CIS550_Final_Project_EDA.ipynb

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      "cell_type": "markdown",
      "source": [
        "[Google Drive Link to CSV files](https://drive.google.com/drive/folders/1xIwEB87yODWaI1VFm7n7HUMI6KRwRAav)"
      ],
      "metadata": {
        "id": "CnKMDJQLSUXU"
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    {
      "cell_type": "markdown",
      "metadata": {
        "id": "J8N0WsgI22I6"
      },
      "source": [
        "# Exploratory Data Analysis"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "t0GLbxBZjBjH"
      },
      "source": [
        "import pandas as pd\n",
        "import numpy as np\n",
        "import matplotlib.pyplot as plt\n",
        "import seaborn"
      ],
      "execution_count": 1,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "Uzrd3sIaz3Ee"
      },
      "source": [
        "\n",
        "## Data importation\n"
      ]
    },
    {
      "cell_type": "code",
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        "id": "-Fzl4FM9m7h1",
        "outputId": "6272659b-5c62-4016-bc94-52d79e8210ce",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "source": [
        "prefix = '/content/drive'\n",
        "from google.colab import drive\n",
        "drive.mount(prefix, force_remount=True)"
      ],
      "execution_count": 2,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Mounted at /content/drive\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "cii5SRUU_HSA"
      },
      "source": [
        "file1 = '/content/drive/My Drive/CIS550/species.csv'\n",
        "file2 = \"/content/drive/My Drive/CIS550/AllTrails data - nationalpark.csv\"\n",
        "file3 = \"/content/drive/My Drive/CIS550/parks.csv\"\n",
        "file4 = \"/content/drive/Shared drives/CIS5500: Databases Project/Data/airbnb_listings_usa.csv\""
      ],
      "execution_count": 3,
      "outputs": []
    },
    {
      "cell_type": "code",
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        "colab": {
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        }
      },
      "source": [
        "species = pd.read_csv(file1)\n",
        "trails = pd.read_csv(file2)\n",
        "parks = pd.read_csv(file3)\n",
        "airbnb = pd.read_csv(file4)"
      ],
      "execution_count": 4,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "<ipython-input-4-95ea9d42eb18>:1: DtypeWarning: Columns (13) have mixed types. Specify dtype option on import or set low_memory=False.\n",
            "  species = pd.read_csv(file1)\n",
            "<ipython-input-4-95ea9d42eb18>:4: DtypeWarning: Columns (5) have mixed types. Specify dtype option on import or set low_memory=False.\n",
            "  airbnb = pd.read_csv(file4)\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "1bNIuFFv4r6Z"
      },
      "source": [
        "## Initial Exploration"
      ]
    },
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          "base_uri": "https://localhost:8080/",
          "height": 250
        }
      },
      "source": [
        "species.head()"
      ],
      "execution_count": 5,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "  Species ID             Park Name Category         Order    Family  \\\n",
              "0  ACAD-1000  Acadia National Park   Mammal  Artiodactyla  Cervidae   \n",
              "1  ACAD-1001  Acadia National Park   Mammal  Artiodactyla  Cervidae   \n",
              "2  ACAD-1002  Acadia National Park   Mammal     Carnivora   Canidae   \n",
              "3  ACAD-1003  Acadia National Park   Mammal     Carnivora   Canidae   \n",
              "4  ACAD-1004  Acadia National Park   Mammal     Carnivora   Canidae   \n",
              "\n",
              "          Scientific Name                                       Common Names  \\\n",
              "0             Alces alces                                              Moose   \n",
              "1  Odocoileus virginianus  Northern White-Tailed Deer, Virginia Deer, Whi...   \n",
              "2           Canis latrans                             Coyote, Eastern Coyote   \n",
              "3             Canis lupus        Eastern Timber Wolf, Gray Wolf, Timber Wolf   \n",
              "4           Vulpes vulpes  Black Fox, Cross Fox, Eastern Red Fox, Fox, Re...   \n",
              "\n",
              "  Record Status     Occurrence  Nativeness Abundance Seasonality  \\\n",
              "0      Approved        Present      Native      Rare    Resident   \n",
              "1      Approved        Present      Native  Abundant         NaN   \n",
              "2      Approved        Present  Not Native    Common         NaN   \n",
              "3      Approved  Not Confirmed      Native       NaN         NaN   \n",
              "4      Approved        Present     Unknown    Common     Breeder   \n",
              "\n",
              "  Conservation Status Unnamed: 13  \n",
              "0                 NaN         NaN  \n",
              "1                 NaN         NaN  \n",
              "2  Species of Concern         NaN  \n",
              "3          Endangered         NaN  \n",
              "4                 NaN         NaN  "
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              "      <th>Species ID</th>\n",
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              "      <th>0</th>\n",
              "      <td>ACAD-1000</td>\n",
              "      <td>Acadia National Park</td>\n",
              "      <td>Mammal</td>\n",
              "      <td>Artiodactyla</td>\n",
              "      <td>Cervidae</td>\n",
              "      <td>Alces alces</td>\n",
              "      <td>Moose</td>\n",
              "      <td>Approved</td>\n",
              "      <td>Present</td>\n",
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              "      <td>Rare</td>\n",
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              "      <td>ACAD-1001</td>\n",
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              "      <td>Cervidae</td>\n",
              "      <td>Odocoileus virginianus</td>\n",
              "      <td>Northern White-Tailed Deer, Virginia Deer, Whi...</td>\n",
              "      <td>Approved</td>\n",
              "      <td>Present</td>\n",
              "      <td>Native</td>\n",
              "      <td>Abundant</td>\n",
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              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
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              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>ACAD-1002</td>\n",
              "      <td>Acadia National Park</td>\n",
              "      <td>Mammal</td>\n",
              "      <td>Carnivora</td>\n",
              "      <td>Canidae</td>\n",
              "      <td>Canis latrans</td>\n",
              "      <td>Coyote, Eastern Coyote</td>\n",
              "      <td>Approved</td>\n",
              "      <td>Present</td>\n",
              "      <td>Not Native</td>\n",
              "      <td>Common</td>\n",
              "      <td>NaN</td>\n",
              "      <td>Species of Concern</td>\n",
              "      <td>NaN</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>ACAD-1003</td>\n",
              "      <td>Acadia National Park</td>\n",
              "      <td>Mammal</td>\n",
              "      <td>Carnivora</td>\n",
              "      <td>Canidae</td>\n",
              "      <td>Canis lupus</td>\n",
              "      <td>Eastern Timber Wolf, Gray Wolf, Timber Wolf</td>\n",
              "      <td>Approved</td>\n",
              "      <td>Not Confirmed</td>\n",
              "      <td>Native</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>Endangered</td>\n",
              "      <td>NaN</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>ACAD-1004</td>\n",
              "      <td>Acadia National Park</td>\n",
              "      <td>Mammal</td>\n",
              "      <td>Carnivora</td>\n",
              "      <td>Canidae</td>\n",
              "      <td>Vulpes vulpes</td>\n",
              "      <td>Black Fox, Cross Fox, Eastern Red Fox, Fox, Re...</td>\n",
              "      <td>Approved</td>\n",
              "      <td>Present</td>\n",
              "      <td>Unknown</td>\n",
              "      <td>Common</td>\n",
              "      <td>Breeder</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
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        "trails.head()"
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            "text/plain": [
              "   trail_id                        name                   area_name  \\\n",
              "0  10020048     Harding Ice Field Trail  Kenai Fjords National Park   \n",
              "1  10236086  Mount Healy Overlook Trail        Denali National Park   \n",
              "2  10267857          Exit Glacier Trail  Kenai Fjords National Park   \n",
              "3  10236076        Horseshoe Lake Trail        Denali National Park   \n",
              "4  10236082          Triple Lakes Trail        Denali National Park   \n",
              "\n",
              "              city_name state_name   country_name  \\\n",
              "0                Seward     Alaska  United States   \n",
              "1  Denali National Park     Alaska  United States   \n",
              "2                Seward     Alaska  United States   \n",
              "3  Denali National Park     Alaska  United States   \n",
              "4  Denali National Park     Alaska  United States   \n",
              "\n",
              "                                _geoloc  popularity     length  \\\n",
              "0  {'lat': 60.18852, 'lng': -149.63156}     24.8931  15610.598   \n",
              "1  {'lat': 63.73049, 'lng': -148.91968}     18.0311   6920.162   \n",
              "2    {'lat': 60.18879, 'lng': -149.631}     17.7821   2896.812   \n",
              "3    {'lat': 63.73661, 'lng': -148.915}     16.2674   3379.614   \n",
              "4  {'lat': 63.73319, 'lng': -148.89682}     12.5935  29772.790   \n",
              "\n",
              "   elevation_gain  difficulty_rating    route_type  visitor_usage  avg_rating  \\\n",
              "0       1161.8976                  5  out and back            3.0         5.0   \n",
              "1        507.7968                  3  out and back            1.0         4.5   \n",
              "2         81.9912                  1  out and back            3.0         4.5   \n",
              "3        119.7864                  1          loop            2.0         4.5   \n",
              "4       1124.7120                  5  out and back            1.0         4.5   \n",
              "\n",
              "   num_reviews                                           features  \\\n",
              "0          423  ['dogs-no', 'forest', 'river', 'views', 'water...   \n",
              "1          260  ['dogs-no', 'forest', 'views', 'wild-flowers',...   \n",
              "2          224  ['dogs-no', 'partially-paved', 'views', 'wildl...   \n",
              "3          237  ['dogs-no', 'forest', 'lake', 'kids', 'views',...   \n",
              "4          110  ['dogs-no', 'lake', 'views', 'wild-flowers', '...   \n",
              "\n",
              "                                          activities units  \n",
              "0  ['birding', 'camping', 'hiking', 'nature-trips...     i  \n",
              "1  ['birding', 'camping', 'hiking', 'nature-trips...     i  \n",
              "2                              ['hiking', 'walking']     i  \n",
              "3  ['birding', 'hiking', 'nature-trips', 'trail-r...     i  \n",
              "4  ['birding', 'fishing', 'hiking', 'nature-trips...     i  "
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              "      <th></th>\n",
              "      <th>trail_id</th>\n",
              "      <th>name</th>\n",
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              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>10020048</td>\n",
              "      <td>Harding Ice Field Trail</td>\n",
              "      <td>Kenai Fjords National Park</td>\n",
              "      <td>Seward</td>\n",
              "      <td>Alaska</td>\n",
              "      <td>United States</td>\n",
              "      <td>{'lat': 60.18852, 'lng': -149.63156}</td>\n",
              "      <td>24.8931</td>\n",
              "      <td>15610.598</td>\n",
              "      <td>1161.8976</td>\n",
              "      <td>5</td>\n",
              "      <td>out and back</td>\n",
              "      <td>3.0</td>\n",
              "      <td>5.0</td>\n",
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              "      <td>i</td>\n",
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              "      <th>1</th>\n",
              "      <td>10236086</td>\n",
              "      <td>Mount Healy Overlook Trail</td>\n",
              "      <td>Denali National Park</td>\n",
              "      <td>Denali National Park</td>\n",
              "      <td>Alaska</td>\n",
              "      <td>United States</td>\n",
              "      <td>{'lat': 63.73049, 'lng': -148.91968}</td>\n",
              "      <td>18.0311</td>\n",
              "      <td>6920.162</td>\n",
              "      <td>507.7968</td>\n",
              "      <td>3</td>\n",
              "      <td>out and back</td>\n",
              "      <td>1.0</td>\n",
              "      <td>4.5</td>\n",
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              "      <td>['birding', 'camping', 'hiking', 'nature-trips...</td>\n",
              "      <td>i</td>\n",
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              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>10267857</td>\n",
              "      <td>Exit Glacier Trail</td>\n",
              "      <td>Kenai Fjords National Park</td>\n",
              "      <td>Seward</td>\n",
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              "      <td>17.7821</td>\n",
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              "      <td>10236076</td>\n",
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              "      <td>Denali National Park</td>\n",
              "      <td>Denali National Park</td>\n",
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              "      <td>United States</td>\n",
              "      <td>{'lat': 63.73661, 'lng': -148.915}</td>\n",
              "      <td>16.2674</td>\n",
              "      <td>3379.614</td>\n",
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              "      <th>4</th>\n",
              "      <td>10236082</td>\n",
              "      <td>Triple Lakes Trail</td>\n",
              "      <td>Denali National Park</td>\n",
              "      <td>Denali National Park</td>\n",
              "      <td>Alaska</td>\n",
              "      <td>United States</td>\n",
              "      <td>{'lat': 63.73319, 'lng': -148.89682}</td>\n",
              "      <td>12.5935</td>\n",
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              "      <td>4.5</td>\n",
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              "  Park Code               Park Name State   Acres  Latitude  Longitude\n",
              "0      ACAD    Acadia National Park    ME   47390     44.35     -68.21\n",
              "1      ARCH    Arches National Park    UT   76519     38.68    -109.57\n",
              "2      BADL  Badlands National Park    SD  242756     43.75    -102.50\n",
              "3      BIBE  Big Bend National Park    TX  801163     29.25    -103.25\n",
              "4      BISC  Biscayne National Park    FL  172924     25.65     -80.08"
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              "   Unnamed: 0      id                                               name  \\\n",
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              "   last_review reviews_per_month  calculated_host_listings_count  \\\n",
              "0   2019-02-25              0.02                               2   \n",
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              "2   2020-12-13              0.98                               2   \n",
              "3   2017-12-24              0.22                               1   \n",
              "4   2022-08-21              2.60                               1   \n",
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              "2               224                      0           NaN    CA  Los Angeles  \n",
              "3                 0                      0           NaN    CA  Los Angeles  \n",
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              "      <td>235568</td>\n",
              "      <td>David</td>\n",
              "      <td>City of Los Angeles</td>\n",
              "      <td>Atwater Village</td>\n",
              "      <td>34.12206</td>\n",
              "      <td>-118.26783</td>\n",
              "      <td>Entire home/apt</td>\n",
              "      <td>...</td>\n",
              "      <td>30</td>\n",
              "      <td>138</td>\n",
              "      <td>2020-12-13</td>\n",
              "      <td>0.98</td>\n",
              "      <td>2</td>\n",
              "      <td>224</td>\n",
              "      <td>0</td>\n",
              "      <td>NaN</td>\n",
              "      <td>CA</td>\n",
              "      <td>Los Angeles</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>3</td>\n",
              "      <td>184314</td>\n",
              "      <td>Boho Chic Flat..Steps to Beach!</td>\n",
              "      <td>884031</td>\n",
              "      <td>Ashley</td>\n",
              "      <td>City of Los Angeles</td>\n",
              "      <td>Venice</td>\n",
              "      <td>33.97487</td>\n",
              "      <td>-118.46312</td>\n",
              "      <td>Entire home/apt</td>\n",
              "      <td>...</td>\n",
              "      <td>30</td>\n",
              "      <td>30</td>\n",
              "      <td>2017-12-24</td>\n",
              "      <td>0.22</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>NaN</td>\n",
              "      <td>CA</td>\n",
              "      <td>Los Angeles</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>4</td>\n",
              "      <td>51498</td>\n",
              "      <td>Guest House With Its Own Entrance/Exit and Hot...</td>\n",
              "      <td>236758</td>\n",
              "      <td>Bay</td>\n",
              "      <td>City of Los Angeles</td>\n",
              "      <td>Mar Vista</td>\n",
              "      <td>34.00389</td>\n",
              "      <td>-118.44126</td>\n",
              "      <td>Entire home/apt</td>\n",
              "      <td>...</td>\n",
              "      <td>3</td>\n",
              "      <td>378</td>\n",
              "      <td>2022-08-21</td>\n",
              "      <td>2.60</td>\n",
              "      <td>1</td>\n",
              "      <td>348</td>\n",
              "      <td>41</td>\n",
              "      <td>HSR19-001336</td>\n",
              "      <td>CA</td>\n",
              "      <td>Los Angeles</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>5 rows × 21 columns</p>\n",
              "</div>\n",
              "      <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-02820889-6d90-4a62-a385-c710ebeba918')\"\n",
              "              title=\"Convert this dataframe to an interactive table.\"\n",
              "              style=\"display:none;\">\n",
              "        \n",
              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
              "       width=\"24px\">\n",
              "    <path d=\"M0 0h24v24H0V0z\" fill=\"none\"/>\n",
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              "  </svg>\n",
              "      </button>\n",
              "      \n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      flex-wrap:wrap;\n",
              "      gap: 12px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert {\n",
              "      background-color: #E8F0FE;\n",
              "      border: none;\n",
              "      border-radius: 50%;\n",
              "      cursor: pointer;\n",
              "      display: none;\n",
              "      fill: #1967D2;\n",
              "      height: 32px;\n",
              "      padding: 0 0 0 0;\n",
              "      width: 32px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert:hover {\n",
              "      background-color: #E2EBFA;\n",
              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "      fill: #174EA6;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert {\n",
              "      background-color: #3B4455;\n",
              "      fill: #D2E3FC;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
              "    }\n",
              "  </style>\n",
              "\n",
              "      <script>\n",
              "        const buttonEl =\n",
              "          document.querySelector('#df-02820889-6d90-4a62-a385-c710ebeba918 button.colab-df-convert');\n",
              "        buttonEl.style.display =\n",
              "          google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "        async function convertToInteractive(key) {\n",
              "          const element = document.querySelector('#df-02820889-6d90-4a62-a385-c710ebeba918');\n",
              "          const dataTable =\n",
              "            await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                     [key], {});\n",
              "          if (!dataTable) return;\n",
              "\n",
              "          const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "            '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "            + ' to learn more about interactive tables.';\n",
              "          element.innerHTML = '';\n",
              "          dataTable['output_type'] = 'display_data';\n",
              "          await google.colab.output.renderOutput(dataTable, element);\n",
              "          const docLink = document.createElement('div');\n",
              "          docLink.innerHTML = docLinkHtml;\n",
              "          element.appendChild(docLink);\n",
              "        }\n",
              "      </script>\n",
              "    </div>\n",
              "  </div>\n",
              "  "
            ]
          },
          "metadata": {},
          "execution_count": 8
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "NkXbrqcT_8CY"
      },
      "source": [
        "### Dataset Size Measurement\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "-A1BL8UZBETP",
        "outputId": "f96a2895-c6cb-4a18-cae7-bc6f866039c8",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "source": [
        "parks.dtypes"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Park Code     object\n",
              "Park Name     object\n",
              "State         object\n",
              "Acres          int64\n",
              "Latitude     float64\n",
              "Longitude    float64\n",
              "dtype: object"
            ]
          },
          "metadata": {},
          "execution_count": 9
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "trails.dtypes"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "2Q5c6kdbk1xx",
        "outputId": "cfbec017-7a34-4ba1-fed1-97a4d62aa2e5"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "trail_id               int64\n",
              "name                  object\n",
              "area_name             object\n",
              "city_name             object\n",
              "state_name            object\n",
              "country_name          object\n",
              "_geoloc               object\n",
              "popularity           float64\n",
              "length               float64\n",
              "elevation_gain       float64\n",
              "difficulty_rating      int64\n",
              "route_type            object\n",
              "visitor_usage        float64\n",
              "avg_rating           float64\n",
              "num_reviews            int64\n",
              "features              object\n",
              "activities            object\n",
              "units                 object\n",
              "dtype: object"
            ]
          },
          "metadata": {},
          "execution_count": 12
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "species.dtypes"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "WT5tYKjVk9_r",
        "outputId": "9834d8e9-9133-4434-95de-d1c0c1be0382"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Species ID             object\n",
              "Park Name              object\n",
              "Category               object\n",
              "Order                  object\n",
              "Family                 object\n",
              "Scientific Name        object\n",
              "Common Names           object\n",
              "Record Status          object\n",
              "Occurrence             object\n",
              "Nativeness             object\n",
              "Abundance              object\n",
              "Seasonality            object\n",
              "Conservation Status    object\n",
              "Unnamed: 13            object\n",
              "dtype: object"
            ]
          },
          "metadata": {},
          "execution_count": 21
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "airbnb.dtypes"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "pPW4elRbmsdf",
        "outputId": "c53ad013-3f73-4c61-97f7-7d1a05fcfea1"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Unnamed: 0                          int64\n",
              "id                                  int64\n",
              "name                               object\n",
              "host_id                             int64\n",
              "host_name                          object\n",
              "neighbourhood_group                object\n",
              "neighbourhood                      object\n",
              "latitude                          float64\n",
              "longitude                         float64\n",
              "room_type                          object\n",
              "price                               int64\n",
              "minimum_nights                      int64\n",
              "number_of_reviews                   int64\n",
              "last_review                        object\n",
              "reviews_per_month                 float64\n",
              "calculated_host_listings_count      int64\n",
              "availability_365                    int64\n",
              "number_of_reviews_ltm               int64\n",
              "license                            object\n",
              "state                              object\n",
              "city                               object\n",
              "dtype: object"
            ]
          },
          "metadata": {},
          "execution_count": 29
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "9XM9NJxCDLue",
        "outputId": "d55c4dc3-705c-452a-eba5-6039193ac2e0",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "source": [
        "parks.shape  "
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "(56, 6)"
            ]
          },
          "metadata": {},
          "execution_count": 22
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "trails.shape"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "019D8DcMlmds",
        "outputId": "c5f13fc9-ead7-4cb3-e488-4ee39d7c0443"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "(3313, 18)"
            ]
          },
          "metadata": {},
          "execution_count": 23
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "species.shape"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "LcmsIQRSloOM",
        "outputId": "2fcbc061-2a9d-4f39-e48c-9f1ea53c3de2"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "(119248, 14)"
            ]
          },
          "metadata": {},
          "execution_count": 24
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "airbnb.shape"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "8dgN7QmFmv6P",
        "outputId": "ed2affd8-ed9d-4bbb-a0ca-47956830707d"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "(325858, 21)"
            ]
          },
          "metadata": {},
          "execution_count": 30
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "w7zGFtGtD_0z",
        "outputId": "7ce8b2df-5f63-4568-91d8-3b66f7b49716",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "source": [
        "usage_by_col = airbnb.memory_usage(deep=True) # returns memory usage for each column\n",
        "total_usage = usage_by_col.sum()\n",
        "mbs = total_usage / 1e6 # convert to megabytes \n",
        "mbs"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "222.811608"
            ]
          },
          "metadata": {},
          "execution_count": 31
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "Isk6veZTnLIL"
      },
      "source": [
        "## Missing Value Detection\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "jAph--nvn76v",
        "outputId": "ee8eb9c6-067a-429d-9a95-b41ca3b2717a",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "source": [
        "parks.isnull().any()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Park Code    False\n",
              "Park Name    False\n",
              "State        False\n",
              "Acres        False\n",
              "Latitude     False\n",
              "Longitude    False\n",
              "dtype: bool"
            ]
          },
          "metadata": {},
          "execution_count": 32
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "trails.isnull().any()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "WoL_Cju1m34-",
        "outputId": "1a2b3304-cbfd-4c64-a15c-06c69c7782e0"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "trail_id             False\n",
              "name                 False\n",
              "area_name            False\n",
              "city_name            False\n",
              "state_name           False\n",
              "country_name         False\n",
              "_geoloc              False\n",
              "popularity           False\n",
              "length               False\n",
              "elevation_gain       False\n",
              "difficulty_rating    False\n",
              "route_type           False\n",
              "visitor_usage         True\n",
              "avg_rating           False\n",
              "num_reviews          False\n",
              "features             False\n",
              "activities           False\n",
              "units                False\n",
              "dtype: bool"
            ]
          },
          "metadata": {},
          "execution_count": 33
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "a = \"\"\n",
        "for col in airbnb.columns:\n",
        "  a = a + col + \", \"\n",
        "print(a)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "4IcOUEfLobfD",
        "outputId": "3006636a-a93e-4984-870f-ce0de0e807b1"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Unnamed: 0, id, name, host_id, host_name, neighbourhood_group, neighbourhood, latitude, longitude, room_type, price, minimum_nights, number_of_reviews, last_review, reviews_per_month, calculated_host_listings_count, availability_365, number_of_reviews_ltm, license, state, city, \n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "species.isnull().any()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "pmU0xFkhm-DX",
        "outputId": "efaf3aa8-0697-49e2-a6b3-5b1710ff5dbb"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Species ID             False\n",
              "Park Name              False\n",
              "Category               False\n",
              "Order                   True\n",
              "Family                  True\n",
