diff --git a/notebooks/eda.ipynb b/notebooks/eda.ipynb
index 974c3c8..aca3efa 100644
--- a/notebooks/eda.ipynb
+++ b/notebooks/eda.ipynb
@@ -2,20 +2,13 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": null,
    "id": "c93a55c8",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      ">> Loading CSV dataset from name_dataset.csv\n"
-     ]
+   "metadata": {
+    "jupyter": {
+     "is_executing": true
     }
-   ],
+   },
    "source": [
-    "#les dépendances pour la visualisation\n",
     "import pandas as pd\n",
     "import matplotlib.pyplot as plt\n",
     "import seaborn as sns\n",
@@ -23,14 +16,18 @@
     "import os\n",
     "import importlib\n",
     "\n",
-    "sys.path.append(os.path.abspath(\"..\"))\n",
-    "import misc\n",
-    "importlib.reload(misc)\n",
-    "from misc import load_csv_dataset\n",
-    "\n",
-    "data = load_csv_dataset(\"names.csv\")\n",
-    "df = pd.DataFrame(data)"
-   ]
+    "from misc import load_csv_dataset"
+   ],
+   "outputs": [],
+   "execution_count": null
+  },
+  {
+   "metadata": {},
+   "cell_type": "code",
+   "outputs": [],
+   "execution_count": null,
+   "source": "df = pd.DataFrame(load_csv_dataset(\"names.csv\"))",
+   "id": "89cb8529237838d9"
   },
   {
    "cell_type": "code",