diff --git "a/notebooks/2 - Simulation th\303\251orique.ipynb" "b/notebooks/2 - Simulation th\303\251orique.ipynb"
index 79688de..1b978b4 100644
--- "a/notebooks/2 - Simulation th\303\251orique.ipynb"	
+++ "b/notebooks/2 - Simulation th\303\251orique.ipynb"	
@@ -202,9 +202,7 @@
     "    simulation_max_smic=config[\"SIMULATIONS\"][\"THEORETICAL\"][\"MAX_SMIC\"],\n",
     "    list_var_groupby=list_var_groupby,\n",
     ")\n",
-    "data_stat_des_jv = data_stat_des_jv.drop(\n",
-    "    [\"secret_stat_primary\", \"secret_stat_secondary\"], axis=1\n",
-    ").unstack()\n",
+    "data_stat_des_jv = data_stat_des_jv.unstack()\n",
     "data_stat_des_jv.columns = [\n",
     "    \"_\".join(idx) for idx in data_stat_des_jv.columns.to_flat_index()\n",
     "]\n",