              "Scientific Name        False\n",
              "Common Names           False\n",
              "Record Status          False\n",
              "Occurrence              True\n",
              "Nativeness              True\n",
              "Abundance               True\n",
              "Seasonality             True\n",
              "Conservation Status     True\n",
              "Unnamed: 13             True\n",
              "dtype: bool"
            ]
          },
          "metadata": {},
          "execution_count": 34
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "airbnb.isnull().any()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "YsWZwq7anBtn",
        "outputId": "bc5ad56d-7e4b-401e-8305-7babc20db46a"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Unnamed: 0                        False\n",
              "id                                False\n",
              "name                               True\n",
              "host_id                           False\n",
              "host_name                          True\n",
              "neighbourhood_group                True\n",
              "neighbourhood                      True\n",
              "latitude                          False\n",
              "longitude                         False\n",
              "room_type                         False\n",
              "price                             False\n",
              "minimum_nights                    False\n",
              "number_of_reviews                 False\n",
              "last_review                        True\n",
              "reviews_per_month                  True\n",
              "calculated_host_listings_count    False\n",
              "availability_365                  False\n",
              "number_of_reviews_ltm             False\n",
              "license                            True\n",
              "state                             False\n",
              "city                              False\n",
              "dtype: bool"
            ]
          },
          "metadata": {},
          "execution_count": 35
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "GGeyJS75pfXR",
        "outputId": "48adc9c7-bbbd-4f59-aaee-0d6f4941d63a",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "source": [
        "for col in parks.columns:  # iterate over all columns\n",
        "    print('Unique Values for {}'.format(col))  \n",
        "    print(parks[col].unique())   \n",
        "    print('')\n",
        "print(\"END OF PARK DATA ANALYSIS!\")\n",
        "\n",
        "for col in trails.columns:  # iterate over all columns\n",
        "    print('Unique Values for {}'.format(col))  \n",
        "    print(trails[col].unique())   \n",
        "    print('')\n",
        "print(\"END OF TRAIL DATA ANALYSIS!\")\n",
        "\n",
        "for col in species.columns:  # iterate over all columns\n",
        "    print('Unique Values for {}'.format(col))  \n",
        "    print(species[col].unique())   \n",
        "    print('')\n",
        "for col in airbnb.columns:  # iterate over all columns\n",
        "    print('Unique Values for {}'.format(col))  \n",
        "    print(airbnb[col].unique())   \n",
        "    print('')"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Unique Values for Park Code\n",
            "['ACAD' 'ARCH' 'BADL' 'BIBE' 'BISC' 'BLCA' 'BRCA' 'CANY' 'CARE' 'CAVE'\n",
            " 'CHIS' 'CONG' 'CRLA' 'CUVA' 'DENA' 'DEVA' 'DRTO' 'EVER' 'GAAR' 'GLAC'\n",
            " 'GLBA' 'GRBA' 'GRCA' 'GRSA' 'GRSM' 'GRTE' 'GUMO' 'HALE' 'HAVO' 'HOSP'\n",
            " 'ISRO' 'JOTR' 'KATM' 'KEFJ' 'KOVA' 'LACL' 'LAVO' 'MACA' 'MEVE' 'MORA'\n",
            " 'NOCA' 'OLYM' 'PEFO' 'PINN' 'REDW' 'ROMO' 'SAGU' 'SEKI' 'SHEN' 'THRO'\n",
            " 'VOYA' 'WICA' 'WRST' 'YELL' 'YOSE' 'ZION']\n",
            "\n",
            "Unique Values for Park Name\n",
            "['Acadia National Park' 'Arches National Park' 'Badlands National Park'\n",
            " 'Big Bend National Park' 'Biscayne National Park'\n",
            " 'Black Canyon of the Gunnison National Park' 'Bryce Canyon National Park'\n",
            " 'Canyonlands National Park' 'Capitol Reef National Park'\n",
            " 'Carlsbad Caverns National Park' 'Channel Islands National Park'\n",
            " 'Congaree National Park' 'Crater Lake National Park'\n",
            " 'Cuyahoga Valley National Park' 'Denali National Park and Preserve'\n",
            " 'Death Valley National Park' 'Dry Tortugas National Park'\n",
            " 'Everglades National Park'\n",
            " 'Gates Of The Arctic National Park and Preserve' 'Glacier National Park'\n",
            " 'Glacier Bay National Park and Preserve' 'Great Basin National Park'\n",
            " 'Grand Canyon National Park'\n",
            " 'Great Sand Dunes National Park and Preserve'\n",
            " 'Great Smoky Mountains National Park' 'Grand Teton National Park'\n",
            " 'Guadalupe Mountains National Park' 'Haleakala National Park'\n",
            " 'Hawaii Volcanoes National Park' 'Hot Springs National Park'\n",
            " 'Isle Royale National Park' 'Joshua Tree National Park'\n",
            " 'Katmai National Park and Preserve' 'Kenai Fjords National Park'\n",
            " 'Kobuk Valley National Park' 'Lake Clark National Park and Preserve'\n",
            " 'Lassen Volcanic National Park' 'Mammoth Cave National Park'\n",
            " 'Mesa Verde National Park' 'Mount Rainier National Park'\n",
            " 'North Cascades National Park' 'Olympic National Park'\n",
            " 'Petrified Forest National Park' 'Pinnacles National Park'\n",
            " 'Redwood National Park' 'Rocky Mountain National Park'\n",
            " 'Saguaro National Park' 'Sequoia and Kings Canyon National Parks'\n",
            " 'Shenandoah National Park' 'Theodore Roosevelt National Park'\n",
            " 'Voyageurs National Park' 'Wind Cave National Park'\n",
            " 'Wrangell - St Elias National Park and Preserve'\n",
            " 'Yellowstone National Park' 'Yosemite National Park' 'Zion National Park']\n",
            "\n",
            "Unique Values for State\n",
            "['ME' 'UT' 'SD' 'TX' 'FL' 'CO' 'NM' 'CA' 'SC' 'OR' 'OH' 'AK' 'CA, NV' 'MT'\n",
            " 'NV' 'AZ' 'TN, NC' 'WY' 'HI' 'AR' 'MI' 'KY' 'WA' 'VA' 'ND' 'MN'\n",
            " 'WY, MT, ID']\n",
            "\n",
            "Unique Values for Acres\n",
            "[  47390   76519  242756  801163  172924   32950   35835  337598  241904\n",
            "   46766  249561   26546  183224 3372402 4740912   64701 1508538 7523898\n",
            " 1013572 3224840   77180 1217403   42984  521490  309995   86416   29094\n",
            "  323431    5550  571790  789745 3674530  669983 1750717 2619733  106372\n",
            "   52830   52122  235625  504781  922651   93533   26606  112512  265828\n",
            "   91440  865952  199045   70447  218200   28295 8323148 2219791  761266\n",
            "  146598]\n",
            "\n",
            "Unique Values for Latitude\n",
            "[44.35 38.68 43.75 29.25 25.65 38.57 37.57 38.2  32.17 34.01 33.78 42.94\n",
            " 41.24 63.33 36.24 24.63 25.32 67.78 48.8  58.5  38.98 36.06 37.73 35.68\n",
            " 43.73 31.92 20.72 19.38 34.51 48.1  33.79 59.92 67.55 60.97 40.49 37.18\n",
            " 46.85 48.7  47.97 35.07 36.48 41.3  40.4  32.25 36.43 38.53 46.97 48.5\n",
            " 43.57 61.   44.6  37.83 37.3 ]\n",
            "\n",
            "Unique Values for Longitude\n",
            "[ -68.21 -109.57 -102.5  -103.25  -80.08 -107.72 -112.18 -109.93 -111.17\n",
            " -104.44 -119.42  -80.78 -122.1   -81.55 -150.5  -116.82  -82.87  -80.93\n",
            " -153.3  -114.   -137.   -114.3  -112.14 -105.51  -83.53 -110.8  -104.87\n",
            " -156.17 -155.2   -93.05  -88.55 -115.9  -155.   -149.65 -159.28 -153.42\n",
            " -121.51  -86.1  -108.49 -121.75 -121.2  -123.5  -109.78 -121.16 -124.\n",
            " -105.58 -110.5  -118.68  -78.35 -103.45  -92.88 -103.48 -142.   -119.5\n",
            " -113.05]\n",
            "\n",
            "END OF PARK DATA ANALYSIS!\n",
            "Unique Values for trail_id\n",
            "[10020048 10236086 10267857 ... 10258707 10014989 10259465]\n",
            "\n",
            "Unique Values for name\n",
            "['Harding Ice Field Trail' 'Mount Healy Overlook Trail'\n",
            " 'Exit Glacier Trail' ... 'Red Hill Overlook Summit Trail' 'Kaupo Trail'\n",
            " \"Ka Lu'u o ka O'o Cinder Cone via Crater and Sliding Sands Trail [CLOSED]\"]\n",
            "\n",
            "Unique Values for area_name\n",
            "['Kenai Fjords National Park' 'Denali National Park'\n",
            " 'Glacier Bay National Park' 'Katmai National Park'\n",
            " 'Grand Canyon National Park' 'Saguaro National Park'\n",
            " 'Petrified Forest National Park' 'Hot Springs National Park'\n",
            " 'Yosemite National Park' 'Sequoia National Park'\n",
            " 'Joshua Tree National Park' 'Lassen Volcanic National Park'\n",
            " 'Kings Canyon National Park' 'Pinnacles National Park'\n",
            " 'Death Valley National Park' 'Redwood National Park'\n",
            " 'Channel Islands National Park' 'Rocky Mountain National Park'\n",
            " 'Great Sand Dunes National Park and Preserve' 'Mesa Verde National Park'\n",
            " 'Black Canyon of the Gunnison National Park' 'Everglades National Park'\n",
            " 'Fort Pickens National Park' 'Biscayne National Park'\n",
            " 'Dry Tortugas National Park'\n",
            " 'Clayton Co International Park, Jonesboro GA'\n",
            " 'Indiana Dunes National Park' 'Mammoth Cave National Park'\n",
            " 'Acadia National Park' 'Isle Royale National Park'\n",
            " 'Voyageurs National Park' 'Gateway Arch National Park'\n",
            " 'Glacier National Park' 'Yellowstone National Park'\n",
            " 'Great Basin National Park' 'Carlsbad Caverns National Park'\n",
            " 'Great Smoky Mountains National Park' 'Theodore Roosevelt National Park'\n",
            " 'Cuyahoga Valley National Park' 'Crater Lake National Park'\n",
            " 'Congaree National Park' 'Congaree National Park Wilderness'\n",
            " 'Badlands National Park' 'Wind Cave National Park'\n",
            " 'Guadalupe Mountains National Park' 'Big Bend National Park'\n",
            " 'Zion National Park' 'Arches National Park' 'Bryce Canyon National Park'\n",
            " 'Canyonlands National Park' 'Capitol Reef National Park'\n",
            " 'Shenandoah National Park' 'Fort Hunt National Park'\n",
            " 'Wolf Trap National Park for the Performing Arts'\n",
            " 'Mount Rainier National Park' 'Olympic National Park'\n",
            " 'North Cascades National Park' 'Grand Teton National Park'\n",
            " 'Hawaii Volcanoes National Park' 'Haleakala National Park']\n",
            "\n",
            "Unique Values for city_name\n",
            "['Seward' 'Denali National Park' 'Cantwell' 'Healy' 'Gustavus'\n",
            " 'King Salmon' 'Kodiak' 'Grand Canyon' 'North Rim' 'Tucson' 'Holbrook'\n",
            " 'Petrified Forest National Park' 'Chambers' 'Cameron' 'Vail' 'Sun Valley'\n",
            " 'Cortaro' 'Willow Canyon' 'Colorado City' 'Benson' 'Supai'\n",
            " 'Hot Springs National Park' 'Yosemite Valley' 'Three Rivers'\n",
            " 'Twentynine Palms' 'Sequoia National Park' 'Old Station' 'Hume'\n",
            " 'Cedar Grove' 'Indio' 'Paicines' 'Death Valley' 'Trinidad' 'Dunlap'\n",
            " 'Long Barn' 'Orick' 'Lee Vining' 'Stony Creek Village' 'Soledad'\n",
            " 'Joshua Tree' 'Mill Creek' 'Mecca' 'Yucca Valley' 'Lone Pine' 'Chester'\n",
            " 'Ventura' 'Klamath' 'Darwin' 'Fish Camp' 'Mi Wuk Village' 'Mammoth Lakes'\n",
            " 'Thousand Palms' 'Groveland' 'Independence' 'McArthur' 'Seven Pines'\n",
            " 'Santa Barbara' 'Johnsondale' 'Oakhurst' 'Coolidge Springs'\n",
            " 'Crescent City' 'Trona' 'Bishop' 'Shaver Lake' 'Badger' 'Hoopa'\n",
            " 'Big Pine' 'Tecopa' 'Keeler' 'Ridgecrest' 'Bridgeport' 'Shoshone'\n",
            " 'Malibu' 'Wawona' 'June Lake' 'Blythe' 'Estes Park' 'Glen Haven'\n",
            " 'Allenspark' 'Grand Lake' 'Mosca' 'Mesa Verde National Park' 'Montrose'\n",
            " 'Olathe' 'Crawford' 'Westcliffe' 'Cimarron' 'Miami' 'Homestead'\n",
            " 'Gulf Breeze' 'Key West' 'Islamorada' 'Everglades City' 'Jonesboro'\n",
            " 'Chesterton' 'Portage' 'Gary' 'Beverly Shores' 'Michigan City'\n",
            " 'Mammoth Cave' 'Park City' 'Brownsville' 'Horse Cave' 'Bar Harbor'\n",
            " 'Mount Desert' 'Southwest Harbor' 'Bass Harbor' 'Winter Harbor'\n",
            " 'Seal Harbor' 'Isle Au Haut' 'Seal Cove' 'Birch Harbor' 'Mohawk'\n",
            " 'Saint Louis' 'Houghton' 'Kabetogama' 'Orr' 'Ranier' 'St. Louis' 'Babb'\n",
            " 'Lake Mc Donald' 'Siyeh Bend' 'East Glacier Park Village' 'West Glacier'\n",
            " 'Essex' 'Browning' 'Gardiner' 'Columbia Falls' 'Polebridge' 'Big Sky'\n",
            " 'West Yellowstone' 'Silver Gate' 'Coram' 'Whitefish' 'Baker' 'Beatty'\n",
            " 'Carlsbad' 'Whites City' 'Bryson City' 'Cherokee' 'Waynesville'\n",
            " 'Maggie Valley' 'Fontana Dam' 'Robbinsville' 'Fairfield' 'Watford City'\n",
            " 'Amidon' 'Belfield' 'Medora' 'Grassy Butte' 'Hudson' 'Northfield'\n",
            " 'Brecksville' 'Peninsula' 'Cuyahoga Falls' 'Akron' 'Crater Lake'\n",
            " 'Chiloquin' 'Chemult' 'Hopkins' 'St. Matthews' 'Gadsden' 'Columbia'\n",
            " 'Interior' 'Custer' 'Buffalo Gap' 'Wall' 'Pringle' 'Scenic' 'Hot Springs'\n",
            " 'Gatlinburg' 'Townsend' 'Cosby' 'Maryville' 'Hartford' 'Sevierville'\n",
            " 'Tallassee' 'Salt Flat' 'Big Bend National Park' 'Terlingua' 'Redford'\n",
            " 'Springdale' 'Moab' 'Bryce' 'Hurricane' 'Thompson' 'Virgin'\n",
            " 'Mount Carmel Junction' 'Torrey' 'Tropic' 'Monticello' 'Cedar City'\n",
            " 'New Harmony' 'Panguitch' 'Orderville' 'Hanksville' 'Kanarraville'\n",
            " 'Boulder' 'La Verkin' 'Kanab' 'La Sal' 'Blanding' 'Rockville'\n",
            " 'Duck Creek Village' 'Syria' 'Elkton' 'Luray' 'Stanardsville'\n",
            " 'Sperryville' 'Crimora' 'Grottoes' 'Bentonville' 'Crozet' 'Stanley'\n",
            " 'Front Royal' 'Mount Vernon' 'Rileyville' 'Madison' 'Huntly' 'Etlan'\n",
            " 'Greenwood' 'Afton' 'Vienna' 'Waynesboro' 'Port Republic' 'Dyke'\n",
            " 'Shenandoah' 'Washington' 'Alexandria' 'Free Union' 'Ashford'\n",
            " 'Paradise Inn' 'Port Angeles' 'Forks' 'Stehekin' 'Lilliwaup' 'Rockport'\n",
            " 'Randle' 'Quinault' 'Sekiu' 'Longmire' 'Marblemount' 'Packwood'\n",
            " 'Hoodsport' 'Carbonado' 'Sequim' 'Buckley' 'Quilcene' 'Brinnon' 'Orting'\n",
            " 'La Push' 'Olympia' 'Joyce' 'Clallam Bay' 'Amanda Park' 'Enumclaw'\n",
            " 'Deming' 'Montesano' 'Taholah' 'Beaver' 'Naches' 'Maple Falls' 'Winthrop'\n",
            " 'Moose' 'Yellowstone National Park' 'Jackson' 'Alta' 'Moran'\n",
            " 'Teton Village' 'Wilson' 'Dubois' 'Kelly' 'Cody' 'Pahala' 'Pahoa'\n",
            " 'Volcano' 'Holualoa' 'Kalapana' 'Honaunau' 'Hawaiian Ocean View' 'Hana'\n",
            " 'Kula']\n",
            "\n",
            "Unique Values for state_name\n",
            "['Alaska' 'Arizona' 'Arkansas' 'California' 'Colorado' 'Florida' 'Georgia'\n",
            " 'Indiana' 'Kentucky' 'Maine' 'Michigan' 'Minnesota' 'Missouri' 'Montana'\n",
            " 'Nevada' 'New Mexico' 'North Carolina' 'North Dakota' 'Ohio' 'Oregon'\n",
            " 'South Carolina' 'South Dakota' 'Tennessee' 'Texas' 'Utah' 'Virginia'\n",
            " 'Washington' 'Wyoming' 'Hawaii' 'Maui']\n",
            "\n",
            "Unique Values for country_name\n",
            "['United States' 'Hawaii']\n",
            "\n",
            "Unique Values for _geoloc\n",
            "[\"{'lat': 60.18852, 'lng': -149.63156}\"\n",
            " \"{'lat': 63.73049, 'lng': -148.91968}\"\n",
            " \"{'lat': 60.18879, 'lng': -149.631}\" ...\n",
            " \"{'lat': 20.71007, 'lng': -156.25357}\"\n",
            " \"{'lat': 20.64981, 'lng': -156.137}\"\n",
            " \"{'lat': 20.71449, 'lng': -156.25085}\"]\n",
            "\n",
            "Unique Values for popularity\n",
            "[24.8931 18.0311 17.7821 ...  8.5066  8.324   2.4176]\n",
            "\n",
            "Unique Values for length\n",
            "[1.56105980e+04 6.92016200e+03 2.89681200e+03 3.37961400e+03\n",
            " 2.97727900e+04 1.12653800e+04 7.08109600e+03 2.57494400e+03\n",
            " 4.66708600e+03 6.59829400e+03 7.40296400e+03 4.82802000e+03\n",
            " 1.44840600e+03 6.14767880e+04 1.77027400e+03 6.75922800e+03\n",
            " 5.47175600e+03 1.46449940e+04 1.57715320e+04 1.11044460e+04\n",
            " 6.43736000e+02 9.49510600e+03 1.36793900e+04 2.01167500e+04\n",
            " 2.84853180e+04 4.98895400e+03 8.69043600e+03 2.68759780e+04\n",
            " 3.47617440e+04 1.96339480e+04 2.05995520e+04 9.01230400e+03\n",
            " 1.27137860e+04 1.31965880e+04 1.14263140e+04 1.86683440e+04\n",
            " 2.47838360e+04 8.85137000e+03 1.35184560e+04 1.49668620e+04\n",
            " 2.67150440e+04 2.15651560e+04 2.89681200e+04 1.60934000e+03\n",
            " 3.10602620e+04 3.21868000e+04 9.65604000e+03 4.50615200e+04\n",
            " 6.43736000e+03 5.95455800e+03 1.91511460e+04 1.43231260e+04\n",
            " 6.58220060e+04 4.60271240e+04 2.78415820e+04 1.44840600e+04\n",
            " 8.85137000e+04 3.86241600e+03 4.66708600e+04 4.98895400e+04\n",
            " 3.70148200e+03 2.46229020e+04 2.09214200e+03 7.56389800e+03\n",
            " 1.01388420e+04 9.65604000e+02 1.28747200e+03 1.65762020e+04\n",
            " 2.14042220e+04 1.04607100e+04 1.99558160e+04 5.31082200e+03\n",
            " 1.60934000e+02 8.04670000e+03 7.24203000e+03 1.93120800e+04\n",
            " 6.30861280e+04 4.82802000e+02 3.54054800e+03 1.60934000e+04\n",
            " 5.60050320e+04 4.94067380e+04 1.20700500e+04 8.52950200e+03\n",
            " 3.05774600e+03 4.92458040e+04 2.09214200e+04 1.16838084e+05\n",
            " 4.18428400e+03 1.12653800e+03 3.41180080e+04 3.25086680e+04\n",
            " 6.27642600e+03 2.51057040e+04 4.97286060e+04 2.73587800e+03\n",
            " 2.70369120e+04 4.08772360e+04 3.92678960e+04 9.33417200e+03\n",
            " 7.88576600e+03 5.14988800e+03 4.37740480e+04 2.41401000e+03\n",
            " 4.34521800e+03 9.17323800e+03 1.94730140e+04 5.08551440e+04\n",
            " 1.17481820e+04 4.55443220e+04 6.11549200e+03 8.36856800e+03\n",
            " 3.52445460e+04 3.18649320e+04 8.20763400e+03 5.76143720e+04\n",
            " 4.18428400e+04 2.94509220e+04 2.73587800e+04 3.58882820e+04\n",
            " 1.73808720e+04 6.64657420e+04 4.95676720e+04 3.63710840e+04\n",
            " 3.26696020e+04 1.02997760e+04 1.54496640e+04 4.61880580e+04\n",
            " 3.28305360e+04 1.93120800e+03 2.25307600e+03 1.15872480e+04\n",
            " 2.38182320e+04 1.97948820e+04 1.30356540e+04 1.89902120e+04\n",
            " 8.04670000e+02 1.19091160e+04 6.66266760e+04 1.38403240e+04\n",
            " 1.67371360e+04 4.50615200e+03 3.26856954e+05 2.17260900e+04\n",
            " 2.39791660e+04 3.21868000e+02 7.72483200e+03 1.52887300e+04\n",
            " 1.09435120e+04 9.49510600e+04 2.75197140e+04 2.10823540e+04\n",
            " 1.22309840e+04 1.75418060e+04 4.45787180e+04 3.37961400e+04\n",
            " 1.81855420e+04 3.23477340e+04 5.63269000e+03 2.83243840e+04\n",
            " 1.23919180e+04 3.21868000e+03 2.04386180e+04 5.79362400e+03\n",
            " 1.34701758e+05 3.46008100e+04 1.80246080e+04 9.28589180e+04\n",
            " 2.76806480e+04 4.15209720e+04 1.51277960e+04 2.30135620e+04\n",
            " 3.15430640e+04 3.91069620e+04 2.62322420e+04 9.17323800e+04\n",
            " 2.43010340e+04 1.06216440e+04 3.34742720e+04 1.28747200e+04\n",
            " 1.41621920e+04 3.49226780e+04 5.11770120e+04 4.23256420e+04\n",
            " 1.25528520e+04 9.97790800e+03 6.03502500e+04 3.02555920e+04\n",
            " 4.76364640e+04 1.33575220e+04 3.57273480e+04 3.95897640e+04\n",
            " 5.24644840e+04 3.62101500e+04 3.36352060e+04 8.83527660e+04\n",
            " 3.05774600e+04 1.09917922e+05 5.64878340e+04 5.21426160e+04\n",
            " 3.66929520e+04 4.68317940e+04 2.07604860e+04 1.14102206e+05\n",
            " 3.44398760e+04 3.83022920e+04 1.63508944e+05 1.07825780e+04\n",
            " 5.79362400e+04 3.50836120e+04 6.05111840e+04 1.40012580e+04\n",
            " 1.00905618e+05 4.39349820e+04 7.37077720e+04 2.54275720e+04\n",
            " 2.18870240e+04 1.78636740e+04 3.68538860e+04 3.07383940e+04\n",
            " 1.59324660e+04 2.28526280e+04 4.28084440e+04 7.06500260e+04\n",
            " 4.16819060e+04 1.19734896e+05 2.34963640e+04 3.84632260e+04\n",
            " 7.85357920e+04 4.24865760e+04 1.64152680e+04 1.70590040e+04\n",
            " 5.53612960e+04 1.62543340e+04 3.97506980e+04 7.40296400e+04\n",
            " 2.20479580e+04 2.81634500e+04 4.65099260e+04 5.82581080e+04\n",
            " 4.03944340e+04 1.68980700e+04 3.12211960e+04 2.22088920e+04\n",
            " 4.31303120e+04 5.29472860e+04 6.61438740e+04 2.44619680e+04\n",
            " 2.36572980e+04 4.82802000e+04 2.63931760e+04 5.10160780e+04\n",
            " 4.47396520e+04 3.29914700e+04 1.83464760e+04 1.32609616e+05\n",
            " 2.33354300e+04 1.40817250e+05 6.82360160e+04 4.02335000e+03\n",
            " 9.18933140e+04 3.86241600e+04 2.88071860e+04 4.86020680e+04\n",
            " 3.20258660e+04 6.29251940e+04 4.26475100e+04 5.58440980e+04\n",
            " 2.66989506e+05 8.77090300e+04 5.55222300e+04 3.99116320e+04\n",
            " 1.29230002e+05 2.55885060e+04 1.85074100e+04 2.26916940e+04\n",
            " 3.17039980e+04 8.67434260e+04 2.25307600e+04 1.00100948e+05\n",
            " 5.77753060e+04 5.80971740e+04 3.55664140e+04 5.06942100e+04\n",
            " 1.77027400e+04 3.13821300e+04 3.71757540e+04 6.59829400e+04\n",
            " 4.57052560e+04 2.59103740e+04 2.41401000e+04 3.33133380e+04\n",
            " 1.42426590e+05 6.85578840e+04 2.57494400e+04 2.33676168e+05\n",
            " 4.79583320e+04 9.81697400e+03 5.18207480e+04 6.75922800e+04\n",
            " 1.07182044e+05 4.73145960e+04 7.51561780e+04 2.80025160e+04\n",
            " 3.00946580e+04 1.20539566e+05 2.60713080e+04 8.40075480e+04\n",
            " 2.99337240e+04 4.02335000e+04 4.74755300e+04 9.12495780e+04\n",
            " 8.48122180e+04 5.72925040e+04 1.26815992e+05 9.91353440e+04\n",
            " 2.23698260e+04 2.21445184e+05 5.39128900e+04 3.39570740e+05\n",
            " 9.30198520e+04 1.72199380e+04 3.54054800e+04 1.48059280e+04\n",
            " 4.63489920e+04 6.27642600e+04 2.02776840e+04 2.31744960e+04\n",
            " 4.07163020e+04 2.49447700e+04 4.10381700e+04 3.74976220e+04\n",
            " 3.39570740e+04 3.08993280e+04 5.85799760e+04 1.43070326e+05\n",
            " 3.94288300e+04 4.36131140e+04 6.35689300e+04 3.76585560e+04\n",
            " 3.31524040e+04 7.88576600e+04 4.21647080e+04 4.71536620e+04\n",
            " 7.96623300e+04 7.59608480e+04 3.87850940e+04 2.71978460e+04\n",
            " 2.86462520e+04 5.05332760e+04 5.14988800e+04 4.11991040e+04\n",
            " 2.65541100e+04 6.96844220e+04 3.65320180e+04 3.73366880e+04\n",
            " 4.89239360e+04 8.69043600e+04 1.49507686e+05 1.88292780e+04\n",
            " 5.32691540e+04 4.81192660e+04 5.23035500e+04 8.99621060e+04\n",
            " 5.66487680e+04 2.92899880e+04 5.03723420e+04 3.70148200e+04\n",
            " 1.21666104e+05 2.52666380e+04 6.42126660e+04 6.01893160e+04\n",
            " 2.91290540e+04 5.26254180e+04 7.46733760e+04 4.40959160e+04\n",
            " 9.89744100e+04 4.44177840e+04 3.42789420e+04 5.27863520e+04\n",
            " 5.74534380e+04 4.32912460e+04 2.29009082e+05 8.07888680e+04\n",
            " 1.29551870e+05 7.53171120e+04 4.05553680e+04 6.16377220e+04\n",
            " 4.58661900e+04 2.96118560e+04 5.02114080e+04 4.20037740e+04\n",
            " 6.51782700e+04 3.04165260e+04 8.15935380e+04 1.06860176e+05\n",
            " 1.25850388e+05 4.53833880e+04 1.59002792e+05 3.60492160e+04\n",
            " 1.03963364e+05 7.98232640e+04 7.69264520e+04 5.16598140e+04\n",
            " 1.02675892e+05 0.00000000e+00 8.52950200e+04 6.55001380e+04\n",
            " 1.31322144e+05 7.80529900e+04 1.96822282e+05 4.69927280e+04\n",
            " 1.59324660e+05 1.67371360e+05 1.60612132e+05 1.68497898e+05\n",
            " 2.06478322e+05 1.68658832e+05 5.43956920e+04 6.98453560e+04\n",
            " 1.54818508e+05 5.47175600e+04 3.78194900e+04 5.29794728e+05\n",
            " 4.13600380e+04 5.19816820e+04 1.44035930e+05 5.31082200e+04\n",
            " 7.49952440e+04 6.56610720e+04 1.51277960e+05 4.87630020e+04\n",
            " 7.86967260e+04 4.49005860e+04 3.81413580e+04 4.34521800e+04\n",
            " 5.40738240e+04 7.48343100e+04 5.13379460e+04 1.59163726e+05\n",
            " 7.17765640e+04 6.19595900e+04 1.08630450e+05 6.22814580e+04\n",
            " 2.00201896e+05 8.93183700e+04 2.12432880e+04 4.42568500e+04\n",
            " 9.06058420e+04 5.50394280e+04 2.33998036e+05 9.62385320e+04\n",
            " 7.95013960e+04 1.10561658e+05 5.42347580e+04 6.46954680e+04\n",
            " 9.46291920e+04 9.78478720e+04 4.77973980e+04 5.34300880e+04]\n",
            "\n",
            "Unique Values for elevation_gain\n",
            "[1161.8976  507.7968   81.9912 ... 1171.956  1670.9136  510.8448]\n",
            "\n",
            "Unique Values for difficulty_rating\n",
            "[5 3 1 7]\n",
            "\n",
            "Unique Values for route_type\n",
            "['out and back' 'loop' 'point to point']\n",
            "\n",
            "Unique Values for visitor_usage\n",
            "[ 3.  1.  2. nan  4.]\n",
            "\n",
            "Unique Values for avg_rating\n",
            "[5.  4.5 4.  3.  3.5 0.  2.  1.  2.5 1.5]\n",
            "\n",
            "Unique Values for num_reviews\n",
            "[ 423  260  224  237  110   43   39   27   21    5   17   15    6    3\n",
            "   14    8   11   13    4    7    0    2  670  489  454  519  455  342\n",
            "  217  262  229  158  259  238  142   61  163  135   62   88   97   80\n",
            "  161   95   73  100   85   52   54   38  108   45   76  111  103   69\n",
            "   37   30   33   72   10   48   65   60   28   41   26   59   25   46\n",
            "   56   24   23   32   50   35   20   31   18   19   22   16    9   12\n",
            "    1  104   75   57   53   64 1869 1351 1196  701  925  685  754  577\n",
            "  344 1107  917  622  496  614  315  480  442  381  500  297  189  316\n",
            "  248  295  207  282  251  380  221  129  358  232  286  247  231  123\n",
            "  242  162  127  109   87  230  176  172  270  250  141  197  167   93\n",
            "  205   81   55  105  185  147  160   99  118  193  198   86  175  112\n",
            "  102  101  115  140  113  146   94  132   51   96   77   91   90  130\n",
            "   92  117   84   83   58   34   49   44   82   74   71   68   67   36\n",
            "   89   42   40   29   70   47 2991 1599 1651  841  866  888  883  724\n",
            "  824  927  448  397  522  476  550  340  370  368  267  107  309  222\n",
            "  277  240  228  183  190  131  206  173  149  128  106  119  122   79\n",
            "  125   63   66  150  204  157 1123  679  578  343  426  597  388  279\n",
            "  252  210  246  263  152  220  177 1198 1465  806  647  543  471  422\n",
            "  289  174  178  179  169  120  126  187   98  144  943  329  216  114\n",
            "  709  542  300  328  301  166  134  416  421  244  293  419  212 2122\n",
            " 1347 1109 1316  965  642  570  447  389  327  337  268  225  269  156\n",
            "  227  159  116  124  733  395  314  241  233  180 3903 2332 1877 1097\n",
            "  984 1067  830  941  546  725  617  432  740  620  814  605  451  290\n",
            "  445  465  398  261  288  532  280  264  338  199  148  133  211  196\n",
            "  209  155   78 1025 2278  624  633  524  438  364  467  446  323  312\n",
            "  181  186  138  191  873 1080  621  710  531  684  609  433  424  520\n",
            "  294  287  219  266  184  223  245  154  139  669  602  575  305  553\n",
            "  468  404  284  215  321  473  697  355  201]\n",
            "\n",
            "Unique Values for features\n",
            "[\"['dogs-no', 'forest', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'partially-paved', 'views', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'kids', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'lake', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'views', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'kids', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['forest', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'lake', 'kids', 'river', 'views', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'views']\"\n",
            " \"['dogs-no', 'lake', 'views', 'wildlife']\"\n",
            " \"['historic-site', 'river', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'kids', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['forest', 'kids', 'wildlife']\" \"['dogs-no', 'views']\"\n",
            " \"['forest', 'river', 'views', 'waterfall', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'river', 'views', 'wildlife']\"\n",
            " \"['dogs-no', 'views', 'wild-flowers']\" \"['kids', 'views', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake']\" \"['dogs-leash']\"\n",
            " \"['ada', 'beach', 'forest', 'lake', 'views']\" \"['beach', 'dogs-no']\"\n",
            " \"['dogs-no', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['cave', 'dogs-no', 'forest', 'partially-paved', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'views', 'wildlife']\"\n",
            " \"['ada', 'dogs-leash', 'kids', 'paved', 'strollers', 'views', 'wild-flowers']\"\n",
            " \"['ada', 'dogs-no', 'kids', 'strollers', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'dogs-no', 'kids', 'paved', 'river', 'strollers', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'kids', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'kids', 'partially-paved', 'views']\"\n",
            " \"['cave', 'dogs-no', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'river', 'views']\"\n",
            " \"['dogs-leash', 'kids', 'partially-paved', 'views']\"\n",
            " \"['dogs-no', 'river', 'views', 'wild-flowers']\"\n",
            " \"['dogs-no', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'views']\" \"['dogs-no', 'kids', 'views']\"\n",
            " \"['ada', 'dogs-no', 'forest', 'kids', 'partially-paved', 'strollers', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'views', 'waterfall']\"\n",
            " \"['beach', 'cave', 'dogs-no', 'forest', 'historic-site', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'kids', 'views']\"\n",
            " \"['dogs-leash', 'kids', 'paved', 'views']\"\n",
            " \"['dogs-leash', 'kids', 'views']\" \"['views', 'wild-flowers']\"\n",
            " \"['kids', 'paved', 'views']\"\n",
            " \"['dogs-no', 'river', 'views', 'waterfall', 'wildlife']\"\n",
            " \"['views', 'waterfall']\"\n",
            " \"['ada', 'dogs-leash', 'kids', 'partially-paved', 'strollers', 'views']\"\n",
            " \"['kids', 'views']\"\n",
            " \"['dogs-leash', 'kids', 'paved', 'views', 'wildlife']\"\n",
            " \"['dogs-leash', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['kids', 'partially-paved', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'dogs-no', 'historic-site', 'kids', 'paved', 'strollers', 'views']\"\n",
            " \"['beach', 'dogs-no', 'river', 'views', 'wildlife']\"\n",
            " \"['dogs-no', 'kids']\" \"['views']\"\n",
            " \"['dogs-no', 'kids', 'views', 'wild-flowers']\"\n",
