diff --git a/lab_pokemon.ipynb b/lab_pokemon.ipynb
index fa944f3..b1dd870 100644
--- a/lab_pokemon.ipynb
+++ b/lab_pokemon.ipynb
@@ -16,17 +16,30 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 4,
    "id": "5923b0d7-c0e0-48fa-b765-4aa6002c2d4f",
-   "metadata": {},
-   "outputs": [],
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "25"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "# Other cells are code cells, containing Python code. (This is a comment, of course!)\n",
     "# Try running this cell (again, shift+Enter). You'll see the result of the final statement \n",
     "# printed below the cell. \n",
     "# Then try changing the Python code and re-run it.\n",
     "\n",
-    "1+1"
+    "5*5\n"
    ]
   },
   {
@@ -41,22 +54,48 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 7,
    "id": "0e2a2927-f6d1-4b13-97ae-ff97416723e9",
-   "metadata": {},
-   "outputs": [],
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "20"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "# Cell A\n",
-    "x = 10\n",
+    "\n",
     "x"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 6,
    "id": "69dd7908-b213-4d0f-8016-e46a4a491961",
-   "metadata": {},
-   "outputs": [],
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "20"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "# Cell B\n",
     "x = x * 2\n",
@@ -97,9 +136,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 3,
    "id": "ba09a0f8-27d9-456f-aeff-3980e3362d5b",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "outputs": [],
    "source": [
     "import pandas as pd"
@@ -107,7 +148,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 4,
    "id": "a29d508a-2d9a-4d62-9ff6-7a0ecfd5eba4",
    "metadata": {},
    "outputs": [],
@@ -130,10 +171,253 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 5,
    "id": "579d8dda-ca39-48b1-8819-b17651029729",
-   "metadata": {},
-   "outputs": [],
+   "metadata": {
+    "tags": []
+   },
+   "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>name</th>\n",
+       "      <th>type</th>\n",
+       "      <th>subtype</th>\n",
+       "      <th>total</th>\n",
+       "      <th>hp</th>\n",
+       "      <th>attack</th>\n",
+       "      <th>defense</th>\n",
+       "      <th>special_attack</th>\n",
+       "      <th>special_defense</th>\n",
+       "      <th>speed</th>\n",
+       "      <th>generation</th>\n",
+       "      <th>legendary</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>Bulbasaur</td>\n",
+       "      <td>Grass</td>\n",
+       "      <td>Poison</td>\n",
+       "      <td>318</td>\n",
+       "      <td>45</td>\n",
+       "      <td>49</td>\n",
+       "      <td>49</td>\n",
+       "      <td>65</td>\n",
+       "      <td>65</td>\n",
+       "      <td>45</td>\n",
+       "      <td>1</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>Ivysaur</td>\n",
+       "      <td>Grass</td>\n",
+       "      <td>Poison</td>\n",
+       "      <td>405</td>\n",
+       "      <td>60</td>\n",
+       "      <td>62</td>\n",
+       "      <td>63</td>\n",
+       "      <td>80</td>\n",
+       "      <td>80</td>\n",
+       "      <td>60</td>\n",
+       "      <td>1</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>Venusaur</td>\n",
+       "      <td>Grass</td>\n",
+       "      <td>Poison</td>\n",
+       "      <td>525</td>\n",
+       "      <td>80</td>\n",
+       "      <td>82</td>\n",
+       "      <td>83</td>\n",
+       "      <td>100</td>\n",
+       "      <td>100</td>\n",
+       "      <td>80</td>\n",
+       "      <td>1</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>VenusaurMega Venusaur</td>\n",
+       "      <td>Grass</td>\n",
+       "      <td>Poison</td>\n",
+       "      <td>625</td>\n",
+       "      <td>80</td>\n",
+       "      <td>100</td>\n",
+       "      <td>123</td>\n",
+       "      <td>122</td>\n",
+       "      <td>120</td>\n",
+       "      <td>80</td>\n",
+       "      <td>1</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>Charmander</td>\n",
+       "      <td>Fire</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>309</td>\n",
+       "      <td>39</td>\n",
+       "      <td>52</td>\n",
+       "      <td>43</td>\n",
+       "      <td>60</td>\n",
+       "      <td>50</td>\n",
+       "      <td>65</td>\n",
+       "      <td>1</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>795</th>\n",
+       "      <td>Diancie</td>\n",
+       "      <td>Rock</td>\n",
+       "      <td>Fairy</td>\n",
+       "      <td>600</td>\n",
+       "      <td>50</td>\n",
+       "      <td>100</td>\n",
+       "      <td>150</td>\n",
+       "      <td>100</td>\n",
+       "      <td>150</td>\n",
+       "      <td>50</td>\n",
+       "      <td>6</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>796</th>\n",
+       "      <td>DiancieMega Diancie</td>\n",
+       "      <td>Rock</td>\n",
+       "      <td>Fairy</td>\n",
+       "      <td>700</td>\n",
+       "      <td>50</td>\n",
+       "      <td>160</td>\n",
+       "      <td>110</td>\n",
+       "      <td>160</td>\n",
+       "      <td>110</td>\n",
+       "      <td>110</td>\n",
+       "      <td>6</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>797</th>\n",
+       "      <td>HoopaHoopa Confined</td>\n",
+       "      <td>Psychic</td>\n",
+       "      <td>Ghost</td>\n",
+       "      <td>600</td>\n",
+       "      <td>80</td>\n",
+       "      <td>110</td>\n",
+       "      <td>60</td>\n",
+       "      <td>150</td>\n",
+       "      <td>130</td>\n",
+       "      <td>70</td>\n",
+       "      <td>6</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>798</th>\n",
+       "      <td>HoopaHoopa Unbound</td>\n",
+       "      <td>Psychic</td>\n",
+       "      <td>Dark</td>\n",
+       "      <td>680</td>\n",
+       "      <td>80</td>\n",
+       "      <td>160</td>\n",
+       "      <td>60</td>\n",
+       "      <td>170</td>\n",
+       "      <td>130</td>\n",
+       "      <td>80</td>\n",
+       "      <td>6</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>799</th>\n",
+       "      <td>Volcanion</td>\n",
+       "      <td>Fire</td>\n",
+       "      <td>Water</td>\n",
+       "      <td>600</td>\n",
+       "      <td>80</td>\n",
+       "      <td>110</td>\n",
+       "      <td>120</td>\n",
+       "      <td>130</td>\n",
+       "      <td>90</td>\n",
+       "      <td>70</td>\n",
+       "      <td>6</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>800 rows × 12 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                      name     type subtype  total  hp  attack  defense  \\\n",
+       "0                Bulbasaur    Grass  Poison    318  45      49       49   \n",
+       "1                  Ivysaur    Grass  Poison    405  60      62       63   \n",
+       "2                 Venusaur    Grass  Poison    525  80      82       83   \n",
+       "3    VenusaurMega Venusaur    Grass  Poison    625  80     100      123   \n",
+       "4               Charmander     Fire     NaN    309  39      52       43   \n",
+       "..                     ...      ...     ...    ...  ..     ...      ...   \n",
+       "795                Diancie     Rock   Fairy    600  50     100      150   \n",
+       "796    DiancieMega Diancie     Rock   Fairy    700  50     160      110   \n",
+       "797    HoopaHoopa Confined  Psychic   Ghost    600  80     110       60   \n",
+       "798     HoopaHoopa Unbound  Psychic    Dark    680  80     160       60   \n",
+       "799              Volcanion     Fire   Water    600  80     110      120   \n",
+       "\n",
+       "     special_attack  special_defense  speed  generation  legendary  \n",
+       "0                65               65     45           1      False  \n",
+       "1                80               80     60           1      False  \n",
