diff --git a/Getting_Started/Data_Loading/Data_Loading_SQL.ipynb b/Getting_Started/Data_Loading/Data_Loading_SQL.ipynb
index 6d939d2b..111fcbeb 100644
--- a/Getting_Started/Data_Loading/Data_Loading_SQL.ipynb
+++ b/Getting_Started/Data_Loading/Data_Loading_SQL.ipynb
@@ -187,7 +187,8 @@
     "<p style = 'font-size:12px;font-family:Courier'> CREATE AUTHORIZATION {name} AS DEFINER TRUSTED<br>\n",
     "USER '{access_key}'<br>\n",
     "PASSWORD '{password}';<br>\n",
-    "</p>\n"
+    "</p>\n",
+    "<p style = 'font-size:16px;font-family:Arial;color:#00233C'>For public buckets we dont need any authorizationn. For our example we have a public read-only bucket hence we won't need authorization in queries below. </p>"
    ]
   },
   {
@@ -206,7 +207,7 @@
     "    <li> \"/gs\" - to access files in google cloud storage, used below</li>\n",
     "    <li> \"/s3\" - to access AWS buckets (Used in the UseCases/Deep_History_via_Object_Store)</li>\n",
     "    <li> \"/az\" - to access Azure blob storage</li>\n",
-    "</ul>"
+    "</ul>\n"
    ]
   },
   {
@@ -217,8 +218,7 @@
    "outputs": [],
    "source": [
     "SELECT TOP 2 * FROM (\n",
-    "LOCATION = '/gs/storage.googleapis.com/clearscape_analytics_demo_data/Data_Load/'\n",
-    "AUTHORIZATION = gs_tables_db.auth \n",
+    "LOCATION = '/gs/storage.googleapis.com/clearscape_analytics_demo_data/Data_Load/Retail_Data_sample.csv'\n",
     ") AS D;"
    ]
   },
@@ -249,9 +249,8 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "CREATE FOREIGN TABLE Retail_Data_FT,\n",
-    "EXTERNAL SECURITY  gs_tables_db.auth\n",
-    "USING (LOCATION('/gs/storage.googleapis.com/clearscape_analytics_demo_data/Data_Load/'));"
+    "CREATE FOREIGN TABLE Retail_Data_FT\n",
+    "USING (LOCATION('/gs/storage.googleapis.com/clearscape_analytics_demo_data/Data_Load/Retail_Data_sample.csv'));"
    ]
   },
   {
@@ -312,7 +311,6 @@
     "    Country\n",
     "FROM (\n",
     "    LOCATION = '/gs/storage.googleapis.com/clearscape_analytics_demo_data/Data_Load/Retail_Data_sample.csv'\n",
-    "AUTHORIZATION = gs_tables_db.auth\n",
     ") AS d;"
    ]
   },