/analyse-syndrome-grippal.ipynb
@@ -345,7 +345,10 @@
     "collapsed": true
    },
    "outputs": [],
-   "source": []
+   "source": [
+    "raw_data = pd.read_csv(data_url = \"http://www.sentiweb.fr/datasets/incidence-PAY-3.csv\", skiprows=1)\n",
+    "raw_data"
+   ]
   }
  ],
  "metadata": {