+       "2               100              100     80           1      False  \n",
+       "3               122              120     80           1      False  \n",
+       "4                60               50     65           1      False  \n",
+       "..              ...              ...    ...         ...        ...  \n",
+       "795             100              150     50           6       True  \n",
+       "796             160              110    110           6       True  \n",
+       "797             150              130     70           6       True  \n",
+       "798             170              130     80           6       True  \n",
+       "799             130               90     70           6       True  \n",
+       "\n",
+       "[800 rows x 12 columns]"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "pokemon"
    ]
@@ -152,12 +436,241 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 6,
    "id": "c9e5e4ec-b197-450c-ae2d-318006fa0a2f",
    "metadata": {},
-   "outputs": [],
+   "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>age</th>\n",
+       "      <th>sex</th>\n",
+       "      <th>income</th>\n",
+       "      <th>education</th>\n",
+       "      <th>sexual_orientation</th>\n",
+       "      <th>height</th>\n",
+       "      <th>weight</th>\n",
+       "      <th>health</th>\n",
+       "      <th>no_doctor</th>\n",
+       "      <th>exercise</th>\n",
+       "      <th>sleep</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>55</td>\n",
+       "      <td>female</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>other</td>\n",
+       "      <td>1.55</td>\n",
+       "      <td>83.01</td>\n",
+       "      <td>2</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>7</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>65</td>\n",
+       "      <td>female</td>\n",
+       "      <td>8</td>\n",
+       "      <td>1</td>\n",
+       "      <td>heterosexual</td>\n",
+       "      <td>1.65</td>\n",
+       "      <td>78.02</td>\n",
+       "      <td>3</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>8</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>35</td>\n",
+       "      <td>female</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>heterosexual</td>\n",
+       "      <td>1.65</td>\n",
+       "      <td>77.11</td>\n",
+       "      <td>4</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>7</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>55</td>\n",
+       "      <td>male</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>heterosexual</td>\n",
+       "      <td>1.83</td>\n",
+       "      <td>81.65</td>\n",
+       "      <td>5</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "      <td>8</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>55</td>\n",
+       "      <td>female</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>heterosexual</td>\n",
+       "      <td>1.80</td>\n",
+       "      <td>76.66</td>\n",
+       "      <td>4</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "      <td>8</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166420</th>\n",
+       "      <td>45</td>\n",
+       "      <td>female</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>heterosexual</td>\n",
+       "      <td>1.63</td>\n",
+       "      <td>86.18</td>\n",
+       "      <td>1</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166421</th>\n",
+       "      <td>25</td>\n",
+       "      <td>male</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>heterosexual</td>\n",
+       "      <td>1.78</td>\n",
+       "      <td>86.18</td>\n",
+       "      <td>4</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "      <td>6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166422</th>\n",
+       "      <td>25</td>\n",
+       "      <td>female</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>heterosexual</td>\n",
+       "      <td>1.91</td>\n",
+       "      <td>45.36</td>\n",
+       "      <td>1</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>8</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166423</th>\n",
+       "      <td>35</td>\n",
+       "      <td>female</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>heterosexual</td>\n",
+       "      <td>1.60</td>\n",
+       "      <td>68.04</td>\n",
+       "      <td>4</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166424</th>\n",
+       "      <td>35</td>\n",
+       "      <td>male</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>heterosexual</td>\n",
+       "      <td>1.75</td>\n",
+       "      <td>86.18</td>\n",
+       "      <td>3</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>8</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>166425 rows × 11 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "        age     sex  income  education sexual_orientation  height  weight  \\\n",
+       "0        55  female       5          2              other    1.55   83.01   \n",
+       "1        65  female       8          1       heterosexual    1.65   78.02   \n",
+       "2        35  female       8          4       heterosexual    1.65   77.11   \n",
+       "3        55    male       8          4       heterosexual    1.83   81.65   \n",
+       "4        55  female       8          4       heterosexual    1.80   76.66   \n",
+       "...     ...     ...     ...        ...                ...     ...     ...   \n",
+       "166420   45  female       8          3       heterosexual    1.63   86.18   \n",
+       "166421   25    male       7          2       heterosexual    1.78   86.18   \n",
+       "166422   25  female       1          2       heterosexual    1.91   45.36   \n",
+       "166423   35  female       5          4       heterosexual    1.60   68.04   \n",
+       "166424   35    male       7          2       heterosexual    1.75   86.18   \n",
+       "\n",
+       "        health  no_doctor  exercise  sleep  \n",
+       "0            2       True      True      7  \n",
+       "1            3      False     False      8  \n",
+       "2            4       True      True      7  \n",
+       "3            5      False      True      8  \n",
+       "4            4      False      True      8  \n",
+       "...        ...        ...       ...    ...  \n",
+       "166420       1      False     False      6  \n",
+       "166421       4      False      True      6  \n",
+       "166422       1      False     False      8  \n",
+       "166423       4       True      True      6  \n",
+       "166424       3      False     False      8  \n",
+       "\n",
+       "[166425 rows x 11 columns]"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "# Your code here"
+    "people"
    ]
   },
   {
@@ -174,10 +687,27 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 7,
    "id": "9afca362-9edc-423c-981b-dc42107d5de0",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "1    166\n",
+       "5    165\n",
+       "3    160\n",
+       "4    121\n",
+       "2    106\n",
+       "6     82\n",
+       "Name: generation, dtype: int64"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "pokemon.generation.value_counts()"
    ]
@@ -192,10 +722,25 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 8,
    "id": "5fe580d0-5939-4152-9f8c-4c32d35a4479",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "hp         69.25875\n",
+       "attack     79.00125\n",
+       "defense    73.84250\n",
+       "speed      68.27750\n",
+       "dtype: float64"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "pokemon[[\"hp\", \"attack\", \"defense\", \"speed\"]].mean()"
    ]
@@ -210,10 +755,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 9,
    "id": "dc69ef53-70cd-4ae0-80e7-c9c8e28de76f",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "0.08125"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "pokemon.legendary.mean()"