            " \"['historic-site', 'kids']\" \"['beach', 'dogs-no', 'river', 'views']\"\n",
            " \"['beach', 'dogs-no', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'dogs-no', 'kids', 'strollers', 'views']\"\n",
            " \"['dogs-no', 'kids', 'views', 'wildlife']\" \"['dogs-no']\"\n",
            " \"['ada', 'dogs-leash', 'kids', 'paved', 'strollers', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['cave', 'dogs-no', 'views', 'wild-flowers']\"\n",
            " \"['river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-leash', 'kids', 'paved']\"\n",
            " \"['dogs-no', 'historic-site', 'kids', 'views', 'wild-flowers']\"\n",
            " \"['views', 'waterfall', 'wild-flowers']\"\n",
            " \"['beach', 'dogs-leash', 'river', 'views', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'kids', 'views']\" \"['views', 'wildlife']\"\n",
            " \"['dogs-no', 'historic-site', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'river', 'views', 'wildlife']\" \"['dogs-no', 'forest']\"\n",
            " \"['dogs-leash', 'historic-site', 'kids', 'views']\" '[]'\n",
            " \"['beach', 'cave', 'dogs-no', 'forest', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'dogs-no', 'forest', 'kids', 'strollers']\"\n",
            " \"['dogs-no', 'historic-site', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-leash', 'views']\" \"['dogs-no', 'kids', 'wild-flowers']\"\n",
            " \"['dogs-no', 'forest', 'historic-site', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['river', 'views', 'wild-flowers']\"\n",
            " \"['kids', 'river', 'views', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'hot-springs', 'views', 'wild-flowers']\"\n",
            " \"['dogs-leash', 'forest', 'kids', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-leash', 'kids', 'partially-paved']\"\n",
            " \"['dogs-leash', 'forest', 'kids', 'views', 'wild-flowers']\"\n",
            " \"['dogs-leash', 'views', 'wildlife']\"\n",
            " \"['ada', 'dogs-leash', 'forest', 'kids', 'paved', 'strollers']\"\n",
            " \"['city-walk', 'dogs-leash', 'forest', 'historic-site', 'views', 'wildlife']\"\n",
            " \"['forest', 'views']\"\n",
            " \"['ada', 'dogs-leash', 'forest', 'historic-site', 'kids', 'strollers', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['forest', 'kids', 'views', 'wildlife']\"\n",
            " \"['city-walk', 'dogs-leash', 'forest', 'kids', 'hot-springs', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'partially-paved', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'dogs-leash', 'forest', 'kids', 'partially-paved', 'river', 'strollers', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'dogs-leash', 'forest', 'kids', 'paved', 'strollers', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['forest', 'partially-paved', 'river', 'views', 'waterfall']\"\n",
            " \"['ada', 'dogs-no', 'forest', 'lake', 'kids', 'paved', 'river', 'strollers', 'views', 'waterfall', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'kids', 'partially-paved', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'hot-springs', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'dogs-no', 'forest', 'kids', 'paved', 'strollers', 'views']\"\n",
            " \"['dogs-leash', 'forest', 'kids', 'paved', 'strollers', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'dogs-no', 'forest', 'kids', 'paved', 'strollers', 'views', 'wildlife']\"\n",
            " \"['cave', 'dogs-no', 'forest', 'lake', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'historic-site', 'kids', 'partially-paved', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'river', 'views', 'waterfall', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'kids', 'river', 'views', 'wildlife']\"\n",
            " \"['ada', 'dogs-no', 'forest', 'kids', 'paved', 'river', 'strollers', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'dogs-no', 'forest', 'kids', 'paved', 'strollers', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'kids']\"\n",
            " \"['dogs-no', 'forest', 'historic-site', 'lake', 'kids', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'views', 'waterfall', 'wildlife']\"\n",
            " \"['cave', 'dogs-no', 'forest', 'kids', 'partially-paved', 'river', 'waterfall']\"\n",
            " \"['dogs-no', 'forest', 'kids', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'kids', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'views', 'wildlife']\"\n",
            " \"['beach', 'dogs-no', 'forest', 'lake', 'kids', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['cave', 'dogs-no', 'forest', 'lake', 'kids', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'kids', 'strollers', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'views', 'wild-flowers']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'kids', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['cave', 'dogs-no', 'kids', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['forest', 'lake', 'partially-paved', 'views']\"\n",
            " \"['dogs-no', 'forest', 'kids', 'views', 'wildlife']\"\n",
            " \"['forest', 'kids', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'river', 'views', 'waterfall', 'wild-flowers']\"\n",
            " \"['dogs-no', 'forest', 'kids', 'hot-springs', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'kids', 'wildlife']\"\n",
            " \"['dogs-no', 'lake', 'kids', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['cave', 'dogs-no']\"\n",
            " \"['ada', 'dogs-leash', 'forest', 'lake', 'kids', 'paved', 'strollers', 'views']\"\n",
            " \"['beach', 'dogs-no', 'kids', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'kids', 'partially-paved', 'waterfall']\"\n",
            " \"['beach', 'dogs-no', 'forest', 'views']\"\n",
            " \"['dogs-no', 'forest', 'kids', 'waterfall']\"\n",
            " \"['beach', 'dogs-no', 'views', 'wild-flowers']\"\n",
            " \"['dogs-no', 'forest', 'historic-site', 'kids']\"\n",
            " \"['beach', 'dogs-no', 'forest', 'lake', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'historic-site', 'lake', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'river']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'hot-springs', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'kids', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'river', 'views', 'waterfall', 'wildlife']\"\n",
            " \"['dogs-no', 'lake', 'kids', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'views', 'wild-flowers']\"\n",
            " \"['dogs-no', 'forest', 'kids', 'river', 'views', 'waterfall', 'wildlife']\"\n",
            " \"['beach', 'cave', 'dogs-no', 'historic-site', 'kids', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['kids', 'paved', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'kids', 'river', 'wild-flowers']\"\n",
            " \"['views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'hot-springs', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['forest', 'lake', 'kids', 'views', 'wildlife']\"\n",
            " \"['dogs-no', 'lake', 'hot-springs', 'wild-flowers']\"\n",
            " \"['dogs-no', 'river', 'views', 'waterfall', 'wild-flowers']\"\n",
            " \"['dogs-no', 'forest', 'kids', 'partially-paved', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'partially-paved', 'river', 'views', 'waterfall', 'wildlife']\"\n",
            " \"['forest', 'views', 'waterfall']\"\n",
            " \"['beach', 'dogs-no', 'forest', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'lake', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'kids', 'views', 'wild-flowers']\"\n",
            " \"['dogs-no', 'lake', 'kids', 'river', 'wild-flowers', 'wildlife']\"\n",
            " \"['river', 'views', 'waterfall', 'wildlife']\"\n",
            " \"['dogs-no', 'kids', 'river', 'views', 'wild-flowers']\"\n",
            " \"['ada', 'dogs-no', 'kids', 'partially-paved', 'river', 'strollers', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'lake', 'river', 'views', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'kids', 'views']\"\n",
            " \"['dogs-no', 'forest', 'partially-paved', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'views', 'waterfall', 'wild-flowers']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'dogs-no', 'forest', 'kids', 'strollers', 'views']\"\n",
            " \"['dogs-no', 'forest', 'historic-site', 'lake', 'partially-paved', 'river', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'river', 'views', 'waterfall']\"\n",
            " \"['beach', 'dogs-no', 'forest', 'kids', 'views']\"\n",
            " \"['dogs-no', 'wildlife']\"\n",
            " \"['beach', 'cave', 'dogs-no', 'forest', 'lake', 'hot-springs', 'river', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'kids', 'wildlife']\"\n",
            " \"['forest', 'lake', 'views', 'waterfall', 'wildlife']\"\n",
            " \"['forest', 'kids', 'river', 'views', 'waterfall', 'wildlife']\"\n",
            " \"['dogs-no', 'lake', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'historic-site', 'kids', 'views', 'wildlife']\"\n",
            " \"['cave', 'dogs-no', 'forest', 'river', 'views', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'kids', 'river', 'wild-flowers', 'wildlife']\"\n",
            " \"['beach', 'dogs-no', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'wild-flowers']\" \"['dogs-no', 'forest', 'kids', 'wildlife']\"\n",
            " \"['ada', 'forest', 'lake', 'hot-springs', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'lake', 'kids', 'views', 'wild-flowers']\"\n",
            " \"['forest', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'lake', 'views']\" \"['historic-site', 'views', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'kids', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['kids', 'waterfall']\"\n",
            " \"['ada', 'dogs-no', 'historic-site', 'kids', 'paved', 'strollers', 'views', 'wildlife']\"\n",
            " \"['cave', 'dogs-no', 'forest', 'historic-site', 'lake', 'kids', 'hot-springs', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'lake', 'views', 'wild-flowers']\"\n",
            " \"['dogs-no', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'kids', 'hot-springs']\" \"['lake', 'wild-flowers']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'partially-paved', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['forest', 'views', 'wildlife']\" \"['dogs-no', 'forest', 'lake', 'kids']\"\n",
            " \"['beach', 'dogs-no', 'kids', 'views', 'wild-flowers']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'kids', 'views', 'wild-flowers']\"\n",
            " \"['historic-site', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['cave', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'river', 'views']\" \"['kids']\"\n",
            " \"['forest', 'lake', 'views']\"\n",
            " \"['dogs-no', 'kids', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'kids', 'waterfall']\"\n",
            " \"['dogs-no', 'partially-paved', 'river', 'views', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'historic-site', 'lake', 'hot-springs', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['forest', 'river', 'views', 'waterfall']\"\n",
            " \"['dogs-no', 'historic-site', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'views', 'waterfall']\"\n",
            " \"['forest', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['forest', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['forest', 'views', 'waterfall', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'kids', 'views', 'wildlife']\"\n",
            " \"['rails-trails', 'dogs-no', 'forest', 'lake', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['cave', 'dogs-no', 'views', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'kids', 'river', 'views']\"\n",
            " \"['ada', 'kids', 'paved', 'views']\"\n",
            " \"['beach', 'dogs-no', 'views', 'wildlife']\" \"['beach', 'views']\"\n",
            " \"['dogs-no', 'forest', 'partially-paved', 'views']\" \"['lake', 'views']\"\n",
            " \"['dogs-no', 'lake', 'kids', 'wild-flowers']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'partially-paved', 'river', 'views', 'waterfall']\"\n",
            " \"['dogs-no', 'forest', 'kids', 'partially-paved', 'views', 'wildlife']\"\n",
            " \"['forest', 'historic-site', 'views', 'wild-flowers']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'kids', 'hot-springs', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['forest', 'lake', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'lake', 'views', 'waterfall']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'river', 'views', 'waterfall']\"\n",
            " \"['dogs-no', 'forest', 'wildlife']\"\n",
            " \"['dogs-no', 'historic-site', 'views', 'wild-flowers']\"\n",
            " \"['forest', 'lake', 'views', 'wild-flowers']\"\n",
            " \"['beach', 'river', 'views', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'river', 'views']\" \"['dogs-no', 'kids', 'river']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'river', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'historic-site', 'wild-flowers']\"\n",
            " \"['lake', 'kids', 'river', 'views']\"\n",
            " \"['forest', 'wild-flowers', 'wildlife']\" \"['dogs-no', 'lake', 'kids']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'partially-paved', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'historic-site', 'kids']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'hot-springs', 'views', 'waterfall', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'hot-springs', 'wild-flowers']\"\n",
            " \"['dogs-leash', 'forest', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'kids', 'paved', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['beach', 'cave', 'dogs-no', 'views', 'wildlife']\"\n",
            " \"['lake', 'river', 'views']\"\n",
            " \"['forest', 'lake', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['forest', 'river', 'views']\"\n",
            " \"['dogs-no', 'forest', 'kids', 'river', 'views', 'wild-flowers']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'waterfall', 'wild-flowers']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'river', 'waterfall']\"\n",
            " \"['dogs-no', 'lake', 'river', 'wildlife']\"\n",
            " \"['forest', 'lake', 'views', 'waterfall', 'wild-flowers']\"\n",
            " \"['beach', 'dogs-no', 'kids', 'wildlife']\"\n",
            " \"['cave', 'forest', 'lake', 'river', 'views', 'waterfall', 'wild-flowers']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'hot-springs', 'river', 'views', 'wild-flowers']\"\n",
            " \"['partially-paved', 'views']\"\n",
            " \"['forest', 'historic-site', 'views', 'wildlife']\"\n",
            " \"['beach', 'dogs-no', 'forest', 'lake', 'partially-paved', 'river', 'views']\"\n",
            " \"['forest', 'lake', 'views', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'kids', 'partially-paved', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'kids', 'partially-paved', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'dogs-no', 'forest', 'lake', 'kids', 'paved', 'river', 'strollers', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'kids', 'partially-paved', 'views', 'waterfall', 'wildlife']\"\n",
            " \"['dogs-no', 'lake', 'kids', 'views', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'kids', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'dogs-no', 'forest', 'lake', 'kids', 'strollers', 'views', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'kids', 'river', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'kids', 'partially-paved', 'views', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'kids', 'river', 'views', 'waterfall', 'wild-flowers']\"\n",
            " \"['beach', 'dogs-no', 'forest', 'lake', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['forest', 'lake', 'river', 'views']\"\n",
            " \"['dogs-no', 'kids', 'partially-paved', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'river', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'dogs-no', 'forest', 'lake', 'kids', 'strollers', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'kids', 'views', 'waterfall', 'wild-flowers']\"\n",
            " \"['dogs-no', 'lake', 'river', 'views', 'waterfall', 'wildlife']\"\n",
            " \"['forest', 'lake', 'river', 'views', 'waterfall']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'views', 'waterfall']\"\n",
            " \"['dogs-no', 'historic-site', 'kids', 'partially-paved', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['forest', 'lake', 'views', 'waterfall']\"\n",
            " \"['dogs-no', 'kids', 'paved', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'kids', 'partially-paved', 'strollers', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'lake', 'kids', 'views']\"\n",
            " \"['forest', 'kids', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'historic-site', 'lake', 'paved', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'river', 'views', 'wild-flowers']\"\n",
            " \"['forest', 'lake', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'dogs-no', 'kids', 'paved', 'strollers', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-leash', 'kids', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'dogs-no', 'forest', 'kids', 'strollers', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'kids', 'wild-flowers', 'wildlife']\"\n",
            " \"['kids', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'historic-site', 'kids', 'paved', 'river', 'views', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'river', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-leash', 'lake', 'views', 'waterfall', 'wild-flowers']\"\n",
            " \"['forest', 'lake', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'kids', 'river', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'river', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['lake', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['cave', 'dogs-no', 'kids', 'partially-paved', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['historic-site', 'views']\" \"['dogs-no', 'lake', 'river', 'views']\"\n",
            " \"['dogs-no', 'forest', 'river', 'views', 'wildlife']\"\n",
            " \"['river', 'views', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'kids', 'river', 'wildlife']\"\n",
            " \"['dogs-leash', 'lake', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'dogs-no', 'forest', 'kids', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'kids', 'river', 'views']\"\n",
            " \"['dogs-no', 'historic-site', 'kids', 'views']\"\n",
            " \"['forest', 'river', 'views', 'wildlife']\"\n",
            " \"['dogs-no', 'lake', 'waterfall', 'wild-flowers']\"\n",
            " \"['forest', 'lake', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'dogs-leash', 'forest', 'kids', 'strollers', 'views', 'wild-flowers']\"\n",
            " \"['forest', 'views', 'wild-flowers']\"\n",
            " \"['dogs-no', 'forest', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['lake', 'waterfall']\"\n",
            " \"['views', 'waterfall', 'wild-flowers', 'wildlife']\" \"['river', 'views']\"\n",
            " \"['forest', 'views', 'waterfall', 'wild-flowers']\"\n",
            " \"['forest', 'lake', 'waterfall']\"\n",
            " \"['forest', 'lake', 'kids', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs', 'views', 'wild-flowers']\"\n",
            " \"['forest', 'kids', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'lake', 'waterfall']\" \"['kids', 'views', 'wild-flowers']\"\n",
            " \"['dogs-no', 'kids', 'partially-paved', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'dogs-no', 'lake', 'kids', 'paved', 'strollers', 'views', 'wildlife']\"\n",
            " \"['beach', 'dogs-no', 'kids', 'paved', 'views', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'kids', 'strollers', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['beach', 'kids', 'views', 'wildlife']\"\n",
            " \"['beach', 'dogs-no', 'forest', 'lake', 'kids', 'wildlife']\"\n",
            " \"['dogs-leash', 'kids', 'views', 'wildlife']\"\n",
            " \"['beach', 'dogs-no', 'forest', 'kids', 'views', 'wildlife']\"\n",
            " \"['ada', 'dogs-no', 'lake', 'kids', 'strollers', 'views', 'wildlife']\"\n",
            " \"['dogs-no', 'kids', 'river', 'views', 'wildlife']\"\n",
            " \"['beach', 'dogs-no', 'forest', 'historic-site', 'kids', 'views', 'wildlife']\"\n",
            " \"['kids', 'wildlife']\"\n",
            " \"['beach', 'dogs-no', 'forest', 'lake', 'kids', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'beach', 'dogs-no', 'lake', 'kids', 'strollers', 'views', 'wild-flowers']\"\n",
            " \"['beach', 'dogs-no', 'lake', 'kids', 'views']\"\n",
            " \"['beach', 'lake', 'views', 'wildlife']\" \"['beach', 'kids']\"\n",
            " \"['ada', 'views']\" \"['forest', 'kids', 'river', 'views']\"\n",
            " \"['dogs-leash', 'forest', 'historic-site', 'wild-flowers']\"\n",
            " \"['dogs-leash', 'kids', 'views', 'wild-flowers']\"\n",
            " \"['dogs-leash', 'historic-site', 'kids']\"\n",
            " \"['cave', 'dogs-leash', 'forest', 'kids', 'river', 'views']\"\n",
            " \"['cave', 'dogs-leash', 'forest', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['cave', 'dogs-leash', 'forest', 'lake', 'kids', 'river', 'views']\"\n",
            " \"['cave', 'dogs-leash', 'forest', 'kids']\"\n",
            " \"['dogs-leash', 'forest', 'kids', 'river', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'kids', 'partially-paved']\"\n",
            " \"['dogs-leash', 'forest', 'views']\"\n",
            " \"['cave', 'dogs-leash', 'forest', 'historic-site', 'kids', 'partially-paved', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'lake', 'kids']\"\n",
            " \"['cave', 'dogs-leash', 'forest']\"\n",
            " \"['rails-trails', 'dogs-leash', 'forest', 'historic-site', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'cave', 'dogs-leash', 'forest', 'kids', 'strollers', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'dogs-leash', 'lake', 'kids', 'strollers', 'views', 'wild-flowers']\"\n",
            " \"['dogs-leash', 'kids', 'river', 'views', 'wild-flowers']\"\n",
            " \"['ada', 'dogs-leash', 'forest', 'kids', 'river', 'strollers', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'kids', 'river']\"\n",
            " \"['dogs-leash', 'forest', 'river', 'views']\"\n",
            " \"['dogs-leash', 'forest', 'kids', 'wildlife']\" \"['dogs-leash', 'forest']\"\n",
            " \"['dogs-leash', 'forest', 'kids']\"\n",
            " \"['dogs-leash', 'forest', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'kids', 'views', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'kids', 'partially-paved', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'lake', 'kids', 'partially-paved', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['beach', 'dogs-leash', 'forest', 'kids', 'partially-paved', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['beach', 'dogs-leash', 'forest', 'kids', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['beach', 'cave', 'dogs-leash', 'forest', 'kids', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'lake', 'kids', 'views', 'wildlife']\"\n",
            " \"['ada', 'dogs-leash', 'kids', 'paved', 'strollers', 'views']\"\n",
            " \"['dogs-leash', 'forest', 'views', 'wild-flowers']\"\n",
            " \"['dogs', 'forest', 'kids', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['beach', 'dogs-leash', 'kids', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['beach', 'dogs-leash', 'forest', 'kids', 'views', 'wildlife']\"\n",
            " \"['beach', 'dogs-leash', 'forest', 'kids', 'views', 'wild-flowers']\"\n",
            " \"['dogs-leash', 'forest', 'lake', 'kids', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['beach', 'dogs-leash', 'forest', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['beach', 'dogs-no', 'kids', 'paved', 'views']\"\n",
            " \"['dogs-leash', 'forest', 'lake', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['beach', 'forest', 'lake', 'views', 'wildlife']\"\n",
            " \"['beach', 'dogs-no', 'lake', 'views', 'wildlife']\"\n",
            " \"['beach', 'dogs-leash', 'forest', 'kids', 'views']\"\n",
            " \"['dogs-leash', 'lake', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['beach', 'dogs', 'kids', 'partially-paved', 'views', 'wildlife']\"\n",
            " \"['dogs', 'forest', 'views', 'wild-flowers']\"\n",
            " \"['dogs-leash', 'views', 'wild-flowers']\"\n",
            " \"['dogs-leash', 'forest', 'kids', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'lake', 'views', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'views', 'wildlife']\"\n",
            " \"['dogs-leash', 'waterfall']\" \"['dogs', 'forest', 'lake', 'kids']\"\n",
            " \"['dogs-leash', 'forest', 'lake', 'kids', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['beach', 'forest', 'kids', 'views', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'lake', 'views', 'wild-flowers']\"\n",
            " \"['dogs-leash', 'forest', 'kids', 'river', 'views', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'lake', 'views']\"\n",
            " \"['dogs-leash', 'forest', 'lake', 'kids', 'views']\"\n",
            " \"['beach', 'dogs', 'forest', 'lake', 'kids', 'views']\"\n",
            " \"['forest', 'historic-site', 'kids', 'views', 'waterfall', 'wildlife']\"\n",
            " \"['beach', 'dogs-leash', 'kids', 'views', 'wildlife']\"\n",
            " \"['dogs', 'forest', 'lake', 'river', 'views', 'wildlife']\"\n",
            " \"['forest', 'lake', 'kids', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs', 'forest', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['lake', 'kids', 'views', 'wildlife']\" \"['dogs-no', 'lake']\"\n",
            " \"['beach', 'dogs-leash', 'views', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'river', 'wildlife']\"\n",
            " \"['forest', 'lake', 'river', 'views', 'wildlife']\"\n",
            " \"['ada', 'city-walk', 'dogs-leash', 'paved', 'river', 'strollers']\"\n",
            " \"['ada', 'city-walk', 'dogs-leash', 'kids', 'river', 'strollers']\"\n",
            " \"['ada', 'dogs-no', 'forest', 'lake', 'kids', 'river', 'strollers', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['beach', 'dogs-no', 'forest', 'lake', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'kids', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['forest', 'lake', 'kids', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'cave', 'dogs-no', 'forest', 'kids', 'river', 'strollers', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'lake', 'kids', 'river', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'kids', 'hot-springs', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'lake', 'kids', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'kids', 'river', 'views', 'wildlife']\"\n",
            " \"['dogs-no', 'lake', 'kids', 'river', 'waterfall', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'river', 'waterfall', 'wild-flowers']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'river']\"\n",
            " \"['beach', 'dogs-no', 'forest', 'lake', 'kids', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['beach', 'cave', 'dogs-no', 'forest', 'lake', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'lake', 'kids', 'views', 'waterfall', 'wild-flowers']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'kids', 'views', 'waterfall', 'wildlife']\"\n",
            " \"['dogs-no', 'lake', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'kids', 'waterfall']\"\n",
            " \"['beach', 'dogs-no', 'forest', 'kids', 'river', 'views', 'waterfall', 'wild-flowers']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'views', 'waterfall', 'wildlife']\"\n",
            " \"['dogs-no', 'historic-site', 'lake', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'views', 'waterfall', 'wild-flowers']\"\n",
            " \"['dogs', 'forest', 'kids', 'river', 'views', 'wildlife']\"\n",
            " \"['cave', 'dogs-no', 'kids', 'partially-paved', 'views', 'wild-flowers']\"\n",
            " \"['ada', 'cave', 'forest', 'lake', 'kids', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['cave', 'dogs-leash', 'forest', 'kids', 'views', 'wild-flowers']\"\n",
            " \"['ada', 'cave', 'dogs-no', 'kids', 'paved', 'strollers', 'views']\"\n",
            " \"['cave', 'dogs-no', 'kids', 'views']\"\n",
            " \"['dogs-no', 'forest', 'kids', 'paved', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'dogs', 'forest', 'kids', 'partially-paved', 'river', 'strollers', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'kids', 'wild-flowers']\"\n",
            " \"['beach', 'dogs-no', 'forest', 'kids', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'dogs-no', 'forest', 'kids', 'partially-paved', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['cave', 'forest', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'kids', 'waterfall', 'wild-flowers']\"\n",
            " \"['forest', 'river', 'waterfall']\"\n",
            " \"['dogs-no', 'forest', 'wild-flowers']\"\n",
            " \"['dogs-leash', 'forest', 'river', 'views', 'wild-flowers']\"\n",
            " \"['forest', 'wild-flowers']\" \"['dogs-no', 'forest', 'waterfall']\"\n",
            " \"['dogs-leash', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'river']\"\n",
            " \"['dogs-no', 'historic-site', 'kids', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['wildlife']\" \"['river']\"\n",
            " \"['cave', 'dogs-leash', 'forest', 'historic-site', 'kids', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'historic-site', 'kids', 'partially-paved', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'kids', 'partially-paved', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-leash', 'kids', 'views', 'waterfall']\"\n",
            " \"['dogs-leash', 'forest', 'lake', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'kids', 'views', 'waterfall', 'wild-flowers']\"\n",
            " \"['dogs-leash', 'forest', 'historic-site', 'kids', 'river', 'views']\"\n",
            " \"['dogs-leash', 'kids', 'river', 'views', 'wildlife']\"\n",
            " \"['dogs-leash', 'kids']\"\n",
            " \"['dogs-leash', 'forest', 'kids', 'river', 'views']\"\n",
            " \"['dogs-leash', 'forest', 'historic-site', 'views', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'river', 'views', 'waterfall']\"\n",
            " \"['dogs-leash', 'forest', 'historic-site', 'kids', 'views', 'wild-flowers']\"\n",
            " \"['forest', 'kids', 'views', 'waterfall', 'wildlife']\"\n",
            " \"['forest', 'kids', 'views']\" \"['lake', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'river', 'views', 'wildlife']\"\n",
            " \"['dogs-leash', 'kids', 'wildlife']\" \"['dogs-leash', 'forest', 'river']\"\n",
            " \"['dogs-leash', 'lake', 'wildlife']\" \"['forest', 'lake']\"\n",
            " \"['forest', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'kids', 'partially-paved', 'river', 'views', 'wildlife']\"\n",
            " \"['beach', 'dogs-no', 'forest', 'lake', 'kids', 'paved', 'views', 'wildlife']\"\n",
            " \"['ada', 'dogs-no', 'forest', 'kids', 'river', 'strollers', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['forest', 'lake', 'kids', 'paved', 'views', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'kids', 'river', 'views', 'wild-flowers']\"\n",
            " \"['dogs-leash', 'forest', 'lake', 'kids', 'river', 'views', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'river', 'wild-flowers', 'wildlife']\"\n",
            " \"['beach', 'forest', 'river', 'views']\"\n",
