diff --git a/src/HowBadIsMyBatch.ipynb b/src/HowBadIsMyBatch.ipynb
index 88a77810605..16658a2fb56 100644
--- a/src/HowBadIsMyBatch.ipynb
+++ b/src/HowBadIsMyBatch.ipynb
@@ -101,17 +101,6 @@
     "international_VAERSSYMPTOMS"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "204af94d",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "symptomByBatchcodeTable = SymptomByBatchcodeTableFactory.createSymptomByBatchcodeTable(international_VAERSVAX_Covid19, international_VAERSSYMPTOMS)\n",
-    "symptomByBatchcodeTable"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -147,6 +136,19 @@
     "updateBatchCodeTableHtmlFile(batchCodeTable, batchCodeTableHtmlFile=\"../docs/batchCodeTable.html\")"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "19fa050b",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "symptomByBatchcodeTable = SymptomByBatchcodeTableFactory.createSymptomByBatchcodeTable(\n",
+    "    VAERSVAX = international_VAERSVAX_Covid19[international_VAERSVAX_Covid19['VAX_LOT'].isin(batchCodeTable['Batch'])],\n",
+    "    VAERSSYMPTOMS = international_VAERSSYMPTOMS)\n",
+    "symptomByBatchcodeTable"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,