    ]
@@ -238,12 +794,29 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 11,
    "id": "8fbcc766-8399-4f93-a6c8-e0607250a72a",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "65    55973\n",
+       "55    34345\n",
+       "45    26240\n",
+       "35    22555\n",
+       "25    18118\n",
+       "18     9194\n",
+       "Name: age, dtype: int64"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "# Your code here"
+    "people.age.value_counts()\n"
    ]
   },
   {
@@ -256,12 +829,25 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 12,
    "id": "b7f910c8-3d40-49ae-b270-678734c04100",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "height     1.705082\n",
+       "weight    83.053588\n",
+       "dtype: float64"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "# Your code here"
+    "people[[\"height\", \"weight\"]].mean()\n"
    ]
   },
   {
@@ -274,12 +860,23 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 13,
    "id": "f3891188-a85f-4089-8388-d4d81c7438ad",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "0.7858014120474688"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "# Your code here"
+    "people.exercise.mean()\n"
    ]
   },
   {
@@ -297,10 +894,251 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 14,
    "id": "12c0c6c9-c07b-4183-82f6-5e346c74aac9",
    "metadata": {},
-   "outputs": [],
+   "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>name</th>\n",
+       "      <th>type</th>\n",
+       "      <th>subtype</th>\n",
+       "      <th>total</th>\n",
+       "      <th>hp</th>\n",
+       "      <th>attack</th>\n",
+       "      <th>defense</th>\n",
+       "      <th>special_attack</th>\n",
+       "      <th>special_defense</th>\n",
+       "      <th>speed</th>\n",
+       "      <th>generation</th>\n",
+       "      <th>legendary</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>156</th>\n",
+       "      <td>Articuno</td>\n",
+       "      <td>Ice</td>\n",
+       "      <td>Flying</td>\n",
+       "      <td>580</td>\n",
+       "      <td>90</td>\n",
+       "      <td>85</td>\n",
+       "      <td>100</td>\n",
+       "      <td>95</td>\n",
+       "      <td>125</td>\n",
+       "      <td>85</td>\n",
+       "      <td>1</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>157</th>\n",
+       "      <td>Zapdos</td>\n",
+       "      <td>Electric</td>\n",
+       "      <td>Flying</td>\n",
+       "      <td>580</td>\n",
+       "      <td>90</td>\n",
+       "      <td>90</td>\n",
+       "      <td>85</td>\n",
+       "      <td>125</td>\n",
+       "      <td>90</td>\n",
+       "      <td>100</td>\n",
+       "      <td>1</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>158</th>\n",
+       "      <td>Moltres</td>\n",
+       "      <td>Fire</td>\n",
+       "      <td>Flying</td>\n",
+       "      <td>580</td>\n",
+       "      <td>90</td>\n",
+       "      <td>100</td>\n",
+       "      <td>90</td>\n",
+       "      <td>125</td>\n",
+       "      <td>85</td>\n",
+       "      <td>90</td>\n",
+       "      <td>1</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>162</th>\n",
+       "      <td>Mewtwo</td>\n",
+       "      <td>Psychic</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>680</td>\n",
+       "      <td>106</td>\n",
+       "      <td>110</td>\n",
+       "      <td>90</td>\n",
+       "      <td>154</td>\n",
+       "      <td>90</td>\n",
+       "      <td>130</td>\n",
+       "      <td>1</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>163</th>\n",
+       "      <td>MewtwoMega Mewtwo X</td>\n",
+       "      <td>Psychic</td>\n",
+       "      <td>Fighting</td>\n",
+       "      <td>780</td>\n",
+       "      <td>106</td>\n",
+       "      <td>190</td>\n",
+       "      <td>100</td>\n",
+       "      <td>154</td>\n",
+       "      <td>100</td>\n",
+       "      <td>130</td>\n",
+       "      <td>1</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>795</th>\n",
+       "      <td>Diancie</td>\n",
+       "      <td>Rock</td>\n",
+       "      <td>Fairy</td>\n",
+       "      <td>600</td>\n",
+       "      <td>50</td>\n",
+       "      <td>100</td>\n",
+       "      <td>150</td>\n",
+       "      <td>100</td>\n",
+       "      <td>150</td>\n",
+       "      <td>50</td>\n",
+       "      <td>6</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>796</th>\n",
+       "      <td>DiancieMega Diancie</td>\n",
+       "      <td>Rock</td>\n",
+       "      <td>Fairy</td>\n",
+       "      <td>700</td>\n",
+       "      <td>50</td>\n",
+       "      <td>160</td>\n",
+       "      <td>110</td>\n",
+       "      <td>160</td>\n",
+       "      <td>110</td>\n",
+       "      <td>110</td>\n",
+       "      <td>6</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>797</th>\n",
+       "      <td>HoopaHoopa Confined</td>\n",
+       "      <td>Psychic</td>\n",
+       "      <td>Ghost</td>\n",
+       "      <td>600</td>\n",
+       "      <td>80</td>\n",
+       "      <td>110</td>\n",
+       "      <td>60</td>\n",
+       "      <td>150</td>\n",
+       "      <td>130</td>\n",
+       "      <td>70</td>\n",
+       "      <td>6</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>798</th>\n",
+       "      <td>HoopaHoopa Unbound</td>\n",
+       "      <td>Psychic</td>\n",
+       "      <td>Dark</td>\n",
+       "      <td>680</td>\n",
+       "      <td>80</td>\n",
+       "      <td>160</td>\n",
+       "      <td>60</td>\n",
+       "      <td>170</td>\n",
+       "      <td>130</td>\n",
+       "      <td>80</td>\n",
+       "      <td>6</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>799</th>\n",
+       "      <td>Volcanion</td>\n",
+       "      <td>Fire</td>\n",
+       "      <td>Water</td>\n",
+       "      <td>600</td>\n",
+       "      <td>80</td>\n",
+       "      <td>110</td>\n",
+       "      <td>120</td>\n",
+       "      <td>130</td>\n",
+       "      <td>90</td>\n",
+       "      <td>70</td>\n",
+       "      <td>6</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>65 rows × 12 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                    name      type   subtype  total   hp  attack  defense  \\\n",
+       "156             Articuno       Ice    Flying    580   90      85      100   \n",
+       "157               Zapdos  Electric    Flying    580   90      90       85   \n",
+       "158              Moltres      Fire    Flying    580   90     100       90   \n",
+       "162               Mewtwo   Psychic       NaN    680  106     110       90   \n",
+       "163  MewtwoMega Mewtwo X   Psychic  Fighting    780  106     190      100   \n",
+       "..                   ...       ...       ...    ...  ...     ...      ...   \n",
+       "795              Diancie      Rock     Fairy    600   50     100      150   \n",
+       "796  DiancieMega Diancie      Rock     Fairy    700   50     160      110   \n",
+       "797  HoopaHoopa Confined   Psychic     Ghost    600   80     110       60   \n",
+       "798   HoopaHoopa Unbound   Psychic      Dark    680   80     160       60   \n",
+       "799            Volcanion      Fire     Water    600   80     110      120   \n",
+       "\n",
+       "     special_attack  special_defense  speed  generation  legendary  \n",
+       "156              95              125     85           1       True  \n",
+       "157             125               90    100           1       True  \n",
+       "158             125               85     90           1       True  \n",
+       "162             154               90    130           1       True  \n",
+       "163             154              100    130           1       True  \n",
+       "..              ...              ...    ...         ...        ...  \n",
+       "795             100              150     50           6       True  \n",