            " \"['cave', 'dogs-no', 'kids', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'kids', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'dogs-no', 'kids', 'strollers', 'views', 'wild-flowers']\"\n",
            " \"['cave', 'dogs-no', 'forest', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'kids', 'paved', 'views', 'waterfall', 'wildlife']\"\n",
            " \"['ada', 'dogs-no', 'kids', 'paved', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['cave', 'dogs-no', 'forest', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'kids', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'dogs-no', 'forest', 'kids', 'partially-paved', 'river', 'strollers', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'historic-site', 'kids', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['historic-site', 'kids', 'river', 'waterfall']\"\n",
            " \"['dogs-no', 'forest', 'river', 'waterfall', 'wild-flowers']\"\n",
            " \"['dogs-no', 'forest', 'kids', 'views', 'waterfall']\"\n",
            " \"['dogs-no', 'forest', 'kids', 'river']\"\n",
            " \"['dogs-no', 'forest', 'partially-paved', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'kids', 'partially-paved', 'strollers', 'views']\"\n",
            " \"['dogs-no', 'forest', 'historic-site', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'waterfall']\" \"['forest', 'historic-site']\"\n",
            " \"['ada', 'dogs-no', 'strollers', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'waterfall', 'wildlife']\"\n",
            " \"['forest', 'historic-site', 'views']\"\n",
            " \"['rails-trails', 'beach', 'dogs-no', 'kids', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'hot-springs', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'kids', 'hot-springs', 'river', 'views', 'wild-flowers']\"\n",
            " \"['ada', 'dogs-no', 'kids', 'partially-paved', 'strollers', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'views', 'waterfall', 'wildlife']\"\n",
            " \"['ada', 'historic-site', 'kids', 'paved', 'river', 'views']\"\n",
            " \"['dogs-no', 'forest', 'river', 'views', 'wild-flowers']\"\n",
            " \"['cave', 'dogs-no', 'forest', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'historic-site', 'kids', 'river', 'views', 'wild-flowers']\"\n",
            " \"['dogs-no', 'historic-site', 'views']\"\n",
            " \"['dogs-no', 'kids', 'partially-paved', 'views', 'wild-flowers']\"\n",
            " \"['ada', 'dogs-no', 'kids', 'paved', 'strollers', 'views', 'wild-flowers']\"\n",
            " \"['dogs-leash', 'kids', 'paved', 'river', 'views', 'wild-flowers']\"\n",
            " \"['ada', 'kids', 'views']\"\n",
            " \"['dogs-no', 'lake', 'kids', 'paved', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'dogs-no', 'kids', 'paved', 'strollers']\"\n",
            " \"['dogs-no', 'historic-site', 'hot-springs', 'river', 'views', 'wildlife']\"\n",
            " \"['dogs-no', 'historic-site', 'views', 'wildlife']\"\n",
            " \"['dogs-no', 'partially-paved', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'beach', 'dogs-no', 'forest', 'kids', 'partially-paved', 'river', 'strollers', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['cave', 'dogs-no', 'forest', 'kids', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['cave', 'dogs-no', 'partially-paved', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'partially-paved', 'views', 'wildlife']\"\n",
            " \"['dogs-no', 'river', 'views', 'waterfall']\"\n",
            " \"['ada', 'dogs-no', 'kids', 'paved', 'river', 'strollers', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['cave', 'dogs-no', 'forest', 'kids', 'river', 'views', 'waterfall', 'wildlife']\"\n",
            " \"['ada', 'dogs-no', 'kids', 'paved', 'river', 'views']\"\n",
            " \"['dogs-no', 'forest', 'historic-site', 'kids', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'dogs-leash', 'forest', 'kids', 'partially-paved', 'river', 'strollers', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'cave', 'dogs-no', 'historic-site', 'kids', 'paved', 'views', 'waterfall']\"\n",
            " \"['dogs-no', 'partially-paved', 'river', 'views', 'wild-flowers']\"\n",
            " \"['ada', 'dogs-no', 'kids', 'paved', 'strollers', 'views', 'wildlife']\"\n",
            " \"['dogs-no', 'kids', 'river', 'views', 'waterfall', 'wild-flowers']\"\n",
            " \"['ada', 'dogs-no', 'kids', 'partially-paved', 'strollers', 'views', 'wild-flowers']\"\n",
            " \"['dogs-no', 'historic-site', 'wild-flowers', 'wildlife']\"\n",
            " \"['kids', 'partially-paved', 'views']\"\n",
            " \"['dogs-no', 'historic-site', 'kids', 'river', 'views', 'wildlife']\"\n",
            " \"['ada', 'dogs-no', 'kids', 'river', 'strollers', 'views', 'wild-flowers']\"\n",
            " \"['ada', 'dogs-no', 'forest', 'kids', 'partially-paved', 'strollers', 'views', 'wildlife']\"\n",
            " \"['ada', 'dogs-no', 'kids', 'views', 'wildlife']\"\n",
            " \"['cave', 'dogs-no', 'historic-site', 'river', 'views', 'waterfall', 'wildlife']\"\n",
            " \"['kids', 'views', 'waterfall', 'wild-flowers']\"\n",
            " \"['paved', 'views', 'wild-flowers']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'kids', 'paved', 'views', 'wild-flowers']\"\n",
            " \"['dogs-no', 'historic-site', 'river', 'views']\"\n",
            " \"['kids', 'river', 'views']\"\n",
            " \"['dogs-no', 'historic-site', 'kids', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'historic-site', 'river', 'waterfall']\"\n",
            " \"['dogs-no', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'lake', 'river', 'views', 'waterfall', 'wild-flowers']\"\n",
            " \"['dogs-no', 'lake', 'kids', 'river', 'views', 'waterfall', 'wild-flowers']\"\n",
            " \"['lake', 'river', 'views', 'wildlife']\"\n",
            " \"['partially-paved', 'views', 'wild-flowers']\"\n",
            " \"['dogs-no', 'forest', 'partially-paved', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['beach', 'dogs-no', 'forest', 'kids', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['beach', 'dogs-leash', 'forest', 'kids', 'river', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['beach', 'dogs-leash', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'kids', 'river', 'views', 'waterfall']\"\n",
            " \"['beach', 'dogs-no', 'forest', 'kids', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'waterfall']\"\n",
            " \"['dogs-no', 'forest', 'river', 'views', 'waterfall', 'wild-flowers']\"\n",
            " \"['dogs-no', 'kids', 'river', 'views', 'waterfall', 'wildlife']\"\n",
            " \"['cave', 'dogs-leash', 'views', 'waterfall', 'wild-flowers']\"\n",
            " \"['dogs-leash', 'forest', 'lake', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'kids', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'dogs-leash', 'kids', 'paved', 'river', 'strollers', 'views', 'wild-flowers']\"\n",
            " \"['dogs', 'forest', 'lake', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['beach', 'dogs-leash', 'river', 'views', 'waterfall', 'wildlife']\"\n",
            " \"['beach', 'dogs-leash', 'forest', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'river', 'views', 'waterfall', 'wild-flowers']\"\n",
            " \"['dogs-leash', 'forest', 'kids', 'river', 'views', 'waterfall', 'wild-flowers']\"\n",
            " \"['dogs-leash', 'kids', 'wild-flowers']\"\n",
            " \"['dogs', 'forest', 'kids', 'views', 'wild-flowers']\" \"['forest']\"\n",
            " \"['dogs-leash', 'forest', 'historic-site', 'river', 'views', 'wildlife']\"\n",
            " \"['dogs-leash', 'river', 'views', 'waterfall']\"\n",
            " \"['dogs-leash', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['cave', 'dogs-leash', 'forest', 'river', 'views', 'waterfall', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'river', 'waterfall', 'wild-flowers']\"\n",
            " \"['dogs-leash', 'river', 'views', 'wildlife']\"\n",
            " \"['dogs', 'forest', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'views', 'waterfall']\"\n",
            " \"['dogs', 'forest', 'views', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'river', 'views', 'waterfall', 'wildlife']\"\n",
            " \"['beach', 'dogs-leash', 'forest', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['beach', 'dogs-leash', 'waterfall', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'kids', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'historic-site', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'kids', 'river', 'views', 'waterfall', 'wildlife']\"\n",
            " \"['cave', 'dogs-leash', 'hot-springs', 'river', 'waterfall', 'wild-flowers']\"\n",
            " \"['dogs', 'forest', 'river', 'views']\"\n",
            " \"['dogs-leash', 'forest', 'river', 'waterfall']\"\n",
            " \"['dogs-leash', 'forest', 'river', 'wildlife']\"\n",
            " \"['dogs', 'forest', 'river', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['forest', 'river', 'wildlife']\" \"['dogs-leash', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'historic-site', 'kids', 'river', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-leash', 'historic-site', 'river']\"\n",
            " \"['dogs-leash', 'kids', 'paved', 'strollers']\" \"['dogs', 'wild-flowers']\"\n",
            " \"['rails-trails', 'ada', 'cave', 'dogs-leash', 'forest', 'lake', 'kids', 'strollers', 'views', 'wild-flowers']\"\n",
            " \"['ada', 'dogs-no', 'forest', 'kids', 'paved', 'strollers', 'views', 'wild-flowers']\"\n",
            " \"['beach', 'cave', 'dogs-no', 'forest', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'dogs-leash', 'forest', 'kids', 'river', 'strollers', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'dogs-no', 'forest', 'kids', 'paved', 'strollers', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['beach', 'dogs-no', 'forest', 'river', 'views', 'wildlife']\"\n",
            " \"['beach', 'dogs-no', 'forest', 'lake', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'kids', 'river', 'views', 'waterfall', 'wildlife']\"\n",
            " \"['beach', 'dogs-leash', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'kids', 'hot-springs', 'partially-paved', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'lake', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'river', 'wildlife']\"\n",
            " \"['cave', 'dogs-no', 'views']\"\n",
            " \"['dogs-no', 'forest', 'partially-paved', 'views', 'waterfall', 'wild-flowers']\"\n",
            " \"['dogs-no', 'lake', 'wild-flowers', 'wildlife']\"\n",
            " \"['cave', 'dogs-no', 'river', 'views', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'hot-springs', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-leash', 'forest', 'kids', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['beach', 'dogs-no', 'river', 'views', 'wild-flowers']\"\n",
            " \"['beach', 'forest', 'lake', 'kids', 'hot-springs', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'hot-springs', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['lake', 'kids', 'wild-flowers']\"\n",
            " \"['beach', 'dogs-no', 'lake', 'kids', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'kids', 'hot-springs', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['beach', 'dogs-no', 'kids', 'river', 'views', 'wild-flowers']\"\n",
            " \"['dogs-no', 'kids', 'river', 'wild-flowers']\"\n",
            " \"['dogs-no', 'forest', 'kids', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'hot-springs', 'river', 'views', 'waterfall']\"\n",
            " \"['dogs-leash', 'views', 'waterfall']\"\n",
            " \"['forest', 'historic-site', 'lake', 'river', 'wild-flowers', 'wildlife']\"\n",
            " \"['forest', 'waterfall', 'wild-flowers']\"\n",
            " \"['beach', 'dogs-no', 'forest', 'kids', 'river', 'views']\"\n",
            " \"['dogs-leash', 'forest', 'lake', 'kids', 'river', 'views', 'wild-flowers']\"\n",
            " \"['dogs-no', 'forest', 'kids', 'river', 'views', 'waterfall']\"\n",
            " \"['forest', 'kids', 'river', 'views', 'waterfall', 'wild-flowers']\"\n",
            " \"['forest', 'lake', 'river', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'kids', 'hot-springs', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'kids', 'hot-springs', 'river', 'views', 'wildlife']\"\n",
            " \"['beach', 'dogs-no', 'forest', 'lake', 'kids', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'dogs-no', 'kids', 'hot-springs', 'paved', 'river', 'strollers', 'views', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'hot-springs', 'partially-paved', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['beach', 'dogs-no', 'lake', 'kids', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'beach', 'dogs-no', 'forest', 'lake', 'kids', 'river', 'strollers', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'kids', 'hot-springs', 'views', 'waterfall', 'wildlife']\"\n",
            " \"['dogs-no', 'kids', 'hot-springs', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'kids', 'hot-springs', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'historic-site', 'kids', 'hot-springs', 'river', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'dogs-no', 'kids', 'hot-springs', 'paved', 'strollers', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'kids', 'hot-springs', 'partially-paved', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'hot-springs', 'views', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'kids', 'hot-springs', 'river']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'kids', 'hot-springs', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'dogs-no', 'kids', 'hot-springs', 'river', 'strollers', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['beach', 'dogs-no', 'lake', 'kids', 'views', 'wildlife']\"\n",
            " \"['ada', 'dogs-no', 'kids', 'paved', 'river', 'strollers', 'views', 'waterfall']\"\n",
            " \"['dogs-no', 'lake', 'kids', 'hot-springs', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'hot-springs', 'river', 'views', 'wildlife']\"\n",
            " \"['dogs-no', 'kids', 'hot-springs', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'kids', 'paved', 'river', 'waterfall']\"\n",
            " \"['ada', 'dogs-no', 'historic-site', 'kids', 'river', 'strollers', 'views']\"\n",
            " \"['dogs-no', 'lake', 'kids', 'wildlife']\"\n",
            " \"['dogs-no', 'lake', 'wild-flowers']\"\n",
            " \"['dogs-no', 'kids', 'river', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['kids', 'hot-springs']\"\n",
            " \"['dogs-leash', 'forest', 'lake', 'kids', 'paved', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'river', 'waterfall', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'kids', 'partially-paved', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'dogs-no', 'forest', 'lake', 'kids', 'hot-springs', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'hot-springs', 'river', 'views', 'waterfall', 'wildlife']\"\n",
            " \"['dogs-no', 'kids', 'river', 'views', 'waterfall']\"\n",
            " \"['dogs-no', 'forest', 'hot-springs', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'dogs-no', 'forest', 'lake', 'kids', 'strollers', 'waterfall', 'wildlife']\"\n",
            " \"['lake', 'kids', 'views']\"\n",
            " \"['dogs-no', 'lake', 'river', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'historic-site', 'kids', 'hot-springs', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'kids', 'hot-springs', 'river', 'views', 'waterfall', 'wildlife']\"\n",
            " \"['beach', 'dogs-no', 'forest', 'lake', 'wild-flowers']\"\n",
            " \"['dogs-no', 'hot-springs', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'dogs-no', 'forest', 'lake', 'kids', 'paved', 'river', 'views', 'wildlife']\"\n",
            " \"['lake', 'kids', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['ada', 'beach', 'dogs-no', 'forest', 'lake', 'kids', 'hot-springs', 'paved', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'lake', 'hot-springs', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'lake', 'hot-springs', 'river', 'views', 'wildlife']\"\n",
            " \"['dogs-no', 'lake', 'kids', 'river', 'views', 'waterfall', 'wildlife']\"\n",
            " \"['lake', 'views', 'wild-flowers']\"\n",
            " \"['dogs-no', 'hot-springs', 'partially-paved', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['lake', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['lake', 'kids', 'river', 'views', 'wildlife']\"\n",
            " \"['dogs', 'forest', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['beach', 'dogs-no', 'forest', 'lake', 'hot-springs', 'partially-paved', 'river', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'lake', 'wildlife']\" \"['dogs-no', 'river', 'wildlife']\"\n",
            " \"['beach', 'dogs-no', 'lake', 'hot-springs', 'partially-paved', 'river', 'views', 'waterfall', 'wild-flowers', 'wildlife']\"\n",
            " \"['lake', 'views', 'waterfall']\"\n",
            " \"['forest', 'lake', 'hot-springs', 'river', 'views', 'waterfall', 'wild-flowers']\"\n",
            " \"['beach', 'lake', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['rails-trails', 'dogs-no', 'hot-springs', 'views']\"\n",
            " \"['historic-site', 'kids', 'views', 'wildlife']\"\n",
            " \"['ada', 'dogs-no', 'forest', 'historic-site', 'kids', 'paved', 'strollers', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['beach', 'cave', 'dogs-no', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['dogs-no', 'forest', 'historic-site', 'views', 'wild-flowers', 'wildlife']\"\n",
            " \"['beach', 'dogs-no', 'views']\"\n",
            " \"['dogs-no', 'forest', 'historic-site', 'kids', 'views', 'wild-flowers']\"\n",
            " \"['cave', 'dogs-no', 'forest', 'kids', 'partially-paved', 'wild-flowers']\"]\n",
            "\n",
            "Unique Values for activities\n",
            "[\"['birding', 'camping', 'hiking', 'nature-trips', 'trail-running']\"\n",
            " \"['birding', 'camping', 'hiking', 'nature-trips', 'walking']\"\n",
            " \"['hiking', 'walking']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'trail-running', 'walking']\"\n",
            " \"['birding', 'fishing', 'hiking', 'nature-trips', 'trail-running']\"\n",
            " \"['hiking', 'nature-trips']\" \"['hiking']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'walking']\"\n",
            " \"['backpacking', 'camping', 'hiking', 'nature-trips']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'walking', 'sea-kayaking']\"\n",
            " \"['hiking', 'trail-running']\" \"['hiking', 'trail-running', 'canoeing']\"\n",
            " \"['hiking', 'nature-trips', 'trail-running', 'walking']\"\n",
            " \"['hiking', 'nature-trips', 'walking']\"\n",
            " \"['hiking', 'nature-trips', 'trail-running']\"\n",
            " \"['hiking', 'mountain-biking', 'nature-trips', 'walking']\"\n",
            " \"['backpacking', 'hiking']\"\n",
            " \"['birding', 'camping', 'hiking', 'nature-trips', 'walking', 'horseback-riding']\"\n",
            " \"['backpacking', 'birding', 'hiking', 'nature-trips']\"\n",
            " \"['backpacking', 'birding', 'camping', 'hiking', 'nature-trips']\"\n",
            " \"['walking']\" \"['backpacking', 'camping', 'hiking', 'trail-running']\"\n",
            " \"['backpacking', 'hiking', 'nature-trips']\"\n",
            " \"['hiking', 'trail-running', 'horseback-riding']\"\n",
            " \"['backpacking', 'birding', 'hiking', 'nature-trips', 'trail-running', 'walking']\"\n",
            " \"['birding', 'hiking', 'nature-trips']\"\n",
            " \"['backpacking', 'camping', 'hiking']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'trail-running', 'walking', 'horseback-riding']\"\n",
            " \"['backpacking', 'birding', 'camping', 'hiking', 'nature-trips', 'trail-running']\"\n",
            " \"['backpacking', 'birding', 'hiking', 'nature-trips', 'trail-running']\"\n",
            " \"['hiking', 'trail-running', 'walking']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'walking', 'horseback-riding']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'horseback-riding']\"\n",
            " \"['backpacking', 'hiking', 'trail-running']\"\n",
            " \"['backpacking', 'camping', 'hiking', 'trail-running', 'horseback-riding']\"\n",
            " \"['backpacking', 'camping', 'nature-trips']\" \"['camping', 'hiking']\"\n",
            " \"['hiking', 'nature-trips', 'horseback-riding']\"\n",
            " \"['birding', 'hiking', 'trail-running']\"\n",
            " \"['nature-trips', 'scenic-driving']\"\n",
            " \"['backpacking', 'camping', 'hiking', 'nature-trips', 'trail-running']\"\n",
            " \"['backpacking', 'birding', 'camping', 'hiking', 'nature-trips', 'trail-running', 'walking', 'horseback-riding']\"\n",
            " \"['birding', 'mountain-biking', 'nature-trips', 'scenic-driving']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'trail-running', 'horseback-riding']\"\n",
            " \"['birding', 'hiking', 'walking']\"\n",
            " \"['birding', 'hiking', 'mountain-biking', 'nature-trips', 'trail-running', 'walking', 'horseback-riding']\"\n",
            " \"['backpacking', 'birding', 'camping', 'hiking', 'trail-running']\"\n",
            " \"['camping', 'nature-trips', 'road-biking', 'walking']\"\n",
            " \"['backpacking', 'camping', 'hiking', 'trail-running', 'walking']\"\n",
            " \"['off-road-driving']\" \"['birding', 'hiking', 'road-biking', 'walking']\"\n",
            " \"['hiking', 'trail-running', 'walking', 'horseback-riding']\"\n",
            " \"['hiking', 'horseback-riding']\" \"['road-biking', 'scenic-driving']\"\n",
            " \"['backpacking', 'birding', 'camping', 'hiking', 'nature-trips', 'walking']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'trail-running']\"\n",
            " \"['birding', 'hiking', 'trail-running', 'horseback-riding']\"\n",
            " \"['backpacking', 'birding', 'camping', 'hiking', 'nature-trips', 'trail-running', 'walking']\"\n",
            " \"['backpacking', 'birding', 'hiking', 'mountain-biking', 'nature-trips', 'walking']\"\n",
            " \"['nature-trips', 'off-road-driving']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'road-biking', 'trail-running', 'walking']\"\n",
            " \"['nature-trips', 'trail-running', 'walking']\"\n",
            " \"['hiking', 'nature-trips', 'rock-climbing']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'rock-climbing', 'walking']\"\n",
            " \"['backpacking', 'birding', 'camping', 'hiking', 'nature-trips', 'trail-running', 'horseback-riding']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'snowshoeing', 'walking', 'cross-country-skiing']\"\n",
            " \"['birding', 'camping', 'hiking', 'nature-trips', 'rock-climbing', 'trail-running', 'cross-country-skiing']\"\n",
            " \"['birding', 'fishing', 'hiking', 'horseback-riding']\"\n",
            " \"['backpacking', 'birding', 'camping', 'fishing', 'hiking', 'nature-trips', 'fly-fishing']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'rock-climbing', 'trail-running', 'walking']\"\n",
            " \"['birding', 'camping', 'hiking', 'nature-trips', 'trail-running', 'walking']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'snowshoeing', 'walking']\"\n",
            " \"['backpacking', 'birding', 'fishing', 'hiking', 'nature-trips', 'trail-running', 'walking', 'horseback-riding']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'rock-climbing', 'trail-running']\"\n",
            " \"['camping', 'hiking', 'nature-trips', 'trail-running']\"\n",
            " \"['backpacking', 'birding', 'hiking', 'nature-trips', 'horseback-riding']\"\n",
            " \"['camping', 'hiking', 'nature-trips', 'rock-climbing', 'walking']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'snowshoeing', 'trail-running', 'cross-country-skiing']\"\n",
            " \"['birding', 'camping', 'hiking', 'nature-trips']\"\n",
            " \"['birding', 'nature-trips', 'walking']\"\n",
            " \"['backpacking', 'birding', 'hiking', 'nature-trips', 'snowshoeing', 'trail-running', 'walking', 'horseback-riding']\"\n",
            " \"['backpacking', 'birding', 'hiking', 'nature-trips', 'rock-climbing']\"\n",
            " \"['birding', 'fishing', 'hiking', 'nature-trips', 'walking', 'fly-fishing']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'rock-climbing']\"\n",
            " \"['backpacking', 'camping', 'fishing', 'hiking', 'nature-trips', 'fly-fishing']\"\n",
            " \"['backpacking', 'birding', 'hiking', 'nature-trips', 'walking']\"\n",
            " \"['birding', 'camping', 'hiking', 'nature-trips', 'rock-climbing', 'trail-running']\"\n",
            " \"['backpacking', 'camping', 'fishing', 'hiking', 'nature-trips']\"\n",
            " \"['backpacking', 'birding', 'camping', 'fishing', 'hiking', 'nature-trips', 'walking', 'horseback-riding', 'fly-fishing']\"\n",
            " \"['backpacking', 'birding', 'camping', 'fishing', 'hiking', 'nature-trips', 'rock-climbing']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'snowshoeing', 'trail-running', 'walking']\"\n",
            " \"['birding', 'hiking']\"\n",
            " \"['hiking', 'mountain-biking', 'nature-trips', 'trail-running', 'walking']\"\n",
            " \"['birding', 'camping', 'fishing', 'hiking', 'nature-trips', 'snowshoeing', 'trail-running', 'walking', 'fly-fishing']\"\n",
            " \"['backpacking', 'birding', 'camping', 'hiking']\"\n",
            " \"['birding', 'hiking', 'mountain-biking', 'nature-trips', 'trail-running', 'walking']\"\n",
            " \"['hiking', 'nature-trips', 'road-biking', 'walking']\"\n",
            " \"['birding', 'camping', 'hiking', 'nature-trips', 'snowshoeing', 'walking']\"\n",
            " \"['backpacking', 'birding', 'camping', 'hiking', 'mountain-biking', 'nature-trips', 'trail-running', 'walking']\"\n",
            " \"['backpacking', 'camping', 'fishing', 'hiking']\"\n",
            " \"['hiking', 'nature-trips', 'snowshoeing', 'trail-running']\"\n",
            " \"['backpacking', 'birding', 'camping', 'hiking', 'nature-trips', 'rock-climbing']\"\n",
            " \"['birding', 'camping', 'hiking', 'nature-trips', 'paddle-sports', 'trail-running', 'walking', 'sea-kayaking']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'off-road-driving', 'scenic-driving']\"\n",
            " \"['camping', 'hiking', 'nature-trips', 'trail-running', 'walking']\"\n",
            " \"['mountain-biking', 'nature-trips', 'off-road-driving', 'scenic-driving']\"\n",
            " \"['backpacking', 'birding', 'camping', 'fishing', 'hiking', 'nature-trips']\"\n",
            " \"['camping', 'hiking', 'road-biking', 'snowshoeing', 'trail-running', 'walking', 'horseback-riding']\"\n",
            " \"['scenic-driving', 'walking']\"\n",
            " \"['backpacking', 'birding', 'camping', 'fishing', 'hiking', 'nature-trips', 'rock-climbing', 'walking', 'horseback-riding']\"\n",
            " \"['birding', 'camping', 'hiking', 'nature-trips', 'rock-climbing', 'walking']\"\n",
            " \"['camping', 'hiking', 'nature-trips']\"\n",
            " \"['off-road-driving', 'scenic-driving']\"\n",
            " \"['backpacking', 'birding', 'hiking', 'nature-trips', 'trail-running', 'walking', 'horseback-riding']\"\n",
            " \"['birding', 'hiking', 'trail-running', 'walking']\"\n",
            " \"['camping', 'hiking', 'trail-running', 'walking']\"\n",
            " \"['nature-trips', 'walking']\"\n",
            " \"['backpacking', 'birding', 'camping', 'hiking', 'walking']\"\n",
            " \"['hiking', 'rock-climbing']\"\n",
            " \"['backpacking', 'birding', 'camping', 'hiking', 'nature-trips', 'horseback-riding']\"\n",
            " \"['birding', 'hiking', 'rock-climbing']\"\n",
            " \"['mountain-biking', 'off-road-driving']\"\n",
            " \"['backpacking', 'birding', 'camping', 'hiking', 'trail-running', 'horseback-riding']\"\n",
            " \"['backpacking', 'birding', 'camping', 'fishing', 'hiking', 'nature-trips', 'walking']\"\n",
            " \"['backpacking', 'birding', 'camping', 'hiking', 'skiing', 'snowshoeing', 'cross-country-skiing']\"\n",
            " \"['birding', 'camping', 'hiking', 'nature-trips', 'walking', 'cross-country-skiing', 'horseback-riding']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'snowshoeing', 'cross-country-skiing']\"\n",
            " \"['backpacking', 'birding', 'camping', 'nature-trips', 'walking']\"\n",
            " \"['backpacking', 'birding', 'camping', 'hiking', 'nature-trips', 'snowshoeing']\"\n",
            " \"['bike-touring', 'birding', 'camping', 'mountain-biking', 'nature-trips', 'paddle-sports', 'scenic-driving', 'whitewater-kayaking', 'fly-fishing', 'canoeing']\"\n",
            " \"['backpacking', 'birding', 'fishing', 'hiking', 'nature-trips', 'trail-running']\"\n",
            " \"['fishing', 'hiking', 'paddle-sports', 'whitewater-kayaking', 'canoeing']\"\n",
            " \"['backpacking', 'camping', 'nature-trips', 'rock-climbing', 'cross-country-skiing']\"\n",
            " \"['backpacking', 'birding', 'camping', 'hiking', 'nature-trips', 'snowshoeing', 'cross-country-skiing']\"\n",
            " \"['birding', 'camping', 'hiking', 'nature-trips', 'rock-climbing']\"\n",
            " \"['backpacking', 'birding', 'camping', 'fishing', 'hiking', 'nature-trips', 'rock-climbing', 'trail-running', 'walking']\"\n",
            " \"['birding', 'hiking', 'mountain-biking', 'nature-trips']\"\n",
            " \"['birding', 'hiking', 'mountain-biking', 'nature-trips', 'walking']\"\n",
            " \"['camping', 'hiking', 'walking']\" \"['camping', 'off-road-driving']\"\n",
            " \"['backpacking', 'birding', 'camping', 'fishing', 'hiking', 'nature-trips', 'trail-running', 'fly-fishing']\"\n",
            " \"['backpacking', 'birding', 'hiking']\"\n",
            " \"['backpacking', 'hiking', 'nature-trips', 'trail-running', 'walking']\"\n",
            " \"['backpacking', 'birding', 'camping', 'nature-trips']\"\n",
            " \"['backpacking', 'camping', 'fishing', 'nature-trips', 'horseback-riding']\"\n",
            " \"['camping', 'hiking', 'nature-trips', 'walking']\"\n",
            " \"['backpacking', 'birding', 'camping', 'hiking', 'nature-trips', 'walking', 'sea-kayaking']\"\n",
            " \"['camping', 'fishing', 'hiking']\"\n",
            " \"['backpacking', 'birding', 'camping', 'hiking', 'nature-trips', 'scenic-driving', 'trail-running', 'horseback-riding']\"\n",
            " \"['backpacking', 'birding', 'camping', 'hiking', 'nature-trips', 'walking', 'horseback-riding']\"\n",
            " \"['hiking', 'nature-trips', 'off-road-driving', 'walking']\"\n",
            " \"['hiking', 'snowshoeing']\"\n",
            " \"['backpacking', 'camping', 'fishing', 'hiking', 'trail-running', 'fly-fishing']\"\n",
            " \"['backpacking', 'camping', 'hiking', 'nature-trips', 'trail-running', 'walking']\"\n",
            " \"['scenic-driving']\"\n",
            " \"['camping', 'hiking', 'nature-trips', 'rock-climbing']\"\n",
            " \"['backpacking', 'fishing', 'hiking', 'horseback-riding', 'rails-trails']\"\n",
            " \"['hiking', 'nature-trips', 'rock-climbing', 'trail-running']\"\n",
            " \"['nature-trips', 'scenic-driving', 'walking']\"\n",
            " \"['hiking', 'mountain-biking', 'nature-trips', 'off-road-driving']\"\n",
            " \"['hiking', 'rock-climbing', 'trail-running']\"\n",
            " \"['backpacking', 'camping', 'fishing', 'hiking', 'nature-trips', 'snowshoeing']\"\n",
            " \"['camping', 'hiking', 'trail-running', 'walking', 'whitewater-kayaking', 'canoeing']\"\n",
            " \"['backpacking', 'camping', 'hiking', 'nature-trips', 'rock-climbing']\"\n",
            " \"['backpacking', 'birding', 'hiking', 'nature-trips', 'walking', 'horseback-riding']\"\n",
