diff --git a/src/HowBadIsMyBatch.ipynb b/src/HowBadIsMyBatch.ipynb
index 8693f306c50..ed642473a4c 100644
--- a/src/HowBadIsMyBatch.ipynb
+++ b/src/HowBadIsMyBatch.ipynb
@@ -221,7 +221,9 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "df = regionCountsByClickedBatchcodeTable.loc[(slice(None), 'Germany', slice(None)), :].sort_values(by = ['REGION', 'REGION_COUNT_BY_VAX_LOT'], ascending = False)\n",
+    "df = (regionCountsByClickedBatchcodeTable\n",
+    "        .loc[(slice(None), 'Germany', slice(None)), :]\n",
+    "        .sort_values(by = ['REGION', 'REGION_COUNT_BY_VAX_LOT'], ascending = False))\n",
     "df"
    ]
   },