+       "796             160              110    110           6       True  \n",
+       "797             150              130     70           6       True  \n",
+       "798             170              130     80           6       True  \n",
+       "799             130               90     70           6       True  \n",
+       "\n",
+       "[65 rows x 12 columns]"
+      ]
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "legendary = pokemon[pokemon.legendary]\n",
     "legendary"
@@ -316,12 +1154,34 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 17,
    "id": "5d089acf-7b76-4f91-8803-42a4a9a11e3e",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "0      False\n",
+       "1      False\n",
+       "2      False\n",
+       "3      False\n",
+       "4      False\n",
+       "       ...  \n",
+       "795    False\n",
+       "796    False\n",
+       "797    False\n",
+       "798    False\n",
+       "799    False\n",
+       "Name: type, Length: 800, dtype: bool"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "pokemon.type == \"Ice\""
+    "pokemon.type == \"Ice\"\n"
    ]
   },
   {
@@ -334,10 +1194,469 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 16,
    "id": "510fa0fc-2b38-4725-9bbf-ec57d62792be",
    "metadata": {},
-   "outputs": [],
+   "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>name</th>\n",
+       "      <th>type</th>\n",
+       "      <th>subtype</th>\n",
+       "      <th>total</th>\n",
+       "      <th>hp</th>\n",
+       "      <th>attack</th>\n",
+       "      <th>defense</th>\n",
+       "      <th>special_attack</th>\n",
+       "      <th>special_defense</th>\n",
+       "      <th>speed</th>\n",
+       "      <th>generation</th>\n",
+       "      <th>legendary</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>133</th>\n",
+       "      <td>Jynx</td>\n",
+       "      <td>Ice</td>\n",
+       "      <td>Psychic</td>\n",
+       "      <td>455</td>\n",
+       "      <td>65</td>\n",
+       "      <td>50</td>\n",
+       "      <td>35</td>\n",
+       "      <td>115</td>\n",
+       "      <td>95</td>\n",
+       "      <td>95</td>\n",
+       "      <td>1</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156</th>\n",
+       "      <td>Articuno</td>\n",
+       "      <td>Ice</td>\n",
+       "      <td>Flying</td>\n",
+       "      <td>580</td>\n",
+       "      <td>90</td>\n",
+       "      <td>85</td>\n",
+       "      <td>100</td>\n",
+       "      <td>95</td>\n",
+       "      <td>125</td>\n",
+       "      <td>85</td>\n",
+       "      <td>1</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>238</th>\n",
+       "      <td>Swinub</td>\n",
+       "      <td>Ice</td>\n",
+       "      <td>Ground</td>\n",
+       "      <td>250</td>\n",
+       "      <td>50</td>\n",
+       "      <td>50</td>\n",
+       "      <td>40</td>\n",
+       "      <td>30</td>\n",
+       "      <td>30</td>\n",
+       "      <td>50</td>\n",
+       "      <td>2</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>239</th>\n",
+       "      <td>Piloswine</td>\n",
+       "      <td>Ice</td>\n",
+       "      <td>Ground</td>\n",
+       "      <td>450</td>\n",
+       "      <td>100</td>\n",
+       "      <td>100</td>\n",
+       "      <td>80</td>\n",
+       "      <td>60</td>\n",
+       "      <td>60</td>\n",
+       "      <td>50</td>\n",
+       "      <td>2</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>243</th>\n",
+       "      <td>Delibird</td>\n",
+       "      <td>Ice</td>\n",
+       "      <td>Flying</td>\n",
+       "      <td>330</td>\n",
+       "      <td>45</td>\n",
+       "      <td>55</td>\n",
+       "      <td>45</td>\n",
+       "      <td>65</td>\n",
+       "      <td>45</td>\n",
+       "      <td>75</td>\n",
+       "      <td>2</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>257</th>\n",
+       "      <td>Smoochum</td>\n",
+       "      <td>Ice</td>\n",
+       "      <td>Psychic</td>\n",
+       "      <td>305</td>\n",
+       "      <td>45</td>\n",
+       "      <td>30</td>\n",
+       "      <td>15</td>\n",
+       "      <td>85</td>\n",
+       "      <td>65</td>\n",
+       "      <td>65</td>\n",
+       "      <td>2</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>395</th>\n",
+       "      <td>Snorunt</td>\n",
+       "      <td>Ice</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>300</td>\n",
+       "      <td>50</td>\n",
+       "      <td>50</td>\n",
+       "      <td>50</td>\n",
+       "      <td>50</td>\n",
+       "      <td>50</td>\n",
+       "      <td>50</td>\n",
+       "      <td>3</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>396</th>\n",
+       "      <td>Glalie</td>\n",
+       "      <td>Ice</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>480</td>\n",
+       "      <td>80</td>\n",
+       "      <td>80</td>\n",
+       "      <td>80</td>\n",
+       "      <td>80</td>\n",
+       "      <td>80</td>\n",
+       "      <td>80</td>\n",
+       "      <td>3</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>397</th>\n",
+       "      <td>GlalieMega Glalie</td>\n",
+       "      <td>Ice</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>580</td>\n",
+       "      <td>80</td>\n",
+       "      <td>120</td>\n",
+       "      <td>80</td>\n",
+       "      <td>120</td>\n",
+       "      <td>80</td>\n",
+       "      <td>100</td>\n",
+       "      <td>3</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>398</th>\n",
+       "      <td>Spheal</td>\n",
+       "      <td>Ice</td>\n",
+       "      <td>Water</td>\n",
+       "      <td>290</td>\n",
+       "      <td>70</td>\n",
+       "      <td>40</td>\n",
+       "      <td>50</td>\n",
+       "      <td>55</td>\n",
+       "      <td>50</td>\n",
+       "      <td>25</td>\n",
+       "      <td>3</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>399</th>\n",
+       "      <td>Sealeo</td>\n",
+       "      <td>Ice</td>\n",
+       "      <td>Water</td>\n",
+       "      <td>410</td>\n",
+       "      <td>90</td>\n",
+       "      <td>60</td>\n",
+       "      <td>70</td>\n",
+       "      <td>75</td>\n",
+       "      <td>70</td>\n",
+       "      <td>45</td>\n",
+       "      <td>3</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>400</th>\n",
+       "      <td>Walrein</td>\n",
+       "      <td>Ice</td>\n",
+       "      <td>Water</td>\n",
+       "      <td>530</td>\n",
+       "      <td>110</td>\n",
+       "      <td>80</td>\n",
+       "      <td>90</td>\n",
+       "      <td>95</td>\n",
+       "      <td>90</td>\n",
+       "      <td>65</td>\n",
+       "      <td>3</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>415</th>\n",
+       "      <td>Regice</td>\n",
+       "      <td>Ice</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>580</td>\n",
+       "      <td>80</td>\n",
+       "      <td>50</td>\n",
+       "      <td>100</td>\n",
+       "      <td>100</td>\n",
+       "      <td>200</td>\n",
+       "      <td>50</td>\n",
+       "      <td>3</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>522</th>\n",
+       "      <td>Glaceon</td>\n",
+       "      <td>Ice</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>525</td>\n",
+       "      <td>65</td>\n",
+       "      <td>60</td>\n",
+       "      <td>110</td>\n",
+       "      <td>130</td>\n",
+       "      <td>95</td>\n",
+       "      <td>65</td>\n",
+       "      <td>4</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>524</th>\n",
+       "      <td>Mamoswine</td>\n",
+       "      <td>Ice</td>\n",
+       "      <td>Ground</td>\n",
+       "      <td>530</td>\n",
+       "      <td>110</td>\n",
+       "      <td>130</td>\n",
+       "      <td>80</td>\n",
+       "      <td>70</td>\n",
+       "      <td>60</td>\n",
+       "      <td>80</td>\n",