            " \"['hiking', 'nature-trips', 'walking', 'cross-country-skiing']\"\n",
            " \"['mountain-biking', 'nature-trips', 'off-road-driving']\"\n",
            " \"['backpacking', 'camping', 'hiking', 'nature-trips', 'rock-climbing', 'trail-running']\"\n",
            " \"['birding', 'fishing', 'hiking', 'nature-trips', 'walking', 'whitewater-kayaking', 'canoeing']\"\n",
            " \"['backpacking', 'camping', 'fishing', 'nature-trips', 'rock-climbing']\"\n",
            " \"['backpacking', 'birding', 'camping', 'fishing', 'hiking', 'trail-running', 'fly-fishing']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'skiing', 'snowshoeing', 'walking', 'cross-country-skiing']\"\n",
            " \"['backpacking', 'birding', 'camping', 'hiking', 'nature-trips', 'off-road-driving']\"\n",
            " \"['birding', 'hiking', 'off-road-driving']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'scenic-driving', 'walking']\"\n",
            " \"['fishing', 'hiking', 'trail-running', 'fly-fishing']\"\n",
            " \"['backpacking', 'camping', 'fishing', 'hiking', 'trail-running']\"\n",
            " \"['hiking', 'mountain-biking', 'off-road-driving']\"\n",
            " \"['birding', 'hiking', 'mountain-biking', 'nature-trips', 'trail-running', 'walking', 'ice-climbing']\"\n",
            " \"['snowshoeing', 'cross-country-skiing']\"\n",
            " \"['birding', 'hiking', 'walking', 'horseback-riding']\"\n",
            " \"['backpacking', 'camping', 'fishing', 'hiking', 'nature-trips', 'rock-climbing', 'trail-running']\"\n",
            " \"['fishing', 'hiking', 'paddle-sports', 'walking', 'whitewater-kayaking', 'canoeing']\"\n",
            " \"['backpacking', 'birding', 'camping', 'fishing', 'hiking', 'nature-trips', 'rock-climbing', 'trail-running', 'horseback-riding']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'surfing', 'walking']\"\n",
            " \"['backpacking', 'fishing']\"\n",
            " \"['birding', 'hiking', 'trail-running', 'sea-kayaking']\"\n",
            " \"['camping', 'fishing', 'hiking', 'paddle-sports', 'whitewater-kayaking', 'canoeing']\"\n",
            " \"['birding', 'off-road-driving']\"\n",
            " \"['backpacking', 'camping', 'trail-running']\"\n",
            " \"['backpacking', 'birding', 'camping', 'fishing', 'hiking', 'nature-trips', 'horseback-riding']\"\n",
            " \"['backpacking', 'birding', 'camping', 'fishing', 'hiking', 'walking']\"\n",
            " \"['backpacking', 'camping', 'fishing', 'hiking', 'nature-trips', 'rock-climbing']\"\n",
            " \"['birding', 'fishing', 'hiking', 'nature-trips', 'snowshoeing', 'walking', 'fly-fishing']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'snowshoeing', 'trail-running']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'snowshoeing', 'trail-running', 'walking', 'horseback-riding', 'fly-fishing']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'snowshoeing', 'trail-running', 'walking', 'horseback-riding']\"\n",
            " \"['birding', 'hiking', 'snowshoeing', 'trail-running', 'horseback-riding']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'rock-climbing', 'skiing', 'snowshoeing', 'walking']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'walking', 'snowboarding']\"\n",
            " \"['hiking', 'snowshoeing', 'horseback-riding']\"\n",
            " \"['hiking', 'snowshoeing', 'trail-running', 'horseback-riding']\"\n",
            " \"['birding', 'fishing', 'hiking', 'nature-trips', 'walking']\"\n",
            " \"['hiking', 'snowshoeing', 'cross-country-skiing']\"\n",
            " \"['birding', 'fishing', 'hiking', 'nature-trips', 'trail-running', 'walking', 'horseback-riding']\"\n",
            " \"['backpacking', 'hiking', 'snowshoeing', 'cross-country-skiing', 'horseback-riding']\"\n",
            " \"['birding', 'hiking', 'snowshoeing', 'trail-running', 'walking', 'horseback-riding']\"\n",
            " \"['hiking', 'nature-trips', 'walking', 'horseback-riding']\"\n",
            " \"['fishing', 'nature-trips', 'rock-climbing', 'trail-running', 'walking', 'fly-fishing']\"\n",
            " \"['birding', 'fishing', 'hiking', 'nature-trips', 'snowshoeing', 'trail-running', 'walking', 'horseback-riding', 'fly-fishing']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'snowshoeing', 'horseback-riding']\"\n",
            " \"['camping', 'hiking', 'nature-trips', 'trail-running', 'walking', 'horseback-riding', 'fly-fishing']\"\n",
            " \"['birding', 'camping', 'fishing', 'hiking', 'snowshoeing', 'trail-running', 'walking', 'horseback-riding', 'fly-fishing']\"\n",
            " \"['backpacking', 'birding', 'hiking', 'nature-trips', 'snowshoeing', 'walking']\"\n",
            " \"['hiking', 'snowshoeing', 'walking']\"\n",
            " \"['birding', 'fishing', 'hiking', 'nature-trips', 'trail-running', 'walking']\"\n",
            " \"['backpacking', 'hiking', 'nature-trips', 'walking']\"\n",
            " \"['camping', 'fishing', 'hiking', 'horseback-riding']\"\n",
            " \"['birding', 'fishing', 'hiking', 'nature-trips', 'snowshoeing', 'walking']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'snowshoeing', 'cross-country-skiing', 'horseback-riding']\"\n",
            " \"['hiking', 'nature-trips', 'snowshoeing', 'trail-running', 'walking']\"\n",
            " \"['backpacking', 'birding', 'camping', 'fishing', 'hiking', 'nature-trips', 'snowshoeing', 'trail-running', 'horseback-riding', 'fly-fishing']\"\n",
            " \"['hiking', 'mountain-biking', 'snowshoeing']\"\n",
            " \"['birding', 'fishing', 'hiking', 'trail-running']\"\n",
            " \"['birding', 'camping', 'fishing', 'hiking', 'nature-trips', 'snowshoeing', 'fly-fishing']\"\n",
            " \"['birding', 'hiking', 'mountain-biking', 'nature-trips', 'trail-running']\"\n",
            " \"['birding', 'fishing', 'hiking', 'nature-trips', 'fly-fishing']\"\n",
            " \"['nature-trips', 'road-biking', 'scenic-driving']\"\n",
            " \"['birding', 'camping', 'fishing', 'hiking', 'nature-trips']\"\n",
            " \"['birding', 'fishing', 'hiking', 'nature-trips', 'snowshoeing', 'walking', 'horseback-riding', 'fly-fishing']\"\n",
            " \"['birding', 'hiking', 'mountain-biking', 'nature-trips', 'off-road-driving', 'trail-running']\"\n",
            " \"['backpacking', 'camping', 'fishing', 'hiking', 'walking', 'horseback-riding']\"\n",
            " \"['birding', 'camping', 'hiking', 'snowshoeing', 'cross-country-skiing', 'fly-fishing']\"\n",
            " \"['camping', 'fishing', 'hiking', 'nature-trips', 'snowshoeing', 'trail-running', 'horseback-riding', 'fly-fishing']\"\n",
            " \"['backpacking', 'fishing', 'hiking', 'nature-trips', 'walking', 'horseback-riding', 'fly-fishing']\"\n",
            " \"['hiking', 'snowshoeing', 'horseback-riding', 'fly-fishing']\"\n",
            " \"['birding', 'fishing', 'hiking', 'nature-trips', 'snowshoeing', 'walking', 'cross-country-skiing', 'fly-fishing']\"\n",
            " \"['hiking', 'trail-running', 'cross-country-skiing']\"\n",
            " \"['backpacking', 'hiking', 'nature-trips', 'trail-running']\"\n",
            " \"['hiking', 'snowshoeing', 'trail-running', 'walking']\"\n",
            " \"['hiking', 'walking', 'horseback-riding']\"\n",
            " \"['camping', 'hiking', 'horseback-riding']\"\n",
            " \"['backpacking', 'birding', 'camping', 'fishing', 'hiking', 'nature-trips', 'skiing', 'walking', 'snowboarding']\"\n",
            " \"['hiking', 'snowshoeing', 'walking', 'horseback-riding']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'skiing', 'snowshoeing', 'walking']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'snowshoeing']\"\n",
            " \"['backpacking', 'birding', 'fishing', 'hiking', 'nature-trips', 'cross-country-skiing', 'fly-fishing']\"\n",
            " \"['birding', 'camping', 'hiking', 'nature-trips', 'rock-climbing', 'snowshoeing', 'trail-running', 'horseback-riding']\"\n",
            " \"['backpacking', 'hiking', 'rock-climbing']\"\n",
            " \"['birding', 'fishing', 'hiking', 'nature-trips', 'horseback-riding']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'rock-climbing', 'snowshoeing', 'ice-climbing']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'skiing', 'snowshoeing', 'snowboarding']\"\n",
            " \"['backpacking', 'camping', 'hiking', 'snowshoeing']\"\n",
            " \"['bike-touring', 'birding', 'camping', 'hiking', 'mountain-biking', 'nature-trips', 'walking']\"\n",
            " \"['nature-trips']\"\n",
            " \"['backpacking', 'camping', 'hiking', 'horseback-riding']\"\n",
            " \"['birding', 'nature-trips', 'scenic-driving', 'walking']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'skiing', 'snowshoeing', 'walking', 'fly-fishing']\"\n",
            " \"['birding', 'hiking', 'horseback-riding']\"\n",
            " \"['backpacking', 'birding', 'walking']\"\n",
            " \"['backpacking', 'birding', 'camping', 'fishing', 'hiking', 'nature-trips', 'snowshoeing', 'trail-running', 'cross-country-skiing']\"\n",
            " \"['fishing', 'hiking', 'nature-trips', 'trail-running']\"\n",
            " \"['backpacking', 'camping', 'hiking', 'nature-trips', 'snowshoeing', 'walking', 'cross-country-skiing']\"\n",
            " \"['birding', 'road-biking', 'trail-running', 'walking']\"\n",
            " \"['hiking', 'mountain-biking', 'trail-running', 'walking']\"\n",
            " \"['backpacking', 'bike-touring', 'camping', 'hiking', 'mountain-biking', 'trail-running']\"\n",
            " \"['birding', 'fishing', 'nature-trips', 'paddle-sports', 'road-biking', 'trail-running', 'walking', 'sea-kayaking', 'canoeing']\"\n",
            " \"['birding', 'camping', 'hiking', 'nature-trips', 'paddle-sports', 'walking', 'canoeing']\"\n",
            " \"['birding', 'nature-trips', 'scenic-driving']\"\n",
            " \"['birding', 'nature-trips', 'paddle-sports', 'canoeing']\"\n",
            " \"['camping', 'nature-trips', 'walking']\"\n",
            " \"['hiking', 'nature-trips', 'paddle-sports', 'canoeing']\"\n",
            " \"['paddle-sports', 'sea-kayaking']\"\n",
            " \"['hiking', 'road-biking', 'snowshoeing', 'trail-running', 'walking', 'cross-country-skiing']\"\n",
            " \"['nature-trips', 'scenic-driving', 'whitewater-kayaking', 'canoeing']\"\n",
            " \"['camping', 'hiking', 'walking', 'horseback-riding']\"\n",
            " \"['birding', 'hiking', 'mountain-biking', 'nature-trips', 'trail-running', 'walking', 'rails-trails']\"\n",
            " \"['birding', 'camping', 'hiking', 'nature-trips', 'trail-running', 'walking', 'horseback-riding']\"\n",
            " \"['hiking', 'nature-trips', 'trail-running', 'walking', 'horseback-riding']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'trail-running', 'walking', 'cross-country-skiing']\"\n",
            " \"['birding', 'camping', 'hiking', 'nature-trips', 'road-biking', 'trail-running', 'walking']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'snowshoeing', 'trail-running', 'walking', 'cross-country-skiing']\"\n",
            " \"['hiking', 'mountain-biking', 'nature-trips', 'paddle-sports', 'walking', 'cross-country-skiing', 'canoeing']\"\n",
            " \"['birding', 'fishing', 'hiking', 'nature-trips', 'paddle-sports', 'trail-running', 'walking', 'horseback-riding', 'canoeing']\"\n",
            " \"['hiking', 'mountain-biking', 'road-biking', 'surfing', 'trail-running', 'walking', 'cross-country-skiing']\"\n",
            " \"['birding', 'nature-trips', 'road-biking', 'scenic-driving']\"\n",
            " \"['backpacking', 'bike-touring', 'birding', 'camping', 'mountain-biking', 'nature-trips', 'trail-running', 'cross-country-skiing']\"\n",
            " \"['hiking', 'mountain-biking', 'nature-trips', 'snowshoeing']\"\n",
            " \"['backpacking', 'birding', 'hiking', 'mountain-biking', 'nature-trips', 'off-road-driving', 'trail-running', 'walking', 'horseback-riding']\"\n",
            " \"['backpacking', 'hiking', 'snowshoeing']\"\n",
            " \"['hiking', 'nature-trips', 'trail-running', 'walking', 'cross-country-skiing']\"\n",
            " \"['birding', 'hiking', 'mountain-biking', 'nature-trips', 'trail-running', 'walking', 'cross-country-skiing', 'horseback-riding']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'paddle-sports', 'walking', 'canoeing']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'road-biking', 'trail-running', 'walking', 'horseback-riding']\"\n",
            " \"['camping', 'hiking', 'mountain-biking', 'nature-trips', 'trail-running', 'walking']\"\n",
            " \"['backpacking', 'birding', 'camping', 'fishing', 'hiking', 'trail-running']\"\n",
            " \"['camping', 'hiking', 'trail-running']\"\n",
            " \"['mountain-biking', 'road-biking', 'trail-running', 'walking']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'skiing', 'trail-running', 'walking', 'cross-country-skiing']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'trail-running', 'walking', 'cross-country-skiing', 'horseback-riding']\"\n",
            " \"['birding', 'camping', 'hiking', 'nature-trips', 'horseback-riding']\"\n",
            " \"['fishing', 'hiking', 'nature-trips', 'walking']\"\n",
            " \"['backpacking', 'hiking', 'rock-climbing', 'trail-running']\"\n",
            " \"['backpacking', 'camping', 'hiking', 'walking']\"\n",
            " \"['backpacking', 'birding', 'fishing', 'hiking', 'nature-trips', 'walking', 'horseback-riding', 'fly-fishing']\"\n",
            " \"['birding', 'hiking', 'mountain-biking', 'road-biking', 'walking']\"\n",
            " \"['backpacking', 'birding', 'camping', 'fishing', 'hiking', 'nature-trips', 'paddle-sports', 'trail-running', 'walking', 'whitewater-kayaking', 'fly-fishing', 'canoeing']\"\n",
            " \"['backpacking', 'camping', 'hiking', 'nature-trips', 'walking']\"\n",
            " \"['hiking', 'nature-trips', 'snowshoeing', 'trail-running', 'walking', 'cross-country-skiing']\"\n",
            " \"['fishing', 'hiking', 'trail-running']\"\n",
            " \"['hiking', 'nature-trips', 'trail-running', 'cross-country-skiing']\"\n",
            " \"['backpacking', 'birding', 'camping', 'fishing', 'hiking', 'nature-trips', 'walking', 'fly-fishing']\"\n",
            " \"['backpacking', 'birding', 'camping', 'fishing', 'hiking', 'nature-trips', 'trail-running', 'walking', 'fly-fishing']\"\n",
            " \"['camping', 'nature-trips', 'paddle-sports']\"\n",
            " \"['backpacking', 'birding', 'fishing', 'nature-trips', 'horseback-riding']\"\n",
            " \"['birding', 'hiking', 'mountain-biking', 'nature-trips', 'off-road-driving', 'scenic-driving', 'walking']\"\n",
            " \"['birding', 'camping', 'hiking', 'nature-trips', 'scenic-driving', 'walking']\"\n",
            " \"['birding', 'hiking', 'snowshoeing']\"\n",
            " \"['birding', 'camping', 'hiking', 'trail-running']\"\n",
            " \"['hiking', 'nature-trips', 'walking', 'whitewater-kayaking']\"\n",
            " \"['backpacking', 'birding', 'camping', 'fishing', 'hiking', 'nature-trips', 'paddle-sports', 'trail-running', 'walking', 'horseback-riding', 'whitewater-kayaking', 'fly-fishing']\"\n",
            " \"['backpacking', 'birding', 'hiking', 'nature-trips', 'trail-running', 'horseback-riding']\"\n",
            " \"['backpacking', 'hiking', 'nature-trips', 'horseback-riding']\"\n",
            " \"['backpacking', 'camping', 'fishing', 'hiking', 'nature-trips', 'trail-running', 'horseback-riding', 'fly-fishing']\"\n",
            " \"['backpacking', 'birding', 'fishing', 'hiking', 'nature-trips']\"\n",
            " \"['backpacking', 'birding', 'camping', 'fishing', 'hiking', 'nature-trips', 'trail-running', 'walking', 'horseback-riding']\"\n",
            " \"['backpacking', 'camping', 'hiking', 'snowshoeing', 'trail-running', 'horseback-riding']\"\n",
            " \"['backpacking', 'birding', 'camping', 'fishing', 'hiking', 'nature-trips', 'walking', 'horseback-riding']\"\n",
            " \"['backpacking', 'birding', 'camping', 'hiking', 'nature-trips', 'paddle-sports', 'horseback-riding', 'canoeing']\"\n",
            " \"['fishing', 'hiking', 'walking']\"\n",
            " \"['backpacking', 'birding', 'camping', 'hiking', 'nature-trips', 'paddle-sports', 'trail-running', 'horseback-riding', 'canoeing']\"\n",
            " \"['backpacking', 'camping', 'fishing', 'nature-trips', 'horseback-riding', 'fly-fishing']\"\n",
            " \"['birding', 'camping', 'nature-trips', 'walking']\"\n",
            " \"['backpacking', 'birding', 'camping', 'fishing', 'hiking', 'trail-running', 'horseback-riding', 'fly-fishing']\"\n",
            " \"['backpacking', 'camping', 'fishing', 'hiking', 'nature-trips', 'trail-running', 'horseback-riding']\"\n",
            " \"['camping', 'hiking', 'trail-running', 'horseback-riding']\"\n",
            " \"['backpacking', 'camping', 'hiking', 'walking', 'horseback-riding']\"\n",
            " \"['backpacking', 'bike-touring', 'camping', 'hiking', 'mountain-biking', 'trail-running', 'horseback-riding']\"\n",
            " \"['backpacking', 'fishing', 'hiking', 'nature-trips', 'snowshoeing', 'trail-running', 'horseback-riding']\"\n",
            " \"['bike-touring', 'birding', 'camping', 'hiking', 'nature-trips', 'road-biking', 'scenic-driving', 'trail-running', 'walking']\"\n",
            " \"['hiking', 'nature-trips', 'road-biking', 'trail-running', 'walking']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'skiing', 'walking']\"\n",
            " \"['nature-trips', 'road-biking', 'trail-running', 'walking']\"\n",
            " \"['birding', 'hiking', 'mountain-biking', 'trail-running']\"\n",
            " \"['birding', 'camping', 'hiking', 'nature-trips', 'snowshoeing', 'walking', 'cross-country-skiing']\"\n",
            " \"['birding', 'hiking', 'snowshoeing', 'trail-running', 'walking']\"\n",
            " \"['camping', 'hiking', 'snowshoeing', 'trail-running', 'walking', 'cross-country-skiing']\"\n",
            " \"['birding', 'nature-trips', 'walking', 'canoeing']\"\n",
            " \"['backpacking', 'camping', 'hiking', 'nature-trips', 'trail-running', 'canoeing']\"\n",
            " \"['birding', 'nature-trips', 'paddle-sports', 'whitewater-kayaking', 'canoeing']\"\n",
            " \"['fishing', 'paddle-sports']\"\n",
            " \"['backpacking', 'birding', 'camping', 'mountain-biking', 'nature-trips']\"\n",
            " \"['hiking', 'scenic-driving']\"\n",
            " \"['backpacking', 'hiking', 'nature-trips', 'rock-climbing']\"\n",
            " \"['hiking', 'fly-fishing']\"\n",
            " \"['birding', 'hiking', 'mountain-biking', 'nature-trips', 'road-biking', 'trail-running', 'walking']\"\n",
            " \"['camping', 'hiking', 'nature-trips', 'trail-running', 'walking', 'horseback-riding']\"\n",
            " \"['fishing', 'hiking', 'mountain-biking', 'nature-trips', 'trail-running', 'walking', 'horseback-riding', 'fly-fishing']\"\n",
            " \"['birding', 'camping', 'road-biking', 'scenic-driving', 'trail-running', 'walking']\"\n",
            " \"['birding', 'camping', 'hiking', 'nature-trips', 'trail-running', 'horseback-riding']\"\n",
            " \"['birding', 'camping', 'fishing', 'hiking', 'trail-running', 'walking', 'horseback-riding', 'fly-fishing']\"\n",
            " \"['birding', 'hiking', 'mountain-biking', 'road-biking', 'scenic-driving']\"\n",
            " \"['backpacking', 'camping', 'hiking', 'nature-trips', 'horseback-riding']\"\n",
            " \"['backpacking', 'birding', 'camping', 'fishing', 'hiking', 'nature-trips', 'trail-running', 'walking', 'horseback-riding', 'fly-fishing']\"\n",
            " \"['birding', 'fishing', 'hiking', 'nature-trips', 'trail-running', 'walking', 'fly-fishing']\"\n",
            " \"['backpacking', 'bike-touring', 'birding', 'camping', 'hiking', 'mountain-biking', 'nature-trips', 'trail-running', 'horseback-riding']\"\n",
            " \"['fishing', 'hiking', 'mountain-biking', 'road-biking', 'scenic-driving', 'trail-running', 'walking', 'horseback-riding', 'fly-fishing']\"\n",
            " \"['backpacking', 'hiking', 'nature-trips', 'trail-running', 'walking', 'horseback-riding']\"\n",
            " \"['birding', 'camping', 'fishing', 'hiking', 'fly-fishing']\"\n",
            " \"['backpacking', 'camping']\"\n",
            " \"['camping', 'hiking', 'trail-running', 'walking', 'horseback-riding']\"\n",
            " \"['backpacking', 'birding', 'camping', 'nature-trips', 'trail-running', 'walking']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'trail-running', 'walking', 'rails-trails']\"\n",
            " \"['camping', 'hiking', 'rock-climbing']\"\n",
            " \"['birding', 'camping', 'hiking', 'walking']\"\n",
            " \"['nature-trips', 'road-biking', 'scenic-driving', 'walking']\"\n",
            " \"['birding', 'off-road-driving', 'horseback-riding']\"\n",
            " \"['camping', 'rock-climbing', 'scenic-driving']\"\n",
            " \"['off-road-driving', 'horseback-riding']\"\n",
            " \"['camping', 'nature-trips', 'scenic-driving', 'walking']\"\n",
            " \"['birding', 'mountain-biking', 'nature-trips', 'off-road-driving']\"\n",
            " \"['birding', 'mountain-biking', 'off-road-driving', 'scenic-driving', 'walking']\"\n",
            " \"['camping', 'walking']\"\n",
            " \"['birding', 'camping', 'nature-trips', 'off-road-driving']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'walking', 'canoeing']\"\n",
            " \"['hiking', 'nature-trips', 'snowshoeing', 'walking']\"\n",
            " \"['road-biking', 'scenic-driving', 'walking']\"\n",
            " \"['hiking', 'nature-trips', 'scenic-driving', 'walking']\"\n",
            " \"['backpacking', 'birding', 'camping', 'hiking', 'nature-trips', 'snowshoeing', 'trail-running', 'walking']\"\n",
            " \"['mountain-biking', 'off-road-driving', 'scenic-driving']\"\n",
            " \"['birding', 'hiking', 'mountain-biking', 'nature-trips', 'off-road-driving']\"\n",
            " \"['birding', 'camping', 'hiking', 'nature-trips', 'off-road-driving']\"\n",
            " \"['birding', 'camping', 'hiking', 'mountain-biking', 'trail-running', 'walking']\"\n",
            " \"['birding', 'camping', 'hiking', 'mountain-biking', 'nature-trips', 'trail-running', 'walking']\"\n",
            " \"['hiking', 'nature-trips', 'rock-climbing', 'walking']\"\n",
            " \"['backpacking', 'birding', 'camping', 'hiking', 'nature-trips', 'snowshoeing', 'trail-running']\"\n",
            " \"['backpacking', 'camping', 'hiking', 'off-road-driving']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'off-road-driving', 'walking']\"\n",
            " \"['birding', 'road-biking', 'scenic-driving']\"\n",
            " \"['hiking', 'nature-trips', 'scenic-driving', 'trail-running']\"\n",
            " \"['birding', 'fishing', 'nature-trips', 'scenic-driving', 'walking']\"\n",
            " \"['birding', 'camping', 'hiking']\"\n",
            " \"['birding', 'camping', 'hiking', 'paddle-sports', 'sea-kayaking', 'canoeing']\"\n",
            " \"['backpacking', 'off-road-driving']\"\n",
            " \"['birding', 'nature-trips', 'rock-climbing']\"\n",
            " \"['birding', 'hiking', 'mountain-biking', 'rock-climbing']\"\n",
            " \"['birding', 'hiking', 'mountain-biking', 'walking']\"\n",
            " \"['birding', 'mountain-biking', 'off-road-driving']\"\n",
            " \"['nature-trips', 'off-road-driving', 'scenic-driving']\"\n",
            " \"['camping', 'nature-trips', 'off-road-driving']\"\n",
            " \"['backpacking', 'birding', 'camping', 'hiking', 'nature-trips', 'rock-climbing', 'trail-running']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'fly-fishing']\"\n",
            " \"['backpacking', 'camping', 'hiking', 'nature-trips', 'trail-running', 'horseback-riding']\"\n",
            " \"['birding', 'fishing', 'hiking', 'mountain-biking', 'nature-trips', 'walking', 'cross-country-skiing', 'fly-fishing']\"\n",
            " \"['backpacking', 'birding', 'camping', 'hiking', 'nature-trips', 'cross-country-skiing']\"\n",
            " \"['backpacking', 'birding', 'hiking', 'mountain-biking', 'nature-trips', 'trail-running', 'walking', 'horseback-riding']\"\n",
            " \"['hiking', 'mountain-biking', 'trail-running']\"\n",
            " \"['backpacking', 'birding', 'camping', 'hiking', 'nature-trips', 'scenic-driving', 'trail-running', 'walking']\"\n",
            " \"['nature-trips', 'road-biking', 'walking']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'rock-climbing', 'skiing', 'snowshoeing', 'snowboarding']\"\n",
            " \"['birding', 'fishing', 'hiking', 'nature-trips', 'rock-climbing', 'snowshoeing', 'trail-running', 'walking', 'fly-fishing']\"\n",
            " \"['birding', 'hiking', 'mountain-biking', 'nature-trips', 'walking', 'horseback-riding', 'whitewater-kayaking', 'canoeing', 'rails-trails']\"\n",
            " \"['hiking', 'nature-trips', 'snowshoeing']\"\n",
            " \"['backpacking', 'birding', 'hiking', 'nature-trips', 'skiing', 'walking', 'snowboarding']\"\n",
            " \"['camping', 'hiking', 'snowshoeing']\"\n",
            " \"['backpacking', 'birding', 'camping', 'fishing', 'hiking', 'nature-trips', 'trail-running']\"\n",
            " \"['backpacking', 'birding', 'hiking', 'nature-trips', 'walking', 'cross-country-skiing']\"\n",
            " \"['backpacking', 'birding', 'camping', 'hiking', 'nature-trips', 'rock-climbing', 'skiing', 'snowshoeing', 'ice-climbing']\"\n",
            " \"['hiking', 'nature-trips', 'skiing', 'snowshoeing', 'walking', 'snowboarding']\"\n",
            " \"['bike-touring', 'camping', 'hiking', 'mountain-biking']\"\n",
            " \"['birding', 'camping', 'fishing', 'hiking', 'walking']\"\n",
            " \"['backpacking', 'camping', 'fishing', 'hiking', 'mountain-biking', 'rock-climbing', 'fly-fishing']\"\n",
            " \"['backpacking', 'hiking', 'snowshoeing', 'snowboarding']\"\n",
            " \"['birding', 'camping', 'hiking', 'nature-trips', 'snowshoeing', 'trail-running', 'walking']\"\n",
            " \"['backpacking', 'birding', 'camping', 'hiking', 'nature-trips', 'rock-climbing', 'trail-running', 'walking']\"\n",
            " \"['backpacking', 'birding', 'camping', 'hiking', 'nature-trips', 'surfing', 'walking']\"\n",
            " \"['birding', 'camping', 'fishing', 'nature-trips', 'scenic-driving', 'sea-kayaking']\"\n",
            " \"['backpacking', 'hiking', 'mountain-biking', 'nature-trips', 'horseback-riding']\"\n",
            " \"['birding', 'fishing', 'hiking', 'nature-trips']\"\n",
            " \"['backpacking', 'birding', 'camping', 'fishing', 'hiking', 'mountain-biking', 'nature-trips', 'walking']\"\n",
            " \"['birding', 'camping', 'hiking', 'mountain-biking', 'nature-trips', 'walking']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'scenic-driving', 'trail-running', 'walking']\"\n",
            " \"['backpacking', 'hiking', 'mountain-biking', 'nature-trips']\"\n",
            " \"['hiking', 'mountain-biking', 'nature-trips']\"\n",
            " \"['backpacking', 'rock-climbing', 'skiing', 'snowshoeing', 'snowboarding']\"\n",
            " \"['backpacking', 'camping', 'hiking', 'mountain-biking', 'nature-trips']\"\n",
            " \"['backpacking', 'camping', 'hiking', 'rock-climbing', 'ice-climbing']\"\n",
            " \"['hiking', 'mountain-biking']\"\n",
            " \"['backpacking', 'camping', 'fishing', 'hiking', 'fly-fishing']\"\n",
            " \"['hiking', 'snowshoeing', 'trail-running']\"\n",
            " \"['bike-touring', 'birding', 'camping', 'hiking', 'mountain-biking', 'nature-trips']\"\n",
            " \"['backpacking', 'camping', 'fishing', 'nature-trips', 'fly-fishing']\"\n",
            " \"['backpacking', 'hiking', 'scenic-driving', 'snowshoeing', 'trail-running']\"\n",
            " \"['birding', 'camping', 'fishing', 'hiking', 'skiing', 'snowshoeing', 'horseback-riding']\"\n",
            " \"['birding', 'hiking', 'mountain-biking', 'nature-trips', 'trail-running', 'horseback-riding']\"\n",
            " \"['backpacking', 'birding', 'hiking', 'nature-trips', 'skiing', 'snowboarding']\"\n",
            " \"['backpacking', 'camping', 'hiking', 'snowshoeing', 'trail-running', 'cross-country-skiing']\"\n",
            " \"['backpacking', 'camping', 'fishing', 'hiking', 'nature-trips', 'snowshoeing', 'trail-running', 'walking']\"\n",
            " \"['backpacking', 'hiking', 'nature-trips', 'snowshoeing', 'trail-running']\"\n",
            " \"['birding', 'fishing', 'hiking', 'nature-trips', 'canoeing']\"\n",
            " \"['birding', 'camping', 'hiking', 'rock-climbing', 'trail-running']\"\n",
            " \"['hiking', 'nature-trips', 'walking', 'ice-climbing', 'fly-fishing']\"\n",
            " \"['birding', 'camping', 'hiking', 'nature-trips', 'snowshoeing']\"\n",
            " \"['birding', 'hiking', 'rock-climbing', 'snowshoeing', 'trail-running']\"\n",
            " \"['backpacking', 'birding', 'camping', 'hiking', 'nature-trips', 'snowboarding']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'trail-running', 'walking', 'whitewater-kayaking']\"\n",
            " \"['birding', 'fishing', 'hiking', 'paddle-sports', 'trail-running', 'walking', 'whitewater-kayaking', 'fly-fishing', 'canoeing']\"\n",
            " \"['backpacking', 'birding', 'camping', 'fishing', 'hiking', 'nature-trips', 'trail-running', 'horseback-riding', 'whitewater-kayaking', 'fly-fishing', 'canoeing']\"\n",
            " \"['birding', 'fishing', 'nature-trips', 'walking', 'fly-fishing']\"\n",
            " \"['backpacking', 'birding', 'camping', 'hiking', 'nature-trips', 'skiing', 'trail-running', 'walking']\"\n",
            " \"['backpacking', 'camping', 'fishing', 'hiking', 'nature-trips', 'trail-running']\"\n",
            " \"['backpacking', 'birding', 'camping', 'fishing', 'hiking', 'paddle-sports', 'horseback-riding', 'whitewater-kayaking', 'fly-fishing', 'canoeing']\"\n",
            " \"['backpacking', 'birding', 'camping', 'hiking', 'nature-trips', 'paddle-sports', 'walking', 'horseback-riding', 'canoeing']\"\n",
            " \"['backpacking', 'birding', 'hiking', 'nature-trips', 'snowshoeing', 'cross-country-skiing']\"\n",
            " \"['backpacking', 'camping', 'fishing', 'hiking', 'snowshoeing', 'trail-running', 'cross-country-skiing', 'horseback-riding', 'fly-fishing']\"\n",
            " \"['birding', 'fishing', 'hiking', 'nature-trips', 'paddle-sports', 'walking']\"\n",
            " \"['backpacking', 'birding', 'hiking', 'nature-trips', 'paddle-sports']\"\n",
            " \"['birding', 'nature-trips']\"\n",
            " \"['backpacking', 'camping', 'fishing', 'hiking', 'mountain-biking', 'paddle-sports', 'trail-running', 'whitewater-kayaking', 'fly-fishing', 'canoeing']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'road-biking', 'scenic-driving', 'trail-running', 'walking']\"\n",
            " \"['birding', 'camping', 'fishing', 'hiking', 'nature-trips', 'paddle-sports', 'trail-running', 'walking', 'canoeing']\"\n",
            " \"['hiking', 'mountain-biking', 'nature-trips', 'road-biking', 'rock-climbing', 'skiing', 'trail-running', 'snowboarding']\"\n",
            " \"['birding', 'camping', 'fishing', 'hiking', 'nature-trips', 'trail-running', 'walking']\"\n",
            " \"['backpacking', 'birding', 'camping', 'hiking', 'nature-trips', 'snowshoeing', 'trail-running', 'horseback-riding']\"\n",
            " \"['backpacking', 'camping', 'fishing', 'hiking', 'paddle-sports', 'trail-running', 'whitewater-kayaking', 'fly-fishing', 'canoeing']\"\n",
            " \"['camping', 'fishing', 'hiking', 'paddle-sports', 'walking', 'canoeing']\"\n",
            " \"['birding', 'camping', 'nature-trips', 'road-biking', 'trail-running', 'walking']\"\n",
            " \"['fishing', 'hiking', 'paddle-sports', 'walking', 'whitewater-kayaking', 'fly-fishing', 'canoeing']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'snowshoeing', 'trail-running', 'horseback-riding']\"\n",
            " \"['birding', 'fishing', 'hiking', 'walking']\"\n",
