diff --git a/src/VaccineDistributionByZipcode.ipynb b/src/VaccineDistributionByZipcode.ipynb
index fe850d8088e..cb77db0e2bc 100644
--- a/src/VaccineDistributionByZipcode.ipynb
+++ b/src/VaccineDistributionByZipcode.ipynb
@@ -8,55 +8,12 @@
    "source": [
     "import pandas as pd\n",
     "\n",
-    "vaccineDistributionByZipcode  = pd.read_excel('tmp/Amended-22-01962-Pfizer-2022-0426-pulled-2022-0823_edited.xlsx')\n",
+    "vaccineDistributionByZipcode  = pd.read_excel(\n",
+    "        io = 'tmp/Amended-22-01962-Pfizer-2022-0426-pulled-2022-0823.xlsx',\n",
+    "        usecols = ['PROVIDER_NAME', 'ZIPCODE_SHP', 'LOT_NUMBER', 'DOSES_SHIPPED'])\n",
     "vaccineDistributionByZipcode"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "len(vaccineDistributionByZipcode['PROVIDER_NAME'].unique())"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "len(vaccineDistributionByZipcode['ZIPCODE_SHP'].unique())"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "vaccineDistributionByZipcode['AWARDEE'].unique()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "vaccineDistributionByZipcode['STATE_SHP'].unique()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "vaccineDistributionByZipcode[vaccineDistributionByZipcode['ZIPCODE_SHP'] == '37801']"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -67,15 +24,6 @@
     "\n",
     "IOUtils.saveDataFrameAsJson(vaccineDistributionByZipcode, '../docs/data/vaccineDistributionByZipcode/VaccineDistributionByZipcode.json')"
    ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "IOUtils.saveDataFrameAsHtml(vaccineDistributionByZipcode, '../docs/data/vaccineDistributionByZipcode/VaccineDistributionByZipcode.html')"
-   ]
   }
  ],
  "metadata": {