+       "      <td>4</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>530</th>\n",
+       "      <td>Froslass</td>\n",
+       "      <td>Ice</td>\n",
+       "      <td>Ghost</td>\n",
+       "      <td>480</td>\n",
+       "      <td>70</td>\n",
+       "      <td>80</td>\n",
+       "      <td>70</td>\n",
+       "      <td>80</td>\n",
+       "      <td>70</td>\n",
+       "      <td>110</td>\n",
+       "      <td>4</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>643</th>\n",
+       "      <td>Vanillite</td>\n",
+       "      <td>Ice</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>305</td>\n",
+       "      <td>36</td>\n",
+       "      <td>50</td>\n",
+       "      <td>50</td>\n",
+       "      <td>65</td>\n",
+       "      <td>60</td>\n",
+       "      <td>44</td>\n",
+       "      <td>5</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>644</th>\n",
+       "      <td>Vanillish</td>\n",
+       "      <td>Ice</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>395</td>\n",
+       "      <td>51</td>\n",
+       "      <td>65</td>\n",
+       "      <td>65</td>\n",
+       "      <td>80</td>\n",
+       "      <td>75</td>\n",
+       "      <td>59</td>\n",
+       "      <td>5</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>645</th>\n",
+       "      <td>Vanilluxe</td>\n",
+       "      <td>Ice</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>535</td>\n",
+       "      <td>71</td>\n",
+       "      <td>95</td>\n",
+       "      <td>85</td>\n",
+       "      <td>110</td>\n",
+       "      <td>95</td>\n",
+       "      <td>79</td>\n",
+       "      <td>5</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>674</th>\n",
+       "      <td>Cubchoo</td>\n",
+       "      <td>Ice</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>305</td>\n",
+       "      <td>55</td>\n",
+       "      <td>70</td>\n",
+       "      <td>40</td>\n",
+       "      <td>60</td>\n",
+       "      <td>40</td>\n",
+       "      <td>40</td>\n",
+       "      <td>5</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>675</th>\n",
+       "      <td>Beartic</td>\n",
+       "      <td>Ice</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>485</td>\n",
+       "      <td>95</td>\n",
+       "      <td>110</td>\n",
+       "      <td>80</td>\n",
+       "      <td>70</td>\n",
+       "      <td>80</td>\n",
+       "      <td>50</td>\n",
+       "      <td>5</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>676</th>\n",
+       "      <td>Cryogonal</td>\n",
+       "      <td>Ice</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>485</td>\n",
+       "      <td>70</td>\n",
+       "      <td>50</td>\n",
+       "      <td>30</td>\n",
+       "      <td>95</td>\n",
+       "      <td>135</td>\n",
+       "      <td>105</td>\n",
+       "      <td>5</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>788</th>\n",
+       "      <td>Bergmite</td>\n",
+       "      <td>Ice</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>304</td>\n",
+       "      <td>55</td>\n",
+       "      <td>69</td>\n",
+       "      <td>85</td>\n",
+       "      <td>32</td>\n",
+       "      <td>35</td>\n",
+       "      <td>28</td>\n",
+       "      <td>6</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>789</th>\n",
+       "      <td>Avalugg</td>\n",
+       "      <td>Ice</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>514</td>\n",
+       "      <td>95</td>\n",
+       "      <td>117</td>\n",
+       "      <td>184</td>\n",
+       "      <td>44</td>\n",
+       "      <td>46</td>\n",
+       "      <td>28</td>\n",
+       "      <td>6</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                  name type  subtype  total   hp  attack  defense  \\\n",
+       "133               Jynx  Ice  Psychic    455   65      50       35   \n",
+       "156           Articuno  Ice   Flying    580   90      85      100   \n",
+       "238             Swinub  Ice   Ground    250   50      50       40   \n",
+       "239          Piloswine  Ice   Ground    450  100     100       80   \n",
+       "243           Delibird  Ice   Flying    330   45      55       45   \n",
+       "257           Smoochum  Ice  Psychic    305   45      30       15   \n",
+       "395            Snorunt  Ice      NaN    300   50      50       50   \n",
+       "396             Glalie  Ice      NaN    480   80      80       80   \n",
+       "397  GlalieMega Glalie  Ice      NaN    580   80     120       80   \n",
+       "398             Spheal  Ice    Water    290   70      40       50   \n",
+       "399             Sealeo  Ice    Water    410   90      60       70   \n",
+       "400            Walrein  Ice    Water    530  110      80       90   \n",
+       "415             Regice  Ice      NaN    580   80      50      100   \n",
+       "522            Glaceon  Ice      NaN    525   65      60      110   \n",
+       "524          Mamoswine  Ice   Ground    530  110     130       80   \n",
+       "530           Froslass  Ice    Ghost    480   70      80       70   \n",
+       "643          Vanillite  Ice      NaN    305   36      50       50   \n",
+       "644          Vanillish  Ice      NaN    395   51      65       65   \n",
+       "645          Vanilluxe  Ice      NaN    535   71      95       85   \n",
+       "674            Cubchoo  Ice      NaN    305   55      70       40   \n",
+       "675            Beartic  Ice      NaN    485   95     110       80   \n",
+       "676          Cryogonal  Ice      NaN    485   70      50       30   \n",
+       "788           Bergmite  Ice      NaN    304   55      69       85   \n",
+       "789            Avalugg  Ice      NaN    514   95     117      184   \n",
+       "\n",
+       "     special_attack  special_defense  speed  generation  legendary  \n",
+       "133             115               95     95           1      False  \n",
+       "156              95              125     85           1       True  \n",
+       "238              30               30     50           2      False  \n",
+       "239              60               60     50           2      False  \n",
+       "243              65               45     75           2      False  \n",
+       "257              85               65     65           2      False  \n",
+       "395              50               50     50           3      False  \n",
+       "396              80               80     80           3      False  \n",
+       "397             120               80    100           3      False  \n",
+       "398              55               50     25           3      False  \n",
+       "399              75               70     45           3      False  \n",
+       "400              95               90     65           3      False  \n",
+       "415             100              200     50           3       True  \n",
+       "522             130               95     65           4      False  \n",
+       "524              70               60     80           4      False  \n",
+       "530              80               70    110           4      False  \n",
+       "643              65               60     44           5      False  \n",
+       "644              80               75     59           5      False  \n",
+       "645             110               95     79           5      False  \n",
+       "674              60               40     40           5      False  \n",
+       "675              70               80     50           5      False  \n",
+       "676              95              135    105           5      False  \n",
+       "788              32               35     28           6      False  \n",
+       "789              44               46     28           6      False  "
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "ice = pokemon[pokemon.type == \"Ice\"]\n",
