diff --git a/notebooks/03.09-Pivot-Tables.ipynb b/notebooks/03.09-Pivot-Tables.ipynb
index 2710ff8f2..3bdc312fa 100644
--- a/notebooks/03.09-Pivot-Tables.ipynb
+++ b/notebooks/03.09-Pivot-Tables.ipynb
@@ -80,9 +80,9 @@
        "      <th>sex</th>\n",
        "      <th>age</th>\n",
        "      <th>sibsp</th>\n",
-       "      <th>parch</th>\n",
+       "      <th>quest parch v2</th>\n",
        "      <th>fare</th>\n",
-       "      <th>embarked</th>\n",
+       "      <th>embarked on a journey</th>\n",
        "      <th>class</th>\n",
        "      <th>who</th>\n",
        "      <th>adult_male</th>\n",
@@ -101,15 +101,15 @@
        "      <td>22.0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
-       "      <td>7.2500</td>\n",
+       "      <td>112.2500</td>\n",
        "      <td>S</td>\n",
        "      <td>Third</td>\n",
        "      <td>man</td>\n",
        "      <td>True</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>Southampton</td>\n",
-       "      <td>no</td>\n",
-       "      <td>False</td>\n",
+       "      <td>Berkeley</td>\n",
+       "      <td>yes</td>\n",
+       "      <td>True</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
@@ -126,8 +126,8 @@
        "      <td>False</td>\n",
        "      <td>C</td>\n",
        "      <td>Cherbourg</td>\n",
-       "      <td>yes</td>\n",
-       "      <td>False</td>\n",
+       "      <td>hell yeah</td>\n",
+       "      <td>True</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",