diff --git a/Alpha vantage examples.ipynb b/Alpha vantage examples.ipynb
index a3ace4b..3d03486 100644
--- a/Alpha vantage examples.ipynb	
+++ b/Alpha vantage examples.ipynb	
@@ -275,91 +275,6 @@
     "# Working with batch quotes"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": 29,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>1. symbol</th>\n",
-       "      <th>2. price</th>\n",
-       "      <th>3. volume</th>\n",
-       "      <th>4. timestamp</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>count</th>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>unique</th>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
-       "      <td>1</td>\n",
-       "      <td>2</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>top</th>\n",
-       "      <td>FB</td>\n",
-       "      <td>172.0600</td>\n",
-       "      <td>--</td>\n",
-       "      <td>2018-01-03 15:59:58</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>freq</th>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>3</td>\n",
-       "      <td>2</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "       1. symbol  2. price 3. volume         4. timestamp\n",
-       "count          3         3         3                    3\n",
-       "unique         3         3         1                    2\n",
-       "top           FB  172.0600        --  2018-01-03 15:59:58\n",
-       "freq           1         1         3                    2"
-      ]
-     },
-     "execution_count": 29,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "# It is still a TimeSeries call\n",
-    "ts.output_format='pandas'\n",
-    "data, meta_data = ts.get_batch_stock_quotes(symbols=('MSFT', 'FB', 'AAPL'))\n",
-    "data.describe()"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": 31,