     "ice"
@@ -353,10 +1672,180 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 41,
    "id": "05d4c5c2-c6b4-4795-9799-c884b15445a1",
    "metadata": {},
-   "outputs": [],
+   "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>name</th>\n",
+       "      <th>type</th>\n",
+       "      <th>subtype</th>\n",
+       "      <th>total</th>\n",
+       "      <th>hp</th>\n",
+       "      <th>attack</th>\n",
+       "      <th>defense</th>\n",
+       "      <th>special_attack</th>\n",
+       "      <th>special_defense</th>\n",
+       "      <th>speed</th>\n",
+       "      <th>generation</th>\n",
+       "      <th>legendary</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>133</th>\n",
+       "      <td>Jynx</td>\n",
+       "      <td>Ice</td>\n",
+       "      <td>Psychic</td>\n",
+       "      <td>455</td>\n",
+       "      <td>65</td>\n",
+       "      <td>50</td>\n",
+       "      <td>35</td>\n",
+       "      <td>115</td>\n",
+       "      <td>95</td>\n",
+       "      <td>95</td>\n",
+       "      <td>1</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>156</th>\n",
+       "      <td>Articuno</td>\n",
+       "      <td>Ice</td>\n",
+       "      <td>Flying</td>\n",
+       "      <td>580</td>\n",
+       "      <td>90</td>\n",
+       "      <td>85</td>\n",
+       "      <td>100</td>\n",
+       "      <td>95</td>\n",
+       "      <td>125</td>\n",
+       "      <td>85</td>\n",
+       "      <td>1</td>\n",
+       "      <td>True</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>396</th>\n",
+       "      <td>Glalie</td>\n",
+       "      <td>Ice</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>480</td>\n",
+       "      <td>80</td>\n",
+       "      <td>80</td>\n",
+       "      <td>80</td>\n",
+       "      <td>80</td>\n",
+       "      <td>80</td>\n",
+       "      <td>80</td>\n",
+       "      <td>3</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>397</th>\n",
+       "      <td>GlalieMega Glalie</td>\n",
+       "      <td>Ice</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>580</td>\n",
+       "      <td>80</td>\n",
+       "      <td>120</td>\n",
+       "      <td>80</td>\n",
+       "      <td>120</td>\n",
+       "      <td>80</td>\n",
+       "      <td>100</td>\n",
+       "      <td>3</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>524</th>\n",
+       "      <td>Mamoswine</td>\n",
+       "      <td>Ice</td>\n",
+       "      <td>Ground</td>\n",
+       "      <td>530</td>\n",
+       "      <td>110</td>\n",
+       "      <td>130</td>\n",
+       "      <td>80</td>\n",
+       "      <td>70</td>\n",
+       "      <td>60</td>\n",
+       "      <td>80</td>\n",
+       "      <td>4</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>530</th>\n",
+       "      <td>Froslass</td>\n",
+       "      <td>Ice</td>\n",
+       "      <td>Ghost</td>\n",
+       "      <td>480</td>\n",
+       "      <td>70</td>\n",
+       "      <td>80</td>\n",
+       "      <td>70</td>\n",
+       "      <td>80</td>\n",
+       "      <td>70</td>\n",
+       "      <td>110</td>\n",
+       "      <td>4</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>676</th>\n",
+       "      <td>Cryogonal</td>\n",
+       "      <td>Ice</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>485</td>\n",
+       "      <td>70</td>\n",
+       "      <td>50</td>\n",
+       "      <td>30</td>\n",
+       "      <td>95</td>\n",
+       "      <td>135</td>\n",
+       "      <td>105</td>\n",
+       "      <td>5</td>\n",
+       "      <td>False</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                  name type  subtype  total   hp  attack  defense  \\\n",
+       "133               Jynx  Ice  Psychic    455   65      50       35   \n",
+       "156           Articuno  Ice   Flying    580   90      85      100   \n",
+       "396             Glalie  Ice      NaN    480   80      80       80   \n",
+       "397  GlalieMega Glalie  Ice      NaN    580   80     120       80   \n",
+       "524          Mamoswine  Ice   Ground    530  110     130       80   \n",
+       "530           Froslass  Ice    Ghost    480   70      80       70   \n",
+       "676          Cryogonal  Ice      NaN    485   70      50       30   \n",
+       "\n",
+       "     special_attack  special_defense  speed  generation  legendary  \n",
+       "133             115               95     95           1      False  \n",
+       "156              95              125     85           1       True  \n",
+       "396              80               80     80           3      False  \n",
+       "397             120               80    100           3      False  \n",
+       "524              70               60     80           4      False  \n",
+       "530              80               70    110           4      False  \n",
+       "676              95              135    105           5      False  "
+      ]
+     },
+     "execution_count": 41,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "high_speed_ice = pokemon[(pokemon.type == \"Ice\") & (pokemon.speed >= 80)]\n",
     "high_speed_ice"
@@ -382,12 +1871,242 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 15,
    "id": "198cb0c6-3f43-43c2-9eee-3939c12ea537",
    "metadata": {},
-   "outputs": [],
+   "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>age</th>\n",
+       "      <th>sex</th>\n",
+       "      <th>income</th>\n",
+       "      <th>education</th>\n",
+       "      <th>sexual_orientation</th>\n",
+       "      <th>height</th>\n",
+       "      <th>weight</th>\n",
+       "      <th>health</th>\n",
+       "      <th>no_doctor</th>\n",
+       "      <th>exercise</th>\n",
+       "      <th>sleep</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>55</td>\n",
+       "      <td>female</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>other</td>\n",
+       "      <td>1.55</td>\n",
+       "      <td>83.01</td>\n",
+       "      <td>2</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>7</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>35</td>\n",
+       "      <td>female</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>heterosexual</td>\n",
+       "      <td>1.65</td>\n",
+       "      <td>77.11</td>\n",
+       "      <td>4</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>7</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24</th>\n",
+       "      <td>35</td>\n",
+       "      <td>male</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>heterosexual</td>\n",
+       "      <td>1.73</td>\n",
+       "      <td>94.35</td>\n",
+       "      <td>4</td>\n",
+       "      <td>True</td>\n",
+       "      <td>False</td>\n",
+       "      <td>8</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50</th>\n",
+       "      <td>35</td>\n",
+       "      <td>female</td>\n",
+       "      <td>4</td>\n",
+       "      <td>2</td>\n",
+       "      <td>heterosexual</td>\n",
+       "      <td>1.78</td>\n",
+       "      <td>81.65</td>\n",
+       "      <td>4</td>\n",
+       "      <td>True</td>\n",
+       "      <td>False</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>66</th>\n",
+       "      <td>45</td>\n",
+       "      <td>female</td>\n",
+       "      <td>6</td>\n",
+       "      <td>4</td>\n",
+       "      <td>heterosexual</td>\n",
+       "      <td>1.57</td>\n",
+       "      <td>72.57</td>\n",
+       "      <td>4</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>7</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166407</th>\n",
+       "      <td>18</td>\n",
+       "      <td>male</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>heterosexual</td>\n",
+       "      <td>1.68</td>\n",
+       "      <td>68.04</td>\n",