            " \"['backpacking', 'birding', 'camping', 'fishing', 'hiking', 'nature-trips', 'trail-running', 'horseback-riding', 'fly-fishing']\"\n",
            " \"['backpacking', 'fishing', 'hiking', 'trail-running']\"\n",
            " \"['bike-touring', 'birding', 'camping', 'fishing', 'nature-trips', 'paddle-sports', 'road-biking', 'scenic-driving', 'walking', 'canoeing']\"\n",
            " \"['backpacking', 'birding', 'fishing', 'hiking', 'nature-trips', 'trail-running', 'fly-fishing']\"\n",
            " \"['backpacking', 'birding', 'camping', 'fishing', 'hiking', 'nature-trips', 'paddle-sports', 'trail-running', 'whitewater-kayaking', 'fly-fishing', 'canoeing']\"\n",
            " \"['backpacking', 'birding', 'camping', 'fishing', 'hiking', 'fly-fishing']\"\n",
            " \"['birding', 'fishing', 'nature-trips', 'paddle-sports', 'road-biking', 'scenic-driving', 'walking', 'canoeing']\"\n",
            " \"['birding', 'fishing', 'hiking', 'nature-trips', 'paddle-sports', 'fly-fishing', 'canoeing']\"\n",
            " \"['birding', 'nature-trips', 'trail-running', 'walking']\"\n",
            " \"['backpacking', 'camping', 'fishing', 'hiking', 'rock-climbing', 'snowshoeing', 'trail-running', 'fly-fishing']\"\n",
            " \"['backpacking', 'camping', 'hiking', 'snowshoeing', 'walking', 'cross-country-skiing']\"\n",
            " \"['backpacking', 'birding', 'camping', 'hiking', 'snowshoeing', 'cross-country-skiing', 'fly-fishing']\"\n",
            " \"['backpacking', 'birding', 'camping', 'hiking', 'nature-trips', 'paddle-sports', 'trail-running', 'canoeing']\"\n",
            " \"['backpacking', 'birding', 'camping', 'fishing', 'hiking', 'nature-trips', 'paddle-sports', 'walking', 'whitewater-kayaking', 'fly-fishing', 'canoeing']\"\n",
            " \"['backpacking', 'birding', 'hiking', 'nature-trips', 'skiing']\"\n",
            " \"['backpacking', 'birding', 'camping', 'fishing', 'hiking', 'nature-trips', 'paddle-sports', 'snowshoeing', 'trail-running', 'whitewater-kayaking', 'canoeing']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'paddle-sports', 'walking', 'whitewater-kayaking', 'canoeing']\"\n",
            " \"['birding', 'camping', 'fishing', 'hiking', 'paddle-sports', 'walking', 'canoeing']\"\n",
            " \"['birding', 'mountain-biking', 'nature-trips', 'walking']\"\n",
            " \"['backpacking', 'birding', 'camping', 'fishing', 'hiking', 'nature-trips', 'paddle-sports', 'trail-running', 'canoeing']\"\n",
            " \"['birding', 'fishing', 'hiking', 'mountain-biking', 'nature-trips', 'paddle-sports', 'walking', 'whitewater-kayaking', 'canoeing']\"\n",
            " \"['backpacking', 'birding', 'camping', 'fishing', 'hiking', 'horseback-riding']\"\n",
            " \"['camping', 'paddle-sports', 'canoeing']\"\n",
            " \"['nature-trips', 'cross-country-skiing']\"\n",
            " \"['birding', 'nature-trips', 'road-biking', 'trail-running', 'walking']\"\n",
            " \"['birding', 'hiking', 'nature-trips', 'paddle-sports', 'walking', 'whitewater-kayaking']\"\n",
            " \"['backpacking', 'camping', 'nature-trips', 'walking']\"\n",
            " \"['backpacking', 'birding', 'camping', 'hiking', 'nature-trips', 'snowshoeing', 'trail-running', 'cross-country-skiing']\"\n",
            " \"['backpacking', 'birding', 'fishing', 'hiking', 'nature-trips', 'fly-fishing']\"\n",
            " \"['birding', 'nature-trips', 'skiing', 'snowshoeing']\"\n",
            " \"['birding', 'hiking', 'mountain-biking', 'road-biking', 'trail-running', 'walking']\"\n",
            " \"['backpacking', 'camping', 'fishing', 'hiking', 'trail-running', 'horseback-riding', 'fly-fishing']\"\n",
            " \"['birding', 'fishing', 'nature-trips', 'walking']\"\n",
            " \"['backpacking', 'hiking', 'horseback-riding']\"\n",
            " \"['birding', 'hiking', 'mountain-biking', 'nature-trips', 'walking', 'rails-trails']\"\n",
            " \"['backpacking', 'birding', 'camping', 'hiking', 'nature-trips', 'road-biking', 'trail-running', 'horseback-riding']\"]\n",
            "\n",
            "Unique Values for units\n",
            "['i' 'm']\n",
            "\n",
            "END OF TRAIL DATA ANALYSIS!\n",
            "Unique Values for Species ID\n",
            "['ACAD-1000' 'ACAD-1001' 'ACAD-1002' ... 'ZION-2793' 'ZION-2794'\n",
            " 'ZION-2795']\n",
            "\n",
            "Unique Values for Park Name\n",
            "['Acadia National Park' 'Arches National Park' 'Badlands National Park'\n",
            " 'Big Bend National Park' 'Biscayne National Park'\n",
            " 'Black Canyon of the Gunnison National Park' 'Bryce Canyon National Park'\n",
            " 'Canyonlands National Park' 'Capitol Reef National Park'\n",
            " 'Carlsbad Caverns National Park' 'Channel Islands National Park'\n",
            " 'Congaree National Park' 'Crater Lake National Park'\n",
            " 'Cuyahoga Valley National Park' 'Denali National Park and Preserve'\n",
            " 'Death Valley National Park' 'Dry Tortugas National Park'\n",
            " 'Everglades National Park'\n",
            " 'Gates Of The Arctic National Park and Preserve' 'Glacier National Park'\n",
            " 'Glacier Bay National Park and Preserve' 'Great Basin National Park'\n",
            " 'Grand Canyon National Park'\n",
            " 'Great Sand Dunes National Park and Preserve'\n",
            " 'Great Smoky Mountains National Park' 'Grand Teton National Park'\n",
            " 'Guadalupe Mountains National Park' 'Haleakala National Park'\n",
            " 'Hawaii Volcanoes National Park' 'Hot Springs National Park'\n",
            " 'Isle Royale National Park' 'Joshua Tree National Park'\n",
            " 'Katmai National Park and Preserve' 'Kenai Fjords National Park'\n",
            " 'Kobuk Valley National Park' 'Lake Clark National Park and Preserve'\n",
            " 'Lassen Volcanic National Park' 'Mammoth Cave National Park'\n",
            " 'Mesa Verde National Park' 'Mount Rainier National Park'\n",
            " 'North Cascades National Park' 'Olympic National Park'\n",
            " 'Petrified Forest National Park' 'Pinnacles National Park'\n",
            " 'Redwood National Park' 'Rocky Mountain National Park'\n",
            " 'Saguaro National Park' 'Sequoia and Kings Canyon National Parks'\n",
            " 'Shenandoah National Park' 'Theodore Roosevelt National Park'\n",
            " 'Voyageurs National Park' 'Wind Cave National Park'\n",
            " 'Wrangell - St Elias National Park and Preserve'\n",
            " 'Yellowstone National Park' 'Yosemite National Park' 'Zion National Park']\n",
            "\n",
            "Unique Values for Category\n",
            "['Mammal' 'Bird' 'Reptile' 'Amphibian' 'Fish' 'Vascular Plant'\n",
            " 'Spider/Scorpion' 'Insect' 'Invertebrate' 'Fungi' 'Nonvascular Plant'\n",
            " 'Crab/Lobster/Shrimp' 'Slug/Snail' 'Algae']\n",
            "\n",
            "Unique Values for Order\n",
            "['Artiodactyla' 'Carnivora' 'Chiroptera' 'Lagomorpha' 'Rodentia'\n",
            " 'Soricomorpha' 'Accipitriformes' 'Anseriformes' 'Apodiformes'\n",
            " 'Caprimulgiformes' 'Charadriiformes' 'Columbiformes' 'Coraciiformes'\n",
            " 'Cuculiformes' 'Falconiformes' 'Galliformes' 'Gaviiformes' 'Gruiformes'\n",
            " 'Passeriformes' 'Pelecaniformes' 'Piciformes' 'Podicipediformes'\n",
            " 'Procellariiformes' 'Strigiformes' 'Suliformes' 'Squamata' 'Testudines'\n",
            " 'Anura' 'Caudata' 'Anguilliformes' 'Atheriniformes' 'Clupeiformes'\n",
            " 'Cypriniformes' 'Cyprinodontiformes' 'Esociformes' 'Gadiformes'\n",
            " 'Gasterosteiformes' 'Osmeriformes' 'Perciformes' 'Pleuronectiformes'\n",
            " 'Salmoniformes' 'Siluriformes' nan 'Acorales' 'Alismatales' 'Apiales'\n",
            " 'Aquifoliales' 'Asparagales' 'Asterales' 'Boraginales' 'Brassicales'\n",
            " 'Caryophyllales' 'Celastrales' 'Ceratophyllales' 'Commelinales'\n",
            " 'Cornales' 'Cucurbitales' 'Dipsacales' 'Equisetales' 'Ericales' 'Fabales'\n",
            " 'Fagales' 'Gentianales' 'Geraniales' 'Isoetales' 'Lamiales' 'Liliales'\n",
            " 'Lycopodiales' 'Malpighiales' 'Malvales' 'Myrtales' 'Nymphaeales'\n",
            " 'Ophioglossales' 'Osmundales' 'Oxalidales' 'Pinales' 'Piperales' 'Poales'\n",
            " 'Polypodiales' 'Ranunculales' 'Rosales' 'Santalales' 'Sapindales'\n",
            " 'Saxifragales' 'Selaginellales' 'Solanales' 'Vitales' 'Ephedrales'\n",
            " 'Zygophyllales' 'Perissodactyla' 'Osteoglossiformes' 'Araneae'\n",
            " 'Coleoptera' 'Diptera' 'Hemiptera' 'Hymenoptera' 'Lepidoptera'\n",
            " 'Orthoptera' 'Stauromedusae' 'Acarosporales' 'Agyriales' 'Arthoniales'\n",
            " 'Candelariales' 'Lecanorales' 'Lichinales' 'Ostropales' 'Peltigerales'\n",
            " 'Pertusariales' 'Rhizocarpales' 'Teloschistales' 'Umbilicariales'\n",
            " 'Verrucariales' 'Didelphimorphia' 'Trogoniformes' 'Acipenseriformes'\n",
            " 'Characiformes' 'Semionotiformes' 'Arecales' 'Crossosomatales'\n",
            " 'Garryales' 'Schizaeales' 'Bartramiales' 'Bryales' 'Dicranales'\n",
            " 'Funariales' 'Grimmiales' 'Hedwigiales' 'Hypnales' 'Orthotrichales'\n",
            " 'Pottiales' 'Cetacea' 'Sirenia' 'Ciconiiformes' 'Phaethontiformes'\n",
            " 'Phoenicopteriformes' 'Crocodilia' 'Albuliformes' 'Amiiformes'\n",
            " 'Aulopiformes' 'Batrachoidiformes' 'Beloniformes' 'Beryciformes'\n",
            " 'Carcharhiniformes' 'Elopiformes' 'Lampridiformes' 'Lophiiformes'\n",
            " 'Mugiliformes' 'Myliobatiformes' 'Ophidiiformes' 'Orectolobiformes'\n",
            " 'Percopsiformes' 'Pristiformes' 'Rajiformes' 'Rhinobatiformes'\n",
            " 'Scorpaeniformes' 'Squaliformes' 'Stomiiformes' 'Tetraodontiformes'\n",
            " 'Torpediniformes' 'Canellales' 'Cycadales' 'Laurales' 'Magnoliales'\n",
            " 'Psilotales' 'Zingiberales' 'Anthoathecatae' 'Scleractinia' 'Salviniales'\n",
            " 'Cingulata' 'Chimaeriformes' 'Heterodontiformes' 'Lamniformes'\n",
            " 'Myctophiformes' 'Myxiniformes' 'Squatiniformes' 'Proteales'\n",
            " 'Acrochaetiales' 'Ahnfeltiales' 'Bangiales' 'Bonnemaisoniales'\n",
            " 'Bryopsidales' 'Ceramiales' 'Cladophorales' 'Corallinales' 'Gelidiales'\n",
            " 'Gigartinales' 'Rhodymeniales' 'Ulvales' 'Amphipoda' 'Decapoda'\n",
            " 'Pedunculata' 'Sessilia' 'Archaeogastropoda' 'Basommatophora'\n",
            " 'Neogastropoda' 'Neotaenioglossa' 'Patellogastropoda'\n",
            " 'Systellommatophora' 'Mesostigmata' 'Actiniaria' 'Amphioxiformes'\n",
            " 'Apodida' 'Arbacioida' 'Aspidochirotida' 'Canalipalpata' 'Cheilostomata'\n",
            " 'Chitonida' 'Clathrinida' 'Clypeasteroida' 'Cyclostomata'\n",
            " 'Dendrochirotida' 'Diadematoida' 'Echinoida' 'Enterogona' 'Forcipulatida'\n",
            " 'Limoida' 'Lingulida' 'Molpadiida' 'Myoida' 'Mytiloida' 'Octopoda'\n",
            " 'Ophiurida' 'Ostreoida' 'Paxillosida' 'Pholadomyoida' 'Pleurogona'\n",
            " 'Pterioida' 'Pyrosomida' 'Salpida' 'Sepiolida' 'Solemyoida' 'Spatangoida'\n",
            " 'Spinulosida' 'Temnopleuroida' 'Teuthida' 'Valvatida' 'Veneroida'\n",
            " 'Cutleriales' 'Desmarestiales' 'Dictyosiphonales' 'Dictyotales'\n",
            " 'Ectocarpales' 'Fucales' 'Laminariales' 'Scytosiphonales'\n",
            " 'Sphacelariales' 'Sporochnales' 'Dioscoreales' 'Porellales'\n",
            " 'Sphaeropleales' 'Sphagnales' 'Harpacticoida' 'Isopoda'\n",
            " 'Architaenioglossa' 'Nudibranchia' 'Stylommatophora' 'Ephemeroptera'\n",
            " 'Mantodea' 'Megaloptera' 'Odonata' 'Plecoptera' 'Trichoptera'\n",
            " 'Arhynchobdellida' 'Collembola' 'Neoophora' 'Spirobolida' 'Tubificida'\n",
            " 'Agaricales' 'Atractiellales' 'Auriculariales' 'Boletales'\n",
            " 'Cantharellales' 'Capnodiales' 'Ceratiomyxales' 'Dacrymycetales'\n",
            " 'Geastrales' 'Geoglossales' 'Helotiales' 'Hymenochaetales' 'Lecideales'\n",
            " 'Leotiales' 'Liceales' 'Lycoperdales' 'Pezizales' 'Phallales'\n",
            " 'Physarales' 'Polyporales' 'Pyrenulales' 'Russulales' 'Stemonitales'\n",
            " 'Tremellales' 'Trichiales' 'Trypetheliales' 'Xylariales' 'Achnanthales'\n",
            " 'Aulacoseirales' 'Bacillariales' 'Cymbellales' 'Eunotiales'\n",
            " 'Fragilariales' 'Naviculales' 'Surirellales' 'Tabellariales'\n",
            " 'Petromyzontiformes' 'Anthocerotales' 'Chaetosphaeridiales'\n",
            " 'Chlamydomonadales' 'Chlorellales' 'Desmidiales' 'Encalyptales'\n",
            " 'Glaucocystales' 'Jungermanniales' 'Marchantiales' 'Oedogoniales'\n",
            " 'Pelliales' 'Polytrichales' 'Rhizogoniales' 'Splachnales' 'Ulotrichales'\n",
            " 'Zygnematales' 'Anostraca' 'Bolelloid' 'Brandionus' 'Calanoida'\n",
            " 'Cyclopoida' 'Diplostraca' 'Ostracoda' 'Podocopida' 'Ixodida' 'Opiliones'\n",
            " 'Scorpiones' 'Archaeognatha' 'Blattodea' 'Homoptera' 'Mecoptera'\n",
            " 'Neuroptera' 'Raphidioptera' 'Siphonaptera' 'Thysanoptera'\n",
            " 'Collothecaceae' 'Copelata' 'Flosculariaceae' 'Gordioidea' 'Julida'\n",
            " 'Lumbriculida' 'Parachela' 'Ploima' 'Polydesmida' 'Rhynchobdellida'\n",
            " 'Cortinariales' 'Dothideales' 'Eumycota' 'Exobasidiales' 'Hypocreales'\n",
            " 'Pleosporales' 'Pucciniales' 'Rhytismatales' 'Saprolegniales'\n",
            " 'Taphrinales' 'Uredinales' 'Ustilaginales' 'Chromalinales'\n",
            " 'Chrysocapsales' 'Coscinodiscales' 'Cryptomonadales' 'Gonyaulacales'\n",
            " 'Gymnodiniales' 'Isochrysidales' 'Melosirales' 'Mischococcales'\n",
            " 'Ochromonadales' 'Peridiniales' 'Prymnesiales' 'Rhizochloridales'\n",
            " 'Rhopalodiales' 'Thalassiophysales' 'Thalassiosirales' 'Tribonematales'\n",
            " 'Vaucheriales' 'Buxales' 'Heterostropha' 'Acari' 'Unionoida'\n",
            " 'Ptilidiales' 'Timmiales' 'Pseudophyllidea' 'Primates' 'Psittaciformes'\n",
            " 'Austrobaileyales' 'Batrachospermales' 'Charales' 'Klebsormidiales'\n",
            " 'Notostraca' 'Mesogastropoda' 'Acariformes' 'Pseudoscorpiones'\n",
            " 'Schizomida' 'Zygentoma' 'Callipodida' 'Rhabditida' 'Spirurida'\n",
            " 'Strongylida' 'Baeomycetales' 'Eurotiales' 'Microascales' 'Mucorales'\n",
            " 'Onygenales' 'Peronosporales' 'Sordariales' 'Trichosphaeriales'\n",
            " 'Mastogloiales' 'Pandanales' 'Synbranchiformes' 'Hymenophyllales'\n",
            " 'Picramniales' 'Andreaeales' 'Blasiales' 'Buxbaumiales' 'Fossombroniales'\n",
            " 'Metzgeriales' 'Scouleriales' 'Tetraphidales' 'Hexanchiformes'\n",
            " 'Stephanoberyciformes' 'Halymeniales' 'Palmariales' 'Peyssonneliales'\n",
            " 'Plocamiales' 'Euphausiacea' 'Poecilostomatoida' 'Trombidiformes'\n",
            " 'Alcyonacea' 'Halichondrida' 'Hydroida' 'Leptothecatae' 'Leucosolenida'\n",
            " 'Paleonemertea' 'Pennatulacea' 'Phrynophiurida' 'Poecilosclerida'\n",
            " 'Polycladida' 'Terebratulida' 'Velatida' 'Chaetophorales' 'Prasiolales'\n",
            " 'Oribatida' 'Psocoptera' 'Chordeumatida' 'Gomphales' 'Solpugida'\n",
            " 'Dendrocerotales' 'Hookeriales' 'Notothyladales' 'Pallaviciniales'\n",
            " 'Phasmida' 'Apochela' 'Branchiobdellida' 'Diplura' 'Echiniscoidea'\n",
            " 'Enchytraeida' 'Scolopendrida' 'Mycocaliciales' 'Erysiphales'\n",
            " 'Cyatheales' 'Gleicheniales' 'Gunnerales' 'Huerteales' 'Marattiales'\n",
            " 'Hildenbrandiales' 'Hypnodendrales' 'Neritopsina' 'Pseudoscorpionida'\n",
            " 'Sarcoptiformes' 'Dermaptera' 'Embioptera' 'Psocodea' 'Haplosclerida'\n",
            " 'Escalloniales' 'Tanaidacea' 'Anaspidea' 'Cephalaspidea' 'Notaspidea'\n",
            " 'Strepsiptera' 'Arcoida' 'Astrophorida' 'Baerida' 'Chondrosida'\n",
            " 'Cidaroida' 'Dictyoceratida' 'Echiurida' 'Eunicida' 'Hadromerida'\n",
            " 'Heteronemertea' 'Hoplonemertea' 'Lithobiomorpha' 'Opisthopora'\n",
            " 'Phyllodocida' 'Plagiorchiida' 'Scolecida' 'Spirostreptida' 'Zoantharia'\n",
            " 'Saccharomycetales' 'Coleochaetales' 'Chaetocerotales' 'Chlorococcales'\n",
            " 'Microthamniales' 'Solifugae' 'Ascaridida' 'Semaeostomeae'\n",
            " 'Sipunculiformes' 'Oedipodiales' 'Plumatellida' 'Endogonales'\n",
            " 'Bryoxiphiales' 'Grylloblattodea' 'Thelephorales' 'Mermithida'\n",
            " 'Zeiformes' 'Cryptonemiales' 'Erythropeltidales' 'Nemastomatales'\n",
            " 'Mysida' 'Podocopa' 'Odonates' 'Amphinomida' 'Corallimorpharia'\n",
            " 'Ctenostomata' 'Cydippida' 'Echinorhynchida' 'Echinostomida'\n",
            " 'Golfingiiformes' 'Haplotaxida' 'Opisthorchiida' 'Pantopoda'\n",
            " 'Phascolosomatiformes' 'Solitaria' 'Strigeatida' 'Trachymedusae'\n",
            " 'Botryosphaeriales' 'Chrysamoebidales' 'Rhizochrysidales' 'Tetrasporales'\n",
            " 'Trebouxiales' 'Conchostraca' 'Cyclorhagida' 'Corticiales'\n",
            " 'Echinostelliales' 'Neolectales' 'Pennales' 'Rhizosoleniales'\n",
            " 'Ginkgoales' 'Sebacinales' 'Siphonostomatoida' 'Myxosporida'\n",
            " 'Neoechinorhynchida']\n",
            "\n",
            "Unique Values for Family\n",
            "['Cervidae' 'Canidae' 'Felidae' ... 'Pseudeurotiaceae'\n",
            " 'Cunninghamellaceae' 'Saccharomycetaceae']\n",
            "\n",
            "Unique Values for Scientific Name\n",
            "['Alces alces' 'Odocoileus virginianus' 'Canis latrans' ...\n",
            " 'Selaginella utahensis' 'Calystegia longipes'\n",
            " 'Physalis hederifolia var. palmeri']\n",
            "\n",
            "Unique Values for Common Names\n",
            "['Moose' 'Northern White-Tailed Deer, Virginia Deer, White-Tailed Deer'\n",
            " 'Coyote, Eastern Coyote' ... 'Smalltooth Dodder' 'Large-Seed Dodder'\n",
            " \"Palmer's Ground-Cherry\"]\n",
            "\n",
            "Unique Values for Record Status\n",
            "['Approved' 'In Review' ' Purple Cockle' ' Dames Rocket' ' Manati'\n",
            " \" Ranchers' Fireweed\" ' Cocodrilo De Tumbes' ' Cabezon' ' Wapiti'\n",
            " ' Short-Tailed Weasel' ' White-Footed Mouse' ' Northern Goshawk'\n",
            " ' Northern Pintail' ' Common Poorwill' ' Pigeon Hawk' ' Bushtit'\n",
            " ' American Crow' ' Catbird' ' Robin' ' Speckled Trout' ' Osha'\n",
            " ' Wild Iris' ' Fringed Sage' ' Rushpink' ' Ground Daisy' ' Bluebell'\n",
            " ' Cenizo' ' Goosefoot' ' Claret Cup' \" Devil's Shoelaces\" ' Verdolagas'\n",
            " ' Chico' ' Skyrocket Gilia' ' Grass-Leaf Loco' ' Golden Pea'\n",
            " ' Storksbill' ' Cranesbill' ' Speedwell' ' Common Mullein' ' Willowherb'\n",
            " ' Wiregrass' ' Downy Chess' ' Leather Flower' ' Shadbush' ' Wild Rose'\n",
            " ' Skunkbush' ' Clover Bush' ' Kinnikinnick' ' Filaree' ' Liver Leaf*'\n",
            " ' *' ' Whortleberry' 'None' 'P.Nut Sedge']\n",
            "\n",
            "Unique Values for Occurrence\n",
            "['Present' 'Not Confirmed' 'Not Present (Historical Report)'\n",
            " 'Not Present (False Report)' 'Approved' nan 'Not Present' 'In Review']\n",
            "\n",
            "Unique Values for Nativeness\n",
            "['Native' 'Not Native' 'Unknown' nan 'Not Confirmed' 'Present']\n",
            "\n",
            "Unique Values for Abundance\n",
            "['Rare' 'Abundant' 'Common' nan 'Uncommon' 'Occasional' 'Unknown'\n",
            " 'Not Native' 'Native']\n",
            "\n",
            "Unique Values for Seasonality\n",
            "['Resident' nan 'Breeder' 'Vagrant' 'Migratory' 'Rare' 'Unknown'\n",
            " 'Breeder, Migratory' 'Breeder, Summer' 'Migratory, Vagrant' 'Uncommon'\n",
            " 'Breeder, Resident' 'Migratory, Winter' 'Breeder, Winter' 'Winter'\n",
            " 'Resident, Winter' 'Summer, Vagrant' 'Breeder, Resident, Summer'\n",
            " 'Resident, Summer' 'Summer' 'Breeder, Resident, Migratory, Summer'\n",
            " 'Breeder, Resident, Summer, Winter' 'Migratory, Summer' 'Winter, Vagrant'\n",
            " 'Common']\n",
            "\n",
            "Unique Values for Conservation Status\n",
            "[nan 'Species of Concern' 'Endangered' 'In Recovery' 'Threatened'\n",
            " 'Under Review' 'Proposed Threatened' 'Extinct' 'Proposed Endangered'\n",
            " 'Resident' 'Breeder' 'Migratory']\n",
            "\n",
            "Unique Values for Unnamed: 13\n",
            "[nan 'Endangered' 'Threatened' 'Species of Concern']\n",
            "\n",
            "Unique Values for Unnamed: 0\n",
            "[     0      1      2 ... 325855 325856 325857]\n",
            "\n",
            "Unique Values for id\n",
            "[  183319      109    51307 ... 49692446 50035217 51193080]\n",
            "\n",
            "Unique Values for name\n",
            "['Panoramic Ocean View Venice Beach'\n",
            " 'Amazing bright elegant condo park front *UPGRADED*'\n",
            " 'Spanish Bungalow Guest House LA CA. 30 plus nights' ...\n",
            " 'Lovely 1-bedroom condo next door to Gum Wall'\n",
            " 'Brick duplex- 10 min to downtown- 10 min to SEATAC'\n",
            " 'Cozy  2-bedroom apartment with free onsite parking']\n",
            "\n",
            "Unique Values for host_id\n",
            "[   867995       521    235568 ... 268690467 403563664 414338593]\n",
            "\n",
            "Unique Values for host_name\n",
            "['Barbara X' 'Paolo' 'David' ... 'Rina And Raphael' 'Nhung' 'Mandy & Andy']\n",
            "\n",
            "Unique Values for neighbourhood_group\n",
            "['City of Los Angeles' 'Other Cities' 'Unincorporated Areas' nan 'Hawaii'\n",
            " 'Maui' 'Honolulu' 'Kauai' 'Brooklyn' 'Queens' 'Bronx' 'Manhattan'\n",
            " 'Staten Island' 'Providence' 'Washington' 'Newport' 'Bristol' 'Kent'\n",
            " 'Lake City' 'Rainier Valley' 'West Seattle' 'Northgate' 'Delridge'\n",
            " 'Cascade' 'Other neighborhoods' 'Central Area' 'Capitol Hill'\n",
            " 'Seward Park' 'Ballard' 'Queen Anne' 'Magnolia' 'Beacon Hill' 'Downtown'\n",
            " 'University District' 'Interbay']\n",
            "\n",
            "Unique Values for neighbourhood\n",
            "['Venice' 'Culver City' 'Atwater Village' ... 'Industrial District'\n",
            " 'Roxhill' 'Holly Park']\n",
            "\n",
            "Unique Values for latitude\n",
            "[33.99211 33.98301 34.12206 ... 47.5133  47.51222 47.50374]\n",
            "\n",
            "Unique Values for longitude\n",
            "[-118.476      -118.38607    -118.26783    ... -122.34168411 -122.35545\n",
            " -122.32825   ]\n",
            "\n",
            "Unique Values for room_type\n",
            "['Entire home/apt' 'Private room' 'Shared room' 'Hotel room']\n",
            "\n",
            "Unique Values for price\n",
            "[ 152  115   75 ... 2515    3 2094]\n",
            "\n",
            "Unique Values for minimum_nights\n",
            "[  30    3    7   31    2    5   60    1    4   33   14  180  330   29\n",
            "   32  360  365   50   61    6   56   28   15   20   10   88   45   19\n",
            "   40   35   12  119   90  750   80  270  182  200  356   75   74    9\n",
            "  700   42  120    8  100  460  400  150   21   13   58  730  364   26\n",
            "   25   27  350   43 1000  500   39   44   37   55  450   91   62   18\n",
            "   24   23  229   94  300  359   48   76 1124   99  242  183  185   63\n",
            "  122  181   59  113  950  128   22  352 1111  175  130  600   41   70\n",
            "   93   11   82  280   95   89  186   65   16  165   17  154   85  999\n",
            "   34  170   73  366  240 1125  214  179  190  192   57  260   53  160\n",
            "   36  580  110  184   77  105  125  135  118  210   49   86  140  168\n",
            "  103   92  199  172  217  121   83   52  650  370  265  250 1250  198\n",
            "  900  480   68  299  108   98  133  222  153  114   96  304  499  307\n",
            "  273  238  259   38   64  301  244  104 1100  124   84]\n",
            "\n",
            "Unique Values for number_of_reviews\n",
            "[   3    2  138   30  378   37   13   24    0  188   12  196  130   34\n",
            "   23  314  238  142   85    9   25   38  269   60  237  140  684  393\n",
            "   16   54   22   45   95   46  234  661  170   14   64   36  157  184\n",
            "  735   94  296   86   68  484  185  231  115    4   61   39  253  543\n",
            "   80    8  132   59   21   26  200  273  120   51  333  167  217   47\n",
            "   35  168  271  464  102    1  361  247   99  160   40   18   81  560\n",
            "   15  173  223  444  332    5  198  525   17   10  145   75  251   98\n",
            "   28  371   55  259   83   58  204  263   77  169  124  458  249  436\n",
            "   31  119   62  518  143   20   48  216   65  220  110   52  563  299\n",
            "  131   63   32   56  567  106  148   11  201   19  175  136  448  246\n",
            "  187  606  151  177    7  306   43  739  101   33   66  451  100   41\n",
            "  104  164  289   44   84  435  405   53  125   88  318  488  108  564\n",
            "  432   71  121  158   27  214  280  860  749  291   91  118  126  758\n",
            "  165  471  472   67  605   76  427  141  494  412  262  252   70  182\n",
            "  387  155  483  453  186  235  109  495  372  516  589  383  105  152\n",
            "  210  113  248  103  490  352   69   29   78  228  493  281  255    6\n",
            "  225  353  172  123  785   93  322  628  364   92  116  139  107  481\n",
            "  312   50   90  240  325  245  320  133  491  317  542   49  179  127\n",
            "  355   42  409   57  153  218  363  437  258  620  154  205  241  161\n",
            "   73  348  150  267  370  463  521   96  781  633  561  270  137  114\n",
            "  286  112  295  698  465  277  341  287   79  285  208  308  301  171\n",
            "  134  162  652   89  368  239   87  323  144  215  434  189   72  244\n",
            "  386  224  129  197  282  243  482  443  206  146  213  265  202  624\n",
            "  194  147  183  530  327  209  433  226  211  293  297 1027  192  402\n",
            "   97  548  236  178  408  850   74  166  365  212  268  625  292  398\n",
            "  128  344  346  156  631  357  338  302  407  117  219  181  324  496\n",
            "   82  345  274  374  313  233  250  359  279  415  261  616  122  776\n",
            "  203  180  191  307  227  358  429  326  257  230  489  428  315  222\n",
            "  339  403  159  449  537  450  362  305  195  886  401  298  485  423\n",
            "  379  572  366  385  229  309  334  460  351  507  473  347  232  373\n",
            "  284  310  410  384  511  276  149  266  389  304  336  176  377  420\n",
            "  340  290  135  369  586  413  193  294  199  350  396  163  367  174\n",
            "  887  706  111  446  329  264  900  342  425  528  426  207  585  330\n",
            "  392  321  278  260  536  558  337  354  394  430  447  288  283  349\n",
            "  524  303  406  562  638  459  746  551  419  331  653  190  300  556\n",
            "  487  399  242  272  547  221  343  381  546  593  470  552  512  388\n",
            "  376  256  751  319  478  648  513  397  380  335  534  550  788  520\n",
            "  592  316  440  328  414  486  404  523  417  499  531  613  442  687\n",
            "  747  851  787  424  400  475  504  422  391  809  468  275  875  457\n",
            "  533  501  455  602  254  395  526  390  411  441  360  474  509 1001\n",
            " 1702  311  569  498  538  667  479 1175 1043  697  847  421  375  856\n",
            "  594  826  642  527 1009  612  670  508  456  418  514  710  591  639\n",
            "  510  497  506  356  600  555  477  646  964  476  575 1055  578  777\n",
            "  655  727  659  656  838  683  945  568  554  709  590  529  517  469\n",
            "  438  611  532  559  832  771  596  734  503  502  745  649  691  431\n",
            "  445  682  703  618  492  382  416  654  635  577  505  940  753  960\n",
            "  688  540  872  461  664  452  462  675  603  627  694  743  466  500\n",
            "  765  480  916  795  748  728  595  565  690  619  522  677  549  644\n",
            " 1724  598  880  439  663  701  750  587  914  657  840  798  574  897\n",
            "  588  621  754  647  541  718  580  671  632 1300  705  640  681  719\n",
            "  650  608  937  599  545  570  696  738  576  544  604  579  571  761\n",
            "  725  668  467 1025  665  816  844  902  783  808  711  584  645  722\n",
            "  993 2600  553  835  759  573  933  685  954 1100  729 1029  700  626\n",
            "  686  717 1489  581  793  713  636 1093  617  923  805 1098  622  857\n",
            "  760  662  519  643  539  789 1010 1518  702  583  714  515 1542  927\n",
            "  615  607  733  704  597  888 1384 1480 1229  893  894  680  820  723\n",
            "  695  535  689  707  911  673  768  609  969  855  651  712  834  778\n",
            "  752  774  454  557  692 1058  610  674  658 1197  948  967  807  744\n",
            "  731 1040  822  629  637  842  828  742  623  660  614  918  773  898\n",
            " 1062  936  775 1032  889  762  755  708  630  810  922  736  566  942\n",
            "  791 1185  871  679]\n",
            "\n",
            "Unique Values for last_review\n",
            "['2019-02-25' '2016-05-15' '2020-12-13' ... '2016-03-14' '2017-01-26'\n",
            " '2017-11-03']\n",
            "\n",
            "Unique Values for reviews_per_month\n",
            "[2.000e-02 1.000e-02 9.800e-01 ... 1.239e+01 1.768e+01 1.140e+01]\n",
            "\n",
            "Unique Values for calculated_host_listings_count\n",
            "[  2   1   4   3   8  10   5   7   9  43  15   6  19  30  17  23  41  14\n",
            "  16  20  12  13  18  11  35  21  27  44  33  51  24  78  36  46  58  37\n",
            "  47 116  22  25  38 140  26  59  70  49  50  97 344  60  83  77  40 148\n",
            "  28  29  56 638  55 117  32  89  42  65  76  64  31  94  34 135  52  45\n",
            " 126 118  66  63 131  79  72  48 213  90  69  74  57 146 154  61 141  86\n",
            " 184 301 401  39  62 233 156 157 235  96  99 170  68 100  80 206 119  88\n",
            " 351  95 306 303 280 193 160 223 101  71  75 270 260 112 200  93  92  53\n",
            " 177 143 111 132 338 416  91 127  54 188 179 134  84 660 178 166 525  81\n",
            " 258 113 477  82 383 262 214  85 436 189 229 163  98 175 109 453 288 158\n",
            "  73 107 124  67 114 120 147 196 145 207 186 313 115 104 369]\n",
            "\n",
            "Unique Values for availability_365\n",
            "[  0 139 224 348 202 358 323 250 357 365 259 364 215  48  77 311  28 282\n",
            " 101 330 129 256 269 268 253 161 272  60  61  67 284 279 262 267 289 294\n",
            " 148  37 324 333 335  42 296 283  64 312 179 166   6 180 165  15 112  33\n",
            " 152 338 225  39  35  17 162  78 232  89 227  29 178 343 360 252 164 254\n",
            " 271 234 336 291 233 354 352 300   3 339  56 334 171 308 222  20 223 328\n",
            " 186 359 242  97  13 276 356 301 173 121 142 243 141  58 212  59 177 362\n",
            " 351 355 221 344  38 116 246 297 347 314 163 183 342 275 295 332  46  90\n",
            "  34 220 244 286 168 349 313 193 346 144  45 264 266 327 204 109 122  88\n",
            " 299  84 270 205 143 208 326  66 126 172 258 316  69 131 235 169  70 321\n",
            " 149 363  54 353 302 318 130 260 340 128 196 248   8 263 310 361 241 207\n",
            " 120  92 331 341 236 195 110  82 274 185 322  47 230  14 317 155   9 288\n",
