diff --git a/src/HowBadIsMyBatch.ipynb b/src/HowBadIsMyBatch.ipynb
index 857adf65d2e..f2db996578c 100644
--- a/src/HowBadIsMyBatch.ipynb
+++ b/src/HowBadIsMyBatch.ipynb
@@ -1464,18 +1464,17 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "def createAndSaveAndDisplayBatchCodeTableByCountry(createBatchCodeTable, country, minADRsForLethality = None):\n",
-    "    batchCodeTable = createBatchCodeTable(country)\n",
+    "def createAndSaveBatchCodeTableForCountry(createBatchCodeTableForCountry, country, minADRsForLethality = None):\n",
+    "    batchCodeTable = createBatchCodeTableForCountry(country)\n",
     "    batchCodeTable.index.set_names(\"Batch\", inplace = True)\n",
     "    if minADRsForLethality is not None:\n",
     "        batchCodeTable.loc[batchCodeTable['Adverse Reaction Reports'] < minADRsForLethality, ['Severe reports', 'Lethality']] = [np.nan, np.nan]\n",
     "    IOUtils.saveDataFrame(batchCodeTable, '../docs/data/' + country)\n",
     "    display(country + \":\", batchCodeTable)\n",
     "\n",
-    "def createAndSaveAndDisplayBatchCodeTablesByCountry(vaers, countries, minADRsForLethality = None):\n",
-    "    internationalLotTableFactory = InternationalLotTableFactory(vaers)\n",
+    "def createAndSaveBatchCodeTablesForCountries(createBatchCodeTableForCountry, countries, minADRsForLethality = None):\n",
     "    for country in countries:\n",
-    "        createAndSaveAndDisplayBatchCodeTableByCountry(lambda country: internationalLotTableFactory.createBatchCodeTableByCountry(country), country, minADRsForLethality)"
+    "        createAndSaveBatchCodeTableForCountry(createBatchCodeTableForCountry, country, minADRsForLethality)"
    ]
   },
   {
@@ -1520,34 +1519,18 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "createAndSaveAndDisplayBatchCodeTablesByCountry(\n",
-    "    internationalVaers,\n",
-    "    countries,\n",
-    "    minADRsForLethality = 100)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "106c0d91",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "globalBatchCodeTable = InternationalLotTableFactory(internationalVaers).createGlobalBatchCodeTable()\n",
-    "globalBatchCodeTable"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "e75bd993",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "createAndSaveAndDisplayBatchCodeTableByCountry(\n",
-    "    createBatchCodeTable = lambda country: globalBatchCodeTable,\n",
+    "minADRsForLethality = 100\n",
+    "internationalLotTableFactory = InternationalLotTableFactory(internationalVaers)\n",
+    "\n",
+    "createAndSaveBatchCodeTablesForCountries(\n",
+    "    createBatchCodeTableForCountry = lambda country: internationalLotTableFactory.createBatchCodeTableByCountry(country),\n",
+    "    countries = countries,\n",
+    "    minADRsForLethality = minADRsForLethality)\n",
+    "\n",
+    "createAndSaveBatchCodeTableForCountry(\n",
+    "    createBatchCodeTableForCountry = lambda country: internationalLotTableFactory.createGlobalBatchCodeTable(),\n",
     "    country = 'Global',\n",
-    "    minADRsForLethality = 100)\n"
+    "    minADRsForLethality = minADRsForLethality)\n"
    ]
   },
   {