+       "      <td>3</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>8</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166409</th>\n",
+       "      <td>25</td>\n",
+       "      <td>male</td>\n",
+       "      <td>6</td>\n",
+       "      <td>2</td>\n",
+       "      <td>heterosexual</td>\n",
+       "      <td>1.57</td>\n",
+       "      <td>58.51</td>\n",
+       "      <td>4</td>\n",
+       "      <td>True</td>\n",
+       "      <td>False</td>\n",
+       "      <td>7</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166414</th>\n",
+       "      <td>55</td>\n",
+       "      <td>female</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3</td>\n",
+       "      <td>heterosexual</td>\n",
+       "      <td>1.63</td>\n",
+       "      <td>88.45</td>\n",
+       "      <td>3</td>\n",
+       "      <td>True</td>\n",
+       "      <td>False</td>\n",
+       "      <td>6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166416</th>\n",
+       "      <td>65</td>\n",
+       "      <td>female</td>\n",
+       "      <td>5</td>\n",
+       "      <td>2</td>\n",
+       "      <td>heterosexual</td>\n",
+       "      <td>1.50</td>\n",
+       "      <td>55.34</td>\n",
+       "      <td>3</td>\n",
+       "      <td>True</td>\n",
+       "      <td>False</td>\n",
+       "      <td>6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166423</th>\n",
+       "      <td>35</td>\n",
+       "      <td>female</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>heterosexual</td>\n",
+       "      <td>1.60</td>\n",
+       "      <td>68.04</td>\n",
+       "      <td>4</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>6</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>13784 rows × 11 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "        age     sex  income  education sexual_orientation  height  weight  \\\n",
+       "0        55  female       5          2              other    1.55   83.01   \n",
+       "2        35  female       8          4       heterosexual    1.65   77.11   \n",
+       "24       35    male       8          3       heterosexual    1.73   94.35   \n",
+       "50       35  female       4          2       heterosexual    1.78   81.65   \n",
+       "66       45  female       6          4       heterosexual    1.57   72.57   \n",
+       "...     ...     ...     ...        ...                ...     ...     ...   \n",
+       "166407   18    male       5          2       heterosexual    1.68   68.04   \n",
+       "166409   25    male       6          2       heterosexual    1.57   58.51   \n",
+       "166414   55  female       8          3       heterosexual    1.63   88.45   \n",
+       "166416   65  female       5          2       heterosexual    1.50   55.34   \n",
+       "166423   35  female       5          4       heterosexual    1.60   68.04   \n",
+       "\n",
+       "        health  no_doctor  exercise  sleep  \n",
+       "0            2       True      True      7  \n",
+       "2            4       True      True      7  \n",
+       "24           4       True     False      8  \n",
+       "50           4       True     False     10  \n",
+       "66           4       True      True      7  \n",
+       "...        ...        ...       ...    ...  \n",
+       "166407       3       True      True      8  \n",
+       "166409       4       True     False      7  \n",
+       "166414       3       True     False      6  \n",
+       "166416       3       True     False      6  \n",
+       "166423       4       True      True      6  \n",
+       "\n",
+       "[13784 rows x 11 columns]"
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "# YOUR CODE HERE"
+    "no_doctor = people[people.no_doctor]\n",
+    "no_doctor\n"
    ]
   },
   {
@@ -408,12 +2127,242 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 46,
    "id": "8a8c1ad6-4c1e-4996-ab5e-5212dadb1851",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
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+       "\n",
+       "    .dataframe tbody tr th {\n",
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+       "\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>age</th>\n",
+       "      <th>sex</th>\n",
+       "      <th>income</th>\n",
+       "      <th>education</th>\n",
+       "      <th>sexual_orientation</th>\n",
+       "      <th>height</th>\n",
+       "      <th>weight</th>\n",
+       "      <th>health</th>\n",
+       "      <th>no_doctor</th>\n",
+       "      <th>exercise</th>\n",
+       "      <th>sleep</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>65</td>\n",
+       "      <td>female</td>\n",
+       "      <td>8</td>\n",
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+       "    <tr>\n",
+       "      <th>2</th>\n",
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+       "      <td>True</td>\n",
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+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
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+       "      <td>5</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "      <td>8</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>55</td>\n",
+       "      <td>female</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>heterosexual</td>\n",
+       "      <td>1.80</td>\n",
+       "      <td>76.66</td>\n",
+       "      <td>4</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "      <td>8</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>55</td>\n",
+       "      <td>male</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>heterosexual</td>\n",
+       "      <td>1.80</td>\n",
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+       "      <td>5</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "      <td>7</td>\n",
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+       "      <th>...</th>\n",
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+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166418</th>\n",
+       "      <td>55</td>\n",
+       "      <td>male</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>heterosexual</td>\n",
+       "      <td>1.57</td>\n",
+       "      <td>63.50</td>\n",
+       "      <td>3</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "      <td>8</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166419</th>\n",
+       "      <td>45</td>\n",
+       "      <td>female</td>\n",
+       "      <td>8</td>\n",
+       "      <td>2</td>\n",
+       "      <td>heterosexual</td>\n",
+       "      <td>1.52</td>\n",
+       "      <td>68.04</td>\n",
+       "      <td>3</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "      <td>7</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166421</th>\n",
+       "      <td>25</td>\n",
+       "      <td>male</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>heterosexual</td>\n",
+       "      <td>1.78</td>\n",
+       "      <td>86.18</td>\n",
+       "      <td>4</td>\n",
+       "      <td>False</td>\n",
+       "      <td>True</td>\n",
+       "      <td>6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166423</th>\n",
+       "      <td>35</td>\n",
+       "      <td>female</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>heterosexual</td>\n",
+       "      <td>1.60</td>\n",
+       "      <td>68.04</td>\n",
+       "      <td>4</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166424</th>\n",
+       "      <td>35</td>\n",
+       "      <td>male</td>\n",
+       "      <td>7</td>\n",
+       "      <td>2</td>\n",
+       "      <td>heterosexual</td>\n",
+       "      <td>1.75</td>\n",
+       "      <td>86.18</td>\n",
+       "      <td>3</td>\n",
+       "      <td>False</td>\n",
+       "      <td>False</td>\n",
+       "      <td>8</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>142249 rows × 11 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "        age     sex  income  education sexual_orientation  height  weight  \\\n",