            " 251 345 218  31 114 292 191   1 200 329 153 135   4 273 240  50  98  71\n",
            "  63 350 132 231 320 174  36 133 315  51  87  49  57 213 203  86 307 156\n",
            "   2 228  10  85 249 124 157 265  80 298 229 281  55  91  21 188 255 290\n",
            " 287 257  75 108  11 209 238 145 245 113  95  68 194 159  32 261 192 190\n",
            " 118 160  52 158 247 285 237  72 154 277 305  24  65 280  83  76  41  27\n",
            " 102 140 211 125  40 127 217 115 175 117  44 103  81 137 134 309 293 337\n",
            " 170 325 182 189  53  79 100 201 206  62 104 239   5  93  18 306  19 219\n",
            "  74  30 150  73 319 214 119   7 210 105 197 146 123 106 167 138 107  22\n",
            " 176 303 216 181  25 304 111  99  23 199  12  16  26 187 198 278  96  43\n",
            " 147 136 226 151  94 184]\n",
            "\n",
            "Unique Values for number_of_reviews_ltm\n",
            "[   0   41    6    1    3    4    2   14   15    7   16   24   90   43\n",
            "   55   34   21   17   57    5   19   10   37    9   27    8   12   23\n",
            "   62   28   11   87   31   13   39   70   48   61   60   29   93   82\n",
            "   26   20   36   94   22   33   59   83   65  101   85   38   81   42\n",
            "   30   32   92   18   99   66   35   25   52  108   71   74   80   84\n",
            "   46   53   75   58   47   69   72   64   49   45   63  100   40   54\n",
            "   50  102   89   44  106   77   68  109   88   51  133   96   73  104\n",
            "   67  105   91   78   76   79  155   56  174  114  103  127  112  115\n",
            "  107   97   86  119  136  166  116   98  131  162  148  113  143  117\n",
            "  125   95  123  137  144  217  132  141  147  159  118  135  129  120\n",
            "  152  124  134  153  110  122  170  138  274  167  160  194  128  161\n",
            "  833  111  163  260  180  140  281  280  525  523  222  693  139  145\n",
            "  176  210  154  121  158  151  172  126  130  142  146  227  150  386\n",
            "  415  348  362  282  231  173  447  294  164  212  244  156  149  165\n",
            "  193  203  175  292  318  352  341  266  259  179  319  491  242  725\n",
            "  748  186  197  182  198  169  168  184  306  510 1284  373  220  238\n",
            "  209  235  254  234  226  392  444  233  355  382  256  178  553  251\n",
            "  177  208  236  215  191  910  332  887  204  157  200  860  927  263\n",
            "  232  322  195  300  317  297  183  339  375  793  189  888  949  708\n",
            "  376  536  320  187  463  327  820  331  190  393  214  211  185  324\n",
            "  206  201  768  239  240  299  316  257  181  304  335  255  188  301]\n",
            "\n",
            "Unique Values for license\n",
            "[nan 'HSR19-001336' '228269' ... 'STR-OPLI-19-002811' 'STR-OPLI-22-001325'\n",
            " 'STR-OPLI-19-001034']\n",
            "\n",
            "Unique Values for state\n",
            "['CA' 'CO' 'DC' 'FL' 'HI' 'IL' 'LA' 'MA' 'MN' 'NC' 'NJ' 'NV' 'NY' 'OH'\n",
            " 'OR' 'RI' 'TN' 'TX' 'WA']\n",
            "\n",
            "Unique Values for city\n",
            "['Los Angeles' 'Oakland' 'Pacific Grove' 'San Diego' 'San Francisco'\n",
            " 'San Mateo County' 'Santa Clara County' 'Santa Cruz County' 'Denver'\n",
            " 'Washington D.C.' 'Broward' 'Hawaii' 'Chicago' 'New Orleans' 'Boston'\n",
            " 'Cambridge' 'Twin Cities MSA' 'Asheville' 'Jersey City' 'Newark'\n",
            " 'Clark County' 'New York City' 'Columbus' 'Portland' 'Salem'\n",
            " 'Rhode Island' 'Nashville' 'Austin' 'Dallas' 'Fort Worth' 'Seattle']\n",
            "\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "trails.isnull().sum()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "xplSjgyLbjiC",
        "outputId": "89c80a8e-9336-4aae-ec61-b0aab2faa7a4"
      },
      "execution_count": 22,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "trail_id               0\n",
              "name                   0\n",
              "area_name              0\n",
              "city_name              0\n",
              "state_name             0\n",
              "country_name           0\n",
              "_geoloc                0\n",
              "popularity             0\n",
              "length                 0\n",
              "elevation_gain         0\n",
              "difficulty_rating      0\n",
              "route_type             0\n",
              "visitor_usage        253\n",
              "avg_rating             0\n",
              "num_reviews            0\n",
              "features               0\n",
              "activities             0\n",
              "units                  0\n",
              "dtype: int64"
            ]
          },
          "metadata": {},
          "execution_count": 22
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "species.isnull().sum()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "1YckhkrPb0A7",
        "outputId": "134187d6-897d-40d7-f6df-ef969bcb817e"
      },
      "execution_count": 23,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Species ID                  0\n",
              "Park Name                   0\n",
              "Category                    0\n",
              "Order                    1472\n",
              "Family                   1512\n",
              "Scientific Name             0\n",
              "Common Names                0\n",
              "Record Status               0\n",
              "Occurrence              20142\n",
              "Nativeness              25045\n",
              "Abundance               42942\n",
              "Seasonality             99091\n",
              "Conservation Status    114530\n",
              "Unnamed: 13            119243\n",
              "dtype: int64"
            ]
          },
          "metadata": {},
          "execution_count": 23
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "airbnb.isnull().sum()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "D2J9PGxWb4tk",
        "outputId": "b22a20b0-90de-4a9e-c7d0-86f677ad6dc8"
      },
      "execution_count": 24,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Unnamed: 0                             0\n",
              "id                                     0\n",
              "name                                  19\n",
              "host_id                                0\n",
              "host_name                           1144\n",
              "neighbourhood_group               170811\n",
              "neighbourhood                        712\n",
              "latitude                               0\n",
              "longitude                              0\n",
              "room_type                              0\n",
              "price                                  0\n",
              "minimum_nights                         0\n",
              "number_of_reviews                      0\n",
              "last_review                        62692\n",
              "reviews_per_month                  62692\n",
              "calculated_host_listings_count         0\n",
              "availability_365                       0\n",
              "number_of_reviews_ltm                  0\n",
              "license                           239223\n",
              "state                                  0\n",
              "city                                   0\n",
              "dtype: int64"
            ]
          },
          "metadata": {},
          "execution_count": 24
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "XKE-j-xEEZGn"
      },
      "source": [
        "## Misentered Value Detection\n",
        "\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "vbXfqCeeExu2",
        "outputId": "1efcd084-5ea9-496a-846c-bffe0b31570c",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "source": [
        "parks.max()"
      ],
      "execution_count": 12,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Park Code                  ZION\n",
              "Park Name    Zion National Park\n",
              "State                WY, MT, ID\n",
              "Acres                   8323148\n",
              "Latitude                  67.78\n",
              "Longitude                -68.21\n",
              "dtype: object"
            ]
          },
          "metadata": {},
          "execution_count": 12
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "gg-BDC8cE5KT",
        "outputId": "3a92d1cf-d680-4b7b-cd69-455570dd41da",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "source": [
        "parks.min()"
      ],
      "execution_count": 13,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Park Code                    ACAD\n",
              "Park Name    Acadia National Park\n",
              "State                          AK\n",
              "Acres                        5550\n",
              "Latitude                    19.38\n",
              "Longitude                 -159.28\n",
              "dtype: object"
            ]
          },
          "metadata": {},
          "execution_count": 13
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "species.max()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "7lc4wippV0kH",
        "outputId": "6d1d2d67-1e96-41f9-f0c4-15c7ef5bd06d"
      },
      "execution_count": 14,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "<ipython-input-14-5ad270b7d547>:1: FutureWarning: The default value of numeric_only in DataFrame.max is deprecated. In a future version, it will default to False. In addition, specifying 'numeric_only=None' is deprecated. Select only valid columns or specify the value of numeric_only to silence this warning.\n",
            "  species.max()\n"
          ]
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Species ID                  ZION-2795\n",
              "Park Name          Zion National Park\n",
              "Category               Vascular Plant\n",
              "Scientific Name         physa virgata\n",
              "Common Names               ´_Wikiwiki\n",
              "Record Status             P.Nut Sedge\n",
              "dtype: object"
            ]
          },
          "metadata": {},
          "execution_count": 14
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "species.min()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "yJAn4y0IV2rB",
        "outputId": "49420529-dcdb-48ec-8544-45aa4e0166ad"
      },
      "execution_count": 15,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "<ipython-input-15-7da4fe62a157>:1: FutureWarning: The default value of numeric_only in DataFrame.min is deprecated. In a future version, it will default to False. In addition, specifying 'numeric_only=None' is deprecated. Select only valid columns or specify the value of numeric_only to silence this warning.\n",
            "  species.min()\n"
          ]
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Species ID                                                 ACAD-1000\n",
              "Park Name                                       Acadia National Park\n",
              "Category                                                       Algae\n",
              "Scientific Name                                           Aaptolasma\n",
              "Common Names       \"Tropical\" Kingbird,In Review,Present,Not Nati...\n",
              "Record Status                                                      *\n",
              "dtype: object"
            ]
          },
          "metadata": {},
          "execution_count": 15
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "trails.max()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "vbKluVp2V6aD",
        "outputId": "8a5a9e75-4f5b-41b0-ad04-6230a9fa2714"
      },
      "execution_count": 16,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "trail_id                                                 10545419\n",
              "name                 Zumwalt Meadow Trail to Kanawyers Trail Loop\n",
              "area_name                                      Zion National Park\n",
              "city_name                                            Yucca Valley\n",
              "state_name                                                Wyoming\n",
              "country_name                                        United States\n",
              "_geoloc                      {'lat': 63.88374, 'lng': -149.26764}\n",
              "popularity                                                84.6229\n",
              "length                                                 529794.728\n",
              "elevation_gain                                          14029.944\n",
              "difficulty_rating                                               7\n",
              "route_type                                         point to point\n",
              "visitor_usage                                                 4.0\n",
              "avg_rating                                                    5.0\n",
              "num_reviews                                                  3903\n",
              "features                                                       []\n",
              "activities                                            ['walking']\n",
              "units                                                           m\n",
              "dtype: object"
            ]
          },
          "metadata": {},
          "execution_count": 16
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "trails.min()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "HoqXQe2JV8T4",
        "outputId": "835a1c3e-e9fc-4647-84a5-de9b5fe3a5b8"
      },
      "execution_count": 17,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "trail_id                                                      10000013\n",
              "name                         1.5 Mile Resthouse via Bright Angel Trail\n",
              "area_name                                         Acadia National Park\n",
              "city_name                                                        Afton\n",
              "state_name                                                      Alaska\n",
              "country_name                                                    Hawaii\n",
              "_geoloc                           {'lat': 19.08609, 'lng': -155.68402}\n",
              "popularity                                                         0.0\n",
              "length                                                             0.0\n",
              "elevation_gain                                                     0.0\n",
              "difficulty_rating                                                    1\n",
              "route_type                                                        loop\n",
              "visitor_usage                                                      1.0\n",
              "avg_rating                                                         0.0\n",
              "num_reviews                                                          0\n",
              "features             ['ada', 'beach', 'dogs-no', 'forest', 'kids', ...\n",
              "activities           ['backpacking', 'bike-touring', 'birding', 'ca...\n",
              "units                                                                i\n",
              "dtype: object"
            ]
          },
          "metadata": {},
          "execution_count": 17
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "airbnb.max()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "UibHfKuMV9o1",
        "outputId": "4d56cae2-c462-4c9d-c605-db2a8cfe905a"
      },
      "execution_count": 18,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "<ipython-input-18-e5059d685668>:1: FutureWarning: The default value of numeric_only in DataFrame.max is deprecated. In a future version, it will default to False. In addition, specifying 'numeric_only=None' is deprecated. Select only valid columns or specify the value of numeric_only to silence this warning.\n",
            "  airbnb.max()\n"
          ]
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Unnamed: 0                                    325857\n",
              "id                                725165330340190849\n",
              "host_id                                    481002317\n",
              "latitude                                      47.748\n",
              "longitude                                  -70.91325\n",
              "room_type                                Shared room\n",
              "price                                         100000\n",
              "minimum_nights                                  1250\n",
              "number_of_reviews                               2600\n",
              "reviews_per_month                             190.48\n",
              "calculated_host_listings_count                   660\n",
              "availability_365                                 365\n",
              "number_of_reviews_ltm                           1284\n",
              "state                                             WA\n",
              "city                                 Washington D.C.\n",
              "dtype: object"
            ]
          },
          "metadata": {},
          "execution_count": 18
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "airbnb.min()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "a-X3h-qPV_k2",
        "outputId": "25244f55-acd4-4fb6-f12e-ca6483abab51"
      },
      "execution_count": 19,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "<ipython-input-19-9034cf5affba>:1: FutureWarning: The default value of numeric_only in DataFrame.min is deprecated. In a future version, it will default to False. In addition, specifying 'numeric_only=None' is deprecated. Select only valid columns or specify the value of numeric_only to silence this warning.\n",
            "  airbnb.min()\n"
          ]
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "Unnamed: 0                                      0\n",
              "id                                            109\n",
              "host_id                                        23\n",
              "latitude                                 18.92025\n",
              "longitude                              -159.71462\n",
              "room_type                         Entire home/apt\n",
              "price                                           0\n",
              "minimum_nights                                  1\n",
              "number_of_reviews                               0\n",
              "reviews_per_month                            0.01\n",
              "calculated_host_listings_count                  1\n",
              "availability_365                                0\n",
              "number_of_reviews_ltm                           0\n",
              "state                                          CA\n",
              "city                                    Asheville\n",
              "dtype: object"
            ]
          },
          "metadata": {},
          "execution_count": 19
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "Looking at the above minumum and maximum values for each attributes for every dataframe, we can see that there isn't any misentered values. "
      ],
      "metadata": {
        "id": "3vrQg6LNb-Rn"
      }
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "9AnEwcJlGaKh"
      },
      "source": [
        "## Distribution Examination\n",
        "\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "VfFlNhH5JHEN",
        "outputId": "c6d559c9-c196-4216-c969-e75c66db7611",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 300
        }
      },
      "source": [
        "parks.describe()"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "              Acres   Latitude   Longitude\n",
              "count  5.600000e+01  56.000000   56.000000\n",
              "mean   9.279291e+05  41.233929 -113.234821\n",
              "std    1.709258e+06  10.908831   22.440287\n",
              "min    5.550000e+03  19.380000 -159.280000\n",
              "25%    6.901050e+04  35.527500 -121.570000\n",
              "50%    2.387645e+05  38.550000 -110.985000\n",
              "75%    8.173602e+05  46.880000 -103.400000\n",
              "max    8.323148e+06  67.780000  -68.210000"
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-df188b8c-c6e9-460f-89df-e5d12d278f28\">\n",
              "    <div class=\"colab-df-container\">\n",
              "      <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>Acres</th>\n",
              "      <th>Latitude</th>\n",
              "      <th>Longitude</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>count</th>\n",
              "      <td>5.600000e+01</td>\n",
              "      <td>56.000000</td>\n",
              "      <td>56.000000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>mean</th>\n",
              "      <td>9.279291e+05</td>\n",
              "      <td>41.233929</td>\n",
              "      <td>-113.234821</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>std</th>\n",
              "      <td>1.709258e+06</td>\n",
              "      <td>10.908831</td>\n",
              "      <td>22.440287</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>min</th>\n",
              "      <td>5.550000e+03</td>\n",
              "      <td>19.380000</td>\n",
              "      <td>-159.280000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25%</th>\n",
              "      <td>6.901050e+04</td>\n",
              "      <td>35.527500</td>\n",
              "      <td>-121.570000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>50%</th>\n",
              "      <td>2.387645e+05</td>\n",
              "      <td>38.550000</td>\n",
              "      <td>-110.985000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>75%</th>\n",
              "      <td>8.173602e+05</td>\n",
              "      <td>46.880000</td>\n",
              "      <td>-103.400000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>max</th>\n",
              "      <td>8.323148e+06</td>\n",
              "      <td>67.780000</td>\n",
              "      <td>-68.210000</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>\n",
              "      <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-df188b8c-c6e9-460f-89df-e5d12d278f28')\"\n",
              "              title=\"Convert this dataframe to an interactive table.\"\n",
              "              style=\"display:none;\">\n",
              "        \n",
              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
              "       width=\"24px\">\n",
              "    <path d=\"M0 0h24v24H0V0z\" fill=\"none\"/>\n",
              "    <path d=\"M18.56 5.44l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94zm-11 1L8.5 8.5l.94-2.06 2.06-.94-2.06-.94L8.5 2.5l-.94 2.06-2.06.94zm10 10l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94z\"/><path d=\"M17.41 7.96l-1.37-1.37c-.4-.4-.92-.59-1.43-.59-.52 0-1.04.2-1.43.59L10.3 9.45l-7.72 7.72c-.78.78-.78 2.05 0 2.83L4 21.41c.39.39.9.59 1.41.59.51 0 1.02-.2 1.41-.59l7.78-7.78 2.81-2.81c.8-.78.8-2.07 0-2.86zM5.41 20L4 18.59l7.72-7.72 1.47 1.35L5.41 20z\"/>\n",
              "  </svg>\n",
              "      </button>\n",
              "      \n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      flex-wrap:wrap;\n",
              "      gap: 12px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert {\n",
              "      background-color: #E8F0FE;\n",
              "      border: none;\n",
              "      border-radius: 50%;\n",
              "      cursor: pointer;\n",
              "      display: none;\n",
              "      fill: #1967D2;\n",
              "      height: 32px;\n",
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              "      <script>\n",
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              "          document.querySelector('#df-df188b8c-c6e9-460f-89df-e5d12d278f28 button.colab-df-convert');\n",
              "        buttonEl.style.display =\n",
              "          google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "        async function convertToInteractive(key) {\n",
              "          const element = document.querySelector('#df-df188b8c-c6e9-460f-89df-e5d12d278f28');\n",
              "          const dataTable =\n",
              "            await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                     [key], {});\n",
              "          if (!dataTable) return;\n",
              "\n",
              "          const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "            '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "            + ' to learn more about interactive tables.';\n",
              "          element.innerHTML = '';\n",
              "          dataTable['output_type'] = 'display_data';\n",
              "          await google.colab.output.renderOutput(dataTable, element);\n",
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              "          element.appendChild(docLink);\n",
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              "      </script>\n",
              "    </div>\n",
              "  </div>\n",
              "  "
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          "metadata": {},
          "execution_count": 46
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    {
      "cell_type": "code",
      "source": [
        "trails.describe()"
      ],
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        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 300
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        "id": "AkwKMwFiVT5E",
        "outputId": "6e56bc2c-39ed-43f7-8004-a218db7960c4"
      },
      "execution_count": 9,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "           trail_id   popularity         length  elevation_gain  \\\n",
              "count  3.313000e+03  3313.000000    3313.000000     3313.000000   \n",
              "mean   1.018506e+07     8.953441   17676.848717      641.805943   \n",
              "std    1.503248e+05     8.138323   25497.376640      901.506642   \n",
              "min    1.000001e+07     0.000000       0.000000        0.000000   \n",
              "25%    1.002853e+07     3.794100    4506.152000      116.738400   \n",
              "50%    1.023781e+07     6.573100   10621.644000      359.968800   \n",
              "75%    1.029234e+07    11.255600   21404.222000      833.932800   \n",
              "max    1.054542e+07    84.622900  529794.728000    14029.944000   \n",
              "\n",
              "       difficulty_rating  visitor_usage   avg_rating  num_reviews  \n",
              "count        3313.000000    3060.000000  3313.000000  3313.000000  \n",
              "mean            3.167824       1.877124     4.173106    70.341986  \n",
              "std             1.702752       0.693641     0.947039   184.118370  \n",
              "min             1.000000       1.000000     0.000000     0.000000  \n",
              "25%             1.000000       1.000000     4.000000     5.000000  \n",
              "50%             3.000000       2.000000     4.500000    17.000000  \n",
              "75%             5.000000       2.000000     4.500000    57.000000  \n",
              "max             7.000000       4.000000     5.000000  3903.000000  "
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              "      <th>count</th>\n",
              "      <td>3.313000e+03</td>\n",
              "      <td>3313.000000</td>\n",
              "      <td>3313.000000</td>\n",
              "      <td>3313.000000</td>\n",
              "      <td>3313.000000</td>\n",
              "      <td>3060.000000</td>\n",
              "      <td>3313.000000</td>\n",
              "      <td>3313.000000</td>\n",
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              "    <tr>\n",
              "      <th>mean</th>\n",
              "      <td>1.018506e+07</td>\n",
              "      <td>8.953441</td>\n",
              "      <td>17676.848717</td>\n",
              "      <td>641.805943</td>\n",
              "      <td>3.167824</td>\n",
              "      <td>1.877124</td>\n",
              "      <td>4.173106</td>\n",
              "      <td>70.341986</td>\n",
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              "    <tr>\n",
              "      <th>std</th>\n",
              "      <td>1.503248e+05</td>\n",
              "      <td>8.138323</td>\n",
              "      <td>25497.376640</td>\n",
              "      <td>901.506642</td>\n",
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              "      <td>0.693641</td>\n",
              "      <td>0.947039</td>\n",
              "      <td>184.118370</td>\n",
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              "    <tr>\n",
              "      <th>min</th>\n",
              "      <td>1.000001e+07</td>\n",
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              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25%</th>\n",
              "      <td>1.002853e+07</td>\n",
              "      <td>3.794100</td>\n",
              "      <td>4506.152000</td>\n",
              "      <td>116.738400</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>4.000000</td>\n",
              "      <td>5.000000</td>\n",
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              "    <tr>\n",
              "      <th>50%</th>\n",
              "      <td>1.023781e+07</td>\n",
              "      <td>6.573100</td>\n",
              "      <td>10621.644000</td>\n",
              "      <td>359.968800</td>\n",
              "      <td>3.000000</td>\n",
              "      <td>2.000000</td>\n",
              "      <td>4.500000</td>\n",
              "      <td>17.000000</td>\n",
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              "    <tr>\n",
              "      <th>75%</th>\n",
              "      <td>1.029234e+07</td>\n",
              "      <td>11.255600</td>\n",
              "      <td>21404.222000</td>\n",
              "      <td>833.932800</td>\n",
              "      <td>5.000000</td>\n",
              "      <td>2.000000</td>\n",
              "      <td>4.500000</td>\n",
              "      <td>57.000000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>max</th>\n",
              "      <td>1.054542e+07</td>\n",
              "      <td>84.622900</td>\n",
              "      <td>529794.728000</td>\n",
              "      <td>14029.944000</td>\n",
              "      <td>7.000000</td>\n",
              "      <td>4.000000</td>\n",
              "      <td>5.000000</td>\n",
              "      <td>3903.000000</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
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              "          const element = document.querySelector('#df-c7040943-37c4-48e2-8bcf-95d2f8b254cf');\n",
              "          const dataTable =\n",
              "            await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                     [key], {});\n",
              "          if (!dataTable) return;\n",
              "\n",
              "          const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "            '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
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          "metadata": {},
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    {
      "cell_type": "code",
      "source": [
        "species.describe()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 175
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        "id": "hdhkWvLvVWTB",
        "outputId": "23a3104e-5cf7-4a80-b6e1-7e02b89b1277"
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      "execution_count": 10,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "       Species ID                            Park Name        Category  \\\n",
