diff --git a/notebook/Paper.ipynb b/notebook/Paper.ipynb
index 2e92234..01acbb7 100644
--- a/notebook/Paper.ipynb
+++ b/notebook/Paper.ipynb
@@ -381,14 +381,6 @@
     "            data=GU_df.query('years == \"2019\" and GU==\"D\"'), hue='trt', ax=ax[1][3])\n",
     "\n"
    ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "3a06636d-b8b9-4322-be91-e9227a88187b",
-   "metadata": {},
-   "outputs": [],
-   "source": []
   }
  ],
  "metadata": {