+       "1        65  female       8          1       heterosexual    1.65   78.02   \n",
+       "2        35  female       8          4       heterosexual    1.65   77.11   \n",
+       "3        55    male       8          4       heterosexual    1.83   81.65   \n",
+       "4        55  female       8          4       heterosexual    1.80   76.66   \n",
+       "5        55    male       8          4       heterosexual    1.80   74.84   \n",
+       "...     ...     ...     ...        ...                ...     ...     ...   \n",
+       "166418   55    male       7          2       heterosexual    1.57   63.50   \n",
+       "166419   45  female       8          2       heterosexual    1.52   68.04   \n",
+       "166421   25    male       7          2       heterosexual    1.78   86.18   \n",
+       "166423   35  female       5          4       heterosexual    1.60   68.04   \n",
+       "166424   35    male       7          2       heterosexual    1.75   86.18   \n",
+       "\n",
+       "        health  no_doctor  exercise  sleep  \n",
+       "1            3      False     False      8  \n",
+       "2            4       True      True      7  \n",
+       "3            5      False      True      8  \n",
+       "4            4      False      True      8  \n",
+       "5            5      False      True      7  \n",
+       "...        ...        ...       ...    ...  \n",
+       "166418       3      False      True      8  \n",
+       "166419       3      False      True      7  \n",
+       "166421       4      False      True      6  \n",
+       "166423       4       True      True      6  \n",
+       "166424       3      False     False      8  \n",
+       "\n",
+       "[142249 rows x 11 columns]"
+      ]
+     },
+     "execution_count": 46,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "# YOUR CODE HERE"
+    "health = people[people['health'] >= 3]\n",
+    "health"
    ]
   },
   {
@@ -433,12 +2382,242 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 50,
    "id": "315682ae-7d54-4d78-9a63-d23c83ba1576",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
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+       "\n",
+       "    .dataframe tbody tr th {\n",
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+       "    .dataframe thead th {\n",
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+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>age</th>\n",
+       "      <th>sex</th>\n",
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+       "      <th>height</th>\n",
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+       "      <th>health</th>\n",
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+       "      <th>exercise</th>\n",
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+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
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+       "    <tr>\n",
+       "      <th>135</th>\n",
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+       "      <td>True</td>\n",
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+       "    <tr>\n",
+       "      <th>146</th>\n",
+       "      <td>65</td>\n",
+       "      <td>female</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>heterosexual</td>\n",
+       "      <td>1.55</td>\n",
+       "      <td>72.57</td>\n",
+       "      <td>5</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>7</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>259</th>\n",
+       "      <td>65</td>\n",
+       "      <td>female</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
+       "      <td>heterosexual</td>\n",
+       "      <td>1.57</td>\n",
+       "      <td>56.70</td>\n",
+       "      <td>3</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166121</th>\n",
+       "      <td>35</td>\n",
+       "      <td>female</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>heterosexual</td>\n",
+       "      <td>1.65</td>\n",
+       "      <td>136.08</td>\n",
+       "      <td>4</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166219</th>\n",
+       "      <td>55</td>\n",
+       "      <td>female</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>other</td>\n",
+       "      <td>1.52</td>\n",
+       "      <td>59.87</td>\n",
+       "      <td>3</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166272</th>\n",
+       "      <td>25</td>\n",
+       "      <td>female</td>\n",
+       "      <td>8</td>\n",
+       "      <td>4</td>\n",
+       "      <td>heterosexual</td>\n",
+       "      <td>1.52</td>\n",
+       "      <td>98.88</td>\n",
+       "      <td>3</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>8</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166381</th>\n",
+       "      <td>45</td>\n",
+       "      <td>female</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>heterosexual</td>\n",
+       "      <td>1.52</td>\n",
+       "      <td>49.90</td>\n",
+       "      <td>5</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>6</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>166423</th>\n",
+       "      <td>35</td>\n",
+       "      <td>female</td>\n",
+       "      <td>5</td>\n",
+       "      <td>4</td>\n",
+       "      <td>heterosexual</td>\n",
+       "      <td>1.60</td>\n",
+       "      <td>68.04</td>\n",
+       "      <td>4</td>\n",
+       "      <td>True</td>\n",
+       "      <td>True</td>\n",
+       "      <td>6</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>2321 rows × 11 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "        age     sex  income  education sexual_orientation  height  weight  \\\n",
+       "2        35  female       8          4       heterosexual    1.65   77.11   \n",
+       "66       45  female       6          4       heterosexual    1.57   72.57   \n",
+       "135      55  female       6          4       heterosexual    1.70   81.65   \n",
+       "146      65  female       5          4       heterosexual    1.55   72.57   \n",
+       "259      65  female       4          4       heterosexual    1.57   56.70   \n",
+       "...     ...     ...     ...        ...                ...     ...     ...   \n",
+       "166121   35  female       8          4       heterosexual    1.65  136.08   \n",
+       "166219   55  female       5          4              other    1.52   59.87   \n",
+       "166272   25  female       8          4       heterosexual    1.52   98.88   \n",
+       "166381   45  female       5          4       heterosexual    1.52   49.90   \n",
+       "166423   35  female       5          4       heterosexual    1.60   68.04   \n",
+       "\n",
+       "        health  no_doctor  exercise  sleep  \n",
+       "2            4       True      True      7  \n",
+       "66           4       True      True      7  \n",
+       "135          4       True      True      7  \n",
+       "146          5       True      True      7  \n",
+       "259          3       True      True      6  \n",
+       "...        ...        ...       ...    ...  \n",
+       "166121       4       True      True      5  \n",
+       "166219       3       True      True      5  \n",
+       "166272       3       True      True      8  \n",
+       "166381       5       True      True      6  \n",
+       "166423       4       True      True      6  \n",
+       "\n",
+       "[2321 rows x 11 columns]"
+      ]
+     },
+     "execution_count": 50,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "# YOUR CODE HERE"
+    "education = people[(people['sex'] == 'female') & (people['education'] == 4) & (people['no_doctor'] == True)]\n",
+    "education"
    ]
   },
   {
@@ -897,7 +3076,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.3"
+   "version": "3.12.5"
   }
  },
  "nbformat": 4,