              "count      119248                               119248          119248   \n",
              "unique     119248                                   56              14   \n",
              "top     ACAD-1000  Great Smoky Mountains National Park  Vascular Plant   \n",
              "freq            1                                 6623           65221   \n",
              "\n",
              "         Order      Family   Scientific Name Common Names Record Status  \\\n",
              "count   117776      117736            119248       119248        119248   \n",
              "unique     554        2332             46022        35826            54   \n",
              "top     Poales  Asteraceae  Falco peregrinus         None      Approved   \n",
              "freq     11453        8843                56        27147         86254   \n",
              "\n",
              "       Occurrence Nativeness Abundance Seasonality Conservation Status  \\\n",
              "count       99106      94203     76306       20157                4718   \n",
              "unique          7          5         8          24                  11   \n",
              "top       Present     Native   Unknown     Breeder  Species of Concern   \n",
              "freq        83278      75950     28119       12214                3843   \n",
              "\n",
              "       Unnamed: 13  \n",
              "count            5  \n",
              "unique           3  \n",
              "top     Threatened  \n",
              "freq             2  "
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              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
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              "\n",
              "      <script>\n",
              "        const buttonEl =\n",
              "          document.querySelector('#df-43d89a08-a243-45f9-bfed-4716955a4c7f button.colab-df-convert');\n",
              "        buttonEl.style.display =\n",
              "          google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "        async function convertToInteractive(key) {\n",
              "          const element = document.querySelector('#df-43d89a08-a243-45f9-bfed-4716955a4c7f');\n",
              "          const dataTable =\n",
              "            await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                     [key], {});\n",
              "          if (!dataTable) return;\n",
              "\n",
              "          const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "            '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "            + ' to learn more about interactive tables.';\n",
              "          element.innerHTML = '';\n",
              "          dataTable['output_type'] = 'display_data';\n",
              "          await google.colab.output.renderOutput(dataTable, element);\n",
              "          const docLink = document.createElement('div');\n",
              "          docLink.innerHTML = docLinkHtml;\n",
              "          element.appendChild(docLink);\n",
              "        }\n",
              "      </script>\n",
              "    </div>\n",
              "  </div>\n",
              "  "
            ]
          },
          "metadata": {},
          "execution_count": 10
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "airbnb.describe()"
      ],
      "metadata": {
        "colab": {
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          "height": 344
        },
        "id": "Y4S7khmxVZ80",
        "outputId": "7ab65de9-c28a-49f2-a506-a7304885a7b9"
      },
      "execution_count": 11,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "          Unnamed: 0            id       host_id       latitude  \\\n",
              "count  325858.000000  3.258580e+05  3.258580e+05  325858.000000   \n",
              "mean   162928.500000  1.541106e+17  1.446528e+08      34.676058   \n",
              "std     94067.246346  2.736013e+17  1.449951e+08       6.213029   \n",
              "min         0.000000  1.090000e+02  2.300000e+01      18.920250   \n",
              "25%     81464.250000  2.394619e+07  2.311836e+07      32.775202   \n",
              "50%    162928.500000  4.511097e+07  9.320864e+07      34.102360   \n",
              "75%    244392.750000  5.420558e+07  2.388338e+08      39.948015   \n",
              "max    325857.000000  7.251653e+17  4.810023e+08      47.748000   \n",
              "\n",
              "           longitude          price  minimum_nights  number_of_reviews  \\\n",
              "count  325858.000000  325858.000000   325858.000000      325858.000000   \n",
              "mean     -106.354815     284.915304       13.430175          39.457850   \n",
              "std        24.176674     835.569711       28.783033          75.724832   \n",
              "min      -159.714620       0.000000        1.000000           0.000000   \n",
              "25%      -118.410259      97.000000        2.000000           1.000000   \n",
              "50%      -117.131590     159.000000        3.000000           9.000000   \n",
              "75%       -82.549423     275.000000       30.000000          42.000000   \n",
              "max       -70.913250  100000.000000     1250.000000        2600.000000   \n",
              "\n",
              "       reviews_per_month  calculated_host_listings_count  availability_365  \\\n",
              "count       263166.00000                   325858.000000     325858.000000   \n",
              "mean             1.69220                       27.108900        182.361099   \n",
              "std              2.01294                       79.983052        134.095115   \n",
              "min              0.01000                        1.000000          0.000000   \n",
              "25%              0.33000                        1.000000         55.000000   \n",
              "50%              1.01000                        2.000000        174.000000   \n",
              "75%              2.49000                       12.000000        322.000000   \n",
              "max            190.48000                      660.000000        365.000000   \n",
              "\n",
              "       number_of_reviews_ltm  \n",
              "count          325858.000000  \n",
              "mean               11.889817  \n",
              "std                20.672830  \n",
              "min                 0.000000  \n",
              "25%                 0.000000  \n",
              "50%                 3.000000  \n",
              "75%                16.000000  \n",
              "max              1284.000000  "
            ],
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              "\n",
              "  <div id=\"df-570461c0-b169-49da-9d5c-59a869029993\">\n",
              "    <div class=\"colab-df-container\">\n",
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              "      <th></th>\n",
              "      <th>Unnamed: 0</th>\n",
              "      <th>id</th>\n",
              "      <th>host_id</th>\n",
              "      <th>latitude</th>\n",
              "      <th>longitude</th>\n",
              "      <th>price</th>\n",
              "      <th>minimum_nights</th>\n",
              "      <th>number_of_reviews</th>\n",
              "      <th>reviews_per_month</th>\n",
              "      <th>calculated_host_listings_count</th>\n",
              "      <th>availability_365</th>\n",
              "      <th>number_of_reviews_ltm</th>\n",
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              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>count</th>\n",
              "      <td>325858.000000</td>\n",
              "      <td>3.258580e+05</td>\n",
              "      <td>3.258580e+05</td>\n",
              "      <td>325858.000000</td>\n",
              "      <td>325858.000000</td>\n",
              "      <td>325858.000000</td>\n",
              "      <td>325858.000000</td>\n",
              "      <td>325858.000000</td>\n",
              "      <td>263166.00000</td>\n",
              "      <td>325858.000000</td>\n",
              "      <td>325858.000000</td>\n",
              "      <td>325858.000000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>mean</th>\n",
              "      <td>162928.500000</td>\n",
              "      <td>1.541106e+17</td>\n",
              "      <td>1.446528e+08</td>\n",
              "      <td>34.676058</td>\n",
              "      <td>-106.354815</td>\n",
              "      <td>284.915304</td>\n",
              "      <td>13.430175</td>\n",
              "      <td>39.457850</td>\n",
              "      <td>1.69220</td>\n",
              "      <td>27.108900</td>\n",
              "      <td>182.361099</td>\n",
              "      <td>11.889817</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>std</th>\n",
              "      <td>94067.246346</td>\n",
              "      <td>2.736013e+17</td>\n",
              "      <td>1.449951e+08</td>\n",
              "      <td>6.213029</td>\n",
              "      <td>24.176674</td>\n",
              "      <td>835.569711</td>\n",
              "      <td>28.783033</td>\n",
              "      <td>75.724832</td>\n",
              "      <td>2.01294</td>\n",
              "      <td>79.983052</td>\n",
              "      <td>134.095115</td>\n",
              "      <td>20.672830</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>min</th>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.090000e+02</td>\n",
              "      <td>2.300000e+01</td>\n",
              "      <td>18.920250</td>\n",
              "      <td>-159.714620</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.01000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25%</th>\n",
              "      <td>81464.250000</td>\n",
              "      <td>2.394619e+07</td>\n",
              "      <td>2.311836e+07</td>\n",
              "      <td>32.775202</td>\n",
              "      <td>-118.410259</td>\n",
              "      <td>97.000000</td>\n",
              "      <td>2.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.33000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>55.000000</td>\n",
              "      <td>0.000000</td>\n",
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              "    <tr>\n",
              "      <th>50%</th>\n",
              "      <td>162928.500000</td>\n",
              "      <td>4.511097e+07</td>\n",
              "      <td>9.320864e+07</td>\n",
              "      <td>34.102360</td>\n",
              "      <td>-117.131590</td>\n",
              "      <td>159.000000</td>\n",
              "      <td>3.000000</td>\n",
              "      <td>9.000000</td>\n",
              "      <td>1.01000</td>\n",
              "      <td>2.000000</td>\n",
              "      <td>174.000000</td>\n",
              "      <td>3.000000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>75%</th>\n",
              "      <td>244392.750000</td>\n",
              "      <td>5.420558e+07</td>\n",
              "      <td>2.388338e+08</td>\n",
              "      <td>39.948015</td>\n",
              "      <td>-82.549423</td>\n",
              "      <td>275.000000</td>\n",
              "      <td>30.000000</td>\n",
              "      <td>42.000000</td>\n",
              "      <td>2.49000</td>\n",
              "      <td>12.000000</td>\n",
              "      <td>322.000000</td>\n",
              "      <td>16.000000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>max</th>\n",
              "      <td>325857.000000</td>\n",
              "      <td>7.251653e+17</td>\n",
              "      <td>4.810023e+08</td>\n",
              "      <td>47.748000</td>\n",
              "      <td>-70.913250</td>\n",
              "      <td>100000.000000</td>\n",
              "      <td>1250.000000</td>\n",
              "      <td>2600.000000</td>\n",
              "      <td>190.48000</td>\n",
              "      <td>660.000000</td>\n",
              "      <td>365.000000</td>\n",
              "      <td>1284.000000</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
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              "</div>\n",
              "      <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-570461c0-b169-49da-9d5c-59a869029993')\"\n",
              "              title=\"Convert this dataframe to an interactive table.\"\n",
              "              style=\"display:none;\">\n",
              "        \n",
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              "    .colab-df-convert {\n",
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              "      border: none;\n",
              "      border-radius: 50%;\n",
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              "\n",
              "    .colab-df-convert:hover {\n",
              "      background-color: #E2EBFA;\n",
              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "      fill: #174EA6;\n",
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              "\n",
              "    [theme=dark] .colab-df-convert {\n",
              "      background-color: #3B4455;\n",
              "      fill: #D2E3FC;\n",
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              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
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              "\n",
              "      <script>\n",
              "        const buttonEl =\n",
              "          document.querySelector('#df-570461c0-b169-49da-9d5c-59a869029993 button.colab-df-convert');\n",
              "        buttonEl.style.display =\n",
              "          google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "        async function convertToInteractive(key) {\n",
              "          const element = document.querySelector('#df-570461c0-b169-49da-9d5c-59a869029993');\n",
              "          const dataTable =\n",
              "            await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                     [key], {});\n",
              "          if (!dataTable) return;\n",
              "\n",
              "          const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "            '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "            + ' to learn more about interactive tables.';\n",
              "          element.innerHTML = '';\n",
              "          dataTable['output_type'] = 'display_data';\n",
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              "  </div>\n",
              "  "
            ]
          },
          "metadata": {},
          "execution_count": 11
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "trails[[\"popularity\",\"length\",\"elevation_gain\",\"difficulty_rating\",\"visitor_usage\",\"avg_rating\"]].describe()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 300
        },
        "id": "Y0o9x3Rbv7ry",
        "outputId": "aa886d2d-0fc4-4166-bee3-82d3d9927f55"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "        popularity         length  elevation_gain  difficulty_rating  \\\n",
              "count  3313.000000    3313.000000     3313.000000        3313.000000   \n",
              "mean      8.953441   17676.848717      641.805943           3.167824   \n",
              "std       8.138323   25497.376640      901.506642           1.702752   \n",
              "min       0.000000       0.000000        0.000000           1.000000   \n",
              "25%       3.794100    4506.152000      116.738400           1.000000   \n",
              "50%       6.573100   10621.644000      359.968800           3.000000   \n",
              "75%      11.255600   21404.222000      833.932800           5.000000   \n",
              "max      84.622900  529794.728000    14029.944000           7.000000   \n",
              "\n",
              "       visitor_usage   avg_rating  \n",
              "count    3060.000000  3313.000000  \n",
              "mean        1.877124     4.173106  \n",
              "std         0.693641     0.947039  \n",
              "min         1.000000     0.000000  \n",
              "25%         1.000000     4.000000  \n",
              "50%         2.000000     4.500000  \n",
              "75%         2.000000     4.500000  \n",
              "max         4.000000     5.000000  "
            ],
            "text/html": [
              "\n",
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              "    <div class=\"colab-df-container\">\n",
              "      <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>popularity</th>\n",
              "      <th>length</th>\n",
              "      <th>elevation_gain</th>\n",
              "      <th>difficulty_rating</th>\n",
              "      <th>visitor_usage</th>\n",
              "      <th>avg_rating</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>count</th>\n",
              "      <td>3313.000000</td>\n",
              "      <td>3313.000000</td>\n",
              "      <td>3313.000000</td>\n",
              "      <td>3313.000000</td>\n",
              "      <td>3060.000000</td>\n",
              "      <td>3313.000000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>mean</th>\n",
              "      <td>8.953441</td>\n",
              "      <td>17676.848717</td>\n",
              "      <td>641.805943</td>\n",
              "      <td>3.167824</td>\n",
              "      <td>1.877124</td>\n",
              "      <td>4.173106</td>\n",
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              "    <tr>\n",
              "      <th>std</th>\n",
              "      <td>8.138323</td>\n",
              "      <td>25497.376640</td>\n",
              "      <td>901.506642</td>\n",
              "      <td>1.702752</td>\n",
              "      <td>0.693641</td>\n",
              "      <td>0.947039</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>min</th>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>0.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>0.000000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25%</th>\n",
              "      <td>3.794100</td>\n",
              "      <td>4506.152000</td>\n",
              "      <td>116.738400</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>1.000000</td>\n",
              "      <td>4.000000</td>\n",
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              "    <tr>\n",
              "      <th>50%</th>\n",
              "      <td>6.573100</td>\n",
              "      <td>10621.644000</td>\n",
              "      <td>359.968800</td>\n",
              "      <td>3.000000</td>\n",
              "      <td>2.000000</td>\n",
              "      <td>4.500000</td>\n",
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              "    <tr>\n",
              "      <th>75%</th>\n",
              "      <td>11.255600</td>\n",
              "      <td>21404.222000</td>\n",
              "      <td>833.932800</td>\n",
              "      <td>5.000000</td>\n",
              "      <td>2.000000</td>\n",
              "      <td>4.500000</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>max</th>\n",
              "      <td>84.622900</td>\n",
              "      <td>529794.728000</td>\n",
              "      <td>14029.944000</td>\n",
              "      <td>7.000000</td>\n",
              "      <td>4.000000</td>\n",
              "      <td>5.000000</td>\n",
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              "  </tbody>\n",
              "</table>\n",
              "</div>\n",
              "      <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-2805e262-ca1a-47dd-9a87-0671964c3ccc')\"\n",
              "              title=\"Convert this dataframe to an interactive table.\"\n",
              "              style=\"display:none;\">\n",
              "        \n",
              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
              "       width=\"24px\">\n",
              "    <path d=\"M0 0h24v24H0V0z\" fill=\"none\"/>\n",
              "    <path d=\"M18.56 5.44l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94zm-11 1L8.5 8.5l.94-2.06 2.06-.94-2.06-.94L8.5 2.5l-.94 2.06-2.06.94zm10 10l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94z\"/><path d=\"M17.41 7.96l-1.37-1.37c-.4-.4-.92-.59-1.43-.59-.52 0-1.04.2-1.43.59L10.3 9.45l-7.72 7.72c-.78.78-.78 2.05 0 2.83L4 21.41c.39.39.9.59 1.41.59.51 0 1.02-.2 1.41-.59l7.78-7.78 2.81-2.81c.8-.78.8-2.07 0-2.86zM5.41 20L4 18.59l7.72-7.72 1.47 1.35L5.41 20z\"/>\n",
              "  </svg>\n",
              "      </button>\n",
              "      \n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      flex-wrap:wrap;\n",
              "      gap: 12px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert {\n",
              "      background-color: #E8F0FE;\n",
              "      border: none;\n",
              "      border-radius: 50%;\n",
              "      cursor: pointer;\n",
              "      display: none;\n",
              "      fill: #1967D2;\n",
              "      height: 32px;\n",
              "      padding: 0 0 0 0;\n",
              "      width: 32px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert:hover {\n",
              "      background-color: #E2EBFA;\n",
              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "      fill: #174EA6;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert {\n",
              "      background-color: #3B4455;\n",
              "      fill: #D2E3FC;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
              "    }\n",
              "  </style>\n",
              "\n",
              "      <script>\n",
              "        const buttonEl =\n",
              "          document.querySelector('#df-2805e262-ca1a-47dd-9a87-0671964c3ccc button.colab-df-convert');\n",
              "        buttonEl.style.display =\n",
              "          google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "        async function convertToInteractive(key) {\n",
              "          const element = document.querySelector('#df-2805e262-ca1a-47dd-9a87-0671964c3ccc');\n",
              "          const dataTable =\n",
              "            await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                     [key], {});\n",
              "          if (!dataTable) return;\n",
              "\n",
              "          const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "            '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "            + ' to learn more about interactive tables.';\n",
              "          element.innerHTML = '';\n",
              "          dataTable['output_type'] = 'display_data';\n",
              "          await google.colab.output.renderOutput(dataTable, element);\n",
              "          const docLink = document.createElement('div');\n",
              "          docLink.innerHTML = docLinkHtml;\n",
              "          element.appendChild(docLink);\n",
              "        }\n",
              "      </script>\n",
              "    </div>\n",
              "  </div>\n",
              "  "
            ]
          },
          "metadata": {},
          "execution_count": 11
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "airbnb[\"number_of_reviews_ltm\"].plot(kind=\"box\")"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 284
        },
        "id": "73X4Bdnpzp-9",
        "outputId": "d1756074-0a71-4bb9-f6e6-0442c3e86623"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<AxesSubplot:>"
            ]
          },
          "metadata": {},
          "execution_count": 93
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "trails[[\"popularity\",\"length\",\"elevation_gain\",\"difficulty_rating\",\"visitor_usage\",\"avg_rating\",\"num_reviews\"]].plot(kind='box')"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 284
        },
        "id": "8u0BGkudwnIA",
        "outputId": "835742b8-e2db-4037-b552-d5184608c416"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<AxesSubplot:>"
            ]
          },
          "metadata": {},
          "execution_count": 62
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ],
            "image/png": 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3tpmdGOu6sMu0uqtD+mD8+PHd3rU1fvz4fIcmIsXA3bO+gEmES0rLgab4Ogs4mHAn1QvA74CD4vAG3AS8CKwAJiamdTHQHF8XJconAivjOD9l1wO3uq0j2+u4445z6Wz+/Pk+duxYf/DBB72lpcUffPBBHzt2rM+fPz/foYlIgQCWeS/7155eekJiiaivr6eurq7jv7Zqa2v1y3YR6ZDmCYlKJCIiokftiohI/iiRiIhIKkokJSJzx5aZddy5JSLSH5RISkBNTQ2zZs1i5MiRAIwcOZJZs2YpmYhIv1AiKQGzZ89mxIgRjBgxAjPr6J49e3a+QxORIqBEUgJ27tzJkCHhq47/0M+QIUPYuXNnPsMSkSKhJySWiG3btrF161YA1q5dS1lZWZ4jEpFioTOSEtHW1tbp0lZbW1u+QxKRIqFEUkJaWlpwd/1Zo4j0KyWSEjFkyJCOs5C2traONhMRkbS0NykR7e3tjBoVnmw8atQo2tvb8xyRiBQLJZISsmXLlk7vIiL9QYmkhGTOQnQ2IiL9SYmkhIwaNYohQ4Z0XOISEekPSiQlwsy44oor2Lp1K1dccUXHDxNFRNLS80hKgJkxYcIEnn322fA0MzOOPfZYmpqaKLbvX0T2jJ5HIr1qamrquOV3yJAhNDU15TcgESkaSiQlYJ99wj/hJH9HkiwXEUlDiaQE9PTnjPrTRhHpD0okJeS6667j3Xff5brrrst3KCJSRNTYXgKy3aFVbN+/iOwZNbaLiEjeKJGIiEgqSiQlJHn7r4hIf9EepUSUl5d3+q+t8vLyPEckIsVCiaREbN++PetnEZE9pUQiIiKp9JpIzGyumW0ys5WJsoPMbLGZvRDfR8VyM7MbzazZzJab2ScS40yLw79gZtMS5ceZ2Yo4zo0W71XtqQ4RESksuZyR/ByY0qVsBrDE3ccBS+JngDOBcfE1HbgZQlIArgROAI4HrkwkhpuBSxLjTemlDhERKSC9JhJ3fwR4o0vxVGBe7J4HnJ0ov82Dx4GRZnYY8Blgsbu/4e5vAouBKbHfAe7+uIdfxt3WZVrd1SF7KPPDRP2FvIj0pz1tIznU3V+N3a8Bh8buw4GXE8Otj2XZytd3U56tDtlDmV+x69fsItKfUje2xzOJAd0z9VaHmU03s2Vmtmzz5s0DGYqIiHSxp4lkY7wsRXzfFMs3AEckhhsdy7KVj+6mPFsdu3H3W9x9ortPrKio2MNZEhGRPbGniWQhkLnzahpwT6L8wnj31onAlnh5ahEw2cxGxUb2ycCi2O9tMzsx3q11YZdpdVeHiIgUkF6fbGRm9cBpwCFmtp5w99U1wB1mVg2sAz4fB/8NcBbQDGwDLgJw9zfM7AfAk3G477t7pgH/K4Q7w0YA98cXWeoQEZECor+RLwH6G3kR6Y3+Rl5ERPJGiURERFJRIhERkVSUSEREJBUlEhERSUWJREREUlEiERGRVJRIREQkFSUSERFJRYlERERSUSIREZFUlEhERCQVJRIREUlFiURERFJRIhERkVR6fbCVDE5jZtzX5+HWXvPZgQpHRIqYHmxVAvRgKxHpjR5sJVlNnjy5T+UiIn2hRFICFi1axOTJkzvOTMyMyZMns2jRojxHJiLFQImkRCxatIj29naOvPxe2tvblUREpN8okYiISCpKJCIikooSiYiIpKJEIiIiqegHiYPcsd97gC3vtfZpnFx/rAhw4IihPHtlfm8Trqmp4dZbb2XHjh0MHz6cSy65hJkzZ+Y1JhHZRYlkkNvyXuuA/iK9L0lnINTU1DBr1iwqKirYtGkTI0eOZNasWQBKJiIFQpe2pKDNnj2b9vZ2Nm7ciLuzceNG2tvbmT17dr5DE5FIiUQK2s6dO/tULiJ7ny5tDXL7V87gmHkzBnD6APozR5F8KSsro729vePzkCFDaGtry2NEuyv4RGJmU4AbgDLgZ+5+TZ7i2K2sEP7wcOvqa4q6jUTyr1DX/VwN5vi7JhGA9vZ2ysrKCiqZFHQiMbMy4Cbgr4H1wJNmttDdV+3lOHosL4QVciB39geOGDpg0+6LoUOH0tra2vEue0dy3b/00ks72qYKZd3vTaFvu73pmkR6K8+Xgk4kwPFAs7u/BGBmC4CpwF5NJBnJFS/bX7PvTX09Gxkz476Cf+5Id4mxta2903vX4Qp9nga7zLp/8803F8y63xeFuO32RaHHX9DPIzGzc4Ap7v6l+PkfgRPc/bIuw00HpgN84AMfOG7dunU513HMvGP6L+AerJi2YsDr6GpPzlL29s54sC97xd87xd+zQos/zfNIiiKRJA3Eg60yRwDdHRUU8vIrBnooV34N9nW/WOLfb7/9ePjhhzn11FN55513gP6Pv5gfbLUBOCLxeXQsywsz63jJ3tHTxjIYdgLFxMz48pe/PGjX/cG+7b7zzjscd9xxHUmk0BR6InkSGGdmY81sGHAesHBvB6GdWX65+24v2TuSyzr5I9DB8h0M9m13sMRf0I3t7r7TzC4DFhFu/53r7s/lKZZ8VCuSd4N93Vf8A6+gEwmAu/8G+E2+4xARke4V+qUtEREpcEokIiKSihKJiIikokQiIiKpFPQPEveEmW0Gcv9pe98dAvz3AE5/oA3m+Adz7KD4803xZ3eku1fsyYhFl0gGmpkt29NffxaCwRz/YI4dFH++Kf6Bo0tbIiKSihKJiIikokTSd7fkO4CUBnP8gzl2UPz5pvgHiNpIREQkFZ2RiIhIKkokIiKSihJJH5jZGDNbuQfjLU2Mf0E/xNHvDyUwswlmdlbi81Vm9p3+rkdEio8SyQAys30A3P2kWDQGSJ1IBsgE4KzeBgIws7Vmdkh/Vm5m/9zl89J+mu5VZvYdM/u+mf1VLPtLM3vOzJrMbISZXRs/X2tml5rZhWY20cxu7GNdD5nZxO7mZyCY2Q/N7M7E592WWX8fxBQrMzvNzE5KfL7UzC7MZ0xpmNnPzGz8Xquwu4cGDdYXYUf9R+AXwGrgTuB9wBnAM8AKYC4wPA6/FvjXWP4E8KFY/nPgnMR030lMf2Wi+/fA0/F1Uiw/LZYvBP7UZfzHgS1AE/BN4BFgQqKeRuDYHObznUT3/yY8AGw58L1EbKuBW4HngAeAEbHfJ+OwTcC1wEpgGPBnYHMsPxe4Ki6rh4CXgK8l6lwLHNLP3907/Tm9xHSvAr7TpWw28IXE5y1AWT/U9RAwsb/mB9inv5ZZXC/v7c/6B9sr2/x0t54UymswfA95D6CfF/gYwIGT4+e5wBXAy8CHY9ltwDdi91qgNnZfmNnQyC2RvA8oj93jgGWx+zTgXWBsN+N32piBacBPYveHM9PIYT4z05tMuCXQCGeX9wKnxDh3EpMUcEdmxxkTx6di9zWJ+fki8NNEHVcBS2P503F6txIeMNaRSIAvEJJwE/Dvsf+lwLWJaXVMG7gbeIqQ4KYn4miL0/hFl3k0diW8FcC5iWX5EOFgIXPwkLkLsRb4EyEx1wPfARYTHtO8FtgObIvjPEJYZ7YBzwMz4/CnAQ8CvwNeI/w1xePAK5llFuv6KfDF2P0QMLHr/ADfJ65zcbg64Os9fLensfuByN0xhlcSy6wRaAfei3V8NFHni8Af4rJpj/0zBzEvAhvjd7oKeJtwkHV64rtaGOf94Swx3tvDMrgmTnc58ONY9jcxnmfi8jw0llfE7+W5+L3siN/ldMK2+yq71quL2LUO/Uv8rjq+3yzbykPAT4BlwLe7i4WwvbxGWD+agL8kkVjiNH4U++0Afh1j/h3wX4TtvSFO9wxgbWJZ3h3ncS1wGfCtWPfjwEF9iPs44GHCtrMIOAw4Gniiy/5vRXJdTOwnHovf+S+B/QgHlL+K/acS1qNhQDnwUiz/WuK7XJB1n5TvnX9/vuKC/HPi86fjF/xIouyMxAJcC3wwdg8FXo/dP6f3RHIg8J+EnVsTsC2xkTV0iaunRPI+oDnWfQ1wWY7zmZnej+M8NMVXM1Ad43whMfzlhIQ6EliXKP8Y2RPJTwgbzVDCGc48QsJdS/jfn8pM/zjOrNi/AmhOTOt+YFLsPii+jyAkh4OT89TNPP49YUMsI2z0fyZsRKcRdoyjCUn0MWASYYNbEZftAXGZzCBs7F+J03yJXYn/gERdf0XYcDKJ5E3g7+KyeCwuv6lAS2Ked0skXecnfh9Px+4hhJ35wT18t6ex+4HIQcDHCQlmJXBwjHNb4vubCWxPzEdm2bwTY68hPCDuZWAsYef0IuHg4+i4XMsJ68F6su/kTqObRBLjep5dCX1kfB+VKPsScF1ivO/G7nMICX008AJhZ9mcWK+ejd/vJwnrejmwfxy2t0QyK/G5p1iuSk6H3RPJdfF7bAMej+VNhIT7EOEsfie7J5LmGGdF/E4ujf2uJ3FwkS1uwva3FKiIn88lPC02E8PY5HaeXBcJ2+kjwL6JYf4P4aGGmYTxY8JVjZOBU4H6WP4Ku67ejMy2Tyr4JyTuAe/y+S3CCp7L8JnuncT2IzMbQsjUXX2TcGR3bBx2e6LfuzkF6r7NzBYTdk6fJ+wE+8KAH7r7v3cqNBtDOHLKaCPsuPvqyBjTk4SNaBiwJtH/jEx/MyPWscndN5vZS2Z2ImFDPxp4NI7zNTP7u9h9BOFs7vUsMUwirNhtwEYze5iwM3mbcDS2Ps5zU4zxEOAud98WyxcC7we2ApviNNcQDgSI7+XxJgqPw2bmpdzd7zKzYwk7zrfMbAth2R5K2OH2yt3XmtnrZvbxON4z7p5tnp9w9+Ry/hohoX2EkMTOJCS5IxPDPAZ8xcwuj3E94e7r4/fSBPwF4Uj0JXdfY2aTCEf9n3L3P5rZOsJZMcBid38jl3nrYgthO5hjZvcSkhSE5HC7mR1G53VoUpwvgCrCevrbOPxIYLiZ/Ymwnh9CWIe+Dtzj7tuB7Wb26xziuj3R3VMsvflVfF8XY4Gwg18DHEVIysu7Ga/B3bcCW+O6k4l3BeFALpe4P0JYPovj91lGOFuDcLXhXMKB6LnxlXQiMB54NI47DHjMw2PMXzSzSuB44N8IVzPKCAcsxPn5hZndTTiz6lExNrZ/wMw+FbsvIJwajjGzD8WyfyScImacm3h/LHavZddO/W8JK0xXBwKvunt7nGZZDrFtJRydJP0MuBF40t3fzGEaSYuAi81sPwAzO9zM3t/TwO7+FmGFPiEWnddLbADz3H0CYUM5w92vSvSzTP/4+kii/wJCcvx7wo7dzew0wtHyp9z9WMIpfnnus7ubrslyTw6MfgC0uXsV4bJHT9PI1LUzvmeGyzX+nxGOUC8i7MCz6TgQSS4zQnveRmAKnXeOuPt8wk78PcJlmP0SvdvIbf3crf4edBxoReUxhp2EndKdwOcISQHC2dJP3f0Y4H/RZZkl5vFtwtnOekK73jcIyeha4D88HhrvgeT8ZI0lix2J98x374Tlmlwew3sYD8Jlxh2J7t7W10zcBjyX2M6OcffJsd/twOfN7MOAu/sLXaZhhAODzLjj3b069nuEcFDSSrhMNym+Monks8BNwCcIB4s9xluMieR54KtmtppwGns9YeP9pZmtIHyBsxPDjzKz5YQjnW/GsluBU83sWcIG3N2GNQuYFoc5uodhuloOtJnZs2b2TQB3f4qwAf1H32YT3P0BYD7wWJy3O+k+GSRVA7fGI/h9CUeREC4Bjo93MmWS6wvAOYnkdKCZJY+ClyT7m9lBif53Ec60zickFQjJ9814JnY04Wgpo9XMukvYvwfONbMyM6sgHDU9kWX+HgHOjndj7U9IDpvYdXkBwplLxoGEdQLCjj7jPcIR79nxc5mZvY9wRDocGGZmIwlnZd3pOj93ERLAJwkHALnqWGaE+T6KcPnhl+xKapjZBwk7khsJR+4HdJnOe4SdygfjGevvCdsFcSf0AcK2k4t1hHVleHIZxAOaA939N4Rt6djEPGyI3dMS03mUcLBxIGGnOgr4UIzl1BjjVMKB2kOJcf7GzMpjfZ/LMeaMnmLp6UAqmzWEtqm1hJ3uMfS8PqTxPFCROUA2s6Fm9lEAd3+RcKDwL3Q5uIgeB07OHEib2b7x+4awfL9BOEPZTLhy8xFgZbwSc4S7NxAuhx1I54OTTorx0tZOd/9Cl7IlhGvM3bnW3S9PFrj7Rjrv5C6P5WsJp5jEzP+xboZ5iF0rfWZ6+8X3VkK7TQcz+x+EhP5A1rnqZnqx+wbghm4Gq0oM8+NE+XPu/rFY9wzCGRvxUsYnu07EzJ6KsbUTjqS/mpjuKjO7Anggrnitsf86d38zJvPx7p7Z8f8WuDSWP09YyTNuAZab2dPu/g+J8rsIyfxZwhHgP7n7azERdbdsnjaz2+PwmwiX5XYSzjavMLMvxc/b4ij/Ckw1s2eA+7pM7hnCZaWPxnn7pbu/FC9RLCIk2me6i6Pr/Lh7i5k1AG/Fy3S56rrMtgH/7e6vmtl84CIz+wXhUsmIeIDQwu6X3dbHedhJaBTeELsnEXZAX3T3HfHyR1bu/rKZ3UFor1nDrmWwP3CPmZUTkta3YvlVhAO5NwltCmNj+fcIjeUXEhLfTuCfCd/Vw4RkWUG4HLUp1v1kvFy5nHB2toJdB0O56CmWXwN3mtlUQntSLh4j3GxyWoyzlXRn2N2K6845wI1mlkm6PyE0+EP4/q5l17wkx91sZl8E6s0sc7Z0BeFmlD8QLrU+EsuXA38Rrx7sA/y/WJ8BN8YrGt0qqv/aikda98bLFLkMv5bQOJqXh93E+9TrgG+5+y/3Up3nAt8lrIzrCDuQzXuj7nwys/3c/R0Le8qbCDcjXL8X6x9CuGvmf3Zz+WGvyfdy6BLLcMJlxZ3xaPvmeBm1t/Ey8/A+wk5wurs/PcDhdhdHGeGmi+1mdhTh8tBH3L1lb8eSb0WVSER6Ei8lTiM0Nj4DXJJpkN8LdY8nXOu/y92/vTfqzBJL3pZDN7GMIzQWDyGcRX3F3Z/MYbz5hAbkckIb3Q8HNNCe49ifcEl4KOGo/XJ3vz8fseSbEokUFTO7i91P8S939760Sww4MzuGcPt40g53P6G74fNhMMSYYWY3EW5fTbrB3fvc9rg3Dda4u1IiERGRVIrxri0REdmLlEhERCQVJRIREUlFiURERFL5/yx0kf+gxl1GAAAAAElFTkSuQmCC\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "parks[\"Acres\"].plot(kind='box')"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 294
        },
        "id": "s-nmcsYZs56k",
        "outputId": "4005d0af-bfaa-4c5f-8477-c63de0b3843f"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<AxesSubplot:>"
            ]
          },
          "metadata": {},
          "execution_count": 50
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ],
            "image/png": 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      ]